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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1: Mutate a string:\n",
+    "\n",
+    "* Change the entire string to be uppercase\n",
+    "* Change only last letter of name to `\"o\"` so that `name = \"Plato\"`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PLATE\n",
+      "Plato\n"
+     ]
+    }
+   ],
+   "source": [
+    "name = \"Plate\"\n",
+    "print(name.upper())\n",
+    "print(name.replace(\"e\", \"o\"))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: Practice using `in`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3\n",
+      "-1\n",
+      "True\n",
+      "False\n"
+     ]
+    }
+   ],
+   "source": [
+    "secret_word = \"raspy\"\n",
+    "\n",
+    "# find the index of 'p'\n",
+    "print(secret_word.find('p'))\n",
+    "\n",
+    "# find the index of 'e'\n",
+    "print(secret_word.find('e'))\n",
+    "\n",
+    "# now try to use the \"in\" keyword\n",
+    "# what's the difference?\n",
+    "\n",
+    "# find if 'p' is in our secret string\n",
+    "print('p' in secret_word)\n",
+    "\n",
+    "# find if 'e' is in our secret string\n",
+    "print('e' in secret_word)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# CS220: Lecture 14\n",
+    "\n",
+    "\n",
+    "## Learning Objectives\n",
+    "After this lecture you will be able to...\n",
+    "- Create a list and use sequence operations on a list.\n",
+    "- Write loops that process lists\n",
+    "- Explain key differences between strings and lists: type flexibility, mutability\n",
+    "- Mutate a list using \n",
+    " - indexing and double indexing, \n",
+    " - methods such as append, extend, sort, and pop, \n",
+    "- split() a string into a list\n",
+    "- join() list elements into a string"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Create a list and use sequence operations on a list.\n",
+    "\n",
+    "A **list** is a **sequence** seperated by commas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['bread', 'milk', 'eggs', 'apples', 'macNcheese']\t5\n"
+     ]
+    }
+   ],
+   "source": [
+    "# add one more thing to your grocery_list\n",
+    "grocery_list = [\"bread\", \"milk\", \"eggs\", \"apples\", \"macNcheese\"] \n",
+    "print(grocery_list, len(grocery_list), sep='\\t')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Sequence Operations: indexing, slicing"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['bread', 'milk', 'eggs', 'apples', 'macNcheese']\t5\n",
+      "milk\n",
+      "macNcheese\n",
+      "['bread', 'milk', 'eggs', 'apples']\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(grocery_list, len(grocery_list), sep='\\t')\n",
+    "\n",
+    "# TODO: print the 2nd item in grocery _list\n",
+    "print(grocery_list[1])\n",
+    "\n",
+    "# TODO: print the last item in grocery_list\n",
+    "print(grocery_list[-1])\n",
+    "\n",
+    "# TODO: print all but the last item in grocery_list\n",
+    "print(grocery_list[:-1])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Why does the following give an `IndexError`? "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# print(grocery_list[len(grocery_list)])\n",
+    "\n",
+    "# index counting starts from 0, so last item is at index `len(grocery_list) - 1`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Lists can be concatented with `+`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[10, 20, 30, 13, 4, 9, 8, 220]"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "[10, 20, 30] + [13, 4, 9, 8] + [220]\n",
+    "\n",
+    "# add one more + and a list at the end of this expression"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## the `in` operator can be applied to a list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "True\n",
+      "False\n"
+     ]
+    }
+   ],
+   "source": [
+    "favorite_numbers = [4, 7, 14, 17, 84]\n",
+    "print(7 in favorite_numbers)\n",
+    "\n",
+    "# make a false statement\n",
+    "print(220 in favorite_numbers)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Lists can be repeated with `*`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[\"LET'S\", 'GO', 'RED', \"LET'S\", 'GO', 'RED', \"LET'S\", 'GO', 'RED']"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "[\"LET'S\", \"GO\", \"RED\"] * 3"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Write loops that process lists"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on module project:\n",
+      "\n",
+      "NAME\n",
+      "    project\n",
+      "\n",
+      "FUNCTIONS\n",
+      "    __init__()\n",
+      "        This function will read in the csv_file and store it in a list of dictionaries\n",
+      "    \n",
+      "    count()\n",
+      "        This function will return the number of records in the dataset\n",
+      "    \n",
+      "    get_age(idx)\n",
+      "        get_age(idx) returns the age of the student in row idx\n",
+      "    \n",
+      "    get_cats_or_dogs(idx)\n",
+      "        get_cats_or_dogs(idx) returns whether student in row idx likes cats or dogs\n",
+      "    \n",
+      "    get_lecture(idx)\n",
+      "        get_lecture(idx) returns the lecture of the student in row idx\n",
+      "    \n",
+      "    get_other_majors(idx)\n",
+      "        get_other_majors(idx) returns the secondary major of the student in row idx\n",
+      "    \n",
+      "    get_pizza_topping(idx)\n",
+      "        get_pizza_topping(idx) returns the preferred pizza toppings of the student in row idx\n",
+      "    \n",
+      "    get_primary_major(idx)\n",
+      "        get_primary_major(idx) returns the primary major of the student in row idx\n",
+      "    \n",
+      "    get_procrastinator(idx)\n",
+      "        get_procrastinator(idx) returns whether student in row idx is a procrastinator\n",
+      "    \n",
+      "    get_runner(idx)\n",
+      "        get_runner(idx) returns whether student in row idx is a runner\n",
+      "    \n",
+      "    get_section(idx)\n",
+      "        get_lecture(idx) returns the section of the student in row idx\n",
+      "    \n",
+      "    get_sleep_habit(idx)\n",
+      "        get_sleep_habit(idx) returns the sleep habit of the student in row idx\n",
+      "    \n",
+      "    get_song(idx)\n",
+      "        get_procrastinator(idx) returns the student in row idx favorite song\n",
+      "    \n",
+      "    get_zip_code(idx)\n",
+      "        get_zip_code(idx) returns the residential zip code of the student in row idx\n",
+      "    \n",
+      "    reload()\n",
+      "        Reloads the data from the CSV file\n",
+      "\n",
+      "DATA\n",
+      "    __student__ = [{'Age': '19', 'Cats or dogs': 'cat', 'Latitude': '44.25...\n",
+      "\n",
+      "FILE\n",
+      "    c:\\college\\uw-madison\\spring 2024\\cs220\\lecture code\\14_lists\\project.py\n",
+      "\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "import project\n",
+    "help(project)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Get a list of all engineering majors in LEC001"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['Engineering: Mechanical',\n",
+       " 'Engineering: Biomedical',\n",
+       " 'Engineering: Industrial',\n",
+       " 'Engineering: Other']"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "engineering_major_list = []\n",
+    "for idx in range(project.count()):\n",
+    "    lecture = project.get_lecture(idx)\n",
+    "    major = project.get_primary_major(idx)\n",
+    "    if major in engineering_major_list:\n",
+    "        continue\n",
+    "    if lecture == 'LEC001':\n",
+    "        if \"Engineering\" in major:\n",
+    "            engineering_major_list.append(major)\n",
+    "            \n",
+    "engineering_major_list"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: Count how many words have length `> 5` in `grocery_list`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3\n"
+     ]
+    }
+   ],
+   "source": [
+    "grocery_list = [\"butter\", \"milk\", \"eggs\", \"apples\", \"macNcheese\"]\n",
+    "count = 0\n",
+    "for word in grocery_list:\n",
+    "    if len(word) > 5:\n",
+    "        count += 1\n",
+    "print(count)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: Find the longest string in a list\n",
+    "\n",
+    "**BONUS**: What if we wanted to print the **last** occurence?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "macNcheese\n",
+      "hello\n",
+      "world\n"
+     ]
+    }
+   ],
+   "source": [
+    "def longest_word(word_list):\n",
+    "    '''Given a list of strings, return the string with the longest length.\n",
+    "    If more than one, return the first occurrence.'''\n",
+    "    \n",
+    "    max_length = 0\n",
+    "    longest_word = None\n",
+    "    for i in range(len(word_list)):\n",
+    "        if longest_word == None or len(word_list[i]) >= max_length:\n",
+    "            max_length = len(word_list[i])\n",
+    "            longest_word = word_list[i]\n",
+    "    return longest_word\n",
+    "    \n",
+    "\n",
+    "print(longest_word(grocery_list))\n",
+    "print(longest_word(['aaaa', 'xzy', 'hello']))\n",
+    "print(longest_word(['aaaa', 'xzy', 'hello', 'world']))"
+   ]
+  },
+  {
+   "attachments": {
+    "str%20list%20venn.png": {
+     "image/png": 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IZpdWo3a5Tq5uvJ6PvoWBgiGnEcLovfEzkyum+WbR5k4WKpZslitWb6zv2dTa5tsl2Qc6ODrqO8k7C7iQXLGuy24f3Uc8uj3veNXvPOt9bNchn2Rfqh+F7OvvEeAUaB9kE2xJsQwxC9UMkw0XiGDZTROJiFyN+kH9Gb0Wi44jxgslaOxxSoxOKkxu2TuVQrOfL1UmTfuATbrfwfiMw4cqM9uyhrO/5zIfVjhinxdx9HB+XcGjY++OrxdyFikX250MLTlYeuZU8+nespkzv84xl0uc166wu0CujK06VF0M73PddXOXiJcV6x2vRF3Nu1bX0Hl95MaXJkwzx03JWxq3LVrc7gS2xrSl3E1tP9Bx8F5G56H7mQ+yH+Y+Otx1+PHhJ4e7c5/mPMvqOdSb3pfav/d53F9RA7sHI1/EDCW9PDh87FX5SMPrB6Mv33waB2+JE4Lv5Cd1psyn/WbOvv/0UXk26VPr51/zmgtxXy5/fbfIvmT5PeVHw8/pFe5Vh7XsX53b82+M0EfuQH5GtaMPYRyx4tgF3E18BsGBhptmlPY8XTi9OgOCoZ0xncmCyEDsJR1ltmVhYHnKms1mwg6xN3NEcApxDnHlcOtwf+Ip5TXj/cZXxm/G/1nguKCG4IjQXmF+4VYRb5FV0WIxJbFu8QDxVYljklKSbVKOUlPSqTIiMkOyuTsMdnyTq5L3VKBTaFOMVBJQ6ldOU1FQGVfNU9NW+6ReqmGusah5Xste65d2nY67Llb3hh5Zn6h/1yDSkN+w1yjNWMl42qTE1Ba+d9w2j7KQsnhnWWblYc1q/dymwNbBjmQ3aH/SwdtR2PGD01XnRBdjVwbXYbdK92gPA09az0GvMzuDvRW8V3bd98n39fKT8Fsid/ofC/ANVAxCBQ0G11JSQpxCpcPQYW/Cb0UU746PdI3SoPJGo6JnYwZi2+Pq48sS8vakJsYnhSb77925zy3Fab9Dqn2a/QGHdKeD7hk7DwVkhmZFZ6fkZOYWHC47UpPXePRefl/B6LHPJ1CFEkVexUdP3i9ZOSV72q/sxJnHZ1fLFc4HVJRc6KlCVWvVxNfW1328JHk5pL72ytw1lYb917sbOZrCmjtv8d1OaXnbatXW0i7fcbFT6v7VhwaPhh8ndPM97e053Of0XHQADH4cejf84TV4IzK+a6J2Cj2T+BF8qpgnf9VdUvvpvFq8Mf9b3/s2CkYFgBOHANj4nuNQA0DuRQDE9gDABueednQAOKkDhIApgBY7AGSh/ef8gODEkwBIgAdIAjVgBueXYXBOWQTqQReYAGsQO6QMOULR0AmoGXoN53zSCBdEKqIeMYpkQBog45GXkFNwluaFKkW9gjMxH/QF9CeMCiYV8wzLgw3HtuFIOAquHc+Jj8X3ExQJRYRVGjLNU1p12mo6drpcegR9Ev13hliGJcZEJogpm8hKrCCpkXqZQ1iwLBdYjVmn2DLZpdh7OWI4OThbufy5abiv8XjwInkv8XnCGUGfQJ6grRCT0HPhIhFPUQHRKbGL4tESGpKQZJdUvrQnHJ3zsv07WuQq5QsU9ilSlByVNVT4VCHVMbUW9eMaIZraWvRaI9o1OjG6uno4vT79BoPrhk1Gt4xbTe6Zdpn1mA9ajFpOWy1Yr9ji7FjtRR3UHK2cyM7JLsWurW4zHiRPfa/IneXeAz4EX32/JHKz//dAtaCk4PYQQqhzWEX44m6zyLKouWitmJzY0XilhKN7FpJckx/s005pTbVMm0jPytDOBFl9OVcOn8oryDc7hjx+vzC/OKDE8JR0meBZkXKlCpvKqOrS2ieXQL3qVZsG9xvBTck3T9y+dqe/bamDt9PsQcyjs4+fda/1yPTtfH5k4O4QaZg8cml0dpx7Qm1Sb1r+Pf2HF7NHPu+Ya18w+9L5TWGxZGn5h/3PC8sLqxprKb/ubu4fW/NPhOdfAqgCE+AKQsA+cBzUgU4wCn5AJEgOsoEioKNQA/QSARAScJafhriKeAvn8VbIdGQbcgWljTqA6kazowPRjRg8xhvTiGXEhmGf4KRxebhFvBf+AUGWUESDpImiGad1pn1MZ0jXSq9FfwfOYh8x2jOOwnnqOvE4SZb0lDkCzjybWX3ZaNia2QM5WDkecu7hkuYa5y7iseXF8Xbw7ec3EMAIPBUsFPIVlhVeFekWLROLEjeW4JL4IvlY6rx0ioynrOYOCTl2ebz8qsKc4oTSC+XHKrdVL6qVqB/SoGp6ahlqS+ow6izqDuu16tcbXDVsMGoyvm3SZtpp9ti81+KF5RuraesFmxU7nD2rg5ijupO1s7/LXtcSt5vuwx5rXoI7Lbxjdp316fGDyCr+EQE1gVPBopSQkKuhy+GmEYW7Z6K0qHuj22JRcVbxRQlTiepJR5Kn9xmnVKfSp+05MA3vJ72ZFlkPc8xyu4845I3lpxzjPX63MLCY/mRzqf9pUtmDs3vLVc5/uXC1KrZGqw5zceDyhSvJ17yuqzTSN03cvH77wB2bNva74x01ndQHWo+wXYNPap7u7/Hq03kuMsA0+GjI+eXkq8TXzKPXxpzGVyeqJ92nGWa6PmTOWn5mnHuxcPZryKLKd8SPnuXS1aBfitvzjwQYQLu5A4gDFTgC3EA4OAjOgNtgGF7/gpAFFAtVQIMIGoQRvPI7kDikPfIM8gvKAlWFxqOp6DcYJ3i122AHcGTcT3whQZ0wSXOSVo92hC6Jnp++iyGeUZJxgukM0Y8kQfrO/JCljDWJzZNdj0OKk52LhhvBvcqzzLvKDwSw8A2UR1hWRFvUQSxIfL/ESckbcN49L8u4Q0HOVX6fQoVij9KKioSqu1qBer8ms5a7doXOnJ62/mGDN0aKxjkm42Za5oUWX6zsrC/Z0tqF2T92lHTKcf7gauFW64H3pHg99BbdddBn0s+QXBmADPQPukcRDckInQm3iqiPZIlKoI7FGMVejmdP2LfnY5IbvE5VUqpSOdKOpKMOJmd8yfTIupq9nut0uOrI8lHH/MvHCMcpJx4USRXnnpwrdT11p0z0TD689/uf776gWVlVzVSTWDt10fFSS73olbyrSw3e1x80yjQdbZ6/ZX/78h1Ca2BbazuxI+Be433UA7uHpY8mHks8oXRXPh3v4ey17zvYf/352wHCoNwLhyHqyyPDNa/ujQy8nhpdeLM6Dr3FTmDeYSbB5PLUp+nRmafvmz+Uf8ycjfhk/VlqDjv3Zr55IeuLx1eJr1++tSymLRl9x3zv/JHyU/PnwvKFFY9VwmrjGvkX3a9r6+4b8x8dqKiweXxAtAYAoEfX17+KAoAtAGAtf319pXx9fe08nGyMAHA3bOs/pM2zhhGAs1wbqO/K4r/+y/kfiazUoRVG4s8AAAGdaVRYdFhNTDpjb20uYWRvYmUueG1wAAAAAAA8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIiB4OnhtcHRrPSJYTVAgQ29yZSA1LjQuMCI+CiAgIDxyZGY6UkRGIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+CiAgICAgIDxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSIiCiAgICAgICAgICAgIHhtbG5zOmV4aWY9Imh0dHA6Ly9ucy5hZG9iZS5jb20vZXhpZi8xLjAvIj4KICAgICAgICAgPGV4aWY6UGl4ZWxYRGltZW5zaW9uPjkyMzwvZXhpZjpQaXhlbFhEaW1lbnNpb24+CiAgICAgICAgIDxleGlmOlBpeGVsWURpbWVuc2lvbj41OTE8L2V4aWY6UGl4ZWxZRGltZW5zaW9uPgogICAgICA8L3JkZjpEZXNjcmlwdGlvbj4KICAgPC9yZGY6UkRGPgo8L3g6eG1wbWV0YT4KOzicQAAAQABJREFUeAHsnQV4FEkThj8cggcI7u7u7u7uHO4QNLi7e3A/3OEOl8Pd3d2dQND7u5p/c5sAIbJJZne/fp5ldndaqt4eNlPT1VXB/lUFLCRAAiRAAiRAAiRAAiRAAiRAAiRgQQLBLdgXuyIBEiABEiABEiABEiABEiABEiABTYDGJi8EEiABEiABEiABEiABEiABEiABixOgsWlxpOyQBEiABEiABEiABEiABEiABEiAxiavARIgARIgARIgARIgARIgARIgAYsToLFpcaTskARIgARIgARIgARIgARIgARIgMYmrwESIAESIAESIAESIAESIAESIAGLE6CxaXGk7JAESIAESIAESIAESIAESIAESIDGJq8BEiABEiABEiABEiABEiABEiABixOgsWlxpOyQBEiABEiABEiABEiABEiABEiAxiavARIgARIgARIgARIgARIgARIgAYsToLFpcaTskARIgARIgARIgARIgARIgARIgMYmrwESIAESIAESIAESIAESIAESIAGLE6CxaXGk7JAESIAESIAESIAESIAESIAESIDGJq8BEiABEiABEiABEiABEiABEiABixOgsWlxpOyQBEiABEiABEiABEiABEiABEiAxiavARIgARIgARIgARIgARIgARIgAYsToLFpcaTskARIgARIgARIgARIgARIgARIgMYmrwESIAESIAESIAESIAESIAESIAGLE6CxaXGk7JAESIAESIAESIAESIAESIAESIDGJq8BEiABEiABEiABEiABEiABEiABixOgsWlxpOyQBEiABEiABEiABEiABEiABEiAxiavARIgARIgARIgARIgARIgARIgAYsToLFpcaTskARIgARIgARIgARIgARIgARIgMYmrwESIAESIAESIAESIAESIAESIAGLE6CxaXGk7JAESIAESIAESIAESIAESIAESIDGJq8BEiABEiABEiABEiABEiABEiABixMIafEe2SEJkAAJBBGBf//9Fx8/fsTbt29/+frw4QO+fv2Kb9++eXrJd8GCBUPw4MF/eIUIEQLhwoVDxIgRf/kKEyaMbh9EqnNYOyfw6dOnX17z8v/h/fv3nq578/8D8v/GdN3LtW56L0e5rr277h0cHHjd2/m1R/VJgARIwDsCNDa9o8NzJEACQUrg8+fPePz4MR48ePDD6+HDh3j58qXHDfa7d+/0+y9fvgSJzCFDhvzhpjxKlCiIHTs24saNizhx4nh6xYwZE9KGhQS8EpAHIU+fPv3hmjf9P3jx4oXHdW96sCLGZlAUMUgjRIjg6dqPHDmyvu69XvPyWf4/iAHLQgIkQAIkYB8Egqknmv/ah6rUkgRIwEgE5Kfn0aNHuHz5Mq5evYr79+//cHP95MkT+PYnSht94cMjknpFVK8I4R2+v1crMBHUZ4dwYREiuKzeBIOs4oQwW80UPqYVz69Kvu+rP+r47Svef3DHOzc3vFUrRG/k+E691FG/V0ep65siq6hicP7shjx58uRImTIlYsWKxVUj30C1krpiLMp1f+XKFdy7d++H617+X/j2oUmwYMHhECEiwqlX+AiRPN7Ld/IK6xAeIdTDjRCqnrr4v69e/n8VU7DJdf/v/1f71Qd8/Vet/Ktr+pO7O967qZXRd2/xQb3k6Pbujcfnz58++pp6tGjRfnrdJ02aVF/3CRIk0PL5umM2IAESIAESMBwBGpuGmxIKRAK2RUDcVsWYvHTpkr7Blpts00tWZX5XYsqNaUwnxHWKgdgx1FG9j+PkpN7HgGOUyP83Kh0QUd1Mi4EZMkzo33Vp+fPKMP30WdwYxRh1w7v3H7QR+uLVazyUFSplNN9//ES9V8cn6rN6//j589/KESlSJKRIkULfgKdKlUofxQgVY1TcelmMS0BW5W/cuKGvda/X/rNnz34reKQojogWK656xUEM9YoWU47fP0dyjKYNSIfwkf5vXEZEmHDixv3bbi1e4cvnb8r4NBmj343Qt29e4cXjh3j26IF63dfH5+r9c/X++ZNHypb1/sFM2LBh9TUu17rpZbr+5f8ECwmQAAmQgPUQoLFpPXNFSUnA0ATEqDx16hROnjzpybC8ffv2L+WOom4cUyVJjBQJEyJB7FjaiBTDUoxJMS5jKUMzeKhQv2xvzSe+KWPkkTI4tfGpjFExQMUovfPwEa4oZhev38Brb4zxhIqZ+Y145syZkSlTJhqhgXxRiFF54cIFHD9+HBcvXvR4kCKG5q9WJ8OEc0D8pCmRQL1ixk+ojUpzg9IxpnI1DWub1704ALx6/gzPHyvDUxmgT7URqo4P7uLejau4ff0SXiqD9FdFVvvNr/uMGTMiS5YsEJd1FhIgARIgAeMRoLFpvDmhRCRgeAKyP+zs2bM4duwYjh49qo/nzp37qSup7OlKptziUiVRxlGixEipjMuUiRMjtXpFc4yKIFmOMTxhJaBaLX328gUu3biFyzdv4vIN9bp1Uxmht3D97l3t9uhVDXELTpcuHbJnz45s2bLpV/r06RE6dBCs9noVzgY+i6u0uL6arnk5ygMWd+Vq+rPiFDcBEiRPjQTJUiJh0lSIp44JkqVCjNhxxJOV5RcE3r15hzvXLuHutcv6eOf6Zf3+rjr+ym1XVvtN170c5eFLeOXpwEICJEACJBC0BGhsBi1/jk4ChicgqzOyYmNuWJ4+fRpeA5LIHsS0yZIha9o06qj2XimjMlXiREgaLx5C0Nix6Dx/Vcb+dbXX79JNZYgqI/T8tes4fv6COl77YY+rGJqy+mO6ERcjNHXq1AxO9JsZkb3CsjppblieOHECEojKa4mdMAlSZcyOxKnTa8NSVizjJUmh9kkyEI5XVv75LKuiT+7d0QbobWV43r5yAdfOnsTVcyfxRbmxmxfZw5omTWpP1738PxAXXRYSIAESIIHAI0BjM/BYcyQSsAoC4g578OBB7Ny5E3v27IHcYEvaBK8lRaJEyJ4hLbKnTYds6dMhS5pUyoXTwWs1fg5EAh8+vMeJC5dw7Ow5HDmnVp7PXsCVW7d+kEDSVYjrYaFChVCkSBHkzp3b7m/C5aGKXOu7du3Sr8OHD+PVq1c/sIsRJz5SZcquXynVMWXGbIgcNfIP9fhF4BH4/Okrblw6i0snj+LyqaO4qF43L579YW9oiBAhkSFDehQoUEBf93Kk+23gzRNHIgESsE8CNDbtcN6fq31iI0aMwC11E9qlSxfkyJHDDilQZRMB2XMmqzdiXMrrwIEDOlel6bwcE8WNgxwZlFH5f8MyW7o0iKgiXLIYn8Cbt2/UqqdamVYG6FFlgB49ex637j/wJLikosibN6++ARfjU1Y/Q9noXlmT4hJ9VVy/Tde9PFh58+aN6bQ+RonupIzKHNqwTJ1ZGZYZssExZgxPdfjBmATcP6jV//OntAF66fRRfbx99aIS9r8A/LL6mS1bVo/rXv4P0PXWb/O5fv167Nu3z6OxcOzXr5/H502bNmH69On6wVanTp2Y/saDDN+QgO0ToLFpBXMsAVYaNGiAzZs3WyT4R8+ePTFs2DCteWK1b+6acr2TfXUs9kFA9p2JG6zpJvuff/6Bm0rdYV4ypkqJIrlyokjOnMiTKSMcZW8li80QeP78BQ6ePoOdavVu56HDOH3psifdJG9i/vz5PW7Cxf1Q9oNacxG3WImKbLruZQXTa1TYOImSImu+osicvyjS58gHJ5UXMigivFozZyPL7vbuvTI6j+DU/l04sW8nLhw/pPaZ/5eXN2TIUMoYyuVx3edUv3/MCeqzGW3bti2mTJniUVlWjCUPshTxEJBcwyYPmblz56JRo0b6nH//GTJkiM7z2qFDB/92xfYkQAIBRIAZxQMIrKW6vasCgRQuXBg3VYAQWYGyRLoDCXBhKpLHUNzHGEDERMQ2j5LDUp48b9u2Dbt37/a4CTBpKxFhC+fMgaK5cqFwjuw0Lk1gbPQYLZojyhUppF+iohifu48ew45Dh7TxeVntBf3777/1S85HjRpVu9yWKFEC5cuX1zeO8r3Ri9zs/vXXX9iyZYs2MuX/gXmRVCJiWGYRAzNfEcSOH8/8NN/bGIHwERyQNX8h/WqCASpX6AecPbwXx/ftwMm9O3H5zHHs3btXvwYMGKD/3ubLlw/FihVDhQoVIOlXWHxPQHLJmgxNaS15ZC1RxNDs3bs3nJ2dLdEd+yABEgggAlzZDCCwluhWboxkT5WsPEp5/fo1LJFjbP/+/ahcubJ2lezfvz9/qC0xWQbrQ1ZxJB3DunXrsHbtWu0may5iQrViUzR3ThQT4zJXDsRSqUZYSMBE4OHjx9h16Ai2K+Nzx8HDKh3LQ9MpfRTX+4oVK6JSpUo62JAEhzJKkQd0ct3La9eu3Z5WriI5Rtcrl1mUgSlGZvzESbhyaZSJM4Acb169wekDu78bn/t24abaB2peJOWK6bqXVU96BP1Hx7uVTfl7VLduXSxbtky76K9ZswZx1N8g/xTZCuTi4qK7EGNz7Nix/umObUmABAKQAI3NAIT7s67FbUuCUIg7l7iqpU2bVufGCxnS8yKzPPkrWLCgDrNv6keezkeM+N8+Obnhk8iIYlSYFwn5LhH35HsJ9CJ7J6Sv2LFj63QJR44c0SkqZKVUXISSJk0Kp/8bG9JGjFpTiabyHEpSeQkaI6kuzpw5o2XIkCGDvsk01fN6lD8usmoqBvPHjx+9ntafJU+g+R8cn7L5aWf8Us+pzLfJwDQ9pBA0YdU8l8qbR69kFVNuYglVhFgWEvARAfV/+ZZamdih3G037tyNv/ftx0cVDddUJOWE6QY8l3p4EdjutvJbI3sv5aGKXPuS79JUggcPgQy5CyJfyQrIWqAYEqdKy5QjJjg8/pbA8yfPcHL/ThzavgkHt27A29ff3UKlYcyYMfVqpzxwkX3O9h7l1jtj886dO/peQO4jxDtLPKmyZs36A3+f3gOIYdm5c2eP9tWrV/f00FzuK+T+wrz4tG/zNnxPAiRgGQI0Ni3D8be9PFQrA7Vq1YLsj/Na5I9Wr1690K5dO31KjDRZ0ZR0E94VMUjFuJBVSvNy8uRJrF69GuJiIkEwpIhRuXz5cuTJkwcxYngOcDF+/HiY9juIASvBYkyldOnSaN68ORo3bvyD62XDhg0xdepUSGRLU7l+/bp+wrhgwYKfpggw1ZOjBA+QlVXfsDFvz/fQDwG2b9+ub7Q3bNiAp0+femBxVHtmKhQuiMrFi6FEXok2Gs7jHN+QgF8JfPjwHlv3H8Ta7TuwftcevDCL2Cq/LeJuKDfgRYsWtYjb/8/kFNd/CWQlBqa8ZJuBqYRREZFzFimNfKUqIXfxcojsGMV0ikcS8DOBL5+/4Yxyud331xrs3bwWj+/d9uhLHhyXKlVKX/dlypTRbuceJ+3kjXfGpnfnBI9v7gEmTZqE9u3be0u1ZcuWmDZtmq7jm7697ZQnSYAE/EzA83Kan7thQ+8IyOqjPMWTH72flcfKZU1WLcXYlKdvcpP2O0PzZ/2YvpO9eYMGDTJ91EdZXYwfP76n73zywXzfltf68+fP16uiffr00adkJU1SKIgOPi2+YePTPm29nsylRPZbvHixDhplvhcmcby4qFSsKCqrV77MmRDMy4q5rbOhfgFPQNLbVFTXl7z+VUbf3hMnsXbHTm183rx3H7Nnz9YveQglD6vEfU5uwP0baEUenEnE2EWLFukVTImqbSqRo8VQq5cVka90JbWCWRxhw4U2neKRBCxCIGSo4Gpvb0H9ajdkPK6dO4O9f6/FPmV4XlN5PleuXKlfkl6lUKGCqF27NqpVq4bIkZkWx7sJ8M09gBiQvzM0zcfyTd/m7fieBEjAsgRobFqW5097kyiyXg1NWWFMkyaNdqkVt1pTEaPzV4am7Isy3yPyK3c183Djpn7Tp08Pca/1jSFoauvdcdy4cXqDvsgmK51e+5colpIY/e3btx7diBtN/fr1dcoV37Dx6MAO34ir4CG1f27hwoVYunSpp1XmrMoVu1LRwnoFM23yZOAmNDu8QIJIZXmYUUAFlJLXWJduOHflqjY612zfqfJ9XsCqVav0y9HRETVr1tRRtWWvm2/2eF66dElf92JkijueqUjk2PxlqugVzHTZ8yj3XdMZHkkgYAnIFuXk6TPoV+NuffHgzl1tdO5TxueZg3uwY8cO/WrTpq3yPKqk/95JcC2v22UCVkrr6N039wDihSX3PRJR3Wsxvx8ycfZN317742cSIAHLEaCxaTmWv+xJ9jp6Ld26ddP7nOT7Y8eOeeSnklUAeY0aNQpSx7xI+HC/BgiS1Cl+LbL3YeLEidrAkVVMCcBhKhLtUVZm5emtufutnN+4cSPKli2rDU0JrGAyuGXfxh9//AHZ3/Uzw/hXbExj2tNR3APlJlvcks33YEpqkgYVK6BG6RKIF9t/gRbsiSd1DUAC6g48XcoU+tW7TSvce/gAy/7agvlr1+GsMkJlVUJessdTfo/q1auHRIkS/VQgeWglD1Xkujf/XXGKmwAlqzdA0cq11f7LNHyu8lN6/DKwCcRJEB81mrfTr9cvXqkVzzXYunwBTh3cra9juZZlu0ydOnX0tS8PYX3zwCWw9QnM8Xxzf3T58vcUTRKHwtyj51cBgnzTd2DqzLFIwN4I0NgMhBn/2UZ4056mvn37okCBAjpCmyVFqVq1Krp06aKfAMpRDFi/FDEiJS9dkiRJdHMxLLt37+6pKzE+Za+gBBwylXgqAI0YmlIkqJEEUBC3T1MRdzgxNoOCjUkGox4lQNOKFSv0jbaE4TeVWNGjo175smhQqSLSK2OThQSMTEAegnRu8od+nVV5POevWYfFGzfp4Gjy0Epe8tsnhqe4G0qAFXlAJav3G1W9r//Pf+gQPiIKVaiBkjUbImOu/AzwY+RJp2x6j3C5un9AXrLiuX3VImxeNh/3blyGeALJSzyNxLtH/i6bB8mzR3wBeQ8QkH3b41xRZxLwK4Hgfm3Idj4nIAEzxIXMaxFXG4kSKzm8TMmPvdbxy+dMmTLpp6lizOXNm1cHEZJItH4p4u5rMjSlfbp06X7oxt3dXa9QmD+pleBFEvVWyu3bt/WeVPOG4lYnJbDZmMtgpPfiFiT5ACWIlDwBb9asmc71JlFk65Qvgy2zZ+DBnh0YpVwVaWgaaeYoi08IyDU7ukc3fQ1vnjUdtcuqPZwqIqUETGvatKnK6+qoH0qJ0SkRZWV/Zs4iZdDXdSnWnn8KlwmzkDkPDU2fsGYd4xCQFc8Gzj2w+OAlTPv7CCo1botIURx1ZHfx4IkXLz5KliypH8SKx489loC8BwjIvu1xrqgzCfiVAI1Nv5LzZTtxo5k5c6an1CWmLsTolEh2si/Pu2KKLOtdHTnXtWvXANsb8qsgH7J6KQERTEWiRUoybNmXmjhxYk97OcUFRv7Amool2Jj6srajBDkZOXKkDrQkK8GSh0wCABXJmQPzhg7G0/3/YPHoUSiRLy+D/Vjb5FLeHwjIHs+S+fNh7rBBGNu9KxL8/yGY/LaZPCMiRImK+h17offUxShWpSbCOoT5oR9+QQLWREB5mCNt1uzoNHwS1px7giHz1un9xsHV/sOtW7dql3LxBhKvoVu3blmTahaR1b/3AN7dG/m3b4soyE5IwM4J0NgMxAtAnuDLHxKJFCuh0s2LrAJKIAxTMV8lNH13T+W6MxUJuCMpUn5WxMALiuLq6oqOHTsiVKhQeni5eZRgR+ZGtBilEsU2QYIEnkT0DRtPDa30g6SnadKkCeLGjatvMGT1N0n8eBjq3AF3dm3FjgVz0bBqZUSI6Pk6sVJ1KTYJaAJ3VN5dl1FjEDt/EbQZNAR3VITuyMq4rFC5FqrUaIjYceLh3auXWDBuEKpmjIURHZvh6tkzpEcCNkMgVOgQytCsoAzOVVirDE/nEa5ImSEbXrx4oR88Jk6cRMdzkJRW5n87bQbALxTxzT2A1/sj83sj6V5SsJkX3/Rt3o7vSYAELEOAxqZlOHrby5o1a/TKpeTEFHex3r17Y8yYMT+0kaitpiJGiNciLpbSVoLryHnJpWmkIobksGHDtCuouVxOTk469YEEA7py5QpkP6mp+IWNqa21HT99+qTdm8W1OUuWLJgzZ45exSydPy82TZ+K61v/Ro+WzRE/zo9zb226Ul4S8CCgPDa27z+ASi3bIGGREhgxaw5eqn3JqdKkR6+BY7D6r8Po1nsEOnUfiKVr/8HI8XOQI3dBfJIUP3/OQpOiGdGmXH5sX7Mcnz/9GIXSYxy+IQErIyA5YCv/0QIzth3VbrYlqtVHCLX6L+nLihcvrj2DJk+ejDdv3liZZj4X1y/3AF7vj+ReSAzKnj176ij38jdWil/69rnkrEkCJOBTAgwQ5FNS/qgnK3yS0kReEnBHjC/zEP6mriViq6n8bHXy/PnzkJeRi0TRlQAfpiKrdzNmzPCUssV0To5+YWPe3hreP3jwQDOYPn06ZC+rlIgRwqNJ1SpoW7cWkiZMpL/jPyRgSwTevX2H+Wr/5aRFf+LyzVtaNbmRLlaivFrFbIA06TL/EJFT0hfkyV9Uv+7cvoE1KxZi0/rlOHtkn35Fc4qNCg1boXyDFoge08mWcFEXOyZgcrNNm3UBWvUfi42LZmD9vKna20nyb7u49FAPmRuhTZs2SJUqlU2R8ss9QFqV7kseXJuKrABLfl9TkbgHUvzSt6kPHkmABCxHgCublmPpo54k0ujVq1f1ipZ5A1ntS5YsmcdXEhq9YsWKHp+t5Y15zlCRWf4AyD5P2bcpCd779+8PSeHys+JTNj9ra8TvDhw4oPexisvwgAEDtKGZVs2xa/++eLR3F8b1dKGhacSJo0z+InBVpetpN3AIYhUojLaDhmpDM3oMFfSqZWes+esQ+gwaj7Tps/xgaHodNEHCJOjQpR/Wbj6CTj0GI1HiZHj+5CHmjuqL6pniYEDzOjh39LDXZvxMAlZNIJpTdDTs1BPLjt/BwFmrVATmgnBzewdZ4UydOrVe8TQF0bJqRX8ivE/vAcTDyzyv5k+6+uErn/b9Q0N+QQIk4G8CNDb9jfD3HeTOnVsH7fnZE0lZ6ZT0J5JPzmuRvY2tWrXSKQHMz8WIEUPn6ypUqNBPf3C9+xEOHvzHKTevb/5exvzdZ691JJy71yLBgmSvqiRYFqNLjOpdu3bpan5l43UMo3yWJ6wS8EFSOogrjwQnkOAFVYsXw+6F83Bu41q0qF0TDg7hjSIy5SABixA4c/ESanToiBSlymHy4j/h9v49MmbJgUEjpmLlhv1o2Kw9HKPF8PVY8n+linIvXLhiOya4LkGBwiX1/6kda5egddlcaFehEI7s3qH2t/m6azYgAcMSCBkquEr5UwWT1u/GnF1nUaF+C4QJGw6yl1NSp0lkeMnBLH9fjVC8u1fw7pxf7gFkG8qmTZu0m7G57iGV54RE4Ze0SlL80rd5f3xPAiRgGQLB1M0x/0RbhqWPenFzc9MutBLmXPJribuH183uXjsSY0X2c0rbhAkTIkqUKF6rGOKzJFYWl1nzZMu/Ekye0F64cMHTab+w8dRBEH6QOdqwYQMGDx6MY8eOaUkiqz2sbWrXQqs6NSA5B1lIwBYJHDp1CkOmTcfG3f9o9UKGDIXS5aqias1GSJYidYCo/OjhfaxduRBrVi6C27u3eoxUmXKgQac+yFOiHHNxBgh1dhrUBN68eoO/l8zBihnj8OT+HS2OpCaTKLYNGzbUXkRBLaN/xvfLPYDsZ72pvCkiRYqkAw96NWxN8vilb1NbHkmABPxHgMam//ix9f8JLFmyRK+2moDInoqVK1fqHJ0SOffs2bM6efvdu3d1FVlhlfycpsi1pnbWdpT8mMuXL8fQoUNx7tw5LX50x6jo0qgh2tSpzWiy1jahlNdnBNQzyl2Hj2gjc8eh766s4i5fqVo91KrXHDGcYvmsH3/Wevf2DVYro3PZopl4raLYSkmSOgPqqdQphSvUUJ4Z/hyAzUnAgAQkUNZWdd0vmjAE929e0xJK0BxJeyY5mh0cHAwoNUUiARKwVwI0Nu115i2st7jHyn5MUylfvryOqGf6LPkkkydPjpcvv98QSjAk81QvpnrWcpTIsuLCNHz4cL0HV+SOqwKWdGvSGM1rVlOuz+GsRRXKSQI+J6CMzL/2/IPB02bgoFrRlOIQPgKqqoA/Neo0QVTH6D7vy4I1P3x4j/Wrl2DJQlc8e/o9JVS8JClRr0NPlFAGsLgkspCArRH48uVf7FYBtBaMG4xbl78/7JRtNp07d9ZbcGS1j4UESIAEgpoAjc2gngEbGX/fvn3Inz+/J23ERVjcZcWtVlb9zN1rJUT5kCFDPNW3hg/i/iwpS0aOHOkRUThxvLjo0bwZ/qhUESHDhLYGNSgjCfiOgHITX7V1O4ZMn4GTFy7qthEjRUatOk1RpVYjRIxojJvaT58+4q/1K7BIRfIUV1spMeMlRO22LiirjOEwYb/nANYn+A8J2AgB9d8T+zevx4Kxg3D5zPdtHLLdpn379ujQoYNOuWYjqlINEiABKyRAY9MKJ82oIosRJvs2vcsJFjp0aAwcOBBdunT5IfiQUfUSuWQl09XVVecRNaUvSZ00CXq3aI7aZUsjmApMwEICNkdArWSu2rIVfSZOxsXr3/MAO0aLjtoq9UjFKnUNG+jqi0o3tW3rOiycMwV3bn2XO6py7a3XoRcqqdQpoULTv9bmrlUqpINkHd21Ta90njn8fQ91eOV50L59O3Tr1s2w8R44dSRAArZNgMambc9voGv3USVil2isskfz2bNnePHihd6XKVF3ZZWzaNGiSJQoUaDL5dcBJfCP7MmUlVgJQiAlU+pU6NOqJaoULwpGIvErWbYzOoF/jhxF11FjcOTMWS1qzFhxUFcZamUr1rSaQCSyp/qfXZsxf9YkXLv6fUU2tkqp0rzXcLWnszr/+xr9IqR8fiZw6uA+bXQe271F9+Ho6AhJGdK6dWur+f/rZ+XZkARIwFAEaGwaajoojJEI7NixQ0f5O378uBZLVjKHd3ZGhSKFoUIIG0lUykICFiNw4eoVdB89ziO6rOzDbNLcGeUq1VR7H63TDVWCru/dvRWuk4d7rHSmzJgdrfqNQpZ8BS3Gjh2RgNEInD92BK4Du+H0oT1aNHnYK1HTa9eurR62cC+z0eaL8pCALRKgsWmLs0qd/EXg9OnT2sjcsuX7E+HYKuDCoA5t0bhyJbrL+ossGxuZwINHj7S77NzVa5U73r8IF84BtRu2QK26Et3SNvLCSk7CTeuWYfb0sXjx/JmejpxFyqBFnxFIljadkaeHspGAnwmo/844uO0vuA7q7hFIKHPmzBgxYgSKFy/u537ZkARIgAR8QoDGpk8osY5dELhz545OBr1gwQKtb4Tw4dGjWRM4N6qvb7ztAgKVtDsCb1T6kOEzZmPsvAX4qPYmS566ilXrolHT9nCMFsMmeUj02uWLZmHxAlcVuMxN61hK5QVt3H0wYqmAXywkYIsElFc5Ni+bhznDe+Ppo+8BtMTYFKNTjE8WEiABEggIAjQ2A4Iq+7QqApKORfJkTpw4UQcCCqmC/bSuXRN91b7MaNEcrUoXCksCPiXw5eMnTP5zCQZOm46Xr1/rZoWKqlW+tt0QP0Fin3Zj1fVevnyu9nNOxJoVCyH7O0OpAGZVm3XUgYQiRTFGhF2rBkzhDUnA/f1HrJwxHosnDoXbuzdaxrp162r3WmuKqWBIuBSKBEjgBwI0Nn9Awi/shcBnFbFy8uTJOjruq1evtNq1ypTGUOf2SJwggb1goJ72RuD/EWa7jByNW/cfaO0zZsmB1u17IG36LPZGQ+t77+5tzJw6Cju2btCfI0aOikZd+qNyk3YIGZL7s+3yorADpV89f6mCCA3CmjmT8fXLZxXML7SOXNu3b18wR6cdXABUkQQCiQCNzUACzWGMRUDygrZq1Urn/xTJiuTMgZHduiBrurTGEpTSkIAFCVy7dRNtBg7F1v0HdK+JEidDy3YuyFugmIp5RaPq4vlTmDphKE4eP6z5JE2TEc4jpiFDztwWnAV2RQLGIvDw9h3MHNYT21cv1oLFjh0b48aNQ40aNfi7YKypojQkYJUEaGxa5bRRaL8SePLkic43Nn/+fN1FYrU/a1LvnihbSEWk5M22X7GyncEJuLt/wFDXmRg+aw5kRT9ChIho3q47KlSqrVbumCPWfPokONL+f7Zj/Kh+ePTw+7620rX+QMu+oxE1Ot3qzVnxvW0RuHTqBMZ1b42LJ78/bClWrJj2/kmZMqVtKUptSIAEApUAjc1Axc3BgoqA7MeaMWOGzpcpLrOhVAoHCf7Ts2UzlXMsbFCJxXFJIMAJbNq1G20HDfFwmS1TvhpaKZdZSWnC8msC7h8+YMG8Kfhzniu+KBdDca1t3nsEytVrpoIo/bodz5CANRNQqaWxUQXPmj6oG96+fqkeRoVS0dm76b+dDg4O1qwaZScBEggiAjQ2gwg8hw08AseOHdMus3KUUjJfXkzp2xNJEybSn/kPCdgigbsP7qP9oGFYu3OXVi9JspTo7DIYGTPnsEV1A0ynO7dvYNyIvjh6eK8eI1WmHOg8yhUpMzJ6Z4BBZ8dBTuDlsxfa4PxryWwtiwQOkiB65cuXD3LZKAAJkIB1EaCxaV3zRWl9QUCizPbq1QvTpk3TreLGdMKEnj1QtaTKK0aXWV+QZFVrIvBVpS8ZNXceBkxxhfvHjzptT5OWnVGtZkOEVCv6LL4nIK61u7ZvwsQxA/Ds6RPdQaXGbdGsx1C14hnR9x2yBQlYCYEzhw8q19pWuH7htJa4QoUKmDBhAsT4ZCEBEiABnxCgsekTSqxjVQTkxlByZXbt2hVPnz5F8ODB0alhffRv2wbhI9hGcnqrmhAKG2gEdh48hNYDBuHyzVt6zKIlyqOtc2/EcIoVaDLY8kBubu8wd8Y4LP9zDr4pf8Mo0Z3Qut8YlKxRj8+vbHni7Vy3L1/+xZrZkzBb5ed87/YWYcOGUzmpe6Nz585qG0oYO6dD9UmABH5HgMbm7wjxvFURuHXrFpo0aYKdO3dqufNlzQLX/n2RNkVyq9KDwpKAbwi8ffcW7QcPw7w163QzyZPZyWUQsufM75tuWNeHBK5fvYTRKnrn2dPHdYss+Yuh+/i5iB0/ng97YDUSsD4CTx89xtS+ztixdokWPnXq1JBge9mzZ7c+ZSgxCZBAoBGgsRloqDlQQBKQ1cxZs2bB2dkZbm5uiBY1inL96Yr6lSrSZTYgwbPvICewbd9+NO7VB/fUjaDkyWukckPWbtgCoUNzxSEgJ0dWNv/euApTxg/Gm9ev4BA+AtoMmoBydRtzlTMgwbPvICdw7J9dGNutFe7duKw8h0Ko4EE91EpnH/WbEzrIZaMAJEACxiNAY9N4c0KJfEng3r17aNasGTZv3qxbVi1eDK4D+yK6YzRf9sTqJGA9BNzeuaHzyFGYvmyFFjpVmgzoPWAcEiVJZj1K2ICkL54/VaucvfDPri1am5xFyqDb+DmIESumDWhHFUjg5wTcP3zCzKE9sGL6OFXhX2TMmFGvcsqRhQRIgATMCdDYNKfB91ZFQFYzFy5ciPbt2+P169eIEikSpvXtjVrlynA106pmksL6lsCeI0fRyKWnTmcSQuXJbNzCGXUbtGTOTN+CtFB9+S3a+vdaHbX23bs3iBApCjoMm4IS1epwldNCjNmNMQmcPrQfQ9s1wEMVtTlEiJDo168vXFxcdHoxY0pMqUiABAKbAI3NwCbO8SxC4NGjR2jRogXWr1+v+ytXqABmDhqAWE5OFumfnZCAEQm4u39A99HjMHHhYi1e8hSp0UutZiZTR5agJ/D0ySOMGNQdhw7s1sLkK11ZpUmZgWhOzGka9LNDCQKKwPt3H+A6qCvWzp2ih8iWLZte5UyTJk1ADcl+SYAErIgAjU0rmiyK+p3AsmXL0KZNGzx//hwRVXTZSWq/SMMqlbiayQvEpgkcPHkKDbv3xNXbt3WE5YaN26FB07Z6n6ZNK25lyskq58b1yzBp9EC8f++GiFGjocuo6ShcoaqVaUJxScB3BI7u2YkRHf/Ak/t39J7xwYMHoVOnTmrFM4TvOmJtEiABmyJAY9OmptO2lXn27Blat26NFSu+71ErkTcPZg8ZgHix49i24tTOrgl8+vQRfSdMxsjZcyGGTOIkydVq5ljIHk0W4xJ49PA+hg/shmNH9mkhi1SsBecR0xDZMYpxhaZkJOBPAm5v3TC5T0ds+nOW7ilPnjyYN28ekidnRHh/omVzErBaAjQ2rXbq7Evwbdu2oX79+nj8+DEcwoXDWBVptkWtGlzNtK/LwO60vXTtGqp37IJzV6+qvX/BVJTZlmiq9mcy0qx1XArycGDNqkWYMm4wPrq7I6rKd9pn6p/IVqCwdShAKUnAjwQObN+MUR0b4/mThzov56RJE3VaMvkdYyEBErAvAjQ27Wu+rU7bL1++YMCAARg8eLCWPX+2rFgwfAgSxY9vdbpQYBLwDYGFa9aiRf9B+KCMlHjxE+nVzPQZs/qmC9Y1CIF7d29jaP9OOHPqmJaoYef+aNSln3IvNIiAFIMEAoDAm1dvMKFHG2xTD1yk1KlTB66urogYMWIAjMYuSYAEjEqAxqZRZ4Zy4cGDB6hduzb++ecfTaN/29bo17oleIfGi8OWCXz48B6t+g/G/LXrtJoly6ggMz2GwMEhvC2rbfO6ff36FfNmTMDcWRO0rpnyFkFf1yWIHpNBzWx+8u1cwc3LFmFMtxb4qH7bUqRIobfCZMjAbQB2fllQfTsiQGPTjibbmlTdsmWLdpt9+vQpYkaLhiVjR6FwrpzWpAJlJQFfE7h47Sqqtu+Ei9dvIEyYMHDuNghlK9bQLrS+7owNDEng2OF9GNC7A16+eIYo0Z3QZ9oSZC9YxJCyUigSsBSBW1euoG+Tqrh1+Zz6bQuLiRMn6PzYdKu1FGH2QwLGJRDcuKJRMnskIG6zvXr1QqlSpSCGZrHcuXBm/SoamvZ4MdiTzmpv3/xVa5ClSk1taCZIlAQzF2xAuUo1aWja2HWQLWc+zFuyGVmy58arZ0/QuXpRzB7eD2rhk4UEbJZAIrWiOWPLMZSt0xQfP7rr1GV169bF27dvbVZnKkYCJPCdAFc2eSUYhsD9+/e12+zevXv1DfbAdm3Qu2Vzus0aZoYoSEAQkPQYLfsNwsL1G3T3pcpWRSeXQXSbDQjYBupTu9XOnoi508drqTLlLoQ+05ciRqyYBpKSopCA5QlsWfEnxnRtDnf12ydRapcvX45MmTJZfiD2SAIkYAgCNDYNMQ0UYvPmzdptVtKbxIoeHUvHjUbBHNkJhgRsmsCFq1e02+ylGze122yn7oNRpkJ1rmba9Kx7Vu74kf3o36u9dquNHC0G+qpotdkLF/NciZ9IwMYI3FYRtsWt9ualszq6trjVNm/enL99NjbPVIcEhADdaHkdBCkBcZvt2bMnSpcuDTE0JXemuM3S0AzSaeHggUBg3srVyFq1FsTQTJg4KWYu3Mj9mYHA3WhDZM2RV7vVZs2RB6+fP0XnmsUxc2gfutUabaIoj0UJJFQrmtOVW235es0huYRbtmypPZvevHlj0XHYGQmQQNAT4Mpm0M+B3Urw6tUr1KxZE1u3btVPMwd3aIeeLZqpRyB8BmK3F4UdKP7t82e0GzocU/9cqrUtU74anLsPQrhwDnagPVX8FQFxq10wdzLmuI6D5OfMUaQ0+s9YjgiRIvyqCb8nAZsgsG3VUozu0gwf3N4hbdq0WL9+PZIkSWITulEJEiABgMYmr4IgIXBFRaYrX7485BgtahSsmjieq5lBMhMcNDAJvHr9CtVUtNkdhw4jZMhQ6KJSmkgQIBYSMBE4fvQA+rq0xutXL5EgWWoMXbQRCXjjbcLDo40SuHPtGno1rIjbVy/A0TEaVq1aiUKFCtmotlSLBOyLAJeQ7Gu+DaGtrGTmyJFDG5rpUyTHiVXLaWgaYmYoREASuHz9OrJVq6UNzaiO0TFpxjIamgEJ3Er7zpo9j45EnDhpCty5dhGtSmbD0T07rVQbik0CPiOQIFkyTPv7MHIWKYMXL56jWLHimD59us8asxYJkIChCYTor4qhJaRwNkNAXMMmTpyoAwG5u7ujUpHC+HvmNERXeTRZSMCWCfy95x8Ub9Icj589R/KUaTBRRR1NkiylLatM3fxBIGKkyChZpgpu3biKa5fPY/uqRYgYOTpSZ8mhthz4o2M2JQEDEwgdJjSKVq4L9w/vcfbIPmzcuFHHcihevDhChAhhYMkpGgmQgHcE6EbrHR2esxiBT58+oXXr1pg9e7buU1KaDFJ7NLk/02KI2ZERCagHLGPmzEOXkaO1dIWLlUXP/qO5P9OIc2VAmb59+4aZU0dh4dypWjoJptJx+FSECs0bbwNOF0WyIIG/ly7EqM5N8eXzJxQpUgQrVqxQ7rWOFhyBXZEACQQWARqbgUXajsd58uQJqlatin379iFM6NCYP2wwapYra8dEqLo9EJAIi81698eCdeu1uo1bOuOPph0Y2t8eJt/COm79ey2GDeiKz+rGO2Oughg4ZzWiRueNt4UxszuDETh39DB6NaqIl08fI2nSpNiwYQNSp05tMCkpDgmQwO8I0Nj8HSGe9xeBM2fOoEKFCrh9+zbiOMXAuqmTkS19On/1ycYkYHQCT549RcU2HXDo1GmECRsWvQeMQ+FiZYwuNuUzMIEL506iR+dmeK6urVjxE2GYSpWTNE1aA0tM0UjA/wQe33+AnvXL4+q5E4gYMRKWLl2CMmX4W+p/suyBBAKPAAMEBR5ruxtp7dq1yJ07tzY0sysD87gKBERD0+4uA7tT+PSFiyp/Zk1taDrFjI1pc9bQ0LS7q8DyCqdJlxmzlIGZKk16PLp7C63L5sS+vzdYfiD2SAIGIhAzbhxM3rAfBctXx9u3b1C2bDmMHj1apwcykJgUhQRIwBsCDBDkDRye8juBKVOmoGHDhsrt6zPqlC+DdVMmIkrkyH7vkC1JwAoIbN9/QAcCeq5yyKbLkBkTXJcgnlqFYiEBSxAIHz6CDhx07/5tXL14DjvWLkGU6LGROnM2S3TPPkjAkARChQ6JQsrYDBYsBE4d2IVt27bpwEGlSpXitgRDzhiFIgHPBGhseubBT/4kIBFn+/XrBxcXF93TYBUEaHzPHjqnoD+7ZnMSMDSB5Zv+QpX2zviogmEVL1URQ0fPQATl9sVCApYkEDKkuvEuUhrBggfDyWOHcGj7RrXKExyZ8hRkpFpLgmZfhiIgUZgz5y2IhCnSYd/mdTh86BAuXbqkt+nI/wkWEiAB4xLgnk3jzo3VSfb161cdcXbGjBn6aePMQf3RpHo1q9ODApOAbwlMWrAI7YcM081q1m2CNh17q0DL3KXgW46s7zsC69b8idFDemqXwgoNW8FZRaplhgjfMWRt6yNwYt8evY/zvdtbFC1aFGvWrFH7OSNanyKUmATshACNTTuZ6IBWU/Jm1q1bF6tXr0bo0KGwfNwYVCxWNKCHZf8kELQE1Ep+n/ETMdh1hpajZXsX1G3Qkq5dQTsrdjX6np2b0b9nOx2ptmC5aug99U8VlCqUXTGgsvZH4MrZ0+haq6SOVJs1a1b89ddfcHJysj8Q1JgErIAAjU0rmCSji/j69WtUrFgRe/bsQaQIEbDRdQryZ+ceIqPPG+XzH4F/v3xBs34DMHvlar2K2b33CJStWMN/nbI1CfiBwMnjB9HduSneu71D5jyFMXThBoSPGN4PPbEJCVgPgfs3b6FTjaJ4ePsGkiVLhq1btyJx4sTWowAlJQE7IUBj004mOqDUfPToEWST/unTpxE7RgxsnT0D6VKmCKjh2C8JGILAx4/uqNWxC9bu3KVW8kNjoHJfzFewuCFkoxD2SeDqlfPo3LYhXjx/iuTpsmDk0i2I5hTdPmFQa7sh8PzJM7XCWQLXVGqgWLFiYfPmzciYMaPd6E9FScAaCNDYtIZZMqiM165dQ8mSJXHjxg0kT5gQ2+bMQMJ48QwqLcUiAcsQeKPC75dr2RZ7jx1HhAgRMXLCXGTIlN0ynbMXEvAHgfv37qBT23q4f1flNU6UFGOWbUfcxIn80SObkoDxCbi9dUOPBhVwav9OnYtzw4b1KFiwoPEFp4QkYCcEGMHCTiba0mqeOHECefPm1YZm1rRpcWDpQhqalobM/gxH4NGTJ8hXp4E2NKPHcMLU2atoaBpuluxXoLjxEsB1zmqkSJUWD25dR+tyuSB721hIwJYJiMv4qCWbIXuWJRdniRIlddAgW9aZupGANRGgsWlNs2UQWffu3aufGj5RN97F8+TGngVzEd0xmkGkoxgkEDAEbt+7h9y16uLslatIkDCJuqlfgyTJUgbMYOyVBPxIIKpjdEyavgxZc+TRwVPaV8iH04cO+LE3NiMB6yAgQbH6z1wBicr86dNHVK1aDXPnzrUO4SklCdg4AebZtPEJtrR6YmjKHk03NzfULF0KqyeOQ5hw4Sw9DPsjAUMREEOzQL1GuP3gIVKlyYAJrksQ3SmmoWSkMCRgIhA6dBgULVEed+/cxJVL57B7/TJkyFUIseLFN1XhkQRsjoBkm8pdvKyKBh4CJ5VL7bp165EwYQJkzpzZ5nSlQiRgTQRobFrTbAWxrCZD8/3796hXsRz+HDkcwUMxxH4QTwuHD2ACJkPzzsOHSJs+E8ZPXYxIkaME8KjsngT8RyBEiJAoULiU2r95C5cvnqXB6T+cbG0lBIIFAzLnLYhQoR1wfO82GpxWMm8U07YJ0Ni07fm1mHZeDc2Fw4aC2cMthpcdGZSAV0Nz7ORFCK+CArGQgDUQCK6WevIXKkGD0xomizJalECGXHlpcFqUKDsjAb8ToLHpd3Z205KGpt1MNRU1I0BD0wwG31otARqcVjt1FNyfBGhw+hMgm5OAhQjQ2LQQSFvthoamrc4s9fKOAA1N7+jwnLURoMFpbTNGeS1FgAanpUiyHxLwOwEam35nZ/MtaWja/BRTwZ8QoKH5Eyj8yuoJ0OC0+imkAn4kQIPTj+DYjAQsRIDGpoVA2lo3NDRtbUapj08I0ND0CSXWsVYCNDitdeYot38J0OD0L0G2JwG/E6Cx6Xd2NtuShqbNTi0V84YADU1v4PCUzRCgwWkzU0lFfEmABqcvgbE6CViIQLB/VbFQX+zGBggcPnwYRYoUgSm9CaPO2sCkUoXfEnjw6BHy1K6v8mg+0OlNGHX2t8hYwcoJfP36FYP7OmPb5nUIFz48xq3ajTRZslm5VhSfBH5PYNGEkZgxpLuqGAwLFy5AvXr1ft+INUiABPxMgMamn9HZXsOLFy8iX758ePHiBepWKItFw4cxvYntTTM18kLg1etXyFunAS5cu4406TJh7OSFiBAxkpda/EgCtkfA3OCMGDUapm06hATJktmeotSIBLwQMBmcko9248YNKFWqlJca/EgCJGApAjQ2LUXSyvu5e/cu8ubNCzmWK1QA6yZPRPBQoaxcK4pPAt4TcHf/gKKNmuLAyVNIlDgZps5ehUiRo3jfiGdJwIYIfPn8GT06N8PB/bvgFDcBpv51GE6xY9mQhlSFBH5OYOqA7lg6ZSTChXPArl07kTNnzp9X5LckQAL+IkBj01/4bKOxrGTmz58fFy5cQJ7MmbBj3iyEDRvONpSjFiTwCwLf1E12xbbtsXH3P3CKGRuuc9fo4y+q82sSsFkCHz68R8dWtXH+7CkkTpUek9bvQ6QoXN232QmnYpqAbCIb1v4PbF42D46O0bB//z6kSpWKdEiABCxMILiF+2N3VkZA9maWL19eG5ppkiXFpulTaGha2RxSXD8QUHcZTfr004ZmxEiRlevsIhqafsDIJrZBQFZ2Ro6fh4SJk+LmpbPoUa8s3D98sg3lqAUJ/IJAsGBAt7GzkatYObV96DlKliyJe/fu/aI2vyYBEvArARqbfiVnA+0+q5WdGjVq4MCBA4gfKxa2zZ6BKHQhtIGZpQq/I+AyeizmrVmHMGHDYtSEeUiUhPvUfseM522bQOQoUfVDlxhOsXD2yD70b1YdX74wfqBtzzq1CxkqOAbOWom02fLgzp07eu+meHuxkAAJWI4AjU3LsbSqniQIcbNmzbBp0yZEjRwZ2+bMQBxlcLKQgK0TGDd3HkbMmgNJATF4pCvSZchi6ypTPxLwEYGYseJg7JRFiKgCZB3Yuh6j1V5Oxqv3ETpWsmICYR3CYPjiv5AweRqcP38eFSpU0BH5rVglik4ChiJAY9NQ0xF4wri4uGD+/PkIp1Z2Ns90RcqkSQNvcI5EAkFE4M91G9Bp+Cg9es9+o5E7b+EgkoTDkoAxCSROkhwj1Wp/6DBh8NeS2SpFRE9jCkqpSMCCBCJHjYzRy7cheux4au/mftSsWVOt7H+x4AjsigTslwCNTTuc+7Fjx2LkyJEIESIEVk8ajxwZM9ghBapsbwQ2/7MXDXr00mq3ce6FUuWq2hsC6ksCPiKQPmNWDB4xTa/+L544DCumT/RRO1YiAWsmEDOuWtlfsUMFx3JU6VA2onnz5mpln67k1jynlN0YBEL0V8UYolCKwCCwePFitGzZUg+1aMQwVC5ZPDCG5RgkEKQEjp45i9LNWuKT2qdcu35zNG7uHKTycHASMDqB+AmTIGacuNi7eyuO7NqMeElSIWmadEYXm/KRgL8IRIkWDRlyFcL21Ytx7NhRfPz4EcWKFfNXn2xMAvZOgKlP7OgKkEBAhQoVggQGGuvSFc5/NLIj7amqvRK4/+ghslapicfPn6NU2aro2X+0XrGxVx7UmwR8Q2DxAldMmzAMIVXe5Unr9qlAKjl805x1ScAqCRzYvhk965XDt29fMXfuXDRq1Mgq9aDQJGAEAnSjNcIsBIIMEmWtcuXK2tBsU6c2Dc1AYM4hgp6Au/sHVGjVXhuambPmhEufETQ0g35aKIEVEajboCUqV6uHL+ohZc+GFfD4/gMrkp6ikoDfCOQpVgqdVAA5Kc2bt9BR+/3WE1uRAAnQ2LSDa8DNzQ0VK1bEkydPUCx3Lkzq5WIHWlNFuyeg9to07N4LJy5cQJy48VXk2el6dcbuuRAACfiSQIcu/ZElWy68fPoYvRpUgPv7j77sgdVJwPoIVGjQFJWbtFMP6T/ph/Xy0J6FBEjA9wRobPqemVW1+Pbtm3b/OHXqFJIlSIAVE8YgWMiQVqUDhSUBvxAYPNUVyzdvgYNDeAwfNweSR5CFBEjA9wTEhXbQCFf90ObK2eMY1r4hU6L4HiNbWCGBdoMmIEv+YvphvTy0l4f3LCRAAr4jQGPTd7ysrvagQYOwcuVKRIwQHhtdJyNK5ChWpwMFJgHfElizdRv6TJysm/UbMhFJkqbwbResTwIkYEZAHtbIQxt5eLNr/TLMHzvE7CzfkoBtEggZMhgGzFqJuImTQR7ay95NeYjPQgIk4HMCNDZ9zsrqaoqRaQo2vGzsaObStLoZpMB+IXDm4iXU7frdVbxlexfkLcBIgn7hyDYk4JWAPLTpP3SS/nrOiN7Ys3Gt1yr8TAI2R0BycA5buAnhI0TSD+/lIT4LCZCAzwnQ2PQ5K6uqefLkSdSvX1/LPLpbF5QuWMCq5KewJOAXAs9ePEf5Vm3xwd0dJcpWgQQ3YSEBErAcgTz5i0Ie4kgZ3KYOrp49Y7nO2RMJGJRAohQp0GfGMiVdMP0Qf8WKFQaVlGKRgPEI0Ng03pz4W6LHjx/rgEDu6oa7YaWK6Ny4kb/7ZAckYHQCXz5+QqU2HXDn4UOkSZcJ3XsNR7BgwYwuNuUjAasjIA9x5GHOxw8f0KNBebx4+tzqdKDAJOBbAhKhtnX/MbpZgwYNIQ/1WUiABH5PgMbm7xlZVQ1JQCwpTu7evYvcmTJh1ozce68AAEAASURBVMD+6kEcb7itahIprO8JqMizLQYMxP4TJxE9RkwMHT0TYcKE8X0/bEECJPBbAvIQRx7myEOdJ/fvoM8flfDp45fftmMFErB2AjVbOaN0rT8gabUkYJA83GchARLwngCNTe/5WN3Z1q1b4+DBg4gXKybWThmPkGFCW50OFJgEfEtg0sLFmLNqjTYwh4+dpQxOJ992wfokQAK+ICAPc+ShjjzcOXtkH8a7tPZFa1YlAeskIM/uO4+agbTZ8uiH+lWqVMGnT5+sUxlKTQKBRIDGZiCBDoxh5s+fjzlz5iBM6NBYP20SnKLHCIxhOQYJBCmBo2fOotOIUVqGHv1GI1WaDEEqDwcnAXshIA915OFO6NBhsHHxTGxZvtheVKeedkwgdJiQGDJ3LaLHjocDBw6gZ8+edkyDqpPA7wnQ2Pw9I6uocUElrm/VqpWW1bVfH2ROk9Yq5KaQJOAfAq/fvEaNjp3w5csXVFOuTcVKVvBPd2xLAiTgSwLycKdDt/661ZhuzXH76lVf9sDqJGB9BBxjxsCAmSsQPHgIjBkzBhs3brQ+JSgxCQQSARqbgQQ6IId5//49atSogQ8qWEO9iuXQqGrlgByOfZOAMQiofZp/uPTGrfsPkDJ1OrTu0MMYclEKErAzAhUq1UbxUhXhrv4W9W1SVR0/2hkBqmuPBNLnyIXmau+yFAkYdOfOHXvEQJ1J4LcEaGz+FpHxK7Rr1w7nz59HysSJML1/XwYEMv6UUUILEJB9mmt27IRD+AgYOHyaduWzQLfsggRIwJcEJGBQl55DET9BYty8dBYTe7XzZQ+sTgLWSaBWmy7IWaQMXr58gVq1auHz58/WqQilJoEAJEBjMwDhBkbXCxcu9NinuWrieDg4hA+MYTkGCQQpgWNnz/23T7PvKMSNlyBI5eHgJGDvBMLLQ58RUxAqVGi9f3PbqqX2joT62wGB4OouuteURYgRK64Ozti7d2870JoqkoDvCNDY9B0vQ9W+ePEiWrRooWWa0rcX0qZIbij5KAwJBASBN2/feOzTrFqzIQoXKxMQw7BPEiABXxJIniItOnTpp1uN7tIUd65d82UPrE4C1kcgSrSo6Dtjud6/OXLkSPz111/WpwQlJoEAJEBjMwDhBmTX5vs065QvgybVqgbkcOybBIxBQO3TbNyjD27eu48UqdKiTcdexpCLUpAACWgCFavWRdES5fHBzQ39mlaD+wemheClYfsEMubKg6YuQ7Si9es3wL1792xfaWpIAj4kQGPTh6CMVq1Dhw44d+4cUiRKhBn9+3OfptEmiPIECIEpi//Eqm3btbv4wGFTuU8zQCizUxLwOwHZv9mt1zDEjZ8Q1y+cxqQ+HfzeGVuSgBURqNO+O7IXLoUXL57r/ZsSJZ2FBEgAoLFphVfBn3/+iVmzJLdZKKwYPwbhI3CfphVOI0X2JYGTF87Defj3fJrdeg9HvASJfNkDq5MACQQGgfARImKQCtoVMmQobFjgiu1rlgfGsByDBIKUgOzf7D1lMaLHjIP9+/ejT58+QSoPBycBoxCgsWmUmfChHFdVDrPmzZvr2hN79kCG1Kl82JLVSMB6Cbi9c0P1Dp11pL+K1eoyn6b1TiUltxMC4ubevrOKjq7KqE6Nce/GTTvRnGraM4Go0R3V/s1lCBYsOIYPH47NmzfbMw7qTgKaAI1NK7oQvn79ioYNG8JN7YWpUaokWtSqYUXSU1QS8DsB5+Ejcf3OXSRLnhrtO30PQOL33tiSBEggMAhUrl5fBfAqq/dvDm1XH+pPGAsJ2DyBTLnzoYnLYK1n48aNlVvtC5vXmQqSgHcEaGx6R8dg58aMGaNDa8dxioEZg9QNt9obw0ICtk5gy959mLlipXbJ6zt4AsKECWPrKlM/ErAJArJ/s6vKvxktegycO7ofK1zH2oReVIIEfkegbvseSJc9Lx4+fIj27dv/rjrPk4BNEwj2ryo2raGNKHf+/HlkzpxZuxH+PdMVpQrktxHNqAYJ/JqApDlJU7Yi7j9+ghbtuqN+o9a/rswzJEAChiRwYO8OdOvYGKFCh8bsHaeRKCW3fxhyoiiURQncuXEDTQqlw0f3D1i9ejUqV65s0f7ZGQlYCwGubFrBTH3+/Fm7z8qxSbUqNDStYM4oomUItBs0TBuaadJlQu163/cqW6Zn9kICJBBYBPLkL4rSFarj86dPGNquIb584TPuwGLPcYKOQIIkSdC8z0gtgOREf/r0adAJw5FJIAgJ0NgMQvg+HVo2mR8/fhwJYsfGeJfuPm3GeiRg1QQ27NyFBevWq6jLodFrwFjlRhvSqvWh8CRgzwQ6dOoLp5ixcenUEfw5abg9o6DudkSgapO2yJynsDY0W7duDToT2tHkU1UPAnSj9UBhzDenTp1CtmzZVGCFr9gxbzaK5M5lTEEpFQlYkMDLVy+RukxFPH7+HG2d+6BWvaYW7J1dkQAJBAWBI4f+Qac29RFCPTiaufUEkqVLHxRicEwSCFQCD2/fQaNCaVWgrHdYsmSJzsEZqAJwMBIIYgJc2QziCfBu+E/K5Uiiz4qh2bpOLRqa3sHiOZsi0Kr/YG1oZsycHTXqNLYp3agMCdgrgRy5CkBSF31Vye6HtGug3GoZntZerwV70jt2wgRo3f97cKw2bdrg0aNH9qQ+dSUB0Ng08EUwcOBAnDlzBknix8Oorp0MLClFIwHLEVi1eQuW/b0ZYcKGRY9+YxBcMmWzkAAJ2ASBNh16IXaceLh+/hQWjB1oEzpRCRL4HYEKDZohW6GSOg2K5EqnO+3viPG8LRGgG61BZ/Po0aPIlSsXvn37hr2LFyBftqwGlZRikYDlCDx9/gyplPvsi1ev0Kn7IFSp0cBynbMnEiABQxA4efwg2jWvpR8kTd9yDCkzZjaEXBSCBAKSwOP7D9Aof2q4vXuD+fPno0ED/n0LSN7s2zgEuGRgnLnwkMTd3V27z4qh6dyoAQ1NDzJ8Y9MEVBamln0HakMzS/bcqFStnk2rS+VIwF4JZM6aG9Vq/aEfpg5p2wCfPn6xVxTU244IxIwbB20HT9Qat2vXHvfu3bMj7amqPROgsWnA2R88eDAuXryIlIkTYVinDgaUkCKRgOUJrNqyFau374CDQ3j07Dua7rOWR8weScAwBFq27Y548RPh1uVzdKc1zKxQkIAmUKZ2Q+QuXh5v3rxGq1atAno49k8ChiBAN1pDTMN/Qly+fBnp0qVTeci+4MDSxcidOdN/J/mOBGyUgNs7N6QoXRYPnjxFF5chqFSdq5o2OtVUiwQ8CJw+eQRtmlZHyFChMP+fi4ifNKnHOb4hAVsl8PTRYzTIk0K7065btw4VKlSwVVWpFwloAlzZNNCFIBvGJVKZGJpNqlWhoWmguaEoAUug36Qp2tBMlSYDylepHbCDsXcSIAFDEMiYOQfKlK+GL58/Y5yL5CA0hFgUggQClECMWDHxh8tgPUb79u3x/v37AB2PnZNAUBOgsRnUM2A2/vLly7Fjxw5EjRwZIzsz+qwZGr61YQLnr1zFuAULtYZdegxBiBAhbFhbqkYCJGBOoFWHnogYMRKO7dmK3RtWmZ/iexKwWQJVGrdF0rSZcPv2bQwZMsRm9aRiJCAEaGwa5Dp48+YNnJ2dtTQjuzjD0TGqQSSjGCQQgAQkKFD/gTpQSOXq9SErmywkQAL2QyBq1Gho0aa7VnhSr/bKtZCrPPYz+/araciQwdB5pKsGMHLkKFy6dMl+YVBzmydAY9MgU9y/f388fPgQOTNmQNNqVQ0iFcUggYAlsHDtOuw7fgJyw9msddeAHYy9kwAJGJKAuM7Lg6Znjx9g3qh+hpSRQpGApQmky54TZes0VVunPqNt27bMvWlpwOzPMAQYIMgAU3HmzBlkzpxZ/9AcX70MmdOkNYBUFIEEApbAaxWNL1nJsnj24iV6DRyD0mWrBeyA7J0ESMCwBC6eP4NmDcrrKNSzd55BUv4dNOxcUTDLEXj1/CXq5U6GN69eYOnSpahZs6blOmdPJGAQAlzZDOKJkFyaEv5ajm3q1KahGcTzweEDj0CPsRO0oZkxc3aUKsPV/MAjz5FIwHgEUqfNAHGll7+F47q3YrAg400RJQoAAlGiRUXzPiN1z7KVSrZUsZCArRGgsRnEMzp//nwcOHAAMaNFwxDndkEsDYcngcAhcPzceUxbskyvYnRWqU6CBQsWOANzFBIgAcMSEFf6KMql/szhvdi87HvQMMMKS8FIwEIEytVtgjRZcumtVLKlioUEbI0Ajc0gnNEXL16gW7duWoKx3bsikorIx0ICNk/g61e07DdAq1mzblMkSZbS5lWmgiRAAr8nEClSZLRx7qkrTh3QWbkWcpXn99RYw9oJBFd34p1GuaqHrsExYcJEyNYqFhKwJQI0NoNwNnv27Ilnz56hYI7sqFOhXBBKwqFJIPAITF++EsfUymb0GCrXWPOOgTcwRyIBEjA8AXGpF9f618+fYubQHoaXlwKSgCUIpEifEZWbtFVu5F89tlZZol/2QQJGIMAAQUE0C6dPn0amTJl0TsFz61cjVbJkQSQJhyWBwCPw5u0bJCpaCi9fv8agEVNRuFjZwBucI5EACVgFgRvXLqNR7VJ6/+acXWeRLG06q5CbQpKAfwi8e/MOdVWwoJdPH2Px4sWoU6eOf7pjWxIwDAGubAbRVHTv/j2vWJs6tWhoBtEccNjAJzBs+ixtaGbOmhOFipYJfAE4IgmQgOEJiGt9lRoNtJzTB33/W2l4oSkgCfiTQIRIEdC813DdS69evfDx40d/9sjmJGAMAlzZDIJ52LFjB4oVK4aIEcLj1rYtcHSMGgRScEgSCFwC9x89RNLiZfDx0yfMXLAOqdNmClwBOBoJWCGBj+7uOHfmOE6fOIJzZ08gVOjQcHKKhc49hnho45M6HpWt5M3Ll89Rs0J+vH/vhvGrdyNLvoJWIjnFJAG/E1AhDfBHofS4dfkcxo0bh44dudXE7zTZ0igEaGwG8kxIWPfs2bPjxIkTGOrcAT1aNg9kCTgcCQQNgcY9emHu6rUoUrwcBg6fEjRCcFQSsCCBebMnwcHBATVqN7Fgr/919U65nbdqUhU3r1/570v1TqI37z12S3/nkzqeGlvRh/kzJ2Km6xikzJgd07ccUdGrrUh4ikoCfiRwYOtfcKlXFtFUloLr168jcuTIfuyJzUjAGAT40x3I87Bs2TJtaMZxigHnRvUDeXQORwJBQ+D8lauYt2ad3qPcXKU3YCEBaycghuasqaPx+OH9AFHlq1ri6Nml2Q+GpvlgPqljXt/a3teo1xSO0aLj8umj2LV+hbWJT3lJwE8EcisPoAw5C+D58+cYMWKEn/pgIxIwEgEam4E4G+J/LxFopQxs3xZhw4YLxNE5FAkEHYHuo8eoJO3/olK1eoiXIFHQCcKRScACBBbPnaoNTQt09csuZDXzxLFDns5HdYyOUmWrIne+Ivp7n9Tx1IGVfQgXzgGNmztrqWcMccHnT8rHkIUEbJyApJ1u1W+U1nLcuPG4fz9gHmjZOEaqZyACIQ0ki82LMm3aNNy6dQupkyZB48qVbF5fKkgCQmDPkaPYtGcv5MaxUdP2Vgvly5cvuH3zGq5cOYcPHz4gplNspEqTEdGix/BWpyePH+LCuVMQd8c06TIhUZLkyh3Q++d8Hz68x5lTR/Hw3l04xY6DDBmzQca/e+emp7FSp82IkCFD4uL5M+r8Z49zMWPFgVPM2B6fX754hnt3b3t8FjdMkeVXcvhEZrd3b3HDi3tnipRpESZsWDx+9ABXLp3D82dPED9hEqRKnR7hI0T0GP9nb94qPtJGGDs4hEdUtaIl+3ol9+LPyqdPH3H18nlcu3IRMWPFRZr0mX9Z92ftvX736uULXL50Fvfu3EK48A5InDglkqdMo/ma112ycCamTf5vteHJ40c4e/q4R5UYKqVPrDjxlO5P8eD+HY/vhXlaJaMcTeXShTP4/Pm/eYuh9mLGih1Xn7548bSpmsdxxLhZat4ye3z2SR2Pylb6plylWlj+52zcuX0D6+e7omqzNlaqCcUmAZ8TSJstBwqWq4Y9G1eiX79+mDVrls8bsyYJGIwA92wG0oS8VqkekiZNqt0i1k+bjPJFCgfSyByGBIKQgFrNzFG9Fo6ePYcmrTrhj6YdglAYvw+9SbnwjR3RGxKIxWvJmiMPeg8YjxhOMT1OvXn9CmOG98bpk4fx7OkTj+/ljRhd9Ru3Qb2GrTx9Lx8+f/6EIf06Y9eOv/BVGZemIoZ6/ISJlTF23vSVPq7csF8bNkVyJ8cnFXjJVGrVa4a2zr1NH7Fs8WxMGjvQ47O82bTjFCJH+S84mW9lPrBvJ7p1+MNTn2MmL8C6VYvxz64tnr4XV8i+gyYgW858nr6XDzu3bcR0Zbzdv/efYWaqFCJECLRx7uVpT+TmTauxcukcZWRe8mRgS5tUaTJg8EhXD4PN1I93R5mffj3b6AA8XuvJSmKDxm1RvfZ3PVcsmYsJo/t7rebpc8VqddG1x1DI6qe5USqVtu69oA1pU4OSBdNBjHZTqVqzIfLkL4o9O/7G+XMncf3qJdMpfSyvDC8xVnPkKYgjB/Z4W6dVh56IGDGSp/bW+mHPzs3o1bUFIqn5WHb0FsJHDG+tqlBuEvAxgbtqv2b9vCm1V9C5c2eRJk0aH7dlRRIwEgHvH68bSVIrl0X87sX/Pl/WLChfuJCVa0PxScBnBFZu3qINTTE2atVt5rNGBqu1Qhk2wwZ0+amhKaIeP3JAGZSPPaSWFa02zapjx9YNPxiaUkmMC9eJwzF53GB9E2FqKG72PTo1w/Yt6z0ZmnJeVjq9GpqmdpY4+lVmr2N3btvgB0NT6rx4/gx9urfyZFiJW/WU8UPQ16XNTw1NaSd7El8onqYixt7gvs64dOHsD4am1JGVwlaNq+DWjWumJt4eJdJpk3plfmpoSkNZET5y6B/dx+qVC39raHo7mA9PXlaru+vXLPnB0JTmG9Yu1efEEP1dHXMj1odDG7ZagcIlkS5DFrxR87HEbFXZsAJTMBKwAIH4aoGifIMW6u/EN7i4uFigR3ZBAkFDgMZmIHAXf3sJYS1lVLfOEkowEEblECQQtAS+qpU2l7HjtRCy70pW56yxrF/1pyexI6iVydLKvalQ0dJwCB/B0zlZ+WzdpIqnoC4hlJtrwSKlICug5mXpopl6xdH03ZTxg3HowG7Tx0A7+kdm3wgpbrKbNiz3aLJbrd4tWTjD4/Pv3siKqddVxThx40NW+6JEcfRo/vTJI7RrUdNHOeoOH9it3V09Gqs3YtRInylSpTX/GivU6vCv3I7le9MrZAjuTvEEzgIfZDW3tVqplbLMdTSePfbsLWCBIdgFCRiSQKMuAxBWbSvYsGED9u7da0gZKRQJ/I4A/yr+jpAFzou/vbu6Ca1avBhyZWJuQQsgZRdWQMB1+Qpcv3MXCdSePdl3ZY1F79O8dd2T6EmTp0LHrv21O6y72ru5XK18mtxRJR+iV3fQ8VMXIXPW3LqP+XMmY+aUUR79rVm5ALVUxE0x+MQ91GuRxPaVqzfA2zevlBvsILU388d9fF7b+PazX2X+1TjVajVC4WJlsU6tzm31otPtm/+xnDdrwg9dJFb7WYuXqaz3eD68fxfHjx9Ue2K/uydv/XuNp/pZsufGhGlLtFtpx64DUKFkNo+VU1mR3LV9kwqmU8VTG68fbly97PUr1GnYEgUKldTfy15Y2TsrZcma3fpYVLm1mbtT16zbBO069dXnLPFPemXs1lGrGSeOHdQrteZ9yvdSMmfJhWD/wts6tuJCa9I/Q6bsyF+wBPbu2Yp5I/uiyxhX0ykeScBmCURzUl5Brbth3uh+6Nq1Kw4ePOhp37fNKk7FbIoAjc0Ans4rV65gzpw5+qn38C5MzhvAuNm9QQi4u3/AwCnfbwZbtO3+Q5AVg4j5WzEk+I4Yl1cvX/Coe/rkUVQrlweSlqF6zT/Q4I82HudOHT/s8V7eyJ7D169eQfacSfG6MnZfBe2R5PUvXzzHe7d3uo7pnxy5CqBT90GmjyhfpXaAGJt+ldlDMLM3sudQDD8p6VVQo71Kb3EBNpUnKnCQFFl99LofMXHSFJi9aCNChw5jqo6KVevq9+JifOGcZ0M7ujJCzfeGSkCkm2b7H8+fPfFbYzNF6nQeY5ne9OzcXK9Cy/7iTFlzqSBFGUynAuUoDybk5TppuCdjU64d0+qeCCIRaX9XJ1AEDsRBWrZzwf6927Fh0QzUaNMNCZIkCcTRORQJBA2Bmq27YN38qTh8+DDWrVuHSpUYYDJoZoKj+pUAjU2/kvNhu2HDhul9WY2rVkayRIl92IrVSMC6CcxYthJPXrxQAVvSQ/ZbWXMRg08C4YgbqKnI+9nTxmKpikzasVt/lC5bTZ86c+b7Kpipnuw57N2tpenjT49PnzzGq5fPfjiX1izq6A8nLfiFX2X+mQgl1aqkqYhxlDBxMk8G08dP7vq0RBb1WvKqwDjmhqb5+UsXTuvgSebfbf17LeT1q/JMcf1dyV+oBIqWKK/315rXlX248hLX50EjXP0V5da8X773H4GEiZOiZLmq+FsF7PpzwlC4TJjlvw7ZmgSsgED4CA6o17E3JvVqh8GDB6NixYpc3bSCeaOI/xHgns3/WFj83e3bt7Fw4UL9o9CrhXUGR7E4FHZo8wS+fPyEkbPnaD0bNGln9X8UZYVu/rKtyJbjx0iqEoRlaL8u2Ldnm9Y3UqSovp5f9w9uiOoY7Yd29+7d+uE7n37hdZX067cvv2zqV5l/2aHZidChQ5t9+u9tWJUexWuRdCu/KpEi+56r+Yrqr/qV7wcMm4xufYZ7ihJrqi8GZ+e29T0FcjKdMx2/fVP+rD4sbu/+W72WAEn/fvvmw5asZiJQv1Fr/ZuyZfk8PLrH/IMmLjzaNoHyKsBelOhOamvBcWzdutW2laV2NkeAK5sBOKUjR47U0RTrViiLxAkSBOBI7JoEjENgnnLzua8CeIhbZL4CxY0jmD8kERfN8dMW4/jRA5g7YwJOnTjk0ZsYDbLClq9gcci+MtkraF56DRyDgoVLm3/l6b0ETpIVUDHMzNOXHD64B9+UMeLV9dZT4/9/iKZuQh4+uOdx6orKP2kqYsQt9SYQj19lPrh/l2kIXx8TJEr2Q5sDe3fg6pXzSJ4iradzsoqcSK2Qyr7Y169eepxLkCgJXOeu/aWLtrhA+7RUqFQbhdQcrVm+AIvmT/Pk+iv7ZGWvaaIk32UOBs8B3p4+8WwkSz7TePETwtHJ6YfhRT9TipxZ00ZDouGy+I6A7AEvXKIcdm7ZgCVTRsB52ETfdcDaJGCFBMI6hEHNll0wfXA3DBkyBCX/x95VwEWVdfG/rYSigqCE3WLH2r12d9fanWuusatrf3bn2mt3d3d3g4CA2Ni63z13eMPMMOAAA0yc8/sN7/Y95/8eMOedc8+pYt4eQ2Z4C5jlaCDAls1ogBfRVD8/P3USXrZqRoQU91kSAv+J3JB/L1C5tlF+QkMUJVOXv1eXplixbI4MPlOoSAnMXLAWjk6hOTWJ/wB/lYUlf6GiYcSZ/b9xuCyCvZDyYyOiCtLnuVAMly2eid5dmkkrjepsaE6tuZT3ctLYIVIBo8itFA01PMqTt5BWF6UA6dO1BeaIc3+d29aVqUe0BmhUosqzxhKRLlLwGnJh1aT3wkrcvUMjTPjzdyxe8D+MESlO6lYtilEiByZFIyWlWJO8njwSKWT+lrIpuNI4sjKP+L0L9u0K38VWWYfO0vYT6VquX72I5Ckc0KZjL638pMo4X5+nSlEoiy7qMhXo3owfM0jmCv2tVS2ZeoXa83hq3xNq+3N4b3lPBvf7DcsXz6Impigg0KZdDzlrx4r5eOkfGIUVeAojYH4I1G3XDXbJHWRU2mPHjpmfAMyx1SJg+Ktfq4UoaoJPmTJFWinqV6qInFmyRm0RnsUImBkCa3buxiPvZ3AVlp0KlWuaGff62Q16EYD5MydgwayJSOOSTuTA/Bomf6a7R2Y5OXOWnKhQpZa0uiirvRYBgH7v2wFJkyaTSmpg4HN1NFPNiKHtO/eVZ0PJUqoQ5VWkz88ot2dB7N+zVWvYhXMnQJ+fUXR4/tnaEfW369hHKoaa8pKlT1fezFmzy2VatOkqLcuaLsKUa5I+zmldw9yXX0qWj2h72fdN3MtzwoJMH1uR0iZlytTwDwlipDnZI73q/lIbWey9vR5rdmPH1nXqespUjrLs7pExjDWWrLSrl81Vj+VC1BCgoF1KZNq1IhVKt5ETorYQz2IEzAgBW3tbNBB/N5dPGSWtm2XKlDEj7plVa0aALZsxcPeDgoIwd67qC8WwbhEHB4mB7XlJRiBuEBAun2MXLJR7t2rbXUZijRtGYmZXUor8/XzCKJqJkwj3pha/yU3JkjvqrxmoXksVMEiTE4rQ+8z7iVrRlH3CEqdQcaEcdes9TKlG6lqoaElhOU0U7hxHp7Auncrg6PCsrBGVK+WxnDBtCShvqSFE+S8p1Yl98hRhhuu7L/gvFNswE/Q00Plbuj9fv37R6qV8qm4eGdRtbTr0MthiX6RYafU83YKLUJCZoo5A6w6qKNBbhdfBm1dvor4Qz2QEzAiBhh17I5nI70znNs+f1w5IZ0ZiMKtWhgArmzFww6dPny7O4nxAtdIlUTB3rhjYgZdkBEwPgc0HDuLWg4eg841VatQzPQajyFH73/rI85hJ9AS1yVegiFCAViNLtlAXWFLehoycLHMvkhVMl8jCSe3txRvqpat3a3U3a9URvQeMkhhqdpBClimLysKn2a6UKT/lhP8tgrOwvCpELqXU/ueEOWjRppvSrL7GE3wqFBWeE2jMD10ngVKU1/jxE2rVE+jUS4j0HYtW7EC1mg0lr8SHJhH/pcuEnk2iNCSzF21A5ap1oHs/SF5Sqsni9feUhSI/aSvNpfSWyf2YclfS+U9dIksnpT8ZPvp/Wl3ZRbqUSdOXgs6RahKlucntmR9tf+ulbh447G/pLqz5IoCU5UpVamOJuPe6inP8+KH40XqapNmntBsyRhlradecufOD0gN9FCmDNi6cbmnisTyMgF4EUqRyQB0RJIto3LhxesdwIyNgagjEE2/rQ322TI07M+TnzZs3SJ8+Peh6YvUKlCxU0AylYJYZgUgiIP6MFKzfCJdv3ZZ5Fhs2bRvJBUx/OP2ppAA1LwL9kUgE83FxcQ2j8OiTgixmLwID8OXrJzg7u8qzgfrG6bYFvQiUe9mJ842kRO7asR4T/xysNWzD9pNwSeem1Uaums/9vEWQmoyg4ENRoajyHJW9NOd8+vgRXsJFNYmwFtO5WFvxBj88oqBKL4MCZY5SwogC7yRKpD/6bXhraLZT9Fp/P198/vxJ7p0qtaM8K6o5RrdMOPn6egk+VfdIV/lTxgcLhYhyqhKf6VzdlWa+RhOBKxfPoEenJvIc2/rLz0BuhkyMgKUjQOeUGxVyx9cvn3Ht2jV4enpausgsn5kjoP3a2cyFMQX258wRLj1C0SxbtAgrmqZwQ5iHWEFgz/ETUtGk82q16jaNlT1jexOynDmkTCU/kdmbLGT0iSyldnQCfSJLdA7U3j53ZKdpjY8qz1qLRKGSNFkyZMtumDcIKXYUrEc3YE8UtpVTSDFXIs4augbhpBs9V99cUprJbZjJuAjkL/SLCBxVGNeuXMCWpcKC32ugcTfg1RgBE0QglbMTarbqhM0iyBzlcl+9erUJcsksMQKhCGj7LIW2cykKCAQHB2Pq1Kly5vAunaKwAk9hBMwQAWHx+3POPMl4U+EGquveaIYSMcuMACNgJgi0Ebl8idaJQEGfPnw2E66ZTUYgegg06/67iIuQEGvXrsP9+/ejtxjPZgRiGAFWNo0I8KJFi/DixQsU8cyDSiWKG3FlXooRMF0Ejp2/gFOXrwhrWnLUbdDSdBllzhgBRsDiEChavCzoHO1rETV6+6qFFicfC8QI6EPAxc0VVRq3wX///cD48eP1DeE2RsBkEGBl00i3gs4PTZs2Ta42jKyaGlEmjbQFL8MImCQCU5csk3w1ato+wjN2Jsk8M8UIMAJmjQC5t7dur7JubhD5WcW/YiZGwCoQaN57qJAzHlasWImAgACrkJmFNE8E+Mymke7brl278OTJE2Ryd0Od8uWMtCovwwiYNgJePj7YeviITLtRr/HPo3+atjSmzV2+fEXRe+BILSZTiDOkTIyAtSNQqmxlUCoZv6ePcO7QbhSvXM3aIWH5rQABj0yZUOLXWji1bxvIs27oUFI+mRgB00OALZtGuiczZ86UK3Vv3gzCkd5Iq/IyjIBpIzB71RrJYMVfa0JJZm/aHJsvd+kzZgZZjzU/UY02a74oMOeMQFgEKFhUvcatZcdGETSFiRGwFgQahJxZptzu3759sxaxWU4zQ4CVTSPcsDt37mD//v1IKsL1t29Q1wgr8hKMgOkj8OnTRyxYv1EyWj/ki57pc80cMgKMgCUiULN2EyROnERaNr0fPrREEVkmRiAMAoXKVoJbpux49uwZtm7dGqafGxgBU0CAlU0j3AVKd0LUslZNOKRwMMKKvAQjYPoIrN2xG6/fvkWOXHlFMnvOJ2v6d4w5ZAQsF4EUDilRqVodKeCWJbMsV1CWjBHQQCC++BZfr0MP2TJrFj/3GtBw0YQQYGUzmjfj3bt3WLZsmVylV6sW0VyNpzMCZoKASHcyfeUqyWyDpm3MhGlmkxFgBCwZgQaNVH+Ldq5Zgg/vP1qyqCwbI6BGoFqTtkhqY4sjR47gxo0b6nYuMAKmggArm9G8E//88w9I4SxduBA8c2SP5mo8nREwDwQo1cmV23fg4JAKFSrVMg+mmUtGgBGwaAQoBUqevAWFovkW+zassGhZWThGQEHALrmdTINC9dmzZyvNfGUETAYBVjajcSv+E9YdxW2hV8vm0ViJpzIC5oXAzBUqq2bt+s2QRJxVZmIEGAFGwBQQaCCsPESbRKAg8S+aiRGwCgTqh6T/Wb78H7x+/doqZGYhzQcBVjajca8OHToECg6ULo0T6leqGI2VeCojYD4I+AcGYP3efYgvDovUadDSfBhnThkBRsDiEShXsRpSpXbEk7s3cPnUMYuXlwVkBAiBjDlyoECpivj48QOWL1/OoDACJoUAK5vRuB2KVbNr0yaInyhRNFbiqYyA+SAwf+16kTj9O8qUrwJnl3TmwzhzyggwAhaPQKJEiVG3vuol2KZFM0xa3i+fv2HhuBHoWLkoWpXMjRnD+2JEh8byc/Pi+Tjj3efxEzUfz5/5/JSPj8Gf1OPjku+fMmrhA5Q0KPTd9MePHxYuLYtnTgiwshnFu/X06VMZZjphwoTo1KRhFFfhaYyAeSHw/csXzF37r2S6fmMODGRed4+5ZQSsA4Fa9ZuLdNcJcHzXJhiiLMUFKuTi269hRayY9hfuXj2Pp/dv4e7l8zi6fb38BPh4xRpb21YsxvKp4xD8Llju+TooQM3H21cvfsrHZ5EGKy74/iljVjagRJXacErnjgcPHmDfvn1WJj2La8oIsLIZxbszb948cR7kPzSu9ivSODpFcRWexgiYFwKbDhzE8xcvkDFTVhQo9It5Mc/cMgKMgFUg4JTGGWUrVZf/o7ctn2uSMh/auh7Xzh6TvNnY2qNS/RbIW6JsrPP68NZNTO7/GxaPH4YdKxfG+v68ofEQSJgwHuq14zQoxkOUVzIWAgmNtZA1rUMuhIpPfLdmzaxJdJOXdc6q1Xjq46vmM3eWLGhdv666HpeFSzdvYd3OXVosjOjaBXb2dlptplxZsnGTZK9uw1aIFy+eKbPKvDECjIAVI1Bf/I06tHc79q5bhg6D/xKWTtMC49iOjZIhskStPHkPyWyT4nXQK6yaPi5WGU3j6gH7lKnx4e0bZMzpGat7R3YzwsfGzh6Jk/BX1/Cwq9FCvDiYMBy7du2Gn58f0qZNG95QbmcEYg0B/o2NAtQHDx6Uv8SZPdxRsmCBKKxg+BRvXx+0HDQU+xbPF1E/kxo+0YJHjps7H3Y2NujVplUYKZdt3orz10PzTFUvU8pklM3Lt25h4uKlWjz3aNnMbJTN5wEB2HvyNBII1/HKVVXJ07WE4QojwAgwAiaCQL4CRZE2nRv8fJ/h0olDKFK2golwpmLD/9lTWShcppJUNOOKOfsU9thw6Rk+fghGKqfUccXGT/cNfO6PPvXKYfzKHXDPnPmn4611QErHVCheuSZO7N6M1atXo3///tYKBcttQgiwG20UbsaKFar8Xa1ri/yCMWjd8Xnuh7Kt2uHY+Qv4+uVbFDi1vCmkaA6bNgNPfEOtl5YnpWlKtGr7TumWVrJ0RSRP4WCaTDJXjAAjwAgIBMjzomr1BhKLfev/MRlMvn75jjev3iDQ11vylDhpMlmndkPo08cvuHXpgvxQWZOoTmvTJ7z1gt9/UI/59k0cHBX05ctn+RJRqWuuSeU3L1/jyukTwu33ND59+KzbbVA9Ir5/tkCArx961ykN74d38PZVkOSHePr86ataFgpSpI8UPIhv4ZSmHk/tb1+/jVR6HDr/e/H4kZ+eAyZeLp04isciW0F490Efr8Zqq9KotVyK8sAzMQKmgAArm5G8C+/evcOmTSpXwtZ1a0dytuHD/fz9Ua5Vezw2IBKc4aua98iJCxZJRdO8pTBf7v/Zuk0yX7WG6guc+UrCnDMCjIA1IFClRn0p5tEdG/Dh/UeTEHnb8nmold0Bgc9VUV63Lpsj6xsXTo+QPwre82fXVqia0QZdqhaRHypPGdQdFNWWiOSktenTs3Yp6Cqj965fRd3cTrK/WZEMCPTzkYqbMocCKunSjKE9USeXI3oJZa9HrRKomskWs0cNkoqb7lh9dUP41jdPaSMFr1fd0nj2+L5s6lq9GGrlSCk/c0b2A8lB/HeqUjiM4nj24D41HqtnTcDlk4fVdZpTM1sK/JreBq1Le2LywG546R+obKt1Pb1/N+p7uqJxQTf0bVBeXhsXyiiVb82BT+7dw5BWdVE7Zyr0qV8ObcrklHgvGDtcc1iMl8myaZ8iJa5du4arV6/G+H68ASPwMwTYjfZnCOn0k6L54cMHlCpUEBnc3XV6I67+9+0bbj16DHKnfP/hI9zTuqCIZ+4wAYYCXgSiXOv2eODlpV7wtPiDYW9nq67/4inOVohDKLfu38Pb4A/q9jSpUiKTR3p8EtHhDp4+i2fC9SRn5kwoU6TwT62wd0QEs9fv36vXcnRIgSwZMuLb5y+4ev8+rty+jYTxE6CwZx7kzpZVPY4Kwe+DcerKFTwVFseigre82bNBJGLUGqNb8X3+HGevXcebt+9QNF8e5MqcJdw5/1u6DL9P+Z96CR//5zgj9lPIVeQ6dU/nqlTDXAmPa3fv47r4Z2AvXHBzZ80aRgbdSZSv6s7jx7j36InEOFvGDMiRMT2cndLoDg1TJ/fnizdvwy8gEM6OjsidJVOYMfoaDH1G9M2Nybbrd+4K/AR2yVOgeKnyMbkVr80IMAKMgFEQcPPIgDx5C+LGtUsyMm2Vxi2Msm5MLEIBB8MjsuB1rlIEXg9uyyHx4qn+t/748R2krPp7P8XENTtQpVFzYU27jtUzxwvL5xn81a05xizeIP8VkyI1uGVNfBb/1xIkSIjRizcirbubPCca3r7Ufu3sca1u2nPdnEl4ExSIoTO1j4VoDRQVQ/nWnafU3799L5TcUnju/URp0rpSNoCGnfpi2eSReHrvprjHW1GmRugRj9WzJ8rxicURpLrtuuPhrbCKF0XSpZys9Nm/YQVGzF2DUlVrqvfZteYfjO/dRl1PkDARvn/7KnnqXbcMZm47gTxFisn+0Z2b4OFN1feSZLZ2+BgcjHdvXmHnmsXoNOwv9RoxXaAzrRXqNZPPBnni5cuXL6a35PUZgQgRYGUzQnjCdioutG0iadX8Z9MWdBn9Jz5+CuvqUan4L1gx8W+4pEmDFy+DpKJ578kTrc1/7dBJqx5w6iicROLq5gMG46pQBBSqW6E8Jv3eH9U7dcd9kZ5FoeL58+PUulVKVe+19eBhYc47/taoIdoOGY63GkooTa5XsQJWTh6PH9//E/3DsPngIa28Tg7Jk2PvovlCicyrtdfrN6/RZeSfOH7xInyFIqZJye3sMLxLJwzs2EGzGbNWrEK/8ZO02v7dvQ/0UahL08aYO3qkUtW67jx8BCTby9evtdobVK6EpeP/Ekq8vVZ7UNBLDJw8BUvFPdNHubJkxpyRI1C2aJEw3aSYtxZ4rBWH83W/PKRMkSLMeM0GQ58RzTmxVV4uzsISVRKh1SmPHRMjwAgwAuaAAHlikLK5V7jSmoKyWb15B5T4tRa61CiGVwHPUatlJ7TsPQwpUjsJC2XY7weE8RqhNCmKZpt+f6COUJyISOlbN3cyzhzciXNHDqJouYroPPxv+Dx+IK2cx3ZuFP8XB6Lj0L8xtG0dvPB7Juf1HDvT4DOsmXPnR6+xM5A9b2HcvnxWKF5tQedN96xbjvodeiJH/oJyTX0/IsO3vvk24jvB9E1HcfXMMYzrqYrRMPnfA3DPqHrZbeeQUv6f/XfeFGG5fivSyIxVK5t3r13B5RMH5bKEOZ1HfaixybBZK+HikRG+Tx7i/rWL2LRkllAO32N8rzZYeuwWnFycpZvt7FH95KwM2fOg51/TUaBEObHuIUz5vYucO3f0AMzecVxazhVFs0Kdphi5YI1IJfMeu9YuxcGNEX/30mDLaMWqIjUZvYhYtWoVxo8fD1LMmRiBuEIgYtNTXHFlovt6e3uDggMlTpxIpDypYjCXM/9ZiTZCAdGnaNIiB06fgY9QvF6+fIXyrTvg9sNHBq+tO/CbeOtICqimoklj0qR00B360/quYydQv2efMIomTSTlstXAISjWtDk27j+gpWhS/+u3b1GrS3c88ws9W0kW29It2mLd7j1hFE2aQwrtoMlTMXC8eBsZ8pZ33uq14g/8OOqOEpEMNQUfuoomLUZ8j5w5R2vdq7duI0vVGuEqmjT41oOHwsW5LYZPnaY1lyodRozEmp27wiia1PfqzRu66CVDnxG9k2O4kaytK7fvkLtUDXFLi+EteXlGgBFgBIyCQAWh2CUU1qgLR/chwO+5UdaMziIUdTZteg/1Szv7lKlk3cYuWbjL7lylSkmSPV8REVl3NByd08hP5+ET4OCo8rQ5uk2V/5jCSAybvQo5C6isbaSMdqiQD7cunpbr123fA/Xbdwl3L92OITOWCQWrtIgCmwyFSpfDuOV0nEJsgv9wYNNq3eFa9cjwrTUxpELOUYSVY9pQr6W07hlkG7VTcKPkDsnR4LdecgblKz1/+IAsr52lsmrGF95YzboNCrN8xpx5kO+XEqjWtBV6jZuG4XNVsrx9/RLb/5kvx5/YvQXvxBlRoq5/TJQKesJE8VGkfCU06NhHtl8/d0K4RPtLfNJnyy3bLp8+Ilx2j8IuuR0ad+qJ+XvPyPbY/JGrUFG4CaX8ufAgO3BAhUls7s97MQKaCLCyqYnGT8r0hoiobsXySG6f/CejQ7vnr1sfWhGlFPb2aFO3DhpWqaTlGrv3xEnceqj57k1rmnCFia/+JIiXQLszpLbjyDEt66QyqE0MpP+gnIukeIVHAS9fYsuBw7L7s3hjW6JZK9wQ7rgK0Zs2si6SZVeTJi9djmnL/pFN/1u+Qsqs2a+UNfFIKNyCokJzhDKrHD75/uULWv0+RCrKhqw1dv5CnLx4ST10muBbOdeobhSFZEmTalb1lg19RvROjuHGfeJliH9QENzEP/lceQrE8G68PCPACDACxkMguXD9L1W2klzwwIaVxls4llaiwDb+z7zkbr5PHqB7zdLqT+96ZfHx/TvZ5y2smQolTZYY41bsgLNbetn09P4teS1c9lf0FlbN6FBWz7zCmqny6vF+eC/cpaLCd7iL/aSjcZf+IqKvKoUYWTd9vbxxOET5Ll+niVROf7IEKtVrrMbr0e1rcrhiTaYKrauJ/bZlc9VL+oScJyVLLxFZrPvUL4+/e7UXR4w+qMfFZoFeOvwqrJtEikdebO7PezECmgiwsqmJRgRlcolUfmFb1wk9ExDBFNlFVqHbj7QtlXSecdbwoVg/YzoCxNuvv/v1Bp2PbFa7Jr7fvo5JA/uHWfbdhbOyj/rpk0qczTSUyH2zdrmyhg7XGpc+XTpsmzsLqyaOh0c4+Zpa1K6BHfNmo3OTRlpzqULn/IhOXb6Kh+IfgCYdXLoIG2ZNx/5lizGub2/NLswmJVDQ3b07pby6Clvftq218Jj5xzCt+ZqVdOI854Ixo7D877FwE64xmvRZKJhe4s0f0YptO8SZzlBlmNroXt3YvgUvTh3HwPZtqUmLhmhYNxdt2KTVR5Ulf43BhysX4HvsEOpXqhimnxoi84zoXSCGGxUX2mrCHY1za8Yw2Lw8I8AIGB2BKtXryzX3/LtccZox+h4xteDLFwFi6f/k8klsbEV00y9an4w5PIXyVxSpQiycCh+p0ziiQQeVxU9pa9N/pFHyjaZ2TiuXpHOb4VFU+Q5vvYjaU6RyQD1hsSW6IqyKIzs0EN5W32W9Ra8h8mrIjywhL1P9nj6Ww18KpVFF8fDt61ct3Em5JdzpQ31E9dp1Rt8J85BU3Ce6Z7uFC20XedY29EWAHBhLP6qIXLNEmzZtxlvhbcbECMQVAlEzB8UVt3G476VLl3BLBPZxFEpetVIlDeYknrDe5cuRXQQFuq2ec/zCRbhXqIz+QmHq3aYlBnfupO4zRiGVgwP+Fspb5RK/CJfO3cKF9A0SJE4c6aUpINGBpQtkkCCaTAGLRs6ao7UOKZorJ6ncVQiX5Vu24dPnz+ox90LOjR49d17dRoUEIrhRkDhDuUW4shLFp9dwGkR70dnJ1KlTabRGvmhnayPOji5AHgpYJIisrQMnTdFaiFyYPVxdceGm6u2vZufQTr+pAwmN79cHc9b+i2ARIEqhS3RfxYuIT8Jyq/tSIZMIvtCukSpya1pnZ1QvVwZkDdaluHhGdHkIr/5enDnZFHKPfmUX2vBg4nZGgBEwYQR+KVlOpmuiIDD3b1xFNk/zCZiSVgQiTO6QSpwffIn67XqgZZ/fDUL6wY3rWDLpD62xf3Zthnl7zksXXK2OSFZ8xDlHIteMWcKdGVW+w13wJx1Nug7ExkUzZAAkcqclKlahOrLkzvOTmaHdL0ROViIXjwzymsWzoDgYuwxJkiXDnF1nhDu29vcUOUjnBymcv1SqgakDO+PsoV0gq3IfEcF2/SVvoyj6OttFWCVX47zFyoggT8ewceNGtGvXLsLx3MkIxBQCbNk0EFklX1HzGtURP1EiA2ephs3+YzgoYI4m0ZnGETNmwU2496zcogq+otkfnfJCYcXrJALmZPTwwNCunTF5yKAoLVe6YAG1okkLFMydO8w6XZo0UbcRLvlz5lDXqfBNWHaJTl66LK/Kj+8i4RWdB63Xo7f8DNawECpjfALojW70qIyIGqwomrQSKf66RLwQ3RLReHWpcokS6iaSr5TARJNI8fQTfF4RQZp+/Pih2YWqpUtp1SOqxPYzEhEvmn0b9+0HWX/zFVQlSNfs4zIjwAgwAuaAAAU1q1xV5ZFEgW3Mieg9bK7Cqv9DGxdNl3kidfmnvI43L5xTN78MDMLgVjVFTsxgkT8zEao3ay/7Any8MLh59WilgaE0IKS0E2XKmVde9f2ICt/61qG2BOKlvUJKyhilrlxTOqZC3bbdlKq8tuhtuFXz0sljuHvtgpynyJW3qMqwQBF8186epLW2Url58bx0lSW3Ya+Q7xAU5XfS2p1o//tfchgFZrpwZJ8yJVavVZq0kfspnnmxujlvxgiEIMDKpgGPwlfhIrFmzRo5sk29ugbM0B5SvEB+3Ny+WVgai2t3iBoFxaFIqTsOHQnTp9nwA9qKjGafZjl7xgyo/2slzSajlW2SJf3pWnbiDaA+SiUO8UeW3n/8GO4UXcUu3IE6HWRRDY9S6YkW+1pEuNOkYB2eyK3U1iaZUMhUbjSaYx10otxq9umWjfGM6K5pjPrykBchVWuqLLTGWJPXYAQYAUYgthFQgpsd2LRKvARVuaXGNg9R3a987cZyalCAn0iBUgj7NqwRaTxuygi0K6aNR5Mi6fHvvKlyDOXcHC4iz5JiSdRv4jwMnr4YTboOkPV71y9iVKfGSqgC2RbRjzMHduHG+bMgS+n6hbMwsqPquAxFz63ZsmNEUxEZviNaiHJGKrRZRI0lpW7/xrUY1bGZzBOq9NVq1VkpIrdQ0PMXD/+F7/nD+0A5PElRP7R1A/4QrrdEtvYpUKdtV1kmt1oKskO0cNwQmdP06plTQim9IvennJpdqxVFoLCIBvh6o03pnHIM9dO6/2m8gH4TEmhILhaLP+geJEqcBIcPH4aX8BhjYgTiAoHQ10VxsbuZ7Hn8+HEEBgaCFLmCuXJGiet0Li7YJ84oHjl7DqOEK6qmW6k8D7p1G2pWKCfX1ncu7pk4V5grJCgR5bT8+OWTcOlNHYaXnBkz/jSfZphJsdBQulBhrVQltOWKCeMiVIxtktmoOdPFhPJsatJj8UeULLnRIcpFShFqNWn3sRPo3jK9bCKX0tNXrmp2S0spBYtyc3bSaqfKjqNHMbZvL3Xu0B8/Iv6CE5lnJMxmMdBAaXgOC/dniuRYXrgjMTECjAAjYK4I5MiVD+4i1YW312OZO7JgyTJmIwpFTKWgNRRZllJ1UP5MXVL+R04e0FEohydldyMRMbVWS5VVs9uoSfAXCugRETjnzIEdmDakO/pPnK27TJj6or+Hhmkj5WXg5IWgs5IRUWT4jmidTCJyLKUpeS7u3dHt6+VHGd911BSkgIqPYzs2Ks342VnN+X8NAn00ifKP9hk/R+1mTG6zk9ftR5fqRfFanJ2lVCL00SUF++/fv+kdQ8py4dIxYwTQ5UW3ThFxSwqrPt13yhPfp48qiq7uOK4zAjGJAFs2DUB3y5YtclSDypWjpMhVatMeE+YvBCkr5YoVxZF/lsJVhC7XJG8ROlshN50+am/cZyBG/G862g0eCpcy5bBxr7ZSpMw11WtZocjpUv8Jk3H47HkkTpAINuJAPX2e+PjgzznzUb5NBy2s3cSZR03aIOT/bdgIDJsyDUUbNkHxpi01u6NU1sfj8OmzMH/NOmzcsxd1uvcUb4NVLrfKBmUKF5LFzG7uYYIPUXCkIo2aYun6jZi8aAl+n/I/ZVqYa2SfkTALxEDD9oNH5KqFhSuRXSSiL8cAK7wkI8AIMALRQoAUgtIVqso1Tu7aHK21jDE5foiXTTwRZV4hrXK80HbqJ2Wx26ipKFCqIhInCfUycnJxRdsBo9FXWDC3Ll8o8l8uk8sVLlcF3caE/s8ht1bKLelZtJTsl4qTGK9vz7TuGVGxbjORWiTUokiTKChO0QrVsPTIDXU+S2rXtwa1ExnCt2pk+D8Jogkrd6nTudDIlE7OkkfbkP9Nnz5+wb8LVNZdSkFSskrN8BcUPWSZFZzLMeRqnKtQcczdfRZVGmkr8ukypMfU9QdRo/lvUuFVFqV7UFAokFM3HEL6rFnh4p5BpKUZq45oq4wj6+jENXuQSs8LaWVMTF/LhATIUr7LxvR+vD4joIsAWzZ1EdGpk9VR+QWtU6mCTq9hVV9hFaUziUOEskgRXb9++xomz2Q28QdNoVxZsihF9fWmcBuhj7mSZ7asaFq9Gtbu2q0WgYL1UA5MG+F665omDZ75+6tzkeqecc2TJTPuPXminkuFxRrRX51Th7Xyag02oELnOSlirGYQHzpb22XUGL2zXRwd0b15U1Wf+OLQv20b9KUcoRp04cZNtB/+h0aL/mJknxH9qxi3dbPIKUtUutyvxl2YV2MEGAFGIA6JZOxBAABAAElEQVQQKF2mMlaLlBXH92xBj7/+J6JrxwETIVv+e+FRmM1TpEyBYwH6PWCI16bd+soPucoGiUipKUUEWkpzolCdNh1Bn/AoSdJEmL3jeJhu3T1JMRq5YLUcR6k7XgcGIKEIMphGRKfXh1l0+Q7DkJ6GjDlyyHyVr168xCdxhpLORWrSrjVLpPWR2lr0HKyXT83xU/7dLwIcZZWyObt5gPJnhkcUZOj3aQtlN52HFQEakFJEudfEInGShGjTb6j8vHn5Gm+F22zylKl/av0Nb09jtherWF0EJ0qIY8eOi8CLQSLwYvS/LxmTP17L8hEI/7fL8mU3SMIrV67A29sbaZ2cUNQzj0FzwhtEiutTX98wimbSJEkwoH1b9TRPofTUrVBeXbeIgng1uWbKRLStpwrSoCnTB3EO8r6IWvvx0yd1s+KWojQM79453HybyphoXwWPG6ZPBUXY/Rm5C7foE6uXI1umTOqhfdq1wQgRkCk6ZOgzEp09DJn7QQSW2HvilBxaUnxBY2IEwkNg/JhBGD6oKw6Ls11MjIApI5DbswBSpnLEc+8neHjzuimzGiFvpNiQsqWpaEY4IRqdtnY2QinLAGdX/YpmZJY2Bt8UCEhX0aQzuGvnqF70pnH1QKUGLQxiS5EtIkVTd6FUTqmllVJT0dQdQ+7F7pkzm4SiSbzZp7AXFvEKInD+D+zYsUOXXa4zAjGOACubP4FYbdWsKJQ/DXeXn0zT6h7VvSvqlC8H3VyRNKi0cMM8tHyJVsRUav9n0t/o2qwJkuikLKHUK81rVUf5YkVoGBLE1w54E1EAHDkhgh+6c39Wl/vrBNyJcI7Ab6nIdTltyO/II9xOdIksnNQ+qkc3XBMH9jWpQK7c2L1wHnIJC6cm0X6/5M+HP7p3kc0R7i9G6PbTJM02SkOycsJ4TB40IMxeNDaFvT1+a9gAp9auQOb0GahJi8b06YVZI4aikIjcqyjM8YXcxfPnR48W2u45NFG5f1F5RrQ2NnKFFM0vIjBWbs/8cHTSdvk28la8XAwjsHXzaixfOENETHwXIzsdO7IXRw7uwuMHd2NkfX2LxrRM+vbkNvNHgP4Wly6renl2Ys9W8xeIJZAIHN66Tp7npEqTbgMNSlFibdCVqlZPirx1Kz/31nbvTUHeeMKSot9nwxS4MwEe8uXLh2vXrmHPovmoEolUFnpZF1C/fPUa5DKZJHEieKRLiyQaZy/0zhHuGo+eeYvcjp+Q3jUtKBiNpRCdYfUV7jkUydU9rTMcUkQcbECRm+Y9Fmc7k9vZIr1wSxbaotJl9KvC46fPX+Ai3mimoaBMBr50eCe+3Hv5PkfWDB5ILAIqGERReUYMWjhyg1oPHIwV27aja4/f0aJdt8hN5tEmg8DD+3fQpmkVyU/3PsPRrFX4LnZRZbp6hXx4++Y12otgJO279I3qMgbPiw2ZDGaGB5odAqdOHMKg3u2QNU9BLD500ez4Z4a1EaBvsO3K5ZMBlOyF2+rGyz5IaqP//+35o4fQv1FFucCig1fMKt+qttSRrwX4+qFh/nRIJgIvBgW9EFf9mQMivzLPYAR+jgCf2YwAo8ePRdQ6oWja2dqiYtGiEYw0sEv4XaQSlkn6GExCscnkEXqe0+B5ZjDQzt4O2cQnskTzyNU4NiiqPBJv9iL1Se5s9pFjMyrPSOR2+Ono/0Ru1O1HjspxpcqrFJWfTuIBJolAGpd0Mpk9WTUzZ42d35mYBsISZYppzHj9UAQKFSmJpEmT4f6NSzL1hYuba2gnl8wOgTMHdktFkxin6LvhKZpmJ5iRGU4jjBvZ8xXB3avnceDAAdSqVcvIO/ByjED4CLCyGT42UNwNqguLZsIkoYfwI5jCXYyA2SNw9OIlUGAkj/SZkD6Dttuy2QtnZQLYC0+IjTtPy4AadFbNEsgSZbKE+2IuMiQRMRJ+KVleun6f3L0FDTp2NxfWmU99CIgX8hSNl6heh576Rqjb3DJlU491dNEOMKQeZMGF0tXrSWWTjoexsmnBN9oERWNlM4Kboiib9Sur3C4iGMpdjIDFILDlgCoKLVs1LeOWfv3yRUYi/CYs1gnFmWQ6OfHu7RspnK2wvtOZ5QB/P/g8ewLKRUhuVhHRKxFl8ZFwz01mYyOspbkiGir7PovAXw8f3JblzFlyIknS0LQN1Pf5syowGK2XKFHYl3rBwe/xXfBOZCNSL5AMxpbpmzifTEGxNClhIlVKJs02LlsGAqXEuU06Z3xs92ZWNs38lhavWAX0MYQosFD7QT+PDm/IWuY4ppTIt0l5U7dv3y7TuGnGqzBHeZhn80GAlc1w7hWFhz569Kj8IlatbOlwRnEzI2BhCAhFZMuBQ1IoShPAZN4IvHn9CjUq5pdCjBk/GxUq18TjR/fRurHq3vYeMAq7d6zHvTs35ZiEIt9c9dqNMHDoOHWAKwWBe3dv4e9R/XD/nkpxpHb6sqKbe1YZT667U8YPx4G920SmgB+ymQK01KnfHD37/yHPMR8WX/j/+kN1zjNXnvyYOX+dljJKfHXtUB+klNoJxXiZyFeXTOTjNYZMhM2qFfNxUPAXKJRthUeF/wKFimHmgn+VKl8tCIESpSvK6OZXTx3G29dvkdzBcmIhWNBtYlGMjEDGHLmQTngr+T55iNOnT6NUqVJG3oGXYwT0I8DRaPXjIsNDkwWg4i/FLCooTzjicjMjIBG4dueuTM9DLpeUJoDJvBHQG/+NImqE0PTJo6Si6SACaxB9EzmAt21ajTnTx4WMUF0unD2Bjq1rqRXNxMIVkayi4Smanz9/Rsc2tbFPuCmSEkeRmelD5c0bVmLYgM5y4ao16qN5266yfOvGFYwZ0Vut9AW9CMTvfdtLRZOU2j8nzoVLOjdpmdVijipRkGnYwC4y56K/n496T2XdtGIfRycXpcpXC0MgefIUKFD4F3nfT+/nVBAWdntZnHAQEH+CUTokKq2SaSGcodzMCBgVAVY2w4FTcaGtU1GkPGFiBKwEAcWFltIDkBWKybIRcHBIhfnLNmPHgUtYsf6AcKP1lAJv3bgK5FpK9EnkwZ04drB0ZaXAKkNHT8b+47ex58h1LF2zCzbC0qhLq1fMg9eTR7K5bYde2Lz7nPw0bamKhnv65GGcO3NM9lPE43IVq8ny0UN7pKL75ctnDB3wGwJF4noissAWKWaYh4khMpG19cqlM3LtNh16YO6SjSA+iUgpHjZqCkaOnSHr/MMyEShV5lcp2AnhSsvECFgLAqWq1ZWikrKp92WktQDBcsYqAvxtUg/cX8QZp3379skeVjb1AMRNFouAOgptSC46ixWUBZMI9B/yl7BgF5TljJmyol6jNrJM5xeDggJl+eL5k/D18Zblzj0HoXrNRtJ9lpSyrNlyg8426tKOLetkEymvv3XrL3O1Ur7WLkKxVKyoRw7skmNonRFjpiFn7nyyvnblQrRrXg03r1+R9fqNW4M+hpIhMp06rjqXnCdvAXQUefk88xWWfFKdvoDt4xyMhsJttuNKl1Mpm2cP7RYvVlRu3mYrDDPOCBiIQB4RjTm58Fx6+PAh7t6NvdzIBrLHwywUAT6zqefGnjt3DsHBwciVJTNcXUQeRyZGwAoQeCOCxly8eQsJRACWAoWLW4HELGJSnWBALiJVikJ05pLo0aN7ShNq122uLodXIEsouaYS+Xg/Rdf29bWGfvjwXtafeT9Wt1PQoAn/Wyxcb+vIuU8fP5R9ZM0kq2ZkyBCZXFzd5ZLv3r1VL01K5pvXr2X923dVQCJ1JxcsDgGXtK7wyJBJWuBvXz4Hz6K/WJyMLBAjoIuAOJGAwqUr4dDWtTh06BBy5MihO4TrjIDREWDLph5I6ReQqLwxcmvqWZ+bGAFTRODo+YvSqpNbBGr5WURSU+SfeYo+AnQWU6HvP1QK1+uXL2QTWSQ1I8kq43SvFK1WIVL8vgp3XM1PpszZhbtuXqRM5aQMk9dUqZ3QoInKsqp0tO3YS1pRlXpUrvpkKl5CdTyClNp+PVpjzcoF6NOtOby9VApw8RLlorIVzzEzBAoVLiE5vnRC9T/fzNhndhmBKCFQUATIIlK+60ZpEZ7ECEQCAbZs6gHr8OHDsrVi8WJ6ermJEbBMBA6dOSsFK1S4pGUKyFJFCQFXtwxy3ts3r+Q5Tn1us5oLk8XIXgRgofQq9YT7a+t2huUxvH/vJpbM+5/mUhgzvLc4U7pVuuFqdUSz4pmvEPoOGoMZU8fg3Omj8qMsWa1mQ5StoDpDqrTx1TIRKFikhAxYRcpmm35DLVNIlooR0EGgYCmVsnnkyBEZJIvjM+gAxFWjI8CWTR1IPwoXsFOnTsnWckUL6/RylRGwXAQUZbNgUXahtdy7HHnJMmXOJidRJFnlLGZEq9AZzDx5C8khG9cuxds3KtdUzTkfP37AjWuX1E2vhPV0cN/f8OnTR+nGXU2kXyHyf+6LQX3ahsmBqZ4YjQIpxRTwiIjKlUUOur8mzsOQkZM4OFY0cDWnqQUKqf7W3Th3QkQ9VgXEMif+mVdGICoIuGbMCKd07uJcfhCuX78elSV4DiMQKQRY2dSBixRNChBUIFdOpHRIqdPLVUbAMhF48VL807l3X+Q+TKwOGGOZkrJUkUUgf6FfkL+g6jzb9CmjsWLZHDx6cBfPxblMihb77VvY843lK1eX21D6EkqZsnfXZjy8f0dGoF2+ZBYa1SqFf1cvlmMo8uyQ/h2lYkkNFOBn2MjJUCLXUq7NkUN6hJtmRS4SyR90PnPc6AGgc6nkurthxykZfZai4vJb/kiCacbDHVKmQpasOfFVPIM3L6heMpuxOMw6I2AQAuJ9IAqxK61BWPEg4yDAyqYOjooPe8ViRXV6uMoIWC4CR86el8J55i8sFM7Qc3uWKzFLFhkEBg4dB2cRPOjr1y+YP3MCWjf5FQ1rlkC9asXwIVgV8EdzPYpYqyiLPs+88OeIPmjTtAr6dW+FhbMn4bU410kWUKJJY4eqrZyNmrUXQYiayfbufYahfKUasnxauDlOm/iHLBvjh6b1dYvI+9mrcxN5bvPWjctGVWqNwSuvEbMIFCoacm4zJEJxzO7GqzMCpoFAgZIVJCPKd17T4Iq5sFQEWNnUubPKL16F4hyZTgcarlowAgdOq3IOFhRh0ZksBwFNK128eKo/9/Hji3CEIRQ/ROFT6soYqieIH3qkP33GzPhn3T40adFB5uLUDLqjzEUClfKo1ElZ7N53GAoWKS4t5kq7o5Mz2nfsg/6D/wIpert3bJBdRX8pgx59hyvDpDI6fMz/RFoSlUvuZjGWxhtDpovnT4lIuU/kXt+/f8elC2cw+39j0alNXdSqXBCUZ5TJOhAoyEGCrONGs5RaCBQopVI2jx49qtc7RWswVxiBaCIQT7gT/RfNNSxm+rt37+Dg4CDleXv+DGztbC1GNhaEEYgIgWy/Vsf9p08xb+lmcd5OlXcxovHcxwhEBgFylX0pXGpTivxuhkS0jczakR17/eoF9OjYWFowU4ijEvkLFpNnN8nN9/Hj+/ge4ha8ZPVuZMueK7LL83gzQ4BcqauVzytfbuy8/w42dqpzvGYmBrPLCEQagWbFssLn8QOcOXMGxYpxQMxIA8gTDEaALZsaUB0/flxG5iqWNy8rmhq4cNGyEfB9/lwqmjY2tjIlhWVLy9LFBQLkmu2Szi3OFU2S/djhvVLRpOd95foDGDtpPkb8OQ3L1u7Bmk1HkNpRlZJlx5Y1cQEV7xnLCNja2cu/e2Thvn72eCzvztsxAnGHQKGQqLRKBoa444R3tnQEWNnUuMNqF9piRTRaucgIWDYCh8+ekwLmExaehAlDXSctW2qWzloRUM6KklPP9+8/tGBImjSpiEr6Sba9DFLlF9UawBWLRKBgYVVU2osnDlqkfCwUI6APgQIcJEgfLNwWAwjwN0sNUNXKJp/X1ECFi5aOQOh5TU55Yun3muUDSpergnWrFoHSr3RoWR05c+eHm3t6cYbTCzdvXMJ74VaZIEEC1GvUiuGyEgQo3+bKZXNx+fghK5GYxWQEgPwlyksYTpwQqX8+f0aSJBwckJ+LmEGAz2yG4Pry5UukTp0aiRIlwruLZ8QvXdKYQZxXZQRMDIH05SrBy88PS1btQrYcuU2MO2aHETA+AocP7MT0yaPxItA/zOLJUzige+9hqFGncZg+brBMBD6J/NpVyuWR53V33HuD5A7JLVNQlooR0EGgdWlPPLl7AxQoqEyZMjq9XGUEjIMAWzZDcKQD0kTF8nqyohmCCV8sHwE/f3+paNrY2iFLtpyWLzBLyAgIBCilClk4L4ncir4iNcur10FIkTwlXNK6olDRUvyG38qekqTJkiFX7ny4fvUi7lw6i6IVKlsZAiyutSKQv0RZqWyePn2alU1rfQhiQW5WNkNAvnDhgiwV8/SMBdh5C0bANBA4f+OmZCRHLk+tlBKmwR1zwQjEHAJ0PpnSrTAxAoRAzhBl8/aV86xs8iNhNQjkyE855Wfj/HlVrm2rEZwFjVUEWNkMgVv5RSviyW6E3z5/weg5c7HnxEkEC/eiWuXKYsKgATH6YO4Xey1cvx7xEB/rpk+N0b148VAEzl+7Lis5c+ULbeQSI8AIMAJWhkD2nHmlxHeEssnECFgLAjnyF5aiKgYXa5Gb5YxdBFjZFHhTVELlF61I3jyxewdMbTeBRYX2v+H4hYtqzlzEWdZF/66H/4sg9G7VEnb2duo+YxXuPXmC9Xv2y+XWGWtRXuenCFy4cUOOyZFL9UXrpxN4ACPACDACFoiA8jfwHiubFnh3WaTwEPDImhNJktngqcizHRgYCCcnVeqn8MZzOyMQFQQ49YlAzdfXF89FrsHkdnbI5O4RFRwtZs763XvUiqadrQ2a16qOPNmyouOIURg+fSYWbthgMbJavSDixcK5G7ckDDnYsmn1jwMDwAhYMwLuHhlBZ9cDn/vghX+ANUPBslsRAgkTxkM2z4JSYsXoYkXis6ixhAArmwJoxYW2qKewasaLF0vQm+Y2G/aqrIvuLi4IOHkUqyZPwl99eiKVg4NMB+CZLZtpMs5cRRqBpz4+ePn6NSj6JgVGYWIEGAFGwFoRiB8/PnLkVHk23WXrprU+BlYpd/b8qtzyrGxa5e2PFaFZ2RQwK79gRUjZtHJ6KlJgEFUsXgzJhGsFUXL75Hh2ZD+enziMSiVLyDb+Yf4IXAgJDpQzd17xjsW6X7KY/91kCRgBRiC6CCgeHneuXIjuUjyfETAbBHKwsmk298pcGeUzm+LOKcpm4TzWq2x+//IF70SS82fCnZgoWdKkeP3mNeyFwpkgcWJ8Fv0JRaLz/759QzwRxZHo06eP+CQSASdKkAi2dragNS7cuo2Uye2RLVMmOSa8Hz++fsXtx0/gExCA3FkiHhveGtwePQTOX1ed18zOLrTRA9LKZu/c+i9OnzwsreE9+g63MulZXEtGQDm3eefyOUsWk2VjBLQQyFmAItKGevlpdXKFETACAlZv2aTgQGo32rzWG4l27rr1SFm0JHxCzqrMXbNO1qetWCVy0L2SZerfdOCg+rFr/fsQ2V6+bXtMmL8QNoWK4pcmzZG9Wi1kFHnKLoZYztQTRIGUzJHi7GeygkWQp1ZdVOnQCW5lK6HHn+M0h3E5FhBQlM2cIVEYY2FL3sICELh75zqOHNyFM0Lh1KStm1dj+cIZCH7/TrPZoPIz76eYM3M8zp89btB4HsQIxAQCasvm1fMicGBM7MBrMgKmh4BrxsywsUsOP+HZRjFMmBgBYyNg9crmExEF9eXLl3BMlRJuLmmNja/Zr0fK+H8/9ItBfUSktAyeOk2WKcgS0RMfX1T5rRO8fX1kXf4Q46t07IIxc+bhy5evsilNqlTswhmKUOyVfvzA+ZtKjk1OexJ7wFvmTg/v38Gkv4Zg4bwp2LZ5baSFnDtjHFYvm4sRg7ri+/fvkZ7PExgBYyCQNp2bPMP+JigQz589M8aSvAYjYPIIiOPKUM5tKsYXk2eaGTQrBKxe2VRcaIvmEVZNKz631qFhPTw5uBcujo7yAe7YqKGsd2vexKAHunOTRnh74QwCTx/DjGFD5JygV6+xevsu9fwFwnp64PQZWf9VnP30OXoQ/qeP49W5k+jZsrl6HBdiHoEHXk/x7n0wUjs6wSmNc8xvyDtYNAJpXNLJL+kJhKt95qzZIy1rtmwqr5LM2XLKQGSRXoAnMAJGQIDOrivWTQ4SZARAeQmzQYDzbZrNrTJLRq1e2VTe4hTx9DTLG2gspikYUHo3NyROlEgumdohhazb2Nj+dIs8WbNi3phRSJIkKRInToKerVsifbp0ct49kbtJoQX/bpBFNxdnbJ0zA+lExFuiFMlTIHvGDFRkiiUEzl9TWTVz5s4fSzvyNpaMgL0IIrZx52ls2XMORX8pE2lR23TshfXbT2LmfM6yG2nweIJREcghAqYR3bnC5zaNCiwvZtII5MzP5zZN+gaZOXNWHyBIsWxac3Cg6D7DNsmShlnCI11aPBW+/2+V81vCbfPmgwdyXMtaNZE0abIwc7gh9hA4d0MJDmTdL1liD3Hz2umjCBZ268YVpEzlCHePDEiUKPFPBfgqAoQlSJAQ30QQsYQhQcQ0J716+QKPH90XayWCR/rMSOGQUt39+dMn2Ioch7QvXYnITf/d2zeybGtnLy2eAf5+8Hn2RFqflGjZcoCeH9/E+fAPH4K1ehKKvQ15gaY1iStWhUCOnKq/iRyR1qpuu9ULm00jIi397eUI9Vb/SBgVAKtXNm+GnFvLnzObUYG19sWSJUkiIfj+TXXg833wBxm5lhoVq6e1YxSX8t968FBunyVLzrhkg/c2MQSePHqAebPG49yZY/giIk0TkdWyXqNW6NR9ULjcvhFBxGpUVFnJx4yfjQqVa6rHXjx/ChPHDoaPCAKkEOU0LFysNKbMXC6/1MwRZzY3rluODBmzYOUGVRAyUkxbN64sp/QeMAq7d6zHvTsqi3zChIlQvXYjDBw6TutLEfGxasV8HNy7DYFCMf0hXnJpUoFCxTBzwb+aTVxmBLQQyBri0v34ruqFnFYnVxgBC0Ugrbu7DBIUFBSEAJElwNmZj9dY6K2OE7Gs2o32tUhoT79USYVi5OascumMk7tgBZva2dvJIEwkql9goBVIbNoi3nn0WDLokSGzaTPK3MUqAqOG9sCJo/uloqlYDt+9e4sdWyN2b1WChekyu3vnBvTu0kxL0aQxpASeO31UrQzqnS/eris0ffIoqWg6pEwtm759+4ptm1ZjzvRxyhB5HTawiww05O/no15bGUDBXxyd+O+8ggdf9SPgLM4fJxbpvl4FPEfwO23LuP4Z3MoImD8CFLLEI0sOKcjdu3fNXyCWwKQQsGplU/mFkucFKRwXU4wikFec7SRavmWbiEarsprE6Ia8uF4EKD+qlwhxTsFcXF099I7hRutDgFxOH9y/LQWv+Gst7Dt+C3uOXEevAX/A2cU10oCQlXHmlD/lPHKbHzB4LLbtuyDPZvYb8hdI+TPUVcvBIRXmL9uMHQcuYcX6A8KNVuXquHXjKpC7LNEBYc28ckkVgKxNhx6Yu2Qj2nboJfton2GjpmDk2Bmyzj8YgfAQIKu7m0dG2e314E54w7idEbA4BDyyqIK7Kd+NLU5AFijOELBqDUv5hcqRUfWPJc7ugpVsPKJ7VykpneUs07ItDp85i8deXvB9/hwUuZYpdhC4/8RLbuTqlh50ho2JESAE6CwjubESXb54GpcunIadcKFt3KwDFv6zTbZH5sf+PVvx9o3q93rwHxNRt1FLpErtJJXM+g1bSaWTvtgbQv2Fcprbs6AcmjFTVuHW20aWSUEOEmkqiE4dV7nf5slbAB27DYRnvsL4rVt/UJ0sp/sEP0yMgCEI0JliIq8HbOExBC8eYxkIuLNl0zJupAlKYdh/ehNk3BgsqZXNTKxsGgPPn61RrlhRDOrQTg47e/UaKrRpj0yVq8G1bEWMnDXnZ9O530gI3H3MLrRGgtLilqnftK2U6WXQC+n+Om5UfwQHv4+SnE+fqAKCOTo5o1KV2lFaQ5mUVETL1iQX4eqoUHBIEDIXV3fZRG6/CpGS+UYclyD69v2b0sxXRiBCBNJnyCT7vdmyGSFO3GlZCLBl07LupylJY9XK5p07KhcZtmyGPpIJEqgeifjxQh+N+AniqQfE02yPl0C267NOxA+ZkiBh6Do0eMKgAdi7eAFqlC0N95DUJ+rFRcFQtzrNOVyOHALq85rpM0VuIo+2eATI4kgurkq06F3bN6BTm9p4+kQVUCoyADwX5yaJnF3SRmaaQWMThwQgo8Hff6iUyOIlysu5Tx8/RL8erbFm5QL06dYc3l6qlyvFS5ST/fyDEfgZAu4eqr+NXg/ZsvkzrLjfchBwz8xutJZzN01LEquORqtYNrOxZVP9VD46uE9dVgoOKRzw311VFEilja7rpk9FeGFDdi9eqDlUq/xrqZKgD1PcIHDnierLt3vI2/u44YJ3NVUESOEsIRS3yX8Pw5lTR0DKW5+uzbFhxyl5ztdQvl3SusqhPt5e0o01pl8keeYrhL6DxmDG1DEy+BAFIFKoWs2GKFuhmlLlKyMQIQIeassmK5sRAsWdFoWAWybKyhAPjx49EnE1vshAWRYlIAsTZwhom53ijI3Y3/j79+94EJL3MXv69LHPAO/ICMQRAncfPZE7e4S8vY8jNnhbE0Pg08ePagumiwjeM1mkJenQtZ/kMlBE5jx/5nikOM6QURUQ7PXrl9iwdlmk5kZ1MCm4ilWWypWr1sFfE+dhyMhJ0OeBEdV9eJ5lI6Cc2Xz26J6IamzZsrJ0jICCQNJkieHs5gH6fkwKJxMjYCwErNay+fTpU3wWeeTSpXGCrZ2tsfDkdRgB00ZAnGG7w2c2TfsexRF3/v6+Mq9l7XrNULNuM5B1RzNP5Zs3ryLFGSl6yxbNwKuXLzBjymg8834MinKbMGFC3LxxGZcvnMFvXQcgU2bj5Dim85njRg8AneFs0KSNtHJGimEezAiEIECBsVKmcpTPrr/PM6R1d2NsGAGrQICCBPk/ewry/MuRQ5UKxSoEZyFjFAGrVTYVF1o+rxmjzxcvbmII+L8IxPvgD7AXX6YonQQTI6CJAL3R3rxhpfxottPzUrhoKc2mn5aTC/f7gUPH4Y/B3UF5MTeuWy4/mhMbNWunWY1Wmdx08+QthJPHDmCLkOGxOG9XvHRF5MtfBNlz5o2UC3C0GOHJFoEAvWyhFyXPRJAgVjYt4payEAYgQEGCLhzZK5VNA4bzEEbAIASs1o1WUTazZcxgEFA8iBGwBATuPH4qxaAvUjF9hs4S8LImGSjvZccu/eEcctZSkT1rtpyYNGM5Ujs6yab48VWBweJppC3RdFHVDCJWpnwVLFm9SyqqmkF9UjiklG2pHZ0jWFO1Dw2ITxnHNUhzjwTxVe9ML54/BR/vJ3IUKc2XhOV09v/GigBHdVGrckFQTk4mRsBQBNJz+hNDoeJxFoRA+swqa6byHdmCRGNR4hABtmxyjs04fPx469hG4O6jkLQn6bPE9ta8n4kjkDhxErTp2Et+3rx+BXKbTZEiJUgx1KQ+A0eBPppEVswTF1UvMjTbqUxustPmrpIuuQH+ftLC6JTGRWuYvjUzZMoS7pp58hbU6rt+9QL6dW8pzxoRv/kLFpNnNx/ev4PHj+/LfJ+Txg1FzjwFkC17Lq29ucII6EPAPUTZfPpQFbVe3xhuYwQsDQH3rKxsWto9NQV5rF7ZzM6RaE3hOWQeYgkB9XnNjJljaUfexhwRIIVNV8mMrhxk/VQi1EZ3Ld35xw7vlYqmjY0tVq4/IM/bKWN8fbzRtX09BAkX8h1b1qDf738qXXxlBMJFQMm16SVeWDAxAtaCgEfWnFJUtmxayx2PHTmt1o2WAgQRZXJTheePHbh5F0YgbhHw8vGVDKRNywEv4vZO8O7GREBxCacgQd+/a4cPTZo0KT5/+iS3exn0wpjb8loWjEA6V1WUev9nTyxYShaNEdBGwEnkP0+YKDFevHiB4OBg7U6uMQJRRMAqLZv0hcTXV/Wl2zWN6sxQFPHjaYyAWSHgExgo+dV1YzQrIZhZRkAHgdLlqmDdqkX4+PEDOrSsjpy588PNPb04w+klIt9ewnsRoTZBggSo16iVzkyuMgL6EXB0SiM7Xjz3FXliRfZB7WPD+idxKyNg5gjQc+7okg7PvZ/Az88PWbLwkRszv6Umwb5VKpuvX7/GJ/Gm29bGhtOemMRjyEzEFgK+/gFyK0cn7TNzsbU/78MIxAQCnvkKYdS4mZg+eTReBPrjxNH9WtvQmdLuvYehUJESWu1cYQTCQ8DWzh5JyCouXmAEv3sPu+R24Q3ldkbAohBwdHGVyiYZZVjZtKhbG2fCWKWyGWrVVL25jDP0eWNGIDYRENnJfUMsm46O/OzHJvS8V8wjUL5SDZCF89KFU/B95oVXr4OQInlKeU60kEjbkiRJkphngnewGATINdvRyVlYx5+CrJt2yY2TD9ZiAGJBLBaB1MKySaR8V7ZYQVmwWEPAqpVNN2f+wh1rTxpvFOcIBL16LfIdfpM5NumNPRMjYGkIJEyYEEV/KWNpYrE8cYRAqLLpgwzZWNmMo9vA28YyAk7OrGzGMuQWv51VK5tpnVV54yz+LseSgMs3bsbOY0eRPm06TBo8KJZ25W0MRUBt1RRv65kYAUaAEWAEIkYgdcjfyiBh2WRiBKwFgdTCjZaILZvWcsdjXk6rjEar/AK5hgQAiHmYrWOH8zduYv2e/dh1/IR1CGxmUvoE8HlNM7tlzC4jwAjEIQJpQs62kxstEyNgLQhQgCAi5buytcjNcsYcAlatbKZLw260Mfdo8cqmhoCfOjgQWzZN7d4wP4wAI2B6CKR2VP2tDHruY3rMMUeMQAwhwGc2YwhYK17WqpVNVz6zacWPvvWJHmrZ5Jcs1nf3WWJGgBGILAJpQtxoA/3ZshlZ7Hi8+SJA0WiJ2LJpvvfQ1Di3amUzLVs2Te15ZH5iEAFF2VTe1sfgVrw0I8AIMAJmj0DqkKM2fGbT7G8lCxAJBDTdaCkvPRMjEF0ErDpAkGsaywkQ9O3zF7z/9EEmLrcX+cGInnh749W7tyiQPQdER5hn5ZmfL+4/9UbW9O5wE0F9dOnDh2B8+fpV3ZxMRDBNkiRqUUzfiaTq1+89QIL48ZEjUwaRkiCFel19hRcvg3DzwSMkTpQIOTKmR0qHlPqG4fPnT7h2977sy5s9a5T507u4hTWyG62F3dAIxPny5TOWL5qBs6eP4qPIE1iydCV06z00ghkx07Vz6784ffKwTD/So+/wmNmEV2UEYggBJR/xC3ajjSGEeVlTRMDW3g5JktkgODgY7969Q/LkyU2RTebJjBCwOmXzh8g16OfnJ29RWgtSNicuWYph02YguZ0dgk4dR+O+/bH54CEpZ9b06bFm6iQUypNb1ncdOYqOI0bCNyBQ/ahmcE2HVZMnokTBAuq2Kr91wYmLl9R1KqR1ckK2jBnQs0VzNKj6q1afvoqfvz9a/z4UB06fUXcnEIpv9+ZNMU1ErI0nUhVo0pGz59Bx+Eg88PJSN8cXCuqvJX7B7kULAJH7jOi9SLLdZcwYrNmxG3RPiWhc5yaNMGPIYCRMkli28Y9QBHyUHJscjTYUFAss0Zvovt1a4Orl82rpUqVyVJdjs3D3znUcObgLGTJmASubsYk872UMBBTLJgUIIgNPyL8fYyzNazACJosAPedk3fR5/EC60rKyabK3ymwYszo32qCgIHwV1joH8aYmqlY6U7y7mq4OHYQiqSiaxOv9p0+x++gxyfY/m7agRuduakWT8tIRPfHxRZmWbXDmyhVZpx+aayqNfkJhOXruPBr27ovKbTvgh4blUxmjeW3Yu5+Wokl9379/x4wVq/DXPKE8atDKLVtRvnU7LUWTukmZ3HPiFBXkaLLaFGncFKu27ZR9lHybPjRu7pp1qNuzl8aqXFQQ8FVHo+UAQQomlng9uG+7WtG0sbFF5ap1UKhYaUsUlWViBGIUgWTCumMrPIW+ff2CtyJPMRMjYC0IODrzuU1rudexIafVKZsBIV+4nVOnig18Y32Pt+/fY93uPfhn/Fjc37sDgzt2QGYPdwzq2B5v3r5B3wmTJE+5s2TBgaWL8PnKBexbvECOISVwwITJYXguVaggLm5ajx3zZmPyoAHIn1O45Qoia+XwGbPCjNdsIDdcdxcXrJ40Ac+OHsDuhfOQOqWDHLJqx0710FevX6H33xNl3SZZMswb9QcCTh3F00P7MHfkCGR0E3/4Ql4rT1y4BHcePZZj/+jWBX7HD8nPgHZtZNvOo8dx4KRQTplCERCv5f2DXsp6yjiycoUyw6WYRODY4b1y+TTOabF13wWMHDsDbTv0jMkteW1GwGIRULwCXr1QpY6yWEFZMEZAA4GUaVQvpZXvzBpdXGQEIo2A1Smb5H9ORO6mlkq9W7VAq3p1kSVDRvw9oB9u7dyKxImTYOuBw3j5WvV2duLAfqhYojjiizORlUuVRO9WLSUcJy9dxvMQhVzBJ7WwAhfMnQs1ypdD/w7tcHzFchTN6ym7Jy1Zhu9fvihDw1xrlC2DS5v/RbPaNeHqkhZVy5RGoyoq99sXIbzQpNU7dql5WzbuT3Ru1gROqR3h4eqKLsLl9tHBfeQnK9dftGGTvBYWbsGje/eEswjiQJ8J/fsiTSrVS4R/d6u+cMuB/EOcvf0iLcoJhCU7SZIkjIgFI/Dc75mUrnDRkiDLDBMjwAhEHQEbW1s5+cP7t1FfhGcyAmaGgI2tKvaH8p3ZzNhndk0MAe0DcybGXEywo/ziJA/5BxITe8T1mg1ClDmFD1I0iW4/eqQ0YaxwYR03f6G6/vLNG3X5/lMvuEQQqddOHB7v3qwpzl27jm/fvuHOk6fInS2rer5mYVSvHurqy5evsGHffpy6rHLVpTMwCt16qOKN0tE0ql5NaQ5z/fTpI576+sr2B17eKNVMpSQrA9+KA+1EDzXOfCp91nx9906FC7lVMlkmAl/FC4WPHz4gwF91Jp2OCbx98xrJbGyQKFHiMELT+O/fviOp8CQIj96JAGP/Cfd0ZY1vwlPhxvVL4gxmVjikNJ53SHDweyRNmkwGOAuPF932n/FPnhrBIjCZmoRnhL19culyr24Lp/Dk0QO8efMS7h4ZkSq15QSSC0dcbo4AAeVv5gfNZymC8dzFCFgCAuQ+TqR8Z7YEmViGuEPAapVNe/EFzBKJXFAVq6OufH6BL9RNX4WSqEl2Ao8innlkk26f5jilrLjSUv3Rs2fhKpuy3+sphv1vJtbv3Seta0kSq774KoF9aIxXiALpnjYtVcOlgBBXUBpgZ5NMK1outXmGKL1OIRZOamMS/zBEZGEiG1vLtehb+33esmEVpk8epYZh84aVoE+3PkPRvFVn2f750ycsWzQdJ47uh9fTR/L30SmNC3J7FkTXXkPg6uahnk+FmhXzyzE9+/0h+yb8NRivXqr+jjRr1Qmduw9CQuEdERW6fvUClsyfhnt3b+CNcKNPLP4uZMiUFTVqN0H9xq31KoWR4f/yhdPoIwIlaVJiYdV3dfVA3oJF0b5jX6R21FYk161ajC0bVsDbS+WmT3PzFSiC3gNGI1uO3JpLcdlKEFAsPB9Z2bSSO85iEgLJWNnkB8GICFitsmlnb5kWnoSU4iTkbKPuc1IwV04sF0F4KIXJ2bWrwkSC1R0fUd37+XN1d0bh6hoenbhwEeXbtJcW0CrCXXeicOs9eOYM+o2fpDXFI106WZdRaCMI+0fjUqZIgVfCEksRbQd37qS1Dlf0I/Au+IPsUN7S6x/FrZaIgBLoi5TLAT1bw9fHW0vMwIDnMmLs6ZOHMHjERBlQSBmgzH3w4DYWzZ0s06gofTu2rkNrcRbUPgrK5oLZE/HPktnKUvL6Rbjj37tzU3z+wKH92zFpxnJoPq+R5f8/aLhOhOz05fNnPH50X3727dyMP/6ajtLlfpW9t25cxsypY2SZAo6RZZg8KSiqL/WxshkCopVdlGeQLZtWduOtXFwbu+QSAbZsWvmDYCTxrfbMpr0VuhOWFIF+iD4K68bExUv1PkLnrl4TrmcqK5jeASGNU8RZTSKKZpsjQwZZ1vdjqhhHrra1K5TFHhGIKG9IcCHdsbmzZJZNL4Sr7ayVq3W7Q+viS2DJAvlkfcaK1Xgt3AR1ifIKnr1yVbfZquuKe7GtBbuPW/UNFsLXrNsE/247Idw+VWlOatdrJuv1GrYS0TS/YvSwnlLRJEWqYdN2mL1oPeYv24xOPQYhiXgBRVbDCX/+jmfeT8NAuXvbeuTJWwj//Lsf/5uzEh7pM0mrJrmlRpaOHdmrVjRd3dNj1LiZWLJ6Nyb8b7G0ItJ6pODNnjZWvXR0+R8+eqqUd+joyVJ2SpNEfyfGjR6AwAB/uc/+PdvU+63ccBD7T9zGwn+2SmVUnxuyejAXLBoBxRtEyyXboiVm4RgBtmzyM2BcBKxW2bTkM5vhPSIFc2QH5dwkGvK/6eg2agxOijyal2/dxNrtO1G3S3cUa9wMz/xDrZY09rFwcSULJaUceeLtjSZ9+uKwSH9C1K9NqwhzWh4UeTOJbJOFWpIfeqkCmHz/8V2mMyGFsXnN6nBOnVqO7TX2b/QcMxanRLCi8+Jc6Mx/VqJB9164/eC+7G9ctYq8UhqWwg2bYs22Hbh5776MQPu3OIuaoUIVTF26XI7hHyoE3oWcZbWxUZ3DYFwsDwEKBpTO1V19PtMuhYOsk2XmwN5tuHv7hhS614A/0GfgKKHYFZXus63bdcfM+WvleUmy5JEFU5cosNSYCXOQKXM2FBFpVJav24s6DVroDjOoPmvqn3Kcc1pXLFm1C5Wq1Ea27LlQskwlzFq4HqXLqiyNWzeuwtMnD+XY6PKfKUsOKW/1mo2k7CP/nC7XfScidG/fpHq55ZmvkJr/Vf/Mk1bNnLnz4+8pC1GjTmN1HxesCwElyBa70VrXfbd2aW3YjdbaHwGjym+1brT2VmjhiSe+MO5bPF8olM0R8PKlzElJeSl1iSwfmnTt7j2UbtFas0mWCwi33DG9e4Rp12xoVPVXLBbRY9fs3AVyvaVUKBRYiOidsKA6lyyLTo0b4s++vTF/zEg06tNf5kGdtWo16KNJvYVim1M0UKRd4mmyUCgfiiBBzQf+rjlMlnVlCDPAyhreK8qmFT73Vnar9Yp7UwT1IaIzig0at5VlzR+58hRAxV9rYd/uLbhz65pmlywXLlpCBtdROqJq6aOARYobb4u2XWGrc4aYfm+79xmG40dF9GlBd29fR/oMmRFd/hW+lWvFqrUxZ9Z4+Pv54OHDO7K5ZJnKIAWY2nZt/RcXz55Ab6GUlymnermlzOWrdSGQLORvJkejta77bu3ScoAga38CjCu/1Vo2LU3ZTJBAdSvJPSwiyuDujoPLFqNDw/qq3JUhgyloT6Xiv8i+bJkyaS2ROHEirVQxZIEc0uk3nF+3Wp5rUgareYgXysNgkd+zeplSMtjHCWFF/SzOZVGKEnK/JUqYMAHKFSsqy3UqVcTVLetRWaRkSaqRnoPyclJbujQq90AaPOn3gZgiPhV/KQYl4BC1UzTbUT26Yd7oEVRlCkGAFHsi5fxRSDNfrAQBb68nUlJXt/Qig1Do76em+OnTq1zZn3k/kW63mn0Fi5TUrEa5TOcuFfJwz6gUta7kWpuAzp4L8nqssmxGl3+tDUIq2bLlliVfHy95pZRAC5ZthWLh9H/ui6H9O2HS30OhnF3Vtw63WTYCNslUQdXYsmnZ95ml00aAAwRp48G16CFgtZZNS3OjpUA5hgbLyZM9GxaNVbmyvXgZBIoKm4bOeelYNJVHq1rJktgydxaePfeTih3lv9RH04cPBX00iXJ97lw4H69EtElSMO1DXDO6N28mrKtByCAC/pDFVaGcWbJi39JF0r2W3HkTxE+AtM6q5MLKGHkVvPZr31Z+vn3+Ar+gQCFDai3lV2u8lVeUM5vK+SMrh8PqxE9HUWaFR7tiVdQHwDNfldKVXLjfktusJiVMELWIs5prUNklrZu6ydfPW13WLJCSR2lLiJxColNHl3/N9ZVyQICvLKZN5640ScvvnMUbsW3LGsyZNk6mTtkqovymExFsW7Tuoh7HBetBwMZOdQTkQ7BGGh3rEZ8ltVIE2I3WSm98DImt/xV3DG1mCssqkbXsQ/6BmAJPccmDY6rUSEPh/8NRNNW8iX63tOkQnqKpHhdOIaVDSrWiSUNsBf4ZPTy0FE2tqcL6QvvpVTS1BgrraJLEcE/nyoqmDi6a1dAzm6FnZzX7uWzZCGTLrrLivQj0x5b1K8MISxFaD+zeKtvz5i8iPRHCDDJCg6NTGnUAo1VL52hFt1WWX6BxZjR79jyy2dj8XxJpUZQzrJkz55B7PHpwVwYzI1feOvWaY4UIhuTsooqSTQGSmKwTAbsQyyYHCLLO+2+tUnM0Wmu98zEjt9Uqm3Z8di1mnihe1SQRUJTNZDpn5EySWWbK6AhUrdEAbu4Z5LpTJ47AjCmjcePaJZlqZOO65ejWoYE4K/1Futg2bdnR6PtrLtiha39Z9XnmhQ4taog0Jzvw8P4dXDx3Er/37YB9OzfJfgoYlCNXXlmOLv/nTx/Fc3EWkyLQHty3HSN+7yrXpXNJdRq2lOVlS2aiVaNK8twq5f2kNClKLuDPnz/JMfzD+hAIPbPJlk1zufs+j59g3p9DcP7oIXNh2eT4ZDdak7slZs2Qtq+UWYtiGPNqyyYrm4YBxqMsAgG1G61GVGCLEIyFMAiBpMmSiZyS09C/ZxtQBNZ/Vy+RH83JZNHr2mso8hcsptls9DJZDa9dOoe9uzaDznD+Mbh7mD3cPTJi8B8T1e3R5X/urAmgjybRudC+g8aArK0KeXs9xpjhvZWq+tqmQy91mQvWhYByzp3PbJrPfZ87ZgCO7RTu8MvnYfvdV+IMuPnwbiqccoAgU7kTlsGH1Vk2379/L++cvY2NZdxBloIRMACB98KiQ5TMlp97A+Ay6yFKAKAEQnnUJIo4u3rjIVSpXk8rsmxiERgnf8FfsGD5NjRrpW3VjC/OTBPFT6C9lua6EZWV+fF0ghKN+HMaRv89C+kzZtYKWOSUxgXtO/aRqVVSpkyttXRU+FcWcHBIpRTledTcnvkxb+kWVK1RX93eqEk7mXZFCU5EHYlF4LTmrTtz6hM1StZXsLFVpYv6GKz67mB9CBhf4gBfP6Ms+jqIPBC+hVkrq2dB2ZY5Vz5WNMOgY1iDYtEPFpHsFQ8Pw2byKEYgLALxRJS9/8I2W25Lzpw5cefOHdzZtQ3ZM2e2XEGNINk/m7bgsY8PcmfJjIbVqhphRV4irhBo1ncA1u7ajZFjZ6By1TpxxQbva0IIBAY8l4F40jin1VL4YpvFz8JdNcDfF6Rc2tknN3j7n/F//uxx9O2mcpGlfJ4U5faVCErmIs5hJkwUfsAjcif2F8HQSOl0cnKOcKzBzPJAs0WAzvK2bvIr0ovoxStO3DBbOUyF8XVzp+HOlfMYOX9VtFgKfO6PPvXKYfzKHXDX813OV6RFc3FzF3/borWNVU8u55JQKJrfZTo6JYOAVQPCwkcZAatzo1WiHCpv/6OMnBVMbF2/rhVIaR0i/vhPFd2T849ax/02REqyIpoCUcoRcpuNLEWWf8rpqZvXU9+elEPUTSimTIwAIaBY5X+EREg2d1Q+Bn/Cly+fhdU+ifB0SYrPn75K5c9ZpEVycXPVEu/Vi5e4f+0i/s/eVcBFlXXxIyCIgKKChKhgd3d3t2K3q2u3a+y6xqfu6urauXZ3d625NnY3SKpgAAqifvfcN+8xMwwwyPQ75/ebmftunvO/w/DOO+eek80nL3t5q7ShmeLDu/e8ziljRhWljgW4h4/vhbYMzhml+IMb589kZylHQZWGLeF9+DthPuaBkTFTRmnuyA+R8Izl18WHPdnzFIAMzgkfQKFldGjL6vDq+WP4EPGWzSV4QaRL7wB26dLC50+x4MAeXH2KjmbBCBP35omKjIZ09ukTtX4qy+iYISPvh2sHvngCBYqX5fhJjFtggX/3mbKJ982kbFrgBhtQJNkpm6I7gJXVj7mFGXBvaClCQGcIiN97ZRdBnU1OExEChAAhYKEIiA+mv7Obbkug8b1aweWTh6BSvWZQuExFWMOChcUqAmCh2+n0TYe5Ijq5Xwe4euooE1lwfsP+vy3aAI4ZhLyjLx4+gG7VCnJI5u89B8UrxOfivXHhDFcGsXHd+UeQM29eWDv7D1jOctYinTu0i7/4BXs78PgDUwyjYNrALuB39rhYzZQ7G2jZYwD0nzybKTvCPVvIq0AY2qo6BL14yvv1axR/xtyXueAPmjob8MzmrhXzNVqjb1++CKv+mgCPbvvBh/A3YGuXDryZ1bpxx17Qomc/STHGyZVlHDJ1ARzavIqNu8bXtWEPpRq17wEjZi5RGcMbLeQN7xe+xn0hN1oL2U9jiiFfZTMN+VYY84tHaxsWgW9fhRuGNPS9NyzwtBohQAiYNQKisvntOzPXWQCJJ6f+O7oX8OXghJbHNMzC+Qme3rsJQ1pU5cpFMAveZW2TlisbKDb2Xf7nrzB02lyOwnct8cD1tv2zQFI0E4Nw4k9t4M6V8yrNX7/GwfblcyFDZhfoPvI3QKvn4OZVICTghUo/9QtRRvX6ZVN/g/Vzp7Fq4f8htqOijQrko7HX4MTuzTCDKdvpHe35UGUZ5/46kNc5u2SFd2/CII652+9dtxTsmQV1wMT4YGa8k4W8SVZ9NFUTEQKpQEB2Gpdo4RH/gaQCOxpKCJgNAvS9N5utIkYJAULAhBAQH9CJv6EmxFoqWUkDvcf9wayK72Dn7VBo2WsQny/w+RMIZ+e5f1+6BU68ioUVJ26CT4GivA2ju8Z9SbniUa9NF9hy5SXkK1qaz1OhThN+jXWbr/qDU0Yn+BIbC66e2Zn1dCNsux7ILayoZCId2yGc70zv6Ahzd56GcfPX8Xp8m7n1uDRXdxZdOjE6d2gfUzSnsubvzCU4D0xYtpXL9uf6A1CsfDU+7NalM7Bw4nCNU2TM4gqLD12GvfdCYe3Z+5CfudEi7ftBTDQuYmKV4n2y5X33TQxoGbAjY2WT3Ghl8P0mERUIfAPhBoHObNJXQi4IZM/uwyPbYnRb16xuchGb5NQxAuIN93cLs+5UqN0Iugwdw89aorLXc1S8oubbZxjUadmWt+UtWgxQWURCa14oy4+bUsIzmR45c0A6RRYAPE+J1/jyzJGdT1ehTmP459h1tlYHcMvmCRVr14caTX152/uIN/wTg/3gGBeP+LOlHtm9pblQjsRo/u9DeROeTV3OFOjaLXwBZatUrxHM33saKjcQYlTsW7sE/J88STDNiOlLoHBpQcH0zl8AWvYULJ3RUR/hLVPOLZEs90GLJe6WacskWzdauuk27S8mcadbBL59E91o6SGLbpGl2UwVAXdPL+jZd5ipskd8mQkCVooUQpZm3bG2Ub39y5jZmZ9fRLfStCx4kDKVqFRdunzDIkerBwuSGlNR6DV6gjQaU5qc3r8d7l75j9cl5hYrDUim8D7iPaBbMFLHQWMTBA3CLR4w8W84f3g37/Pw5lXIkScPL4tvdmq52d28cohNEPWBBTtiCrKlkfigxdK++5a2T+Ygj+qvjTlwnEoexT+e1P54pZINGk4IGBQBMSAWfe8NCjstRggQAmaOwDdFdjjx3sHMxUmSfYzMKgYLUu6Y3lE5Imz8eUflProov3r2HFawc6Gn9m1jEVDjuPLL502lVfnV04cSe9lz55PKyoVsPj48IBGu6//4vnKTxjIGFhLJUiIVi/KIn6KSKYfvvigzfeoHAdm5jht2cQAAQABJREFU0Yp/NKKlRz+wynvWuavXgle1mjBj2XIOxJodu6DtkKEw6k/LPERvDrttBcKfOimb5rBbxCMhQAiYCgKiIiEGSzEVvozNhxWLFCtS7KdPYvGHP29ePA9dquRnQXo2Qcmqtfl5SjxTqgtyY662IgX7PxeLKp+hLKc4KppIrtnirZYqnWR2gTk2kcT7ZpmJT+LqEAEZK5vCGTYdYklTKRDYefwEBIaGQdH8whPEK3fuwrbDx+Dg2XOEkZEQEP9ZiE8qjcQGLUsIEAKEgFkhIEahpbRRqtvmwPJOihQS6C8W+WfkuwiVa/ECU5kgvQ0JEqukzy2LZ/HIt5hi5e+th/l5SqlRraDsAvw6JFCtNeGli1tWyKTIK7xh3jTAXKPqJKZlwfr8xUqpN8vyWjynTN99WW6/ToWWr7KpZdhunaItg8kiP0bCeb/rLE9XWqhZXjhMLwOxTV5EK2vhrKZyKHeTZ5oYJAQIAULAyAh8l867WxuZE9NaPhNLAYJpU5B2Lp8Hty5dgLi473DpxFH4c0h3Xq/+5uiciVfdZilOsN/Dm9eZ2+wE2LpkLlw/d5K32Ts4SsMCXwq5NL9+/crSsQDg2Uskp4zCPFjetXIBD+hzbMdmmNi7A7wPZ+cnNVCv0VN4Lebn/KlOSfh37w6W6uUuXDt7CsZ0bg5Ht63l7ajs5i9eUsMM8qsSH06LD6vlhwBJrCsE4v0gdDWjic8j/tGQG61+Nur4xYvMFeUr1CpfDtKlE3JV6WclmjUlCIjfe9wbIkJA1wh8+hQNUyeM4NN26NIbChcly4CuMab5jIOAaNkUf0ONw4XprWpjkwba9B4Ca/6ezPNzDmxaSSUvpyaOK9dvDmcP7uQWzFEd6ktdGnXoxSPPHti4HE7s2gSvgwJ4KpT71y/xPtGRH6BFETdo2rkPS9fyP8hVsAi45/CBEOYSe5qd78SXSP0mzhKLKp/NuvSCWxdOw9Ht6yDg6QOYwPJ6qpNXrvwwes4q9WrZXpOyKdut17ngsrNsiu4A4h+RzhGV+YSHzgiusg2qVpE5EqYlvlUa4ak8ndk0rX2xFG5iPn+GUycO8leoBhc5S5GT5JAfAqIroaWc2bS2Ev4XaJQHc4swsrJWteIq9xXTYWC/XmMmQafBY0HMh4lR/ivWbcpzWGI7knjPheVGHbqyMVPBTvEg2orxUqhUBShdrQ6LEjsGytdqBDjHrUtnITY2Bn7+bQZXYHGsDXPBLVG5JhZ5Spbp6w9CwZLl+TW+ZXJ1Y+lMOjBrawawUcio/oDgt0VrYeI/2yBn3kJsjngZXTy8oPvISbD69B3I5JJZmlP5XKp1GtXbZeW51fGSJjDzgvjdV5bVzEUi9o2EQBp286m/0GJGEiqpZYsWLQp37tyBW3t2QtEC+ZPqqrO2z58/weeYGLBNmxbSp3dQmTc6Ogpiv3yBdHZ2kiVQrBM72qdLB3ZKkc/EevEzpf3FcfgZw8Kc33r4mFcVy59X4zofPn5gLizfwIlFqrO2tYVvjN//bt6CQrlyQebM8e4sOIl3zbrwMigI7u7fBYXyCmc2B06aAgs3boJCeXLD3QN7+Vqa3qIio8DBnkV4U/tHh32Rz0/shhb/EWVUOisizvMx8iO3qDpjG+ujTCI++E/PyVE1D9er4CB4/DIA8ubMDl4eCUOXx8XEQuTnaP4PUxz7IiAAIhgmJVmuLU28Kq9tKuUuv4yG9Xv2w7hJM6FREyF3manwRnyYPwLvIsKhCXNNQ5r850KoVbeJ+QtFEhACDIFHD+5Cz06NIHeh4rDq1A3CRAMC6OIaGuAPmd08mCKZVkMP1aq4L98gLDAAMmZxYcqh6j0RusHimUzHDII7bVRkNLx7HQZu2XMCWlPVKeJNOHxmnhUe2b3Um5K8jvn8BUKZBTUzcwcW10pygMwacU9ruAt4o0cUKZwy+wLoWFzVRzU6ntwUp3N0FH7APkZHG4y9rqPHQqZylaFZv0EJ1mz08wDe1n3Mb1Jb/Z/68jocg690xUqDZ5UaUKNLd9hx+KjUTyyktD+Ow7OVnUf9AulLlIVyvu35C8v9J04GVLCUKXP5KpyPBRs3w/6Tp8Czem2o2qkrZKlYBX6Z/hdXPrH/o2fPuKKZjR3GFxVN5Xk0lS9cvwH1e/YGlwqVwbE0c70tUQZKt/SFRRs2Aig9B/lr+SrOg3PZSnD3kaAci/OhMuxWuQZv33XsuFgtfLIfyYKNmvO2BgxXkQ6eOg3ZqtaA7DXqQq1uPfmnT6268B87b6pMM1YK63pVr8NxadV/EPjUaQClWMLrfA2bwjUW/MgcyJE9KED6FGW477054EI8EgKEACGQFALRUR95s/JZwqT6y7ENDaIeOXNopWgiPjZprcDTO2cCRRPbMN+nsvLn4Jie5/XUpGhif7REplTRxHGoFOdgD8yV18J6IgGBT1FRvODA8ouSoknfitQiIDtl08lJsGx9VPwhpRZAbcZrYzxW7qNcFucPfv0aTl++Am2GDIO63XtJCh62p7Q/uqeUbdseNuw9wC2WaC3EF1ovF2/aAi0GDRaX5Z/i/DcfPoT2I0ZB6Nu3UvtyltYkkllukUQX2vpVKkvtSRV++3sOVGrfCY6e/w/eRgiH+mNiY8Hv3j0YMHkqVOvcDdAqidSnXRtIyyzDSHPWrOOf4tuqHbu51ROvF27YJFbzz53HT4J/cDAvD+zYgX+u3bkbGv/cH4LCXvNrG0Vy6xeBQXzNizfin16LsmPHXuMnwK4TJ/kYfHv88iUcOn1GujblQgZFQuroTwKepswr8UYIEAKEgKkgIP4PslfzijEV/ogPQkAfCEQxbzEk8Z5ZH2vQnPJBQLbKZqQBlc0f/TpVKV0Kru3cBvuXLISZv4yEEgWZ2yaj4xcuwm/zFiSYVtv+M/5ZCQ9Y8mSk3/v3heCzJ/lrZI9uvO7A6bNwnCmA6rSKKWmVS5aAewd2w/FVyyG/jzf8OXwoZGBnJJCOnBPOazaqVpVfJ/W2lyltU5f+w7vkyZEDts6eCTd37+CyVi1TmtefvXoNhv/5Fy9ndXGF9g0b8PL6ffshQgytzqyfC5nFVaQTFy9xC6t4PXfdel70cHWFdg3rw/sP72EYs8YiFc6Th8sRc+MqHF2xDHLnyM5dcUdOn8nbld8+REbClkOHYe2fU+Hxkf0wpncv3v+X3j2Vu5ls2UmhbH6KijRZHokxy0YgJDgQrl0+D/ipiT6zXH0f3r+DKMV39MuXWLhzyw9ePhciUmoaQ3WEgL4REC086UnZ1DfUNL8JIfCJlE0T2g3zZ0W2yuZHdj7Q1ClLhgxQqnAhaFyzBozo1QPOrlsD5YoV5Wz/tXI1fGVWQGXStv/y7Tv5sDJFCsOkIYPAzTUrf00fMQyyZhYOx289dER5al5GC+C2ubOgYJ68ULtSRbi7dxezOPryNrSW/nv5Kne3qFOpQoKx6hXD/pjOq3J6esKNXdvBt1FDKMaUaZT1zPo10KKWEAhg6ZZt8Pi5oBgP69GFj8Hzr8u2bOdltIqihVGZFiism7cfPIQzV67ypv4d2oEVs4zuOf4vhL8TrKgzRg3ncmB9XWaNHdKlM++LqVtCwsKUp+TlIV06QZeWLSCPtw/8MXI4U7r3sBQvdgn6mWKFqGyKT+lNkUfiyTIR+O/sCWjRoCy0aVIJhvTryD+xfOvGFRWBp0wYDo1qFYchfTvAutWLoF7VwtC3R0vo1KYWH3P/7i2V/nRBCBgCgchPwgM6B1I2DQE3rWEiCGAEYCSybJrIhpg5G7JVNj+YgWVT/bvl6OQIAzq059VxcXHw4IWqkqVNfwxWhAF8kJ74B0CVDp2lV7WuPUDE5am/v/p0ULdiecmKiY0YLEgMxnOKKZqoBJYvVkxjAB/lyd4x68WzgFe8Ci2EDo4Oys18zlljR0l11+7c4+WShQqDaPVEa+Z3hsHCDRt4m1uWLNC2QX1eXr17D3e/nbNWcLfFnJ/92rfjbffZuVKRpi5ZJsmOOCzevEVsYgpsQvlb168ntWPBXBRN5FVyoyXLJsJBZCAEDuzdBr8M7QlvWIAPJDEZO1o3B/VpB7dvXlPi5DsvP7h3C5bOFx5GiTf42H/k4K4QEiT8bigNoiIhoFcEohUPptM7CEdw9LoYTU4ImAgC0WTZNJGdsAw2ZKtsGvLMpi6/KqIrLc757FXyN17q/cPehkvsOKa355FwMRqu+CqaLy+ULVoEXBUWTqkzK9SqkLjF8vDZc7xrw6rJn9d8+DxeSc7n483Hqb/lyp6DR4DFemUFcVg3wboZEBICs1avhX3/nuFDe/u2hpHM+ouEVuvZq9fBhn0H+HXHxo0gSxbBYhv8+g2vw7cvTFkV5cZPx/TpuewoP7YpU3p7e8mqrFxvLmUnhUJPlk1z2THz5/MDc1lfOGcKF8QnV16YvWg9nDj3AGYtWAvZvHJwl/VFc6dqFLR5605w+NRt2Hv0GgwZNYH3ec9c548d3auxP1USAvpCIFph2aQzm/pCmOY1RQTIjdYUd8V8ebIxX9Z/jHPRJcCQyqaY4zD6c8yPMa00CpUskXyyZROLiX6q98/B3FYzZcwIEe/fw4CO7WHMz30SHavekFYRSEe9Hq9FZbO+Fvk1vbN5SFM8T0RhfhUSzG9GsWN2D3epf8vatcA7mydgMJ9Rf83i9RgprW+HtpDN3YMrhJdv3Ybf5s6Xxgzr1lUqlypUENYwyyemk7m0eQOkSUImaRAr2GA6FhZEyVzJUQwQZIYWfXPFXO58nz11lJ/BRBz6sVx8ZcsLZ7nLV6wObTr0gLl/TeKWzddhoeCa1U2Cyyd3Phg1bpp07du+J2xevxxCmXUzgCVxJyIEDIlA/JlNITaBIdemtQgBYyFAAYKMhbxlritby6boLmqIbc2oiIDrz3I6qhALbvP+oxDxS6U+iYtZ7KwmEp6fLODtzctJvSXozxSmyiWL8yHz1m0EdGlVp08sZ9WlGzfVqxO9xlyV958+40psOWYVTI7wjKi7iwvv9sey5YDrqdO4v+dJVaUKF5bKmNdyMDs7qUx4vhMVTaQhnVXbqpUtw8+Civ0rs6BLSJizc8aKVWK1yudllkMUc35aEsWf2UzZ982SMCBZDIvAy5fxgX3WrlwA/Xq2kl67t6+XmAkMUFUg0ykSvksdWMHdXciBK7p2KbdRmRDQJwKiNwhZNvWJMs1tagiIv7WigcbU+CN+zAsB2SqbHxUpNQyxXfl9vPkygaFhMG3xUh4R9fXbN9Bl9Bi4cf9Boiw8Z2crz7GIrBh850VAALQbOowF4RGCagxn7qQ2drYqY7XtL55txHQqZdq0h0179/PclRiB9g92jtG7Vn34e9UalbmTujh89jxvrseCBrEIQUl1ldr+N2QgLz9l50ZLtvRl+UOPcB7+ZdFkm/frD+v27uPtzWpV50GSpIGs8BNzmXV0EPJGYv2Azh2lZow4KwY5wsqhXYWgP2KHUgXyQ96cOfnl2NlzeV7R89f84Pq9u7CZud226DsAyrftAK9C4y3I4lhz/hTPbEaRZdOct9GseI9481riF8+Yf2Gu6uLL3t4BChQqxl/YlhzZ2qbjXTC5OBEhYEgEohXn3MXzw4Zcm9YiBIyFALnRGgt5y1xXtm60kR8NZ7nq0LghzGLKGyp3v86ZB7/PXyi5iCb1tbr18BFU7RTvAir2LclcQScrlDWxDj+17Y8RVbHvTMYTKnsdR41WnoaXMe+mtnT4zDneVZuUJ+KcP7X1hdNXr8L6Pfvh4fMXLH/ocLFJ+szHLLcrp0yRrsWCE4sK2LNVS5i3bgMUyOUDtSrGnyXFoEV927eFyYuWAEa6RbdbZUK32aMrljKFsiOEhYfzvKKYW1SdUiK/+lhTvHZSKOfiU3pT5JF4siwE8hYoBIf2Y/L0dLBk1S7ujWFZEpI0ckBA9Lyh1Cdy2G2SUUSAotGKSNCnLhDQzgyli5VMZA7RJeBjdELXTX2x6OnuzvI5LuPBZ1CJwafzXu5uTJGaDLXKl+PLWuOZQDXCKKoZHB2lWoy4OrbPT3Bly0awsxOe9EuNrJCS/n+NHgWz2Kt2hfJgh1FlFZTNLStMHNgflkwaL1ZJgXrwbKQ6YUTYYyzvJ1L9qpXUm/m1tbUwziqN6vh1M6bDtjkslUruXDxlijgYsUEeMLWKGNhHbBM/h3TtxI5QpmHnTjuIVdJnP5bmBPEchBZPDbh6Z88OJ1avgF5tWoGPV/y5V8ShDlNcsS1frlx8Pol3DbJLC5pBwSm9EPFXfEpvBiwTi2aOQNFiZbkEMcxlfdP6ZRqluXvbT8qrqbEDVRICRkYgOko4ekButEbeCFreoAiQZdOgcFv8YrK1bBryzCZ+iwrlzQeXt2/hZyRjWH5MPLeI1IO5hCZGDStXht2LFwAGy0FFyDWLcM5RJ/2Zoja8Z3f+iouJheC3ryErU2Y1KbGxd24ktiQPsIPKmbV1Gkkm9c5zfxsH+NJEbRo2AHyhq3BAcDDnAS2XyVGuHDnhPstz6ZPdK0FX96xZ4d7+3ZCTBRJKjIrkzwfLp/6PN78Jfwvfvn1jazN81Sy6GEApJUGUElvP2PVOTgpl04Du48aWmdY3LgJ58xcCr+ze8CrgBSxbMAPCWICfOg2aQ7p06eHliydw8th+OHf6GKzfdgIccuUxLrO0OiGQCAKiNwhZNhMBiKotEgEKEGSR22o0oeSrbEZGGgV054zOKVuXKT9eHokrTQkmS2l/NgGe/czuGW/hSzBnMhVltAgKlMwUPGdl7pzeyXVTac+fO7fKtfKFaJlUrkus7JI5S2JNFlNvm9aWW3u/Mkt0DMuHamdnZzGykSCmiQAGMZu1YB383L0FvIt4C7tYUCB8qZOluayry0fX5o1AtOKce3pHikZr3jtJ3KcEAdGiL3oDpmQs9SUE1BFQ9WtUb7XA66zM6oUUqpRv0gLFJJEIAVUE2EMIN0Wu0Yjw+Fyjqp3oihD4MQSUXezTKLnLYz7NOYs2QJPm7cDDM94LwZZ5apQuV4m35fQRHhpZWQlHCaysEp4XT6NwY9d03ODHOKZRhIB2CIQrfi8zuQj3DtqNol6EgHkjEMFSUiGJ98zmLQ1xb2wEZGfZzMJcRdOmTQvvPnxgFp7PGt1Gjb0ptD4hoA8EPNmDlqCw1/DmdSi4e/y4JVsfvNGc5o1ABuaxce7aS41C5MlXEMb8PoO34YOOb9++Q2bmsq5u0Zz850LAlyb6e8FaTdVURwjoFQEMDoTuhDbMMyRDphR6JemVM5qcENAvAm9CA/kCnizQIhEhkFoEZGfZxCfwHh5CTsZgduNNRAjIBYFsrq5cVFQ2iQgBYyCQKbMLZHFxTaBoGoMXWpMQSA4B8bfSheV5VTvOn9xQaicEzBYBlgIe3oQIeeFJ2TTbbTQpxmVn2UT08Y/H398fApmyiZFJTY36+LaBuixnZeE8iZ9JVOY5pf2Vx1JZPgh4sEjDSOINlHwkJ0kJAUKAEEg5Am9eC/mWXdzJEyTl6NEIc0Ug6mMkxDCrvoODA9CZTXPdRdPiW7bKJm5DcFiYae2GgpuurVqkiK+U9k/R5NTZYhDIpjiv/PYNWTYtZlNJEEKAENAbAm9eC/cIWZhlk4gQkAsCylZN9eMOcsGA5NQtArJzo0X4RLeAwFDTVDZ1u8U0GyEgICAqm+INFOFCCBAChAAhkDgCbxQP5lzdSNlMHCVqsTQE3oTQeU1L21NjyyNrZTPIRC2bxv5S0PqWiQC50VrmvpJUhAAhoB8E3irOt2chN1r9AEyzmiQCb+m8pknuizkzJWtlM1DhImPOG0i8EwLaIhBv2RTOIWk7jvoRAoQAISBHBMIUyiYGCCIiBOSCgLIbrVxkJjn1i4C8z2yGWm402riYWJi0aDEcPnceoj59gqY1qsP0X0bq99tEs5s0Ap4Ujdak94eYIwQIAdNCIN6yScqmae0McaNPBN6SG60+4ZXl3LJWNgMt1Y2Wxa2u1fMnOHv1mvSldmf5RYnkjUAWlifOxsYGPn5kOWY/sxyz6dLJGxCSnhAgBAiBJBAQI3dTNNokQKImi0PgdSilPbG4TTWyQLJ2o31loQGCth06LCmajg7poWPTRlCHpVIhkjkCLMesZN18Q8GxZP5tIPEJAUIgCQS+s4e28comWTaTgIqaLAwBOrNpYRtqAuLI0rLp7OwM6ZhVJyo6GqIio8DB0cEEtkJ3LGw/coxPlt3dHR4e3gf29ul1N7mJzRQeHgEZWC4oGztbE+PMNNnxZLk2/YOD2U1UCGTzymGaTBJXhAAhQAgYGYGoyI+CBwj7/+ng5Ghkbmh5QsBwCFA0WsNhLZeVZGnZxLxBUvqTMMvLOfiSKRNItSuWt2hFM4S5QVfq2BleBAthuuXyR5saObMpzm2+DqMgQanBkcYSAoSAZSMgpojC4EDsloGIEJAFAsygD2KAIA8PD1nITELqHwFZKpsIa86cOTm6z15ZjqLyNTYW3r1/B69CBEXCnllv8RrrNRHWf/78SVOTVIeBhnCOj+wpr0gvAgLg+r27AF+/ClXfvvE+2A/wl4qRf2Ag/Od3PeHarO/V23fg/DU/+PQpWhiv/s76PH35Ak5euAhPXjyPX0epXxCTsVrn7vDw+Qt4++4DRLyL4K/Y2BilXlRURyBHNsEdLCgoQL2JrgkBQoAQIAQUCAS+esFLbl7eihr6IAQsH4HXzFgR9yUWXFxcwIF5jRERArpAQLbKZv78+Tl+D58xZcZCaPGWbZCpXGUIVJxFXbxpC7+es26DJGFMzGf4ddYcKNK4OdiVKAP2xctA9uq1oO2QoYBKpDrNWLmKz+FVvQ6g4tmq/yDwqdMASrVsC/kaNoVrd+7CZaY84rr4wvOipVv6Qs5a9aByh87gVLYizFi2nE+7Yc9eyFS+MpRt0w6qdOwC7lVqwu5jx1WWXL51GziVKQ956jWG2t17Qd76TaBQ0xZw4foNqd+r4CCo1qU7PH75ktdVaNcRMpevwl+//PW31I8KCREo4OPDKwNePEvYSDWEACEgIbBn10ZY8888dtQi/kGb1EgFi0fA31/4jcyRR7hXsHiBSUBCgCHg/+QBx0G8RyZQCAFdICDLM5sInPiH9OC55SibiX0hMNABEloJ6//UF54FvFLp+iokFLYdPgb7T52FVVMnQ7smjaV2cSxW9Bo/AXadOCm1obJ36PQZqFu5klTXdpiQXsWNRb8NffsWPrGop6NnzYaTly7DEZaGBcna2poZRb/Ch8hIaD98FDw/fhg83Nzg+Pn/oPf4ibyP8tv9p8+gUZ9+8PLkEebOlAaqduoGLwKFaGnK/aicPAL5cwnKpv/LJ8l3ph6EgEwRePr4Afw1ZSyX3jadPXTo0lumSMhXbPGBXPY8BeQLAkkuOwT8nzzkMov3yLIDgATWCwKyt2w+Ym6YlkK92rSEFyeOgDtzf0Dq7duGX/fv2A6+ffnCFLvRXNFEhW1wl05wbuM6uLR1E/wxfAigyy0qhj1/mwDP/f0TQIKK4RZmtVz751R4fGQ/jOndC3LnyA6/9O6p0rdg7lzw9NhBCPnvDJ9f5AUVzfpVKkPYf6ch0u8STBs2hI+LYa68/2zdzsuxjEekPm194eKWjfDs2CEuA9a9+/ABDp85B07pHeDU2lWwbvo0rOZ0bOU/XE6UffLgAWI1fWpAoIBPTl7rzyybyg8SNHSlKkIgVQi8iwgHc3BrDwsVzrgrC5uVndPLkNGZPxjLnZcsW8rYyKX88uVTLmrO3LT/ctlzkhPgFVk26WugBwRkr2xakmUTo87m9PIC27Rp+Vcli3NGfp2eKWibDh6Ca3fZOUtGc8eNgbm/jYPKpUtBueLFYMzPfeD0utX8xir60yf4dc583k/9bQhTULu0bAF5vH3gj5HD4d6BPWBra6fSbe30PyBXDkGhwfnb1K8ntR9ethhcs7iwSMD2MOannoBpWZAeBwjKrUumTLDmj6mw9H8ToXyJ4uCTIwf8b8gAbs3Efm/esTOhLH0HyujJLKEieWfz4HVYn8Epg1hNnxoQcHNx5bhjrs1378I19KAqQiD1CLxmgdf692oNISYevGvTun9g0dz4B1ei5E7sd2THgQuw+/BlKFehmlhNnzJCAB/IIXmRZVNGu06ivnxKlk36FugeAdkqmxggyM7ODoLCXvP0J7qH1rRmPK848+jBopEO6twxAXNlixWF9o0b8Pqr7BymJmqtpDhiu7qiiXVpmYusMmV3j1cKmTYrNaWxsYEqJUvw65CwN/wTFd+urVoIfZjrLwYYmrL4H0nZJEucBN+PF5hVWzy36f9CeHL/45PRyNQgEMcs+eiuefXSOXj+7DF8Y4GxkqIvLGjDZ/YwKCnC9g8sUFdUVCTvhmPu3PKDl8+T32tt+IlkDylu3bjC5/zw4b1GVtBSOKhPW/B/+Yzz8p4F78JXTExMgv4xzJvi3p3r/IVldcK/eZQHX+h6j4TzX792IfEAY6yPNnyuX7MYFs6Zwvj6zPlDHnEdkb4wrwtraxuIi4sTqzR+ItYib5o6pGZPNM1HdfpHAL8/EeFvwNYuHbh7Zdf/grQCIWAiCASQZdNEdsKy2JDtmU08N5gnTx64y6x9D9nZw1KFC1nWzqpJ8+SlYD1E11e0Dmqigj65eDWexUS3WyuFhRQr09vbQzmmkKaUcFxi5KTIb6quRO48cgxGzvgLnrNIwdhHvAn/9k04e5rYfFSvHQL5c3kDPlDAABjFS5bTbhD10hkCGIV5AVNyDuzeyhQZwXUcJ3dxdYOhoyZBjdoNpbVQAVu9fC6cO32MK2+o1LhmdYfCRUtBv8FjE+RKnTJhOJw6cRAKFCoG1dk8K5fMBlQ4kdw9ssH/pi+BgoWLSfNjQRt+MFXOlAnD4Nrl/6Sx+Bva0rcrDBz2G9iwh0dIaMkc0rc9BL4Sfm/69mgp9fft0BOGjJzArzHozqw/f4PjR/ZKf99W7HepeauOMGjE79KDLFTCu7aty8cMGTkRDu3fBo8eCA/DbGzSQqNmvjBq3DTpgZS2fK5eMR+WL5rJ5z176ijgS6RDp27DN4Zz49rCw7DJfy6EWnWbiM388/bNq7By6Rx49PAOV1RtbW3BO1deaNysHbRq21XiBzv/yJ6oLEYXBkfAX+FCm5250Cby79LgPNGChIC+Efj8KRZCAl5yL7dcuYT7QX2vSfPLAwHNWoc8ZJeCBD2yoIi0iW2dD3MxRXr+SjU4kHL/p4potJmdncFKcfMottugVZJZxfRN7YYMh9aDh0LEh48wZ+xoCDt/WnK31ffacpm/AHODRhIDYMhFblOQE617fbo2gz3bN6gomsjbm9eh8OhRvFcBWga7tK0D61Yt4pZP0XqGChUqlF3b1YVjh/eoiSU8kHlw7xYsnT+dtzk4OvFPVARHDu4KIUHxvwHa8jN+dD8VRRMnRH62b14Fa1ct4POjNWhgb19J0eSVGt5wzd7dmsHRQ7u5oolnyPGFD5V2bV8Pv478OX6UIrgZVsydOZErms6ZsvB2VNT37tyo4garDZ/bNq+UFM34hVRL6g/AlFuXLZwB/Xq2hiuXznJFE9timRUUleDZM37nGERHRykNSdmeKA2kopEQEF1os1MkWiPtAC1rDARePXvElv0OqGjiAzQiQkBXCJCyyZC0pHObiX0xSisst5gWZSlLiaJOD548gQ37D/DqqujeagDFUp2H2w8ewtbDR3j1qTUrYUj3rvx8p3o/vObKr6IhUOGGq6kf1SVEoIAUkVY4k5SwB9XoC4ENCsUR5y9drhKs3HAQ0JK2aMV2qF2vKaRVeBOgS+ukXwdBUGAAV8TatO8BC5dvg6Wrd0Gfgb+AHQvohVbP6f8bDa/Yk2hN1Lx1JzjM5t579BoMGSVYFNFV9NjRvVJ3rflhil1WNw8Y/785/CzjX/NWQ0bnTHye44cEhTe9gyPMW7oFfp08S5r/74XrYOvec/zV8+dhvH7juiUg3sx37zUYdh26zF/tOwsRXy+c/xcuXzwjzSEWnJ0zc/n3H/eDdduOM+ut4GmxZwdT3BleSKiAJsdn/YatOD/5ChTmYypWqSXxuG3fecDzmonRmVNHYO3Khbw5W/acMHHafFi58RBMn72CeQmU5fU3r19h7rlTNU6hzZ5oHEiVBkUgQEx7QsGBDIo7LWZcBALovKZxN8CCV5etGy3uqRja+YEMLJtdWzSFmStX89yU/SdP4Qp2+0YNIR17enX++nX4be4C9nSeuc4yn6GRLHiPMejkxUvSso4O9rwcEhYGn1l+TyS0pISHR0DmzJkgc8aMvA7fFm7YAJ6uLizn5z3YzVKzLJ74G2RS3AhLnaggIZBfkWuTzmxKkBissH3rar5WLmYxmTV/neR+WqxEWcCXSOhe+vD+HX45eOTv4Ns+/m8SXWjLlK3ErWufP3+C5YtncqVHHIufPrnzcfdSsQ7Hb16/HEKZdTPA/7lYDdryU7FSLWjVritkyixEunZj0Vpr1GnELbTv30fw+fC3wzNbdgh6Fa/8unuwYF6sTpn27xYedqGy+FP/EVJT34Gj4fCBnfAu4i2cOn4wQWCeEWOncPdhHODDXFZb+naDPyaNBLQivn37GpAnbfjEKLP4wkBlSA5MSVbnkTdoeFvw9/94rRtzScYHBTgWKV/+QlCpam0YN6IPnD19FFABbtuxF+T0zs3b8U3bPZEGUMFoCLxUBAeitCdG2wJa2AgIUNoTI4AukyVJ2WQb/fDFC4vfbryx2jBzOsuz+TNEvH8Pc9as4y9lwdGVbeYvI6BKmdLK1QYrt6pXG4b9OYOn5CjfrhNUKVECTl29JgXomLhwMYya+TfE3rwGRfLmAR+vbPxcJ+YIxZdIs8aMBMHmItbQpzICeb1z8MtAphSgRchG6Wyucj8q6xaBCKZEiQFoWrfvLimamla5e9uPV2dh0YNbt+2eoEuhIiW5JRRdUdFlVp1ERUq53p0pY6hsRrPzkkgp4adXv+HSVJjSBN1477C/Q6SkXE6lQYoCBstBHpACmUW2X89WihbhIzpaCGz0KiBeIRY7pGPRtpUJ5REJz4Ai6YpPcV7lT9w7tDQjdereT1I0xT74+zlg6K9c2cS6h/dvqyib2uyJOBd9GhcB8cxmDnKjNe5G0OoGRYCCAxkUblktRm60bLsfYq7NZCJBmtO3wtpa2FarNKrbixFnHx3eB52bNwHnDPGuYulYVN7q5crCle1bYFiP7iqiSnMlESUBA4WIhNYNZbKyEs55qtdjnzSg4FMxJrtnNpjBUqp4ZnWFtxHv4OiFi9C9ZXOoV7kSn/L9x4/Qqk5tSIPrsTEHli5UCVrkliULoLU2g6NgbVDmg8rxCOBNbw4PD24pDgoSbp7jW6mkLwRCggQlC+d3d4tXlDStF+D/gldn88rJvQ009cmZMzevfhXwQnIj1dRPrLO1TceL4tnPlPCDA18xnn4fNxCa1y8DM//4FQLYmVKk7yn47UQFVyRUHr+whx3Kr1zMbRGDG2XK7Cp2S/TTlv1uifT1W3zEWF3wKc6r/IlnaEXKkV049yxei5/oWiv+HvprEQFYfU/EeejTeAjg2eFXCut/Dkp7YryNoJUNjgBZNg0OuWwWlLVlMxPL65g1a1YIY66ar0JDwMsj6RtAc/lWPDtxNFFWXTJngXUzpvP24NBQ+PrtK3i5uScaoRZzcOIrKSpTtAh8f3hXY5f+nToCvjTRlrl/g+BQF9+KLrwj2FnN4DdvmNKZVeIrMCQY7NnNMrrQilQwT164tG0zc6ELh+iYT4DKKpF2COC5Tf/gYJYS4wnkyJlLu0HUK1UIuCt9P1GZLF8p8ek8vZj1+TJIljRNPV8F+fNqdAm1Vgvopam/el1K+LnhdwmG9OsIX1kaEMw72ZdFwr12+TxPHaI+b1LXGBHXKUNG+MjSprRkUVu79hiQVPcUt+mKT00Lo0uwSEHBmh/ShIYESWlQXNkDHSLzQwD3EAM+ZWJRnx2cHMxPAOKYEPgBBDAWmz+lPfkB5GiINgiomqG0GWFhfYoUKcIlunH/kYVJlrw4Hm5ugoKtZo1MfqR+e2AOTk93VQU4m7uHiqKpzEGWLJlJ0VQGRItyYeaGjPTkyX0telMXXSCQiUVRxSA3SJvWL5NyYWqaO19+IXgNRqjdvW19gi6YEkQMzINnPdGFM6WUEn62bFjOFc3K1eoABv3BM4qJkbUN8zxQEPKvTMhnkWKCm/4OFslWdCtW7oOpWDA36I9QivhUeGS8eR2m1VIurlkhcxbhzCoGVkI+1WkZOz8rUv78wv8W8Zo+zQOBx4qI0D60f+axYcSlThAIZtkIoiM/QBbmIYZGGCJCQJcIyF7ZLFOmDMfz6p07usSV5iIETBqBcoqHLA/v3TZpPi2NOd9OvbhIeG6xV6fGPHUJ3txiHs35f0+W0ng0aNwavLJ7875/zxgP82ZN4goYptfYsWUN9O/VmufPRPd0MYrrj2ClLT9+Vy/w6e2Vzk0GKyyrX5nbIboeioqjk5OzxMrOrWvh5YunPM3JhLEDeaqQmnUb8fa3b15D765N4cjBXfD08QMegXbNygXg27QKbN24QpojJYUU8ZlB4PP2ratw8fwpfvZ1+aJZPJBSYmv26jeCN2EeUdy/k8f2c97Ryjt6WC84ygIcIaFSju7AROaHwAN21hapoCK6sPlJQBwTAilH4NGNK3xQ2bI/9vAy5SvSCDkhIGs3WtxoUdm8cptuuuX0xZe7rGWKCpap+3dvyB0Kg8rfqcvPcOHsCa444lnLSb8OVlm/ZOny/DqdvT38PmUOjBjUjbucbt24kilgK1X6opWw3+BxUKKUMEalUcsLbfmpWbsR7N+zBTBKblhoED9nef/uTb5KdFQkNKtXBpq36gC9+48CjLTr4ekFwSyfJwYSwpdI/YeMg0ZNfOHZ44dMqfuH5+T83/ihYrP0+SOWWhycEj4rV6sLZ/49wi22Iwd3k9Zu1LytVFYvNG/ZEW75XeYKMp7h/H1MQjfg7Dl8YMzvM9SH0rWZIPDgrhBwK3/x+OjQZsI6sUkI/DAC929c5mPFe+IfnogGEgIaECDLpsKyefkOO3OolEBcA1ZURQhYDAJ5cuQEJ0cHQOvS6zBVV0eLEdIEBcHIvwv+2cbOPI7h+SBFFjGoDKbGKMlSmoiEEWc37jgJ9Ru1VMn9iIFxSpSqAMvW7IUOXXqL3fmnlZXgwioG5lJuTKNwlxcD2GCbtvx07NYXKlSqwd11b924Cl/YmbZ+LFWJeFbUhrnOlihdQcGDFUyfswoKFi4uLY8pU2rVbypFcMWorQOG/QqlylZUSR7u4uoGPXsPhRFjpijminfJtVJzFU6jFADN2kp4bpoSPhs384XefUeAGGgIrcSFipRgaWUqqwRlUl4HmcJco5P+WAA5fXKr9HNlZ/yQ9zVbjgC6KIuU0j0Rx9Gn4RHAyMoP7gkPUQqULGd4BmhFQsBICDxgv+tIaNkkIgR0jUAa9uPKjgXLl1B8V1cW/fTtWwg4dcxiggTJd0dJcm0RqNOtJ5xguU3/mPUPVK1RT9th1E+HCGDKjvDwN0zx9AQ7peiqmpZ4HRbCg89kdfNQUXI09f3RuuT4ef8ugkdbdXTKwJeIYlbNiPC3gIF/bDQEKcLoszEs3Yk7s3QmRrGxMRDOHnqgQmqXToiYm1hfbetTwiem/wkNDWbnaTOBg6OTtkvwfjExMdzSi8qliEmKJqDOJoUAprZp26wKZMziCnvvhbGHKybFHjFDCOgFAXYKAhrlycjPbAYGBoKnp6de1qFJ5YuA7C2b6K4lug1cvqU5oqp8vx4kuSUjUKaIEITm/n3BbcySZTVV2VC5QbfL5BRN5B8tZ6jUaUojpCv5kuMnI1PIlJUqBwdHdrY0p0ZFE3lCJSwpRRP72Nra8T66UjRxzpTwidbdbCz6b0oVTVwH9w33TxkTrCcyTwQkqyZzoSVF0zz3kLhOOQKBLE0TBgfyYBG0SdFMOX40InkEZK9sIkSisklBgpL/wlAPy0GgLEtZg/RQ4TZmOZKRJIQAIUAIpByBh4rgQORCm3LsaIT5IvBAKTiQ+UpBnJsyAqRsst0RfdSv4rlNIkJAJgiIyuYDFpFW5t70MtlxEpMQIASSQkAMmFaghBClPqm+1EYIWAoC969TcCBL2UtTlYOUTbYzomXz8m2W/kTeR1hN9XtKfOkBgRzsXEZmZ2eejiKEpeIgIgQIAUJArghg+p4H94UUaPlZ7loiQkAuCDy6ScGB5LLXxpKTlE2GPPqou7u7w/uPH+FZgL+x9oLWJQQMiwA7lFSuiJACRTyrZFgGaDVCgBAgBEwDgQD/54BpfFzds4GLGyW1N41dIS70jUBc3Hd4eOsaX0Y0vOh7TZpffgiQssn2HIMESa60t8mVVn5/BvKVuGzRolz4+4qzSvJFgiQnBAgBOSPw4J4ivyalPJHz10B2svs/vs8ihkeDt7c3uLi4yE5+EtgwCJCyqcBZfKJz+ZbgRmMY+GkVQsC4CJRRBAl6cPeGcRmh1QkBQoAQMCICDxVRuQuQC60Rd4GWNjQCYn5N8R7Y0OvTevJAgJRNxT6Lls1Lt2/LY+dJSkKAIVBOVDZZkCA8s0RECBAChIAcEbh/9yYXu0DxMnIUn2SWKQIPblBwIJluvUHFJmVTAXf58uV56dKt2xAT89mgm0CLEQLGQsA9a1bIwXJr4VmlJ4/uG4sNWpcQIAQIAaMh8PnTJ7gnKpulhHsBozFDCxMCBkTgxn+n+WoVK1Y04Kq0lNwQIGVTseOZM2eGkiVLwpcvX+C8H7kUpvQPISgkJKVDqL+JIFCrQjnOybWr502EI2KDECAECAHDIXDr5hX4GhcH+YuVgQzOGQy3MK1ECBgRgbdhb+DFwztgb28PosHFiOzQ0haMACmbSptbq1YtfnXywkWlWiomh8DsVath5IxZyXWjdhNFoE7FCpwzv8v/mSiHxBYhQAgQAvpDwO+K8NtXsqpwD6C/lWhmQsB0ELh+/iRnpkqVKmBnZ2c6jBEnFocAKZtKWyoqmycuCT7sSk2yLKI78RXmVoyvxFyL//pnBQz/8y/4/PkzRLyL4K93799pxOtN+Fs4ffkKXLh+g/fT2IkqDY5AzfKCZfOG3yWIY5Z9IkKAECAE5ITANYWyWbpKbTmJTbLKHIEb5wRlU7z3lTkcJL4eEUjznZEe5zerqT+yPJvOLMk90ocrF8HB0cGs+NcVs5EfI6Hv5Mmwaf8hKWiMlZUV/NzOF+aNHQM2drZ8qWmLl8Kvc+ZpXPb91QuQwUlwRzrFlPfev02AJ/7+Ul+cr16lCnBo+TLMPSPVU8E4COSv3xgevXgBS1btgiLFShmHCVqVECAECAEDIxD58QM0rFkM8H/SgccfIb2jvYE5oOUIAeMg0KF8Xgh8/gQuXboE5coJD52NwwmtaukIkGVTaYednJy43zpG5TxzTUhyq9Qsi2JsbAyUbdseNuw9wBVNzEGKL8Rk8aYt0GLQYI7D/LXrE1U0lYFav3sP1OzaQ0XRxHac7/A55rpEEVCV4TJaOf7cJrnSGm0TLHDhVwEvYdH8P+HKpbMWKB2JZAkI3Lx+GfCZe6HSFUnRtIQNJRm0QiDkVSBXNDNkyAClStEDZq1Ao04/jAApm2rQ1axZk9fI9dzmjH9WwoNnzzkGv/fvC8FnT/LXyB7deN2B02fh+Pn/oEvzJvDixBEoVagQr29Soxq/xrqXJ49yqya61Q75YwZvT88OoC+Z+DuEschn2L54wnjw8cpGVk2OjvHfalcQIjD6XaEgQcbfDcvhYPG8abBx9WIY/0s/+Pr1q+UIRpJYDAJ+VxXnNSsL//stRjAShBBIAoHrChfaatWqgY2NTRI9qYkQSD0CpGyqYSj6rsv13Oby7Ts5ImWKFIZJQwaBm2tW/po+YhhkZRF7kbYeOgLOGZ0hp5cXpLdPx+ucHBz5NdblyMaUSEYb9x+E8HfC+c3V0/4HP3doB65ZXHh7347t4dmJo8B8l3hfejMuAjXKl+UM3L5xFdC6TUQI6AKBfPkK82ly5ysI1tbWupiS5iAEdIrANUVgtFJV6bymToGlyUwaAb9zJzh/4j2vSTNLzJk9AvQ4Q20LK1WqBLa2tnD93n0exCaTcya1HpZ7+fnzJ3gZFMQFfOIfAFU6dFYR9kNUFL9+qnT2UqWD2sW9p894TTa3rODbqKFaK12aEgIumbNA0Xx54fajx3D3th+UZC5lRIRAahHo1nsw1GvcCtzcPVM7FY0nBHSOwLuIcHjy+D6ktbWDwmUq6Xx+mpAQMEUEMFKLHwUHMsWtsVieyKyktrWYbwgVTqRTl6+qtVr2ZdjbcElAx/T2EMsikyq/UBkpW7QIuCosnFLnRAr+CsU1u4dHIj2o2pQQqCW60l6+YEpsES9mjEAMi1LtwLwePn2KlqTA83EfWMRqfImutWGhwXD92gWVftIAKhACekIAv3NIRcqx1A/p0uppFZqWEDAtBAKfP4fXQQGQJQt7yFy0qGkxR9xYJAJk2dSwrehWcOrUKThx4RK0rFdXQw/LrMrh6QmZMmaEiPfvYQBzcx3zc59UCYrzIfEotPgojaLOpgpPfQ+uzfJtzmWBn65dPQ+9YLi+l6P5ZYDAInZmc8eWNeDtkwfWbxfctp4/ewxd2wq/q0NGToRD+7fBowd3ORo2NmmhUTNfGDVuGg9MJgOISEQjIiDm1yxNLrRG3AVa2tAIiC60GKMEozATEQL6RoC+ZRoQFn3YT7Jw0LIipgxWLlmcizxv3UbQlC8TLRSXbtyUYEmrOIcV9Pq1VCcWCufJzYtvwiNgwfqNYjV9migC1cuW5jf4d29fJwuTie6RubGlMbMWPnhS0NyZE7mi6ZwpC6+Ji/sCe3duhEVzp4ld6JMQ0BsCYn7NUlVq6W0NmpgQMDUE/M7SeU1T2xNL54eUTQ07XLZsWeb65QD32ZnDwJBgDT0st6ptg/pcuGCmPJZp0x427d0Pd9k5PoxA+8eSZeBdqz78vWqNBEAmFjYb6bzfdThy9hz43b0HE+bOhzmsT8cmjcCNuWkgDZ76BwyaPBX+Y/2u3LoNmDql9YDBcP/JY96+Yc9eKN6sJfwy/S9+TW+GRwDzomJgKHRtvM7ypBIRAvpGwNk5MyxdvQv2H/eDdduOQ4FCgkvXnh0bII658RMRAvpCICQ4EPxfPgN75uZdoIQQIE1fa9G8hICpIIBBwa+ePc7ZEbMvmApvxIflIkDKpoa9xQBB9erV4y17TvyroYflVnVp2QLENCdPWZCgjqNGQ5GmLaBuz94wbvZcCAsPV3Fva15beCIcFxcHDX76GUq38oXJi5bA7cePecTapZMnQNq0aXkeswUbNkJlFnSonG97rnzuPH4CXocL0WrHzZ4Htx4+gr9WroYXAQGWC7CJS9akejXO4bnTx0ycU2LPEhAYMXYKFC4q5HjzyZUXWvp242JFR0fB27cJvSUsQWaSwTQQOHvqKGekXM0GYJOWboVMY1eIC30jcIelN/sQ/gZy584N+fPn1/dyND8hwBGgX9hEvgjNmzfnLXJTNlHov0aPglnshbkX7ZjiLRJGlZ04sD8smTRerIKurVrAFJYiJZ2dHa9D///yxYtB3YpCNNPmdWrDzd3boG6lilIf7JglkzOv88zqwsfVqywEZSqQywe8FWc9eQO9GRSBFmy/kM6dOQbfvn0z6Nq0mPwQSGefXkVod6WotVGRH1Xa6IIQ0CUC584IymaVhi11OS3NRQiYNALnDu3m/LVo0ULFcGDSTBNzZo8ABQhKZAubNGnC/xBPXLwEHz5+AHQxlA2xs5vDe3bnr7iYWAhmFoaszB3Wzk7IqamOw6/9+8LY3r3APyQEXFiqGEcnR5UuBfPkhaOrlgPTXuBVaAhYW1mDh5ubSp9/pk6GSYP6g2fWrJR7UwUZw14UK5AfcjJlH1Pg3LtzA4oUE6xOhuWCVpMrAraKh1Yo/9dvcXKFgeTWMwIfPrxnRwUu8uAoFes20fNqND0hYBoI4HH5s4d2cWZQ2SQiBAyFAFk2E0EaQ0JXq1aNn187dPpsIr0sv9rGzhaye2ZLVNEUEbBirrLe2bMnUDTFdv7JrJ5eHp4JFE2xj6e7OymaIhjG+mQPGprXrslXP3NaePJvLFZoXUKAECAE9IHAfyxACnpuFK9UEzI4y+hBsj7ApDnNBoHnD+5B0Iun4OrqChUV3mdmwzwxatYIkLKZxPaJT352HhMidyXRlZoIAYtBoGXdOlyWc/8esRiZSBBCgBAgBEQExDPp1ciFVoSEPmWAwFmFC23Tpk3BWpFJQAZik4gmgAApm0lsgnhu8yCLsorupESEgBwQqF66FDizKMMYqfHl86dyEJlkJAQIAZkgEBMTAxfPC4H/KjUQYjPIRHQSU+YIiOc1xXtbmcNB4hsQAVI2kwDbx8cHihUrBpFRUXDi8uUkelITIWA5CKSxsYGmNapzgc6dIuum5ewsSUIIEALXWDTOz58/Qd4ipcAjuxcBQgjIAoHQwCB4ePMKpE+fHurWrSsLmUlI00GAlM1k9kJ0pd11TMhLlEx3aiYELAKBlnWFqLRnTpOyaREbaiQhrFgwMKQ07Ly2SGIdXluxM8LKlCZNfD9rK4pfp4wNlXWDwDlFypOqjSgKrW4QpVnMAYH/Du/hbNavXx/s7e3NgWXi0YIQSPOdkQXJo3NRrl+/DqVKsSeg7EB10JmTFMBG5wjThKaIwKdP0ZCpXGWIiY2F3YevgIsrixJMRAgQAoSAGSOAQYGa1y8LESzP4MqTtyBPkaJmLA2xTghoj8Bw3/pwlQX9W716NXTr1k37gdSTENABAvGPkXUwmSVOUaJECciRIwcEv34Nl2/fsUQRSSZCIAEC9iz/Yb3KQq7UcxSVNgE+VEEIEALmh8Dd29e5oume3RtyFyZF0/x2kDj+EQQ+vv8I18+dZOn8rADT+hERAoZGgJTNZBBPg6kgmgtBBHYfp6i0ycBFzRaEQMvagiutGLnRgkQjUQgBQkCGCIgPzqo2wIT2MgSARJYlAhePH2Bp/OJYOr+qgGn9iAgBQyNAyqYWiIvnNnfiuU3yOtYCMepiCQg0rV2Di3H18nmI/PjBEkQiGQgBQkCmCOCJodMnD3PpK9N5TZl+C+Qp9pmDO7ng4r2sPFEgqY2JACmbWqBftWpVngT34fMX4HfvvhYjqAshYP4IuGTOAjXLlYW4uC/w78mD5i8QSUAIEAKyReDBvZvwKuAFOLtkhWLlq8oWBxJcXgigC+1/R/ZyoVu1aiUv4Ulak0GAlE0ttiJt2rTQsWNH3nPNrt1ajKAuhIBlINCtheBCfnj/DssQiKQgBAgBWSJw+IBg3anbujPY2JAPrSy/BDIU+tS+bfAlNgZq1qzJ44/IEAIS2QQQIGVTy03o0qUL77nxwEH49uWLlqOoGyFg3gi0rlcX7Gxt4abfZQgOemXewhD3hAAhIEsEvnyJhWOK1A8N2lIkTll+CWQq9JEta7jkXbt2lSkCJLYpIEDKppa7gOlPChUqBG/CI+DQufNajqJuhIB5I+Do5Ait6tbhQhxVWAbMWyLinhAgBOSGwIXz/8KH9+/Ap0BRlu6kmNzEJ3llikDwS3+4dekMpEtnD61bt5YpCiS2KSBAyqaWu4BRacUnQ2v3CMlxtRxK3QgBs0agW0vBlfbQgR0sPhal5TXrzSTmCQEZInD04C4uNVo1KQqtDL8AMhX5yPZ1XPLWrVuBk5OTTFEgsU0BAVI2U7ALnTp14r13n2BPSSk6ZwqQo67mjEC9ihXAjYVLx+Aa9+5cN2dRiHdCgBCQGQJo0Tx3+jhTMtNAnTadZSY9iStXBPC58JGtq7n44jEwuWJBchsfAVI2U7AHXl5eUJvlHoyN/QJbDx1JwX+g1DAAAEAASURBVEjqSgiYLwJpbGygc1MhEbQYZMN8pSHOCQFCQE4InDy6n0fULl29Hri6u8lJdJJVxgjcvXoJAp8/AQ8PD37fKmMoSHQTQICUzRRuguhKu2a3EEo6hcOpOyFglgiIrrTHWQh1DLZBRAgQAoSAOSBw+OB2zmZ9XwqQYg77RTzqBoHDW4XAQOiRZ8MeGBMRAsZEgJTNFKKPeYrSp08P5675wYuAgBSOpu6EgHkiULRAfiiaLy98/PAeLpz71zyFsACuD+zZCr/90g8WzJ5iUGk+fYrm6+Lad2/76WztVwEvpXlDggN1Ni9NRAggAq/8X8CdW9chXXoHqNaIcgzSt0IeCMTGxMG/uzdzYUUDiTwkJylNFQFSNlO4M46OLDqnIjHuuj37UjiauhMC5ouAmHPzyEEhX535SmK+nD98cBtOnTgIF1l0TW0JFbpF8/+EK5fOajskQb+Yz5/5urh2aEhQgvYfrXgX8VaaF8/WWTLpYh8sGR99yHZEEUG7RlNfsHdIp48laE5CwOQQuHBsP3x8HwElSpSAokWLmhx/xJD8ECBl8wf2XHxStGYPc6Wl6Jw/gCANMUcEOjVtzINsnDtznKcRMEcZ5Mjz4nnTYOPqxTCeWSW/fv0qRwhMQmbaB8NuA0bOPnxwB1+0HrnQGhZ8Ws2oCIgutBQYyKjbQIsrIUDKphIY2hZr1aoFnp6e8NQ/AM77UXRObXGjfuaNgHvWrFC/ckX4GhcnJUg3b4ksi/t3EeEseFlMAqHy5SvM63LnKwjW1tYJ2qnCMAjoch8S22vDSGIeq9z0uwTBQa/AxcMLSlauaR5ME5eEQCoRiHgTDhePH2APhq2gY8eOqZyNhhMCukGAlM0fwBFv2ETr5sINm35gBhpCCJgnAj1Zvi6k3Sx/F+XcNJ09fB0WCv17tQZN5x679R4M2/adh/lLt5gOwzLkRFf7kNReyxDWREXetX09b8PcmvSMJVGYqMHCEDiw/h/2QPgLNGrUENzd3S1MOhLHXBEgZfMHd65v377cpXDr4SMQ+jrsB2ehYYSAeSHQqk5t8HB1hefPHoPf1QvmxbyOuP327Rt3I8YzhqLCjRaUWzeuJIjUi33v370BN69fBgyyo06fP33ic0VHR6k3AdbhGtgnKQoLDYZBfdqC/8tnvP/7dxGAr5gYwcqJ5y0dHBxV1kd3WpxberHAT6IsSa0ltuGc4lhN40S5sE9KCPm+ce0ix1Jdbl2viXsT4P8crl46x7HT5GIsyhEVFcnFwEjMd275wcvnT1MiFu+raR9SOn9ye51ipix0ACrkeL4Yc2s2797fQqUksQgBVQTi4r7DrtULeeXAgQNVG+mKEDAiAhQP+QfBz5kzJzRv3hx2794Ny7Zsh/ED6R/aD0JJw8wIAWtbW+jbzhcmLFgEO1lo9dJlK5kR97phFZXHn7u35JNNnDYfNq5dAo8e3OXXdunSQc+fhkCnHv3h8P4dMHfmRPj48QNvc3B0gnETZkL1Wg0kRqZMGM5vikuVrQjzlgjRA8XGX4b0hBt+F6F2vaYw6Y8FYrXKJ1oyh/RtD4Gv/Hl93x4CX3jh26EnDBk5ARaxM5s7tqwBb588sH77Cd7vOntQMLR/J14W32zt7CBbthxQrFQ56Nl7GGRxcRWbEnxu2bQCli2YwesRgzr1m6n0Gcx4unfnBtjbp4c9R6+yCN4OKu2aLub89TtX5FAJRLKysoJ2nX6CvoPGcPdfXa65Z9dGWPj3FK7Qi7zk9MkNY8bPgKLFy4hVIO5PgULFoHrthrByyWzpgYK7Rzb43/QlULBwMal/UgVN+5CS+bXZ66TWl1Pbvp0b+fnkao1bg1s2TzmJTrLKGIH/WGqy10EBkDdvXqhXr56MkSDRTQ0BsmymYkcGDRrERy/evBW+ffmSiploKCFgPgj07dCW5+068+8RjW6b5iPJj3GqHBNs4rhBXNHMlNmFT4bWq8ULpsPwAV24ooKKpnhOMiryI0z6dRC8DgtRWvi7UllzUZPlEHtGsrkH9vaVFE3NozGGWcI1vkPCulhmCUWL9Z7tG6B9i2pw9tTRxKaElm26ACrPSOtXLVLpd4OdlUNFE6l5645aKZrY99aNqyAqmniN5U3rlsGfk3/BS52tefniGfhrylgVRRPnR2vlL0N6SA8HsI6hx98f3LsFS+dP52VRblT+Rg7uCiHMqq0NadoHbefXdq+14cPS+6D1efdOwYW21U+DLV1cko8QkBDYsWI+Lw8YMIA/rJMaqEAIGBkBUjZTsQE1a9aEggULQvDr17Dj2PFUzERDCQHzQSArs3j51q/HlZg9O4SbOvPhXrecojVs867TsO/YNVi4fBtkziIonajQlKtQDfYyq96R03eh94BRfOHY2FjYu1s357zTM9fYeewc5q+TZ0lC/b1wHWzde46/ev48TKpPqvDbpL857+MmzYQ27XvwmxR0+Z02aSRTjEM1DnVyygC+7XrwtieP78N5FqFYJFQQkaxZIvF2nXqL1cl+5slbEOYv2wxHz96DuYs3ghuzHCId2r+duSLfAl2tGad4MNisVUdYsmoXbN59Bpq17MDXwocDl8+f4mX1t+atO8HhU7fZnl6DIaMm8GZ0+z12lEUl1wElNb+u9loHbJr8FKdOHILwt2/AO38RKFmpmsnzSwyaHwJxXwTvC1Pi/PmDB3D93An+cK9bt26mxBrxQggAKZup+BLgeRDRL37e+o2pmImGEgLmhcCgLoIL5t5dm6SzgeYlgW64RUXNK4c3n6x4yXJQs05jaeK/5q1myqcrpLO3h05d+0oWviCW91IXhG6mntmyg6tLfBAIdxZ5E+vwhcqZNpQrTwFA3hs18YWhoybChP/N5cM+snOc6I6YGLXt1EuSad0qwc33xbMnkuJZr1FLcM0az1ti84j14ybOgpKlK/I5S5erDH/MWi42wYmje3hZF2tmdM4EY5k78y+//gFFipUCr+w5oefPw/n5PlzkHctPp04+ufPBqHHTAN2k7Zi7sW/7npIyjOc+U0vJza+rvU4tn+YwfseW1ZzNVr0GsT01B46JR3NDYMbwXjB1YHe4cvokc9c2De53rhSsml27dgFnZ2fTYIq4IAQUCJCymcqvAuYxcnJygnPX/ODW/QepnI2GEwLmgUDFEsWhZKGCPBDNiWO6seyYh+SqXFpbp1WpyOoar1yJ7rPYwYZZ+YoozgK+eaPZWqgykREvajdoJilST58m/puWIaMztG4nPEG/c+s6Dxi1eb1g1UT2O3ftlyop8uUvBHhWEsn/paDQ6WLNwkVLQeNmvnxedG3FwE6oLOPDQyRN7q7p0tnzNuU3d3fhLGA0c49OLel7/tTyZy7jH96/w8/9OjhlhHrM1ZuIENAHAiUq1YQjLGbBCN/a0LakFyyePAae3b+nj6W0mjPyQyTnBzujCy0RIWBqCJCymcodQUWzRw/BnWw+WTdTiSYNNxsE2I35kM6CdXPH5tUab9DNRhYdMmqrQSkRpxeD5GhSZsQ+pvIp5oQMCvRPkiV0kxUVpdkzfocjB3fx/tVq1gd0MU4tubi68SneRbyVptLVmv8ePwhtm1VhKWPaMFfdHdJ50e+gnYucrW06zpOmKLYSs6ko6Hv+VLBmskN3bFvDeWvIgmOld0z4gMBkGSfGzAqBinWbMH6Fh1OvQwJhEzun3716YehZqxRsXTIXwkNfG1SeQ8ya/5lFL8ejXUWKFDHo2rQYIaANAqRsaoNSMn369xci0a7ft5+5YKUs1H8yU1MzIWCyCLRv0hAyZcwIaE24d+e6yfJpyoxZWVlz9mJjPpsUm2FhQZwfD8/sSfLlnCkztGrblfd5/vSRFKm1c/fUWTXFRQMDXvCiV3ZvsQp0sebvYwbA+NH9eJClQcN/h71HtIuYKzFBBZNDAM/PHj8kuFu36DnQ5PgjhiwHgUwumaEoc/VXpyfs/+CC34dC6xKecPPiefVmvVxj8O5dK4RjDOKxLr0sRJMSAqlAgJTNVIAnDs2fPz8PM/2ZRXNcsV14si+20SchYKkI2Nmlgz6+rbl4mFqDKOUIOCoiuoYEC8qdOANaP6Mi34uXSX5a2wgKK3Z68zo0yb7aNGL+VHyAgJQ7d4Fkh3To0oefZRQ7lipTAQoVKSle/vDnf2dP8Oi4OEHu3PlV5knNmo8f3YWTx/bz+eaydDPt2NlTPFdrDqTrvTYHmbXlcd+ezRAbGwPlajWEHLlyaTuM+hECP4RApXrNEh036u8VULxCQmU00QGpaLh66hi8evYQvLy8oFmzxHlKxRI0lBBINQKkbKYaQmEC8YnSwo0s0qSpnBjXkWw0DSGQGAL9O7bnZ91OsJv38LeGdR1KjCdzqvfK6cPZRSVxNQtb/4EF5UEcp/w+DB4/uq+VKE5O8cEgdm5dCy9fPIWjh3bDhLED+Zna5Ca5cuE0T2GDEWhPHN3HLX44BlN8NG/TObnhgGlfKletI/Xr1P3Hcg7/d/4k3L55jcl9F7ZtXglofURyds4MTRTRYsVFUrOm35WL4jRgnz49L2PU3RimqCB9jfsG7yLCednU3lK716Ymj674QVfmXdvW8elas8BARISAvhGo3KC5xiXSOzhBfYW3h8YOOq4U053069ePxwbQ8fQ0HSGgEwRsdDILTQKNGjUCHx8feP78Oez59xQ0r1ObUCEELB6BHNmyQfOaNWD3yX9h97b10LPvMIuXWZcC1mFPx7es/wfevnkNyxfNhFVLZ/Nk9ClZI1ee/ODh6QXBLN/jqRMH+Usc33/IOLGY6CfmBcWXMmFwo2G/TAYX16zK1RrL0eys0JVLZ3lbvgKFoXzF6hr7JVeJ8sfHnxV6p01rC6NY1FiMIKtMqVmzOjtPumD2//g54749WkJRFrjpxrWLTMmM40us/mcOLJ7/B5w4/1B5SZMoJ7fXGUEVJ5Ng2gBMYE7YUJb31CNnLihfu6EBVqQl5I5Azrz5IJtPHgh8/kQFiuiojzBtYBcYO38tU/6Ec50qHXR44f/sGVxgD3rxd7J3b+3TTOmQBZqKENAKAbJsagVT8p3w5mzIkCG849QlLCKjhkTqyc9CPQgB80NgWA8hIilao6KiIs1PgBRybG0d/7OZJr7IZ8EUFUjiJ79QvIl1Vmmspeqsbh4we+EGHnUVo6GihQbThYz+fTqgOyqSOE4oC2PTKNYR26fPWQUFCxfHS05o+atVvyk4sFyc4rlQ5TFiP/xEy6FImBuzcNESLP/kbmjQuJVYrcJDGjWh9+zYCJgmBalTt37SGG0KeCYU+VRP02Jvnx7KsxyJqzcfhuq1GiSYKjVrujPFvO/gMVyRxnN+qCg3bOoLZctX5etEsuiy1Ws2APxNF7Gzskp40yjiqRx1OAGjShXiXOI4bBLrtJ0fvwtJ7bXScrIposu5mHqnbZ/hDFPZiE6CGhEBDF4tutLasd8r9xyClwqydIzln/5f3w6g73ycG+dOY6t9B0x34urqakQ0aGlCIGkE0rAf6u9Jd6FWbRGIjo4Gb29veP36NRxdsQzqVjGMz762/FE/QkAvCLCfkCodu8B5v+v8Jr5zChUOvfBkhpN+YMHFYmNjtbImJiZeBIvaGvPpE6BClRShgjWsf2feZeWGg5CN5ZqMCH8LmM7DJq1qOpek5vnyJRZ8m1bhZ0Vxjk07T6kopkmNVW/DBxXIQ1q2PirhYioS9X66WjOOWTLRZRkj3ooKfWhIEMujmY4HIVJf19Sutd1rU+Nb1/xcPH8KRg7uBs4uWWHrtQB2/tZW10vQfISARgT8zp+B8d1bwF9bjkKBEmXg71F9Ye+6pVLfqo1awcRlWyGtbfwDRqkxlYXggFfQsZwPj6L96NFDyJMnTypnpOGEgP4QoGeAOsQ2PTv/M2yY4EY4Ba2bRISAHBBgj3h/6/czl3TL+uUQ89m0IquayxZgDklt3FaTkidTpizJKpqaxqMF1IspiylRNHGeIwd2SUGJOnb5WVLaNK2RXJ3IgxtTeBNTNHW5JuY+RaVWVDRxblwbo92aA/3oXpuDbNryiM/K16yYx7u37zeKFE1tgaN+OkGgGPOGmL/3HBQqVYb9jgCMmLkEWiqdGT57cCeM69qMBXuL1sl6ypNsWjidecLEQYcO7UnRVAaGyiaJACmbOt4WTKjr7OwMZ65chfPX/HQ8O01HCJgmAg2qVoFShQoxy9Qb2Ld7s2kySVzpFIFvLOb+xrVL+JyZs7gwV9Q2Op1f02TGWFMTH1RnGgjc8LvIg0o5ZcwEzXv8WGAq05CEuDBHBPBMZq6ChSTW0bV26LR50LbvCKnu0smDMLBJJQh5FSjVpbbwJjQMDrCz/khjx45N7XQ0nhDQOwKkbOoY4gwZMsCgQUI0vKmLhRsxHS9B0xECpocAt2724XyhAoKujkSWjcDpk4fB/+UzLmTbTj+Bra2d3gU2xpp6F4oW+GEE1q5YyMe27j2URU8WIgv/8GQ0kBDQAQKocA6YNBO6Dhsvzfb03k34uX5puOd3VapLTWHL4pnwhUXPbtGiBRQpUiQ1U9FYQsAgCJCyqQeYMVAQutQeOnsert25q4cVaEpCwPQQaMkiMBfKkxvCQoPhMHMfIrJsBDasWcQFxBQpLVsL5z/1LbEx1tS3TDT/jyFw7851HtzJnrmAt+4tBOf7sZloFCGgWwRQ4fxp7GQYPWc1CzQmJH2IYOmtBjevCif3bE/VYu/D38Ge1cJv76+//pqquWgwIWAoBKwnMjLUYnJZBxXNiIgIuHDhArwJD4d2jSkUu1z2XtZysv+wmRwdYeex4/Di2WNo2aaLynk4WWNjYsJbW1mDo2MGKFm6ApQuVwkw+mtKCM/lvmPBfHB8s1YdAVOe6JuMsaa+ZaL5fxyBWX+O55Z135+HQZUGTX58IhpJCOgJgXwssnexijXg/OE9EBvzmZ+xPLVvG1hZ20LxClXZ2fSUL7xh7h9w7cxxqF+/Pvzyyy8pn4BGEAJGQICi0eoJ9ODgYPD29ubRJe8d2A0F8+TV00o0LSFgOgh8ZxE+8zRoDM9YpLwJU+dB3UQSX5sOx8QJIUAImBsCTx8/gG7t64OtnR1sufYKsmR1MTcRiF8ZIYD5MMd0aACvnj+WpK7O0i2Nnr0SHDM4SnXJFaI+RoFvSS+I/PAOzpw5A1WrCumakhtH7YSAsREgN1o97YCHhwf89NNPfPapS4WD3HpaiqYlBEwGgTQswufYPsL3fu3KBTwsu8kwR4wQAoSARSCwZtUCLkcTFgGZFE2L2FKLFiJHrlyw+PAVKFG5liTnaWbh7FW7ODy8eV2qS66we9UirmhWq1aNFM3kwKJ2k0KALJt63I6XL19C7ty5+Q3306MHwSdHDj2uRlMTAqaBQFxMLHjXrQ+BLGLetFnLoFqN+qbBGHFBCBACZo8ABqXq2KomWLMHW5uvvAS3bJ5mLxMJIA8EvsR+hXm/DZbOXKLUNmltYeCk2SxlSv8k3Wo/R8eAb+ns8J7lBj5y5AjUq1dPHqCRlBaBAFk29biNOXPmhK5duwLmAiPrph6BpqlNCgEbO1sY/VMvztPaFfP599+kGCRmCAFCwGwRWKcIjtKgbXdSNM12F+XJeFpbaxgxYyFM/GcbpHdw4iDEscjtc8YNgPE928DH9x8TBWbfhn+4olmmTBmoW7duov2ogRAwRQTIsqnnXXn06BEUKFCAJyl/cHAv5PXx0fOKND0hYHwEPn/+BDlr1oMwFiBryowlUKM2Bcky/q4QB4SAeSPw4tkT6NK2Dv9/uva/x4DuiUSEgDki8OrZc5jwUxt4fCc+H7t7Dh8Yv2gjFC1XQUWkqMho6FDOB969CYPdu3dD8+bNVdrpghAwdQTIsqnnHcqXLx/06tWLu9KOnTVHz6vR9ISAaSCQLp09TBjYjzOzdMF0iPvyxTQYIy4IAULAbBHA3xL0FGrSqTcpmma7i8Q4IuCVywcWHbwILXoOlAAJ8X8OA5pUgvnjRwC6zYq0ZdFMrmhWqMCifzdrJlbTJyFgNgiQZdMAWxUUFMTPbn5m6QIubNkAFUqUMMCqtAQhYFwEvjEFM3+jZvDE3x9GjpkKLXwNk4vRuFLT6oQAIaAPBG7duAL9e7UBO3t72HT5Bbi4ZdXHMjQnIWBwBE7t3Ql/Du0B0ZEfpLWz+eRheTpXsYcq+aF9eR+mfEZRBFoJHSqYGwJk2TTAjnl6esLw4cP5SqNmzAL2aNYAq9IShIBxEbBKmxb+HDGUM7Fi2WyIZv8siQgBQoAQSCkCaM1cNHcqH9au70hSNFMKIPU3aQRqNGsFq8/cgzJKwfQCnz+Bwc2rwjDf2lzRbNq0KUWgNeldJOaSQoCUzaTQ0WEbJt/NkiULnLvmB/v+PaXDmWkqQsB0EWhdvx6UK1YUIsLfwGYW4ICIECAECIGUInDm3yNw59Z1yJDZBToMHJ3S4dSfEDB5BNy9ssGsLYe5NdPBKaPE7/MHt3kZlU0iQsBcESBl00A7lzFjRhg/fjxfbfTMv+F7XJyBVqZlCAEjIpAmDfw1agRnYNOapVzpNCI3tDQhQAiYGQJx7H8lntVE6jFiIjg4OZiZBMQuIaAdAuzfJTTu2B3WnHsAFeo0URnUp08faNGiBTx9+lSlni4IAXNAgJRNA+5S3759wYdFo73/9Bms2LnLgCvTUoSA8RCoVq4sNKlRDT59ioZV/8w1HiO0MiFACJgdAvt3b/5/e2cBF9XShvHHRMUWUbFFRVGsa187r9fuxm695rW7u8XG7sTG7u7uFgPEAhSD+80MH1wQ9ArL7p7dfeb3W/fs2XNm3vc/h/U8Z2beFzK3pl0Ge1Rr1t7k7KfBJBBRArapUsK5+8Awp7m5ucHR0RH9+vXDhw8/TpMS5kTuIAEjE6DYNGAHWFlZYdSowHUng6fPUjffBmyeTZGA0QiM69VdpStw27ACT0TEPRYSIAES+C8C8gGVq1jvLUub/mMg8xSykIC5E5BhPeYM763c7NKli8rXHuTz58+fMXbsWDg4OGDp0qUq00HQd3wnAa0SoNg0cM/Ur18fv/32G557emLK4mUGbp3NkYBxCDhmyYrmNavj27dvmDdrgnGMYKskQAImRUCu8/Z+7QWH3AVQulpdk7KdxpJAZAkc370dl08dVnE+RowYgSVLluDkyZMoWLBgcJXPnz9Hs2bNULRoURw6dCh4PzdIQIsEKDYN3CvRo0fHuHGB60/GzF+I16+9DWwBmyMB4xAY2bULrGLHxoG923H96gXjGMFWSYAETIKADCq2cvEcZWuHIRMg/utkIQGzJ/D16z+YMyIwCNbAgQMh433IUqhQIZw4cUIJz5QpUwZzOHXqFEqVKoVy5crh+PHjwfu5QQJaIsCfbyP0RtmyZVGxYkX4+Ppi+OzA/0yNYAabJAGDErAT/0F2b9ZUtekybaxKzm5QA9gYCZCAyRBYvGC6WmpSqMyfyFespMnYTUNJQBcCu9YsxqPb15AhQwZ06NAhVFVysMLZ2Rm3b99Gnz59EFs8vA0q+/btw++//44//vgDUoCykICWCEQT+auY9NEIPXLp0iXkyZMHMWLEwJUtG5A9cxYjWMEmScCwBN5/eI8MZf/Am3fvMGKcC0qXq2xYA9gaCZCA5gncv3sLzRv+odajuR64gsw5cmreZhpIAroS+PDuA5oUzYI3ni+xYsUKNGrU6KdV3r9/HyNHjlRrN+USlZClcuXKGDZsmFq2FXI/t0nAGAQ4smkM6qLN3Llzo127dmoNW/uhIyGGeYxkCZslAcMRSJggIcZ076oanDZxGHx9fQzXOFsiARLQPAH5/HvimP5KaNZo0YlCU/M9RgOjisCCsQOU0CxWrBgaNGjwn9VmypQJrq6uuHHjBpo0aSKmmv97S799+3bkz58f5cuXx86dOxlI6D9p8gB9Evj3ytRnK6w7XAKjR4+GjY0NDp85i5VbtoV7DHeSgLkRaFevDgo45YSXeHq7mKlQzK176Q8J6ERg5/b1uHzxLBIlS47W/UbrVBdPJgFTIXDr8kVsdp0lBGMMuLi4hBKO/+VDlixZsGzZMly9elWJ1GgyYef/y969e/Hnn38iR44cmDt3Lvz8/IK+4jsJGIwAxabBUIdtKGnSpBg/frz6ovvY8ZBTDFlIwOwJiKnjs4cOVm6uWbEAcsocCwmQAAm8f/8OLlMDBWanoZORMHFCQiEBsycQEABM/ru9mOAWgG7dusLJySlSPmfPnh2rVq3ClStXUK9evVCC9ebNm5C53tOlS4cBAwbAw8MjUm3wJBKIDAGKzchQi8JzZOhquaj7lbc3BkyZEYU1syoS0C6B33LmQMdGDdTUnkli6hCXjmu3r2gZCRiKwPxZ4/H2jTdyFSqBivWaGKpZtkMCRiWwbfkC3LhwCnZ2dhg6dKjOtshRzDVr1uDu3bvo3r07EiRIEFzn69evIWfVyQBEMhWfu7u7Ws4VfAA3SEAPBBggSA9QI1rl5cuXkTdvXnXDfW7jGuR1zBHRKng8CZgcgXdiFCNzxcrw8n6DAcMnoVLlOibnAw0mARKIGgI3rl1GG+eqajRGBgXKlN0xaipmLSSgYQJvvLzRpEhmfHj3BqtXr1YCMKrNfScC8i1cuBDTp0/Ho0ePwlSfNm1albOzRYsWkOtAWUggqglwZDOqiUaivly5cqFr165KbHaQwYLknAoWEjBzAokSJsLk3r2Uly5TRkNOoWMhARKwPAIykuaksf2V43Xb9aDQtLxLwGI9njuitxKaMk+mnPqqjyJzdfbo0UONdK5btw5FixYN1cyTJ09UVFt7e3uULl1arf/k2s5QiPhBRwIc2dQRYFSd/v79e2TLlg3Pnz/H/BFD0bpe3aiqmvWQgHYJiMiTxRs74+i586hZtyl69hUPW1hIgAQsisDmdcsxUUynT54yNZYevw3r+PEsyn86a5kErpw+iU5ViiBmzFgiuM8VODg4GAyEnFG3aNEiJSzl1NrvS/z48VGlShXUqVMHlSpVQrx4/Jv8nhE//zoBis1fZ6X3I+UcexnuOol4CnV313YkTZpE722yARIwNoFrt+8gV/Vaav3mgmVbkc0xl7FNYvskQAIGIvDG2wsNa5aGj897DFuwHqWr1TZQy2yGBIxH4OvXf9CmXF7cu34J/fv3x6hRo4xizOfPn7F161aVQmXXrl3hpkiRQlMKTik8Zf7OkGtAjWI0GzU5ApxGq6Euk1Mo5FQKmfC+96TJGrKMppCA/gjkyJoFPZo1VQ1MHDOAwQr0h5o1k4DmCMyePkYJzfylKqJUVQpNzXUQDdILgY2uM5XQTJ8+vYoOq5dGfqHS2LFjo3bt2pB5OR8/fowxY8Yga9asoc6UU2o3bNiAhg0bInny5KhevTqWLFmCFy9ehDqOH0jgRwQ4svkjMkbaf+vWLeTMmRNfv37FsVXLUTRfXiNZwmZJwHAEfH18kbVSZXi88kSPfiNRq06g+DScBWyJBEjA0AQunj+Fzm3qIWasWFh85CbSMTiJobuA7RmBgOeLl2haJAv8fD/Azc0N1apVM4IVP25SRoeX02zXr1+vXjJtyo+KjDlSsWJFVKhQAcWKFUOcOHF+dCj3WzABik0Ndv7AgQPVlAqHjBlwyW0DrKz4x6vBbqJJUUxgwy531OnaQ6wNscbSNbuR0i5NFLfA6kiABLRC4NPHj2je8A88ffIQzt0HoXW/4VoxjXaQgN4ICB2HPo2r4uTebWpNpJzCqvVy/fp1JTrl6KYUoT8qcePGRcmSJYPFp8z7GS1atB8dzv0WRIBiU4Od/enTJ/z222+Qf+Ddmztjcr8+GrSSJpFAFBMQ/wvX7twVG/fuQ74CRTDVZWWopNRR3BqrIwESMCKBqROGYv3qRcjgkBML9l5AbKuYRrSGTZOAYQhsX7kE47o1R0IRjf3atatIk8a0Hqrevn0bGzduxM6dO3H8+HE1C+9H5JIlS4YiRYqoXPIyAm6BAgUgBSmL5RGg2NRon589exaFChVSi7WPrFiKYvl/06ilNIsEoo6Al/drZPuzGl6/eYvuvYejdv1mUVc5ayIBEtAEgfNnT+Cvdg3Uw6S57mfhkJvLRTTRMTRCrwRePvNA8+LZ4SuCYck1j87OznptT9+Vf/jwAQcOHMDu3bvh7u6uUqv8rM2YMWMiX758weJT3uNKsc3Rz59RM4/vKDY13I+DBg1SuY8ypU2DK1s2qumFGjaXppFAlBDYsGu3mE7bHVZi7ceSVe5Iky5DlNTLSkiABIxPwNfXB83qV8CL58/QrOdQtOozxPhG0QIS0DMBOX22Z72KOHtot1qjuXnzZrMTWffv3w8WnocPH4a3t/d/Uk2SJAly584d6pUjRw6xfMzqP881xgFyxuE7EcQzqMjRWxlQ6aNYFnDlyhU1zVhG65VrWeU04p8VX19fyDgt8iWFu6xHpr9JlSpVqNNevXqFe/fuhdonRXtIRjdu3MDbt2/VMbIeaVdQefjwoUqrGPQ5llgjnz9//qCPBnmn2DQI5sg1IkNSFyxYEJcuXULHRg0wa8igyFXEs0jAxAg07N4Lq3fsRK48+TFj3lrEiBHDxDyguSRAAuERmDC6P9w2rEDmnHkxd9cZxIrNv+3wOHGfeRHYvHgeJvduJ1LaJRXTZ68hZcqU5uXgd94EBARATrmVU22PHTum3n8WaCjk6fL/e5l3Pk+ePHB0dESWLFmQOXNm9TJ22hV5T37mzJlgc2VKmLZt26Jly5Z48+ZN8H650axZM7i4uITJUerp6Yk+ffpg8eLFkMGYvi/S51mzZqFUqVLqKxkpWOY8DVlWrVqlUiXKff7+/rCzswsW9126dMH06dODD5dTmE+cOBH8WYr7ixcvBn82xAbFpiEo69CGFJryCYSMTrtv8UKUKVJYh9p4KgmYBoE3b9/AsXINvPDyQqduA9GwaRvTMJxWkgAJ/JDAqROH0LOzM2KI6XQL9l6EvWOOHx7LL0jAXAh4PHyE5qVy4JOfL1avXo369eubi2sR8uP169dK9EgBKl9S8IQcJfyVyqRIl8JTCtAgEZpJRLFOnTo1bG1t9R7n4Xux+V82Dx8+HHKWYlC5cOECypYtG0aYBn0f8j0o/6oU7hkzZlSpaYK+//PPP1W6GvlZXlMyLU1QkaPFHh4eKjLwgwcPIPmELDNnzkSnTp1C7tL7NsWm3hHr3sDIkSPVxZpODK1f27oZ8RPE171S1kACGiewbf9BVO3QCbFixcbiVbuQPqO9xi2meSRAAj8i8OHDezjXKw/PVy/Qpv8YNO3W90eHcj8JmA0BoRPQrWZpXDxxEHXr1sXatWvNxjddHZGjeo8ePVKz9+TAihSf8l1Ox41MkWtC5RRUKTzDe9nY2EAKMTm6HNlARREVm7I9KbLlulQ5W1EOHsnptr9S5DlyOrJMKROkA4LOk74+e/ZMCezy5ctj7969QV+p9xUrVqBRo0Yqb6oUrUFF+i2FaOLEiYN2GeSdYtMgmHVrRI5qyoheMmhQqzq1sGDUCN0q5NkkYCIEmvfpjyWb3ZA9R27Mdt0I+QPLQgIkYHoERg3rhZ1b1iF73kKYtf2E+FtmSgTT60VaHFEC6+bPxIwBXZQokNNnpeBh+TmB9+/fK0EmheedO3eCX1KEyvvhqCgyH6gUnSFfUhjKqa8yfcuPSnhiM3369GraqpxGK0cxnzx5Eur058+fq2nTrq6uaNWqVajv5NrO5cuXq+/Hjx+PiRMnhvq+ePHiSnDKOtKlSxfK/2nTpqn1v3Lk8vvpuKVLl8b+/fvh5OSEq1evBtcpg1LJ4FSGLhSbhiYeyfbkouS8efOqJyM75s1GpZIlIlkTTyMB0yHwXoyGOFaujmcvX6Fdlz5o2ryj6RhPS0mABBSBY4f3ok/3VmJ9Zmws3H8FGUQACxYSMHcCT0RQl5alneD/6SM2bdqEGjVqmLvLevVPCk05Enr37t1gASrFqBR3cpTv+zWTkTFGCsIWLVr88NTvxWaiRIlw/vz54KmqUjDK9Zghy+nTp1Xal86dO6u1mCG/W7lyZfAU2C9fvijx6+PjE3xI/PjxIcW3HOWsXbu2SjsT9KUcJZXTaeVU3e+LPF6mqKlZs2aor44cOaJGSkPtNMAHik0DQI6qJiZMmIDevXvDzjY5rm93QyKRp4mFBMydwO6jx1CxVVsxEhILriu2I1NmB3N3mf6RgNkQeP/uLZrULQvv117oOHQyGnTsbja+0RES+BGBb9+AzlV/x7Wzx9GkSRMsW7bsR4dyfxQR8PPzU1NEpfD8/iVHBmV03KCXFHbhFRkluHr16uF9pfZ9LzZlgKAdO3YEHy+3K1euHPxZbsipsHKEUo42Hjx4MNR3MlhQyNHuihUrqoi+IQ96+vSpmha8Z88eVKhQIeRXarbXj0Z75UywkN/J6Lhy4MoYhXPSjEE9km326NFDPR2TUaXaDhqGNVMnQTzuiGRtPI0ETINAhWK/o229upi3dh2GDfwL8xa7qbQopmE9rSQByyUgp3aNH9VPCU2ngsVQtx2FpuVeDZbl+YrpY5TQlGsIQ0YGtSwKhvU2Xrx4wVFrf9ay/F2SaUek8JSjoUECVL7LGYS6lJDpSL6vR07Z/b7IdCUhxaYUzCFL9OjRYW1trXaVK1cO9vb2odKghBST3bt3x5o1a5TglieE/E5+bt26tXwzSolulFbZaKQIyHDQcq61vPDW7nLH3NVcaB4pkDzJ5AhM7vM3Mov1Cvfu3MT0KWGnjJicQzSYBCyAwMa1S3Fw3w7Es46PftOXihRGFuA0XbR4AheOH8HCsQMVh0WLFqmgNBYPRUMA5BRTOT1VroGUaUDkiKOcotqmTRu1T1+mligRdvnbrl27gpuT02VPnjwZ/FluyDWdQcF8pN0yzUp4RX4nI8z+SFDGFksY5HpNYxWKTWORj2S7MtTz/Pnz1dl/jR6DyzduRrImnkYCpkPAOr411k+bLCLTxoLb+hXY677FdIynpSRggQRu3biKGZNHKM//nuKKNJkyWiAFumxpBN54eWNEuwYiYEsA+vbtCzktkoUEJIHwxObgwYMxZ84crFu3Tq3p/X408vtz5HpSKRy/LzIirRz1lII5vLzkcu1myBHU78/X92eKTX0T1kP9Mp+OvKA+f/6COl17wNfHVw+tsEoS0BaB3I7ZMbVfb2XU+JF98fTxQ20ZSGtIgAQUAV+fDxjct4OYxvUF1Zp1QNkadUmGBMyegExzMrJTY3i99MDvv/+OESMCH7aYveN08JcIyFHU7wP2yGm8HTp0QL169XDgwIFQ9cicovK7kCV58uSoVatWyF1qu3379uo9TZo0qFKlSpjvpWYwZqHYNCZ9HdqWIY9lSOM7IjJXm8FDIR6j6VAbTyUB0yDQsVFD1P2jPPxEcuxB4mbW39/fNAynlSRgIQTkeqhx4mHQs6ePYZ8jD7qMmGYhntNNSyewcvo4nDmwS0QUTYbVq1er4C2WzoT+/0tArr+UeVYbN278784fbKVNm1YFFsqWLVuYI4KEZdAXMqdo1apVgz6GEahyxLNMmTLB3xtjg2LTGNSjoE2ZmFVetHJB9KrtO7Bg3fooqJVVkIDGCYh1CQtFntlMadPgzq3rmDV1pMYNpnkkYFkE5DT3/Xu2Ia6ILTB8wXoRzCuWZQGgtxZJ4NLJY1gwdoDyfdmypZAjTCzmR+D7Kar/9VkSCHmMjBC7dOlSyOwSjo6OYQDJ9Zly3eXRo0chl82FV2Qe0JAiVB4fMge5jFgrc28GFZnbU67pNGZh6hNj0o+CtmUy2KZNm8JKzOE+u34NcjpkjYJaWQUJaJvAuavXULh+IxVtbcQ4F5QuFzrUuLatp3UkYJ4EbosHQO2aVceXL58xeM5qlKtV3zwdpVckEILA29dv0Erk0/R88Uylpxs3blyIb7lJAj8mIIMCeXh44NOnT5DTZm1tbSFHQM2tUGyaQY/KpxoLFy5E1gwZcH7DWshgKiwkYO4EZi5bgS4jR6tIl64rdiBN2vTm7jL9IwHNEvD19UGrxpXx9MlDVG3SFn9PnqtZW2kYCUQVAblOs0+jyji1fweKFi2KgwcPqkB2UVU/6yEBcyBgfvLZHHolgj7IHE45c+bE7YcP0W7YMK7fjCA/Hm6aBDo3aYTa5cvBT9zkymAknz9z/aZp9iStNnUCcp3mBJFPUwrNTNlzocuoGabuEu0ngV8isGrmBCU0kyRJqtZpyojpLCRAAqEJUGyG5mGSn+S6Tbl+U67jXLFlOxat32iSftBoEogQAbEGwXXMCGRIbYfbN6/BZdroCJ3Og0mABKKGwJbNq1Q6ojji/6JhYp1mnLhhQ/NHTUushQS0Q+DyqROYP7qfMmjp0iWQQV1YSIAEwhKg2AzLxCT3ZM+eXeXqkcZ3GD4S569dN0k/aDQJRIRAwgQJsW7aFLU4fv3qxdi3i/k3I8KPx5KArgRuXLuMaeOHqmp6TpiP9D8IaqFrOzyfBLREwPulJ4a1qYuAgG/o1atXuOkmtGQvbSEBYxKg2DQm/Shu29nZGTLqlP/nz6jesTNeeXlGcQusjgS0RyC/U05M6RuYf3PUsJ6QN78sJEAC+ifg5fkK/Xq2VlPY5TrNinUb6b9RtkACRibg/+kL+jevrgICyXyao0dzVo2Ru4TNa5wAAwRpvIMiap7MOyjz6Rw/fhyF8+TGoWWLEDu2VUSr4fEkYFoExJqx1gMHY6GYQm6TPAUWLNsm3m1NywdaSwImRMBfRE/s3LaeeLhzCbkKFceUDQcQK3YME/KAppJAxAnIlOajuzSH+9rAabNnzpxBihQpIl4RzyABCyLAkU0z62wrKyts3LhRrR04efES2gwcyoBBZtbHdCccAmL95twhg1Dst3zw8nypRlvkzTALCZBA1BOQAYHGjeyjhKZt6nQY7rqJQjPqMbNGDRJY4zJZCc24ceNhy5YtFJoa7COapD0CFJva6xOdLZJP2eSPoAwYtNRtCya5Lta5TlZAAlonEEPkmt00cyrSpUqlboLlzbC8KWYhARKIWgIrF8/G7p2bIQMCjRWzCJImTxa1DbA2EtAggRN7dsJlWC9l2bJlS5EnTx4NWkmTSEB7BCg2tdcnUWKR/BFctmyZqqvX+InYeehwlNTLSkhAywRskibDtjmzEE88aJE3w/KmmIUESCDqCBw9tAezZwYmrR84ayUy53SKuspZEwlolMDDWzcxrG19Yd0/GCZSzNWuXVujltIsEtAeAYpN7fVJlFkkfwyHDh2q6qvfoxdu3bsXZXWzIhLQKgGnbA5YMWGsMk/eFMubYxYSIAHdCdy/ewvDBvylKmrVdxRKVK6ue6WsgQQ0TuCd91v0bVpF5HT+gLp162LQoEEat5jmkYC2CDBAkLb6I8qtCQgIQIMGDbBu3TrYp0uLM+tWIUniJFHeDiskAa0RGOUyBwOnzRDTyeNh7uLNyJTZQWsm0h4SMBkCb994o41zVTz3eIoy1RtgyLxVEEulWUjArAl8/RKAnvUr4MLRfcibNy+OHj0KmduchQRI4NcJcGTz11mZ5JHRo0fH4sWL1Y/kvcdPULdrTwR8+WKSvtBoEogIgQEd2qF+pT/w8aMf+nRvCXmzzEICJBBxAl/F/xmD+rRXQtMhV370nbaYQjPiGHmGCRKYPqirEpoyFoabmxuFpgn2IU02PgGKTeP3gd4tkE/h5I+k/LHcd/IU/hoduN5G7w2zARIwJgEx7LJ47Ej8liOHukke2LsDvnz5bEyL2DYJmBwBGWRrysQhuHDuFJLYpsSopVtEYCCm0zK5jqTBESbgtmQ+NrvORKxYIvjcpk0qyn+EK+EJJEACoNi0kIsgbdq06scyVqxYmLVyFSYzQq2F9LxluxknTlxscZmOlDY2uHj+JMaM6AM5tZyFBEjg1wisWDoHbutXiNQmsTF6sRts7VL92ok8igRMmICMPDulTwflwfz581CkSBET9oamk4BxCVBsGpe/QVuXP5ZySq0sPcdNwPLNbmqb/5CAOROwS5kSW0WE2rhx4mD39o1wmTbanN2lbyQQZQS2b1mHOdMDg231m74UOfIXjLK6WREJaJXAldMnMbhVbfFg8hv69euHZs2aadVU2kUCJkEghohWOtQkLKWRUULAyckJiRIlgru7O9z2H0BBp5zIkiF9lNTNSkhAqwTsUtiigLjWV23fgSuXzqr8gE6582vVXNpFAkYncOzwXhV5Vk6j7TxyOqo2aWl0m2gACeibgExx0qNOGRV5tmXLlpg2bZpYn8xIWPrmzvrNmwDFpnn3b7jeyRHOT58+qahqG/fsQ7kihZFGjP6wkIA5E7BPlw5ZxHTyDXv24szJI0iVJi2yZHU0Z5fpGwlEioB8INNbBNX6+vUrGnftj2bd+0WqHp5EAqZE4OUzD/xVowTeer1CtWrVVK7yGDFimJILtJUENEmAqU802S36N0o+rZZP7eS02iRipPPEqmVwsLfXf8NsgQSMTGDqoiXoPnY8ZKTmsZMXoGjxska2iM2TgHYI3L93G53EFMIPH97jz4at0GfqAkae1U730BI9EZC5NDtX/R2P7lxHsWLFsHv3bpE2K66eWmO1JGBZBCg2Lau/Q3krn1rXrFkT27ZtEyObKXByzQqkTsngD6Eg8YNZEug3cTLGzl8IKysrTJ29Ck65fzNLP+kUCUSEwIvnz9C+RU14eb7E7xWrY8SiTYgZk1MII8KQx5oegY++n9BdTJ29fu4EcubMicOHDyNJEuYjN72epMVaJUCxqdWeMZBdfn5+KF++PI4fPw7HzPY4tnIpEidKbKDW2QwJGImAGNlv0W8AFm9yQ4IECeHiuhEZM2UxkjFslgSMT+Dd2zfo0KoWHj+8j1yFimPi2r2IEze28Q2jBSSgRwJfvwSgv3M1nNy3HenTp8exY8eQOnVqPbbIqknA8ghQbFpen4fx2NvbG8WLF8f169dRJE8e7F+yADJlBAsJmDOBf8TIfvXOf2HrgUNILvIHzhGjOClS2pmzy/SNBMIl8PGjH7q2b4jrVy8iYzYnzNhyFAkTJwz3WO4kAXMhILNgjfmrOdzXLkHSpMnEQ/djcHBwMBf36AcJaIYAU59opiuMZ0jSpElVdFqZi/PExYuo81d3BHz5YjyD2DIJGIBAtJgxsXbqJBTNmweer16gR+cmkKM7LCRgSQS+it/6Qb07KKGZIk16TFizm0LTki4AC/Z19vDeSmjGi2eNnTt3UGha8LVA1/VLgGJTv3xNpvY0adIowSmF5/ZDR9C0X3/g2zeTsZ+GkkBkCMgR/O1zZyFH5sx49OAeev3VDD4iMAoLCVgCAbluf+SQHjh5/CASJEmGSWLqrG0qRia3hL63dB+XTx2HNS4TECNGTGzcuAEFCzKHrKVfE/RffwQoNvXH1uRqzp49O3bs2IF48eJh5dYdaNJXhLun4DS5fqTBESMg1yjvXjgX6e3scOPaJfTs0pSCM2IIebQJEvgmfttHCaG5130L4lpbY8KqXUgnHrqwkIC5E1g+bTzmje4r3IyGJUsWo2LFiubuMv0jAaMSoNg0Kn7tNV6oUCE1wikF54ot2yk4tddFtEgPBOxEntnDyxcrwXntykUKTj0wZpXaISCF5sjB3bFnl1ug0Fy9B4758mvHQFpCAnoioITmqD6i9mhYtMgVjRs31lNLrJYESCCIAMVmEAm+BxOQOabc3d3VCCcFZzAWbpg5gXQiAiEFp5l3Mt0Tk1XCCs1chYqQDAmYPYHvhWbz5s3N3mc6SAJaIECxqYVe0KANFJwa7BSapHcCFJx6R8wGjEjge6E5ftVukeaEQtOIXcKmDUQgpNB0dV0ICk0DgWczJCAIUGzyMvghAQrOH6LhF2ZMgILTjDvXgl0LT2jmLlzUgonQdUsh8L3QbNGihaW4Tj9JQBMEKDY10Q3aNYKCU7t9Q8v0R4CCU39sWbPhCVBoGp45W9QGAQpNbfQDrbBsAhSblt3/v+Q9BecvYeJBZkaAgtPMOtRC3aHQtNCOp9ug0ORFQALaIECxqY1+0LwVFJya7yIaqAcCFJx6gMoqDUaAQtNgqNmQxghQaGqsQ2iORROI9o8oFk2AzkeIwNGjR1VOKj8/P9T7oyJWjB+LmFaxI1QHDyYBUyPw+NkzlGjSHI88PJDN0QkTpi9BkiTJTM0N2mtBBD5/9seIQd1xYO92ld5EBgPiGk0LugAs1FV5R+s6fhiWTBoqCESDqwgGxDWaFnox0G3NEKDY1ExXmI4hUnBWqlQJPj4+KFekMDbPnA7r+Nam4wAtJYFIEJCCs5RzCzx4+gxp02XElFnLkdIuTSRq4ikkoF8Cvj4f0K9XG5w/cwLx4ifAuJW7KDT1i5y1a4CAyOqDyX06YOvSOYgWLboSmow6q4GOoQkWT4Bi0+IvgcgBuHDhghKcL1++RD5HR7gvnAObpBzpiRxNnmUqBF56vkKFVu1w+dZt2CS3xaQZy2CfJZupmE87LYCA92tP9OzijDu3riNJ8hSYuHo3sjjlsgDP6aIlE/D/9AUjOjTE4e0bEDu2FdasWY0aNWpYMhL6TgKaIUCxqZmuMD1D7t27hwoVKuD+/fvInC4d9i6aj/RpONJjej1JiyNC4P2H96jaoQsOnzmL+HLUaKorcuctGJEqeCwJ6IXAs6eP0aNTY8h3uwz2mLx2n3hPr5e2WCkJaIWAz3sfDHCuhgvHDyBhwkTYunULSpQooRXzaAcJWDwBBgiy+Esg8gDs7e1x/Phx5MmTB3cfP0bh+o1x5eatyFfIM0nABAgkTJAQe1znoWbZMmIq+Qd079gYRw7uNgHLaaI5E7gtRjLbt6iphGaWnPkwa9tJCk1z7nD6pgh4vXyFLtWLK6GZKlUqHDlymEKT1wYJaIwAxabGOsTUzEmRIgUOHTqE0qVL44WXF35v3BSHT58xNTdoLwlEiICcprVh+hS0qVsHnz9/xoC/22Hb5jURqoMHk0BUETh/9gQ6t66DN95eyFusLKa7HUYyW5uoqp71kIAmCTy9/wAdKxfGvWsXkSVLFvXwO1cuThnXZGfRKIsmEGOoKBZNgM7rTMDKygr169fHzZs3cfHSJazcvh1OWTIjm30mnetmBSSgVQLRokdH1dKlECCiUhwSU2qPHt6DWOJvIVfu/CI4RTStmk27zIzAgb070L9nW/j7f0KpavUw0nUT4saLY2Ze0h0SCE3g1uWL6FarFLyeP0P+/Pmxf/9+pE6dOvRB/EQCJKAJAhSbmugG0zciZsyYqF27Nl69eoVTp05j7U53pLZNjnw5cpi+c/SABH5EQIjK0oULwSZxYuw8fATnTh+Dr897FChcgoLzR8y4P8oIbF6/HKOG9EBAQABqtOiEPlMXIVYsTliKMsCsSJMEzh05iL/rV8CHd29Qrlw57NixQ6SiSqJJW2kUCZAAQLHJqyDKCEQXIz2VK1dW9R08eBBbDxxEDHEzXrJAfpHuiiM9UQaaFWmOQMHcuZBDjORv2rcfVy6dw5PHD1BETGeUD2FYSCCqCcj02K7zp8Jl6mhVdcveI9B+8FiIn2AWEjBrAvs2r8OglrXg/+kjGjRogHXr1iFevHhm7TOdIwFTJ8BotKbegxq138XFBZ06dVLWNaz8JxaNGQErK07t0mh30awoIrDv+AlU7/QXfP38kMMpD0ZPXIBkNsmjqHZWQwLAp48fMXrE39jvvlXh6DF+Lmo0b0s0JGDWBMTgPRZNGIYlk4YqP7t06YKpU6eKByx8wmLWHU/nzIIAxaZZdKM2nXBzc0OjRo3gJ2688+fMgS0uM5BKBBRiIQFzJnD5xk1Uad8JT168QHLblBg3xRVZs3E6uTn3uaF883z1An17tMKtG1cR19oag2avRrE/qhiqebZDAkYh8NH3E0Z3aYpD29aLSVLRMXHiBHTv3p1LFYzSG2yUBCL49NdEAAApiklEQVROgGIz4sx4RgQIXLlyBdWqVcPDhw+RKnlyuAnBWSCXUwRq4KEkYHoEPF97oXrHrjhx8aIY0bfCgGGTUaY8RYHp9aR2LL525Tz6iUBA3q89kTJdRoxdtg2Zsjtqx0BaQgJ6IPDi6TP0d66Ku1cvIIFIO7VmzWpUqlRJDy2xShIgAX0R4PwDfZFlvYqAk5MTTp8+jeLFi+O5pyeKidQoq7duJx0SMGsCyZPZ4PDSRWhes7qIEuqPwX07wXXOFBXIxawdp3N6IeC+YxM6t6mvhGaeIqUwz/0chaZeSLNSLRG4fOoE2lbIp4Rm5syZRfDBkxSaWuog2kICv0iAAYJ+ERQPizwBazHdq3Hjxnj58iXOnDmDDbv34MvnLyhbuCADB0UeK8/UOIHoMWOgRtkySBTfGruPncCFcyfx4P5tETiojIgYGkvj1tM8LRCQUWbnzhyHmVNGigcV31DVuT2GzF0N6wQMiKKF/qEN+iOwfeUSDGlVC34+H1TEWXd3d6RLl05/DbJmEiABvRHgNFq9oWXF3xOQERRnzpyJbt26BYbqL1MayyeMg7W4GWchAXMmsEukRanXrSc++PoiS9bsGDN5IVKmYk44c+5zXX3z9fXB8IFdcezwXhUEpeuomajRsgMDe+sKludrmoBIW4zZw3ph7ZxJyk4ZCGjy5MmM7K3pXqNxJPBzAhSbP+fDb/VAYM+ePahXrx7evn2LnFmyYNucmUifJo0eWmKVJKAdArfu3ROBgzrj7uPHIidcMoyeNA9OuUVaIBYS+I7As6eP0bd7SzESfgcJEiXBsIUbkL9E6e+O4kcSMC8CPu99MLRtPZzevxMxYsSEi8sstG3LSMvm1cv0xhIJUGxaYq9rwOfbt2+rwEG3bt1CsiSJsX7aFJQqJKbVspCAGRN4++4t6nbtib0nToon9bHQs/9IVK3ewIw9pmsRJXDu9DEM6tsR78W1ki5zdoxdvh1pMmWMaDU8ngRMisDju3dFIKBqeHz3BpImTYaNGzegZMmSJuUDjSUBEgifAMVm+Fy41wAE5MimTMos12JEixYNw7t0wsD24ilmjBgGaJ1NkIBxCAR8+YKuY8Zj5oqVyoA/KtdGz34jETcu1+EZp0e00eo3MX9wiesMLJo7FXLJQaEyf2LIvDWInzC+NgykFSSgJwK716/CxF5t8MnPFzlz5sSWLVuQMSMfsOgJN6slAYMToNg0OHI2GJLA169fMWTIEIwePVrtLl+0CFZMHAsZzZOFBMyZwNKNm9Fu6HB8EtFq02e0x4ixs5Eps4M5u0zffkDgtZcnhg3sgvNnTqgjnLsPQovew/nc7Qe8uNs8CHzy88e0/p2xfeUC5ZB8+Dxv3jyR4iSBeThIL0iABBQBik1eCJogIEc3mzRpAi8vL6S0scGqyRM4rVYTPUMj9Engxt07qP1XD9y4d1/l4+zeewQqV6/HZOX6hK6xus+eOiqEZle88fZCYhtbDJq9CgVKltGYlTSHBKKWwEOxlGZI6zp4cPMKYse2EsEDZ6B169b87YtazKyNBDRBgGJTE91AIySBZ8+eoVGjRjh8+LD6D2dopw4Y3LE9p9Xy8jBrAh8/+qHD0JFYstlN+Vnxz5piWu0oxIvHKM3m3PFy2uziedOwaME05WbeoqUxSKQ1sUlha85u0zcSwK41yzGpdzv4i9++rFmzYu3atcidOzfJkAAJmCkBik0z7VhTdUtOqx02bBhGjhypXChbuBBWThoHW5vkpuoS7SaBXyIQclptugyZ1LRa+yzZfulcHmRaBLw8X2HYgM4i9+opZXiznkPRvNcQTps1rW6ktREkIKfNTu3XETtWuaoz5cPlOXPmcNpsBDnycBIwNQIUm6bWYxZi7+7du9W0Wk9PT6RIlkwIzvEoU6SwhXhPNy2VgJxWW0dEq71+956YWhYb3fuOQJVq9Tm1zIwuiNMnD4v8md3w9s1rJEmeQk2bZVoTM+pguhIugYe3bmJw67p4eOuqWDIQR02bbdWqFX/bwqXFnSRgXgQoNs2rP83KGw8PDzRu3BgHDx5Ufg0R02rl1Fo+/jerbqYz3xGQ02o7DR+FRSKAkCwVKtVQ02qtrRmV9DtUJvVRztpwnT8VSxfMUHbnLVYWQ8T6zKQpOGvDpDqSxkaYwM7VyzC5T3s1bdbBwUFNm82VK1eE6+EJJEACpkmAYtM0+81irJbrmoYPH65e0uliv+XD0rGjkDFdOothQEctk8BysYaz7ZDh+PjpE1KnTY+BwybDKXd+y4Rh4l4/ffwQo4b2wJVL55QnLf4eDuceg/jczMT7leb/nMC7N+8wrV8n7N24Qh0ogwDOnj0b8ePzwdnPyfFbEjAvAhSb5tWfZuvN3r171bTaly9fIm6cOCK4QC90aFgfiB7dbH2mYyRw69491O3WE1du31HTzRo2bYtW7XuqyLWko30CAQEB2Lh2KWbPGAN/8dAgiW1KDBajmb8VL6V942khCehA4MSenRjfvRVev3qOOHHiYtasmWjRogWnzerAlKeSgKkSoNg01Z6zQLtlWpTOnTtjzZo1yvtyYg2n6+jhSGuX2gJp0GVLIfDV/zMGzZiJcQtc8c8//yBDxswYMGwKsufgNDQtXwPPPZ5izPBewbkzy9ZshG5jZiFR0sRaNpu2kYBOBHze+2DmoK7BQYCKFi2KxYsXI0uWLDrVy5NJgARMlwDFpun2ncVavm7dOnTo0AGvX79GfGtrTO/XBy3q1IJ4ZGqxTOi4+RM4dfESnPv0x+2HD8WAfnQ0adkJLVr/hVixYpu/8ybkoXwgsNVtNWZMFFOgxfrbhElt0GvCPJSqWtOEvKCpJBBxAqcP7sO4bi3g6fFE5c4cPXoUunXrJqaLx4h4ZTyDBEjAbAhQbJpNV1qWI3I6bfv27bF5c2AQlcoli2PByOFIacscdZZ1JViWt58+fUS/ydMwdcky5XjmLNkxYPgkZMmaw7JAaNRbz1cvMG5EH5w8flBZWKJybfQYPxdJkyfTqMU0iwR0J+Dn8xEuw3piy5LZqrICBQpgyZIlyJ49u+6VswYSIAGTJ0CxafJdaLkOyBGEFStWoEuXLnj79i0SJUgAl0ED0KhaFY5yWu5lYRGeHzlzFs369seDp88QI2ZMtGzdFY1bdERMsc1ieALyt8h9+0ZMnTAUPj7vkSBREnQb64JytRpwwoXhu4MtGpDAheNHMOavZnjx+IH4/Ykl8mQPRe/evflbZMA+YFMkoHUCFJta7yHa958Enj17hjZt2mDnzp3q2Jply2DuiCFInszmP8/lASRgqgT8/HzRa/wkzF4VuIY5m6OTWsuZMRPXRhmyT197eWLi6P44cmi3arZwuSr4e/ICJE+ZwpBmsC0SMCiBT37+mD+qL9aJdD6y5MmTR41mMqWJQbuBjZGASRCg2DSJbqKR/0VAjiy4urqq9SE+Pj5ImjgxpvT5G841qjFi7X/B4/cmTWDf8RNo0W8gnrx4odZvOrfujMbO7dWaKZN2TOPGy0izO7asg8v00Xj/7i3iiTyoXUbNxJ8Nm3E0U+N9R/N0IyDXZk7t0wFPH9wR68djYMCA/hg4cKD4zeH6cd3I8mwSME8CFJvm2a8W69WjR4/QqlUr7Nu3TzGQeTnnDB2MHFk52mOxF4UFOP7B5wO6jR4H1w2blLdp0mZA9z7DUahISQvw3vAu3rl9DZPGDMTVy+dV47+VKI8+UxchZRpGxjZ8b7BFQxF49fwFZg3qhgNbAmdTODo6qtHM/PmZ/9dQfcB2SMAUCVBsmmKv0eafEpCjnMuXL0evXr3w6tUrFbmzq3MTjOjSGdbxrX96Lr8kAVMmcPDUaXQYOhw37z9QbpQuVxldegyCbYpUpuyWZmz3FaJ+4dzJWL96MeTIZpLkKdBJpKEpX7shRzM100s0JKoJfP0SgA0LpsN1/CB89PVReTOHDBmMHj16cDQzqmGzPhIwQwIUm2bYqXQpkMCbN2/U1B4XFxe1w842Oab174s6f1RkACFeJGZL4Nvnz5i4aAmGzpqNT/7+iBs3Hlq264G6DZojZqxYZuu3Ph2TD7D2u2/F9CnDIddoRhNplmq07IzWfUeJYEAJ9Nk06yYBoxK4dPK4WJLSAfdvXFZ2VK9eHVOnTkWGDBmMahcbJwESMB0CFJum01e0NJIEzp49i44dO+LMmTOqhgq/F8Wswf2ROUPGSNbI00hA+wSeeDxD15FjsWnffmVsRvus6Nl3JPLkK6R94zVk4aOH9zB53ECcO31cWZU9byH0mDAHDrnyaMhKmkICUUvA2/O1CLT3N3auXqQqluJyxowZqFJFRHtnIQESIIEIEKDYjAAsHmq6BL59+4YFCxagX79+kCOescQIT9/WLdG/fRs1Jch0PaPlJPBzAjsOHkLnEaNUmhR5ZKUqddCxaz8kScpozT8j9+njRyx1nYEVS+fi29evKp1Ju0HjUaVJazE1/2dn8jsSMF0C4r9KbF02D/NG9oHP+7cq6Fjfvn3U/51x48Y1XcdoOQmQgNEIUGwaDT0bNgYBT09P9OnTB4sW/f9pbWo7TB/YH1VLl+LUWmN0CNs0CAF//08YPWc+xsxfiC9fviB+/ARo26k3qtVqxHx43/WAnDIr05hMmzgML58/U9/+2bAVpNBMYpP0u6P5kQTMh8CNC+fElNmOuHnxtHKqfPnymDlzJrJmzWo+TtITEiABgxOg2DQ4cjaoBQLHjh1Dhw4dcOXKFWVOyYIFMOHvniiQy0kL5tEGEtALgXuPHqLT8NFwP3pM1Z8+oz3ad+6LYiXLq3WIemnUhCq9duW8SGUyBpfOB95s2zvmRo/xc+BUsLAJeUFTSSBiBDwePsL80f2wb/MqdaKdnZ1al1mnTh3+LkQMJY8mARIIhwDFZjhQuMsyCHwVU+PkU9vhw4erqbXS63oieNCYnl2RKV16y4BALy2PgBi52+C+B39PmBg8tTZXnvxiau0A5MyVz/J4CI+fPH6AuTPH4+C+Hcr/hImTwrnXUNQSQYBixoxmkUzotPkTeOPljWWTh2PTYhcxVfyLmjLbrVtXDBo0CAkSMPCV+V8B9JAEDEOAYtMwnNmKhgnINZxjx45VT3I/i0ieMWLEQIcG9TGkc3vYJE2mYctpGglEnsBX/89wWb0Gw1zmwPvtW1VRyTJ/oF3nPkiXPlPkKzahM994e2HR/Glw27ACcl13bCsr1GnbHY3/6s8osybUjzQ1YgQ++fljrUjhs1KM4vv5fhAnR0PTpiI92IgRSJ+eD1ojRpNHkwAJ/BcBis3/IsTvLYbAkydPMHjwYCxevFj5bB0vngoi1LNlM5U+wmJA0FGLIvBB5I4cN28hJi1eqlKlRBfRb6qLtZwt2nZD0mTJzZKFn58vVq+Yj1VL5uLjRz/l458NW6JF7xFIIdZxs5CAORL4+vUfFV3WdexAvH71XLlYsWJFjBs3Drlz5zZHl+kTCZCABghQbGqgE2iCtgjIdZx9+/bFjh2BU+pS2thgWJdOaFOnFqLFjKktY2kNCUQRgecvX2Lw9FlYuGEjZJCcOHHiolHTdqjftA2sreNHUSvGrearCI60bfMaLJw3BXJUU5bC5aqg/aBxyJTd0bjGsXUS0BMB8eeMY+7bRCqTPnh057pqJV++fBg/fjzKli2rp1ZZLQmQAAkEEqDY5JVAAj8gcODAAfTu3RsyT6cs2TJlxNie3VG9bBlGrv0BM+42fQI3795Fn0mTsWX/IeVM4iTJ0FKMclat2UCt6TJFD6V4PnzAXazLHIfHj+4rF7LlKYj2QyYg3+8lTNEl2kwCv0Tg6plTmDP8b1w+dUQdnzFjRowaNQr169cXKXyYw+eXIPIgEiABnQhQbOqEjyebO4GAgACsW7cO/fv3x/37gTepubM5YFCHdqhdvhzEAk9zR0D/LJTA0bPn0Gv8RJy6dFkRsE2RCo2c26NqjQawihPHJKjIdZgy6M9S15m4d+emstkugz3aDhiL0tVkpE2TcINGkkCECMiRzIsnjmDp5BE4d3iPOjdZsmQq8E/79u1hJdYms5AACZCAoQhQbBqKNNsxaQIycNDcuXMxZswYPH8euNbFIWMGDGzfFo0q/4nosWKZtH80ngTCJSDuWjfu3otB02fg+t176pAkSW3QQEytrVG7iWan18rpsrvdN2O5q0vwSGYy21Ro2m0gqjq3Q6zYfEgUbn9zp0kTkCLz5H53LJ8yEldOH1W+yCnwXbv+pWbpJEqUyKT9o/EkQAKmSYBi0zT7jVYbicCnT5+waNEiFVDh0aNHyooMIqBIv7Zt0LJmDcS0im0ky9gsCeiRgBjh37R3H0bOnofz1wPXfCVIkBB1G7dCnfotkDChNm5i/f39sXPLOixf4oIXz58pICnTZkCjLv1QqUELMSLLh0J6vEpYtZEIiD9PHN3ppkYyb185p6xIkiSJEJld0aVLFyRNmtRIlrFZEiABEhArz8RaFvEsjIUESCAiBL6IkZPly5erkc47d+6oU+1sk6N3q5ZoW78Oo9dGBCaPNR0C4r+LnYePCNE5F8cvXFR2x4tnjVr1nFG/cWvIUU9jFBlRdvP6FVi9fC5ee3kqE9JkckCTrv1RoU4TxIzFtWnG6Be2qV8CMrrsAbc1WDZ1FB7euqoas7W1Rc+ePdGhQwfmytQvftZOAiTwiwQoNn8RFA8jgfAIyDVh69evVwEXZBRbWZIlSYyezZuhc5OGSBCfibHD48Z9Jk5AiM5DZ85ipMjRuffESeWMXAdWrVZjNGzaFnJ9pyGKz4f3WL92CdatXIh3b9+oJu0dc6Np94EoWaUOl1QbohPYhsEJfPn8DbvEdb9i+mh4PAyc3p4mTRo1VbZ169biYWdcg9vEBkmABEjgRwQoNn9EhvtJIAIEZCChbdu2KdF5+vRpdWbC+PHRsWF9dGxUH2ntUkegNh5KAqZD4NTFSxgt1jMHRa+NIdIDVapcG7UbNEOWrDn04sgLj6fYuGE53NYvh6/IEyqLY77CSmQWrVCZgX/0Qp2VGpvAuzfvsHOVK9aJ1D2eHk+UOfb29ipVl7OzM2LH5jIOY/cR2ycBEghLgGIzLBPuIYFIE5Cz0vfu3atE56FDgakjoomQlzXKlEYX5yYoXagg06ZEmi5P1DKBKzdvqem1a3e5B5uZO28BMcW2GUqW/kNMZdVtvaT82zp3+hg2iBGdo4f2qFygsqG8RUujaY9B+K14aYrMYPLcMCcCd69ewcaFM7BHPGDx//RRuebo6IgBAwagXr16iMn8z+bU3fSFBMyOAMWm2XUpHdIKgRMnTmDmzJlYu3Ytvn79qszKbp8JXRo3gnP1arCOb60VU2kHCUQZgbsPH2D6spVYtGkzfHz9VL02yW1RrXZjVK/ZGMlskkeoLV9fH+zatgEb1y3BoweBUwbl6GnpavVRu/VfyJFfPMBhIQEzI/D1SwAO79iIjQtmiByZh4O9q1ChAjp37ozKlSszT2YwFW6QAAlomQDFppZ7h7aZBQGZKmX+/PmYM2dOcNqUBEJothDRazs3bogsIsk2CwmYGwFfH18sdduCGStW4sa9wBy1UiSWKVdZjXbmzJVPjET+ONHlI7EWbdO6pdghosv6+fkqPDYp7FCteUdUa9IWSVNETLSaG1/6Y54EvF96YsuyuXBb7ILXrwLTbCVIkAAtWrRAx44d4eDgYJ6O0ysSIAGzJUCxabZdS8e0RkBGsN20aRNmzJiBo0cDc6BJGysW+12IzkaoUrI4GNFEa71Ge3QmIKa/7j95CjOXrcDm/QeCp79mzZYDtUXalHIVqoqUJHFUMzLg1omj+7FhzRKcOXUkuOlchUqgVusuKPFnLUaWDabCDXMhIP5EcO3sKTVV9sCWtfj29YtyLXv27GoUs2nTpowsay6dTT9IwAIJUGxaYKfTZeMTuHjxImbNmqXSp8jcnbJkTJMarWrXQtPqVZEuNQMKGb+XaEFUE3ji8QyzV63F3LXr4f32rao+YaLEKF66ImLHiq2EZlB+TClAy9duilqtuiBzTqeoNoX1kYDRCbx9/QYHNq/GdhFNOSg/ZrRo0VFdLLOQU2XLlCnz09F/oztAA0iABEjgFwhQbP4CJB5CAvoi4O3tDVdXVyU8Hz58GNxMiQL50VzccNSpVIHpU4KpcMNcCPj7f4Lrhk0YN38hHnkEThUM8i1+4iSo1fIv1G3XHYmSJArazXcSMAsCn/2/4sSebSp1ycm924NHMZMlS4Y2bdqgffv2SJ8+vVn4SidIgARIQBKg2OR1QAIaICCnD+7evRvLli3Dxo0b4e/vr6yyEqHsa5YrC+ca1fDH70URjVEHNdBbNCGyBP4RgbJ2HTuOJZvcsHnffvh//qyqihEjhphBHgOf//9Zju7kL1UBFes6o3ilmohrHTjNNrLt8jwSMCaBoGmy7mIN8v5Nq/DhXWBOWHmdV6xYAXKabM2a4jpnfkxjdhPbJgES0BMBik09gWW1JBBZAu/fi0T169dj6dKlCEqfIutKIZ58N6paGc1rVEeubCJIxE+Cq0S2bZ5HAlFOQNxpX7pxE4s3u2Hl1u14JUbzg0qpUqUg8wPWrl0bVlZW2LFjh3rgsnXrNhHBOXDdWlzr+ChVtS4qihQqeYqWFBE4g87mOwlom8DzR4/hvn4Z3NcuxrMHd4ONzZ07txKYjRo1QqpUqYL3c4MESIAEzJEAxaY59ip9MhsCcmrtihUrlPC8fft2sF9OWbOo9Cn1/6yItHZc3xkMhhuaISDXZ67Z4Y4lm7fg6p07wXbJaJpSYDZu3PiH0wVfv36NNWvWqOv+1KlTwecmt0uLCnWbolzNRsiUPQeftwST4YZWCMh1mEd2boK7CHIVMmVJypQp1TUvRzGl2GQhARIgAUshQLFpKT1NP02agExof/r0aTXqs2rVKsi1nkElr2N21ChTGjXLl4OTQ1aOeAaB4bthCYhr9PLNW9i8dx82iSmyF8VoZlCR69EaNGigRGaBAgUiFPREPmSR08vl69GjR0FVIlX6TGqKbbFKNeBUsBgDOQeT4YahCXg8fISjuzbj6M7NuHTysIi4HKBMiBMnLmrVqqmu+7JlyyIml0EYumvYHgmQgAYIUGxqoBNoAglEhMCDBw9UFFs54nnr1q3gU+X6zorFiqBm2XKoUqYkbJImC/6OGySgLwJe3q+xdd9BkdZkH9yPnghehynbk6OYcgSzSZMmyKhjPllPT0812rl8+XKEHO2U695yFy4BKTqL/VEDdhkYXEVffc16/yXg6+OHM/t3qVFMGfDH531gdGV5hJwaG/RwRY5i/iyf7L81cosESIAEzJMAxaZ59iu9shACN2/exObNm+Hm5oaTJ0+G8rrYb/lQo2wZ1ChXGvbpM4T6jh9IQBcC9x49xKY9+1WQn2PnL4SqqnDhwqhRo4ZI31Ad2bJlC/VdVH149uwZtmzZoq79/SJ3Z9D6Tll/puy5xIinEJ7ilTVXXk61jSrorAfeLz1x1N1NjWCePbwHX78EBriSaGROTHndy1f+/PnF2mIuLuYlQwIkQAKSAMUmrwMSMBMCz58/VzfgUnju3bsXX74EBliR7jlmthdTbcuIEc9SKJQzB6LHimUmXtMNQxAIENfSqavXsG3/QTFFdh9u3Lsf3GwscS2VL19eicuqVasaPODJu3fvsHPnTiU8ZYChDx8+BNtmkypN4IhnhWrIJUY/48SzCv6OGyTwXwQCxGzYBzeviVQl29U02evn5AO9f/5/WjT8LiKEy4cq8pU1q1jCwEICJEACJBCGAMVmGCTcQQKmT0DecO/atUvdgG/fvh3yhjyoWMeLh1IFfkMZMQJVunAB5HUQo08i7QQLCQQTEKl4Lty6if0nTmO/GDE/dPY8fP38gr9OlCgRqlSpom6y//jjDyRIkCD4O2NuyJRBBw8eVCP98qGLh4dHsDkxYsZCzvxFkbdYGeQrXgaO+QojtlXM4O+5QQIyRcnT+/dw7sg+nD8qX/vx3tsrGEzs2FaoUKG8Gr2U13+KFCmCv+MGCZAACZBA+AQoNsPnwr0kYDYE5AinTKEib7737NkTap2ndDJxwoQoU7AAyhQphLKFCyGbvT2DDJlN7/+iI+Iu+8a9u9gnxOWBk6ew//QZvBUpeEIWuf5SjmDKaYIlSpSAHNHUcgkQw1Lnzp1TD1zc3d3F9nlhbtCoFGAlgrc4FSqOfMXKKvGZNddvIoBLNC27RNv0QOD5k6c4L8TlhWP7cUG8e754FqoVOzs7lCtXTj1YqVChAuLHjx/qe34gARIgARL4OQGKzZ/z4bckYHYE5Hq3AwcOYP/+/eoVMsKndFbm8yxdqCDK/l98ZkybluLT3K4CIS7vP3ksRi1PC4F5CgdOncZLkW4kZEmfPj1kBM0yYvp16dKlIW+6Tbm8efNGPXSR1728/q9evRrKnXjxEyJ3kZL4rbgQn2L0M5OjE3N6hiJkHh/kusvzQlhKgXlOjF4+f/TvlHDpoY2NTfA1L6/9LFmyMMCPeXQ9vSABEjASAYpNI4FnsySgFQIyum2Q8JTvL168CGWaTdIkKCjWeebPmRMFnJzEyxEpktuGOoYftE3gpecrnL5yDWevXMVZIbJOi/WXXt5vQhktI2gGCUv5rmv02FCVa/DDy5cv1ZTboGv/7t27oayMZ50ADrnzI2ue/MiWpwCy5S4gIt1mYMChUJS0/eH92/e4deksbl08i5sXT4vXGbx69jiU0XJKeMmSJdW1L6/7HDnEmnYG9wnFiB9IgARIQBcCFJu60OO5JGBmBGQ+T5lOJegGXK5/e/3diJd02c42uRCgOZHfKfBVQNygJRWilMX4BLyFiDxzLVBYnrl8RW17vPIMY5gcwQl5ky2nyVpyioYnT54Ej/jLkc/Hj0OLEgkwQaIkcBDC00EI0Ox5CqptWzHiG42zb8NcX4beIVOR3LlyHjcvnBHi8gxuXjqDZw9CP0CQNllbW6NYsWLB4jJv3rxiyTrXrBu6v9geCZCA5RCg2LScvqanJBBhAlJ8Pnz4EGfPnlWvM2fOqHVw779bzycrzpDaTox6ihHQHDmRXUS/zZYxA+zTpGHk2whT/7UTZITYe0+f4uaDh7h+5y7OXb+GM2L08uGzf4PiBNWUUKzLlekYgl4FChSAnCZryeIyiM2P3uUIv1zzKa95ef3L91evXoU5PLGNrRj5LKhGPzNmy4G09g5Ikykr4sSNHeZY7tCdgIwQ++LpEzy9exMPxevO5XNKYD66c0NU/u+aXNlSnDhxkCdPHnXdy2teXv/yoQrFpe79wBpIgARI4FcJUGz+KikeRwIkoAjIwCtyymHQTbi8ET9//jz8QkQrDUIlb+rsxZrPbJnSwyFDRjhkyii2MyGbmI6YTI6EckgoCFX470Lse73xxs37D3FLTHe+dV+8Hj4Qnx/hnhiJ+yaixn5f4olow/ny5UPQzbW8wc6cOTOnBn4PKoKf5YOXp0Lch3zwIrflWtCwJRpSpEmHtJmzIV1mB6S3z4Y04j2d+MyR0LC0wtvj894Hj4WYfHL3lnp/fO+W2n56/zY++38Kc0pMEW04d+5coR6oODo6aj6QVRhHuIMESIAEzIwAxaaZdSjdIQFjEJCi58aNG+pGXApPORVXvr4PPhTSNhkFN5sQnw5CeDpkzIB0qVIila0tUospunYpbJHAWkR9NHcxKgTMB18feLx8hWdiqutzMXL2+PkLISwfihFLKSof4F2IvJEh+cltOTopR2qyZcsGOR1QCky5zZGb70np57MUoHLNsxSdchRU/g3I6/7+/fv4+vVruI1axY2nRj/TiRFQKUZTpk0PmxR2SJbSDjYpUyOReAhj7pe9BPPR9xNev3wOr5fP4PXCA14eT0XakdtCWIrfjXs38eZV6LXjIWGmTJlSXffy2g8auXQS68nlSCYLCZAACZCAtghQbGqrP2gNCZgVgY8fP+LOnTvqBvzmzZvBIlTekMtcoD8rccWNY2ohPqXwtEuePHhbilEpSu1sbZA0YWIkFGuwYlppa8riV//PeO/rC+/3b+HxykuJSCkmA0XlK3h4/rv98VPYUZqQXGQOyyBBKd+DXjJKZty4cUMeym2NEJDphqTgDHroEvLa9/L6N29jeObGjBUbyVKkUsLTRghQJUJTpBafA7eTi/cESWxgHT8BrOJaaUqYfv0SAF+fD/B991aISA8hJj1EKhHxLtKJvBbvgduB+30//Jv7NzwOUjjKazzoepcPUeR21qxZIYP6sJAACZAACZgGAYpN0+gnWkkCZkVAjgjJNXHyZlzeiEtB6uHhgefPn6t3mZ4lvGm5P4IQM2ZMMRJqrYSnfFfb8eV7XMSP9//P/98vRWyMGNERPVp0NQIYPXo0xBDbQREo5TThb/8EICDgHzVNNUBsf/sWACkKPwgBKUWkfPfxk+8f8d4n8HPI7340qhWe/XLaa+rUqVVqEZleRL5C3mTLURyurQyPnGnu8/b2Dhaht2/fVlNz5bUf9Hr37uciLKTX0aPHQDwhOuOKl0zdIgVo4LZ4FzMD5HeBr4SIIz7HFMfLfC7yWlcvMc09mrj25fUVEPBNvALwj3jJd/EPvop9X8R17+fzHh+liBQvP1/xEu/ys3wP+Tm86a0h7Q25HTt27FDXvIyGbC9y/EpBKYVlunTpgv8mQ57HbRIgARIgAdMiQLFpWv1Fa0nAIghIMSpHPoNuwH/0/vbtW3VcRMSdIQDGihULckRSjsAECcgfvcvjKCYN0Sum0YZ8yBL00CW8614+iJHrROXfh7+/v6ackgI26LqX4lFe80Hv31//SZMm5XWvqd6jMSRAAiSgHwIUm/rhylpJgAQMREAK08+fP6ubb3kD/l8veTMvR26+f8l1p1L0BY/6BI3+/P9djkDKG+lfeVlZWRnIezZjyQTkdN3/ut6DvvcVo/Ehr3l5vYf8LNf5yms/6D3o70Bey79yzctj5LRuPjix5CuSvpMACZBAWAIUm2GZcA8JkAAJkAAJkAAJkAAJkAAJkICOBKLreD5PJwESIAESIAESIAESIAESIAESIIEwBCg2wyDhDhIgARIgARIgARIgARIgARIgAV0JUGzqSpDnkwAJkAAJkAAJkAAJkAAJkAAJhCFAsRkGCXeQAAmQAAmQAAmQAAmQAAmQAAnoSoBiU1eCPJ8ESIAESIAESIAESIAESIAESCAMAYrNMEi4gwRIgARIgARIgARIgARIgARIQFcCFJu6EuT5JEACJEACJEACJEACJEACJEACYQhQbIZBwh0kQAIkQAIkQAIkQAIkQAIkQAK6EqDY1JUgzycBEiABEiABEiABEiABEiABEghDgGIzDBLuIAESIAESIAESIAESIAESIAES0JUAxaauBHk+CZAACZAACZAACZAACZAACZBAGAIUm2GQcAcJkAAJkAAJkAAJkAAJkAAJkICuBCg2dSXI80mABEiABEiABEiABEiABEiABMIQoNgMg4Q7SIAESIAESIAESIAESIAESIAEdCVAsakrQZ5PAiRAAiRAAiRAAiRAAiRAAiQQhgDFZhgk3EECJEACJEACJEACJEACJEACJKArAYpNXQnyfBIgARIgARIgARIgARIgARIggTAEKDbDIOEOEiABEiABEiABEiABEiABEiABXQlQbOpKkOeTAAmQAAmQAAmQAAmQAAmQAAmEIUCxGQYJd5AACZAACZAACZAACZAACZAACehKgGJTV4I8nwRIgARIgARIgARIgARIgARIIAwBis0wSLiDBEiABEiABEiABEiABEiABEhAVwIUm7oS5PkkQAIkQAIkQAIkQAIkQAIkQAJhCFBshkHCHSRAAiRAAiRAAiRAAiRAAiRAAroSoNjUlSDPJwESIAESIAESIAESIAESIAESCEOAYjMMEu4gARIgARIgARIgARIgARIgARLQlQDFpq4EeT4JkAAJkAAJkAAJkAAJkAAJkEAYAhSbYZBwBwmQAAmQAAmQAAmQAAmQAAmQgK4EKDZ1JcjzSYAESIAESIAESIAESIAESIAEwhCg2AyDhDtIgARIgARIgARIgARIgARIgAR0JUCxqStBnk8CJEACJEACJEACJEACJEACJBCGAMVmGCTcQQIkQAIkQAIkQAIkQAIkQAIkoCsBik1dCfJ8EiABEiABEiABEiABEiABEiCBMAQoNsMg4Q4SIAESIAESIAESIAESIAESIAFdCfwPAA+jl85SvKAAAAAASUVORK5CYII="
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![str%20list%20venn.png](attachment:str%20list%20venn.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Key differences between strings and lists: type flexibility, mutability"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Difference 1:  a string only holds characters, a list can hold anything"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['hello', 14, True, 5.678, ['list', 'inside', 'a', 'list']]\n"
+     ]
+    }
+   ],
+   "source": [
+    "list3 = [\"hello\", 14, True, 5.678, [\"list\", \"inside\", \"a\", \"list\"]]\n",
+    "\n",
+    "print(list3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 4: Print the types of all items in the list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0 hello <class 'str'>\n",
+      "1 14 <class 'int'>\n",
+      "2 True <class 'bool'>\n",
+      "3 5.678 <class 'float'>\n",
+      "4 ['list', 'inside', 'a', 'list'] <class 'list'>\n",
+      "\n",
+      "['list', 'inside', 'a', 'list']\n",
+      "inside\n"
+     ]
+    }
+   ],
+   "source": [
+    "# TODO: fix the bug in this loop\n",
+    "for i in range(len(list3)):\n",
+    "    print(i, list3[i], type(list3[i]))\n",
+    "print()\n",
+    "\n",
+    "# TODO: print out the last thing in list3\n",
+    "print(list3[-1])\n",
+    "# TODO: print out the word \"inside\" using double indexing\n",
+    "print(list3[-1][1])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ".....S\n",
+      ".SSS.S\n",
+      ".....S\n",
+      "......\n",
+      "....S.\n",
+      "....S.\n"
+     ]
+    }
+   ],
+   "source": [
+    "# A list of lists!\n",
+    "game_grid = [\n",
+    "    [\".\", \".\", \".\", \".\", \".\", \"S\"],\n",
+    "    [\".\", \"S\", \"S\", \"S\", \".\", \"S\"],\n",
+    "    [\".\", \".\", \".\", \".\", \".\", \"S\"],\n",
+    "    [\".\", \".\", \".\", \".\", \".\", \".\"],\n",
+    "    [\".\", \".\", \".\", \".\", \"S\", \".\"],\n",
+    "    [\".\", \".\", \".\", \".\", \"S\", \".\"]\n",
+    "]\n",
+    "\n",
+    "for row in game_grid:\n",
+    "    for position in row:\n",
+    "        print(position, end = \"\")\n",
+    "    print()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Difference 2: a string is immutable, but a list is mutable\n",
+    "\n",
+    "Check with Python Tutor [here](https://pythontutor.com/render.html#code=name%20%3D%20%22Miles%22%0Aname%20%3D%20%22Andrew%22%0Aname%5B-1%5D%20%3D%20%22a%22&cumulative=false&curInstr=0&heapPrimitives=nevernest&mode=display&origin=opt-frontend.js&py=3&rawInputLstJSON=%5B%5D&textReferences=false)..."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Andrew\n"
+     ]
+    }
+   ],
+   "source": [
+    "name = \"Miles\"\n",
+    "# Question: which of the following two lines will cause Runtime error? \n",
+    "name = \"Andrew\"  # this is fine, we are not mutating the string, simply changing the object that this variable is referencing\n",
+    "# name[-1] = \"a\" # this is a problem, because we are attempting to change a string, and strings are immutable\n",
+    "print(name)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Mutate a list using indexing and double indexing,"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['hello', 220, True, 5.678, ['list', 'inside', 'another', 'list']]\n"
+     ]
+    }
+   ],
+   "source": [
+    "list3 = [\"hello\", 14, True, 5.678, [\"list\", \"inside\", \"a\", \"list\"]]\n",
+    "\n",
+    "# change 14 to your favorite number\n",
+    "list3[1] = 220\n",
+    "\n",
+    "# change \"a\" to \"another\"\n",
+    "list3[4][2] = \"another\"\n",
+    "\n",
+    "print(list3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Mutate a list using methods such as `append`, `extend`, `pop`, and `sort`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['peanut butter', 'bread', 'jelly']\n"
+     ]
+    }
+   ],
+   "source": [
+    "new_groc_list = ['peanut butter', 'bread', 'jelly']\n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `append` adds onto to the end"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['peanut butter', 'bread', 'jelly', 'nutella']\n"
+     ]
+    }
+   ],
+   "source": [
+    "new_groc_list.append(\"nutella\") \n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `extend` adds the elements of a list, one at a time, to the end of another list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['peanut butter', 'bread', 'jelly', 'nutella', 'cheese', 'pickle']\n"
+     ]
+    }
+   ],
+   "source": [
+    "new_groc_list.extend(['cheese', 'pickle'])\n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `pop` removes by index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['peanut butter', 'jelly', 'nutella', 'cheese', 'pickle']\n"
+     ]
+    }
+   ],
+   "source": [
+    "# TODO: pop 'bread'\n",
+    "new_groc_list.pop(1)\n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### the default value of `pop` is `-1`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['peanut butter', 'jelly', 'nutella', 'cheese']\n"
+     ]
+    }
+   ],
+   "source": [
+    "new_groc_list.pop()\n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `remove` removes by matching value"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['peanut butter', 'jelly', 'cheese']\n"
+     ]
+    }
+   ],
+   "source": [
+    "# TODO: remove 'nutella'\n",
+    "new_groc_list.remove(\"nutella\")\n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `sort` mutates a list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[7, 13, 23, 44, 45, 50, 87, 97]\n",
+      "8 4\n"
+     ]
+    }
+   ],
+   "source": [
+    "nums = [45, 13, 87, 23, 97, 44, 50, 7]\n",
+    "nums.sort() # sort by natural ordering\n",
+    "\n",
+    "print(nums) \n",
+    "print(len(nums), len(nums) // 2)  # print the length of nums"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 5: Find the median of a list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "44.5\n"
+     ]
+    }
+   ],
+   "source": [
+    "if len(nums) % 2 == 0:\n",
+    "    print((nums[len(nums) // 2 - 1] + nums[len(nums) // 2]) / 2)\n",
+    "else:\n",
+    "    print((nums[len(nums) // 2]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `split` turns a string into a list based on a string to split off of\n",
+    "\n",
+    "More: https://www.w3schools.com/python/ref_string_split.asp"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "Enter your grocery list:  jelly,cream,banana,apple\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['jelly', 'cream', 'banana', 'apple']\n",
+      "Don't forget the nutella!\n"
+     ]
+    }
+   ],
+   "source": [
+    "groceries_input = input(\"Enter your grocery list: \")\n",
+    "groceries = groceries_input.split(\",\") \n",
+    "print(groceries)\n",
+    "if not 'nutella' in groceries:\n",
+    "    print('Don\\'t forget the nutella!')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `join` turns a list into a single string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['jelly', 'cream', 'banana', 'apple']\n",
+      "jelly cream banana apple\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(groceries)\n",
+    "print(\" \".join(groceries))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 6: Write a program that manages a grocery list!\n",
+    "\n",
+    "**User choices:**\n",
+    "* `'A'`: Add an item. Ask the user to add an item to their list.\n",
+    "* `'D'`: Delete an item. Ask the user what to remove from their list.\n",
+    "* `'P'`: Print the grocery list.\n",
+    "* `'Q'`: Quit."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "What do you want to do? (A, D, P, Q):  A\n",
+      "What do you want to add to your groceries list:  jelly\n",
+      "What do you want to do? (A, D, P, Q):  banana\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "I don't understand. Please try again!\n"
+     ]
+    },
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "What do you want to do? (A, D, P, Q):  A\n",
+      "What do you want to add to your groceries list:  banana\n",
+      "What do you want to do? (A, D, P, Q):  P\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Grocery List:\n",
+      "\tjelly\n",
+      "\tbanana\n"
+     ]
+    },
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "What do you want to do? (A, D, P, Q):  a\n",
+      "What do you want to add to your groceries list:  cream\n",
+      "What do you want to do? (A, D, P, Q):  p\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Grocery List:\n",
+      "\tjelly\n",
+      "\tbanana\n",
+      "\tcream\n"
+     ]
+    },
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "What do you want to do? (A, D, P, Q):  D\n",
+      "What do you want to remove from your groceries list:  apple\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Item not in your groceries list.\n"
+     ]
+    },
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "What do you want to do? (A, D, P, Q):  D\n",
+      "What do you want to remove from your groceries list:  banana\n",
+      "What do you want to do? (A, D, P, Q):  p\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Grocery List:\n",
+      "\tjelly\n",
+      "\tcream\n"
+     ]
+    },
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "What do you want to do? (A, D, P, Q):  Q\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Thanks for shopping!\n"
+     ]
+    }
+   ],
+   "source": [
+    "my_groceries = []\n",
+    "\n",
+    "while True:\n",
+    "    choice = input(\"What do you want to do? (A, D, P, Q): \")\n",
+    "    \n",
+    "    # TODO: There's a bug... Fix this.\n",
+    "    choice = choice.upper()\n",
+    "    if choice == 'A':\n",
+    "        my_groceries.append(input(\"What do you want to add to your groceries list: \"))\n",
+    "    elif choice == 'D':\n",
+    "        item_to_remove = input(\"What do you want to remove from your groceries list: \")\n",
+    "        if item_to_remove not in my_groceries:\n",
+    "            print(\"Item not in your groceries list.\")\n",
+    "            continue\n",
+    "        my_groceries.remove(item_to_remove)\n",
+    "    elif choice == 'P':\n",
+    "        print(\"Grocery List:\")\n",
+    "        for item in my_groceries:\n",
+    "            print(\"\\t\" + item)\n",
+    "    elif choice == 'Q':\n",
+    "        break\n",
+    "    else:\n",
+    "        print('I don\\'t understand. Please try again!')\n",
+    "        \n",
+    "print('Thanks for shopping!')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 7: Complete the profanity filter"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "I unplugged that d*** Alexa\n",
+      "What the h*** was my boss thinking?\n",
+      "He is full of crud?\n"
+     ]
+    }
+   ],
+   "source": [
+    "def profanity_filter(sentence, bad_words):\n",
+    "    ''' replaces all instances of any word in bad_words with a\n",
+    "    word with the first letter and then *s of the same length'''\n",
+    "    sentence_split = sentence.split(\" \")\n",
+    "    cleaned_sentence = []\n",
+    "    \n",
+    "    for word in sentence_split:\n",
+    "        if word in bad_words:\n",
+    "            cleaned_word = word[0] + \"*\" * (len(word) - 1) \n",
+    "            cleaned_sentence.append(cleaned_word)  \n",
+    "        else:\n",
+    "            cleaned_sentence.append(word)\n",
+    "    # all done cleaning, now join and return\n",
+    "    return \" \".join(cleaned_sentence)\n",
+    "\n",
+    "bad_word_list = [\"darn\", \"heck\", \"crud\", \"exam\"]\n",
+    "print(profanity_filter(\"I unplugged that darn Alexa\", bad_word_list))\n",
+    "print(profanity_filter(\"What the heck was my boss thinking?\", bad_word_list))\n",
+    "print(profanity_filter(\"He is full of crud?\", bad_word_list))"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/14_Lists/Lecture Code/Lec_14_Lists_Template.ipynb b/s24/AmFam_Ashwin/14_Lists/Lecture Code/Lec_14_Lists_Template.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..548b5ef0dba46ee38fa7722963fb62755281ffb8
--- /dev/null
+++ b/s24/AmFam_Ashwin/14_Lists/Lecture Code/Lec_14_Lists_Template.ipynb	
@@ -0,0 +1,673 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1: Mutate a string:\n",
+    "\n",
+    "* Change the entire string to be uppercase\n",
+    "* Change only last letter of name to `\"o\"` so that `name = \"Plato\"`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "name = \"Plate\"\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: Practice using `in`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "secret_word = \"raspy\"\n",
+    "\n",
+    "# find the index of 'p'\n",
+    "print(secret_word.find(...))\n",
+    "\n",
+    "# find the index of 'e'\n",
+    "print(secret_word.find(...))\n",
+    "\n",
+    "# now try to use the \"in\" keyword\n",
+    "# what's the difference?\n",
+    "\n",
+    "# find if 'p' is in our secret string\n",
+    "print(... in secret_word)\n",
+    "\n",
+    "# find if 'e' is in our secret string\n",
+    "print(... in secret_word)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# CS220: Lecture 14\n",
+    "\n",
+    "\n",
+    "## Learning Objectives\n",
+    "After this lecture you will be able to...\n",
+    "- Create a list and use sequence operations on a list.\n",
+    "- Write loops that process lists\n",
+    "- Explain key differences between strings and lists: type flexibility, mutability\n",
+    "- Mutate a list using \n",
+    " - indexing and double indexing, \n",
+    " - methods such as append, extend, sort, and pop, \n",
+    "- split() a string into a list\n",
+    "- join() list elements into a string"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Create a list and use sequence operations on a list.\n",
+    "\n",
+    "A **list** is a **sequence** seperated by commas"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# add one more thing to your grocery_list\n",
+    "grocery_list = [\"bread\", \"milk\", \"eggs\", \"apples\", \"macNcheese\"] \n",
+    "print(grocery_list, len(grocery_list), sep='\\t')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Sequence Operations: indexing, slicing"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(grocery_list, len(grocery_list), sep='\\t')\n",
+    "\n",
+    "# TODO: print the 2nd item in grocery _list\n",
+    "print(grocery_list[...])\n",
+    "\n",
+    "# TODO: print the last item in grocery_list\n",
+    "print(grocery_list[...])\n",
+    "\n",
+    "# TODO: print all but the last item in grocery_list\n",
+    "print(grocery_list[...])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Why does the following give an `IndexError`? "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# print(grocery_list[len(grocery_list)])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Lists can be concatented with `+`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "[10, 20, 30] + [13, 4, 9, 8]\n",
+    "\n",
+    "# add one more + and a list at the end of this expression"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## the `in` operator can be applied to a list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "favorite_numbers = [4, 7, 14, 17, 84]\n",
+    "print(7 in favorite_numbers)\n",
+    "\n",
+    "# make a false statement\n",
+    "print()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Lists can be repeated with `*`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "[\"LET'S\", \"GO\", \"RED\"] * 3"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Write loops that process lists"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import project"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Get a list of all engineering majors in LEC001"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "engineering_major_list = []\n",
+    "for idx in range(project.count()):\n",
+    "    pass\n",
+    "engineering_major_list"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: Count how many words have length `> 5` in `grocery_list`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "grocery_list = [\"butter\", \"milk\", \"eggs\", \"apples\", \"macNcheese\"]\n",
+    "count = 0\n",
+    "for word in grocery_list:\n",
+    "    pass\n",
+    "print(count)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: Find the longest string in a list\n",
+    "\n",
+    "**BONUS**: What if we wanted to print the **last** occurence?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def longest_word(word_list):\n",
+    "    '''Given a list of strings, return the string with the longest length.\n",
+    "    If more than one, return the first occurrence.'''\n",
+    "    \n",
+    "    max_length = 0\n",
+    "    longest_word = None\n",
+    "    for i in range(len(word_list)):\n",
+    "        # TODO find the longest word\n",
+    "        pass\n",
+    "    return longest_word\n",
+    "    \n",
+    "\n",
+    "# print(longest_word(grocery_list))\n",
+    "# print(longest_word(['aaaa', 'xzy', 'hello']))\n",
+    "# print(longest_word(['aaaa', 'xzy', 'hello', 'world']))"
+   ]
+  },
+  {
+   "attachments": {
+    "str%20list%20venn.png": {
+     "image/png": 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IZpdWo3a5Tq5uvJ6PvoWBgiGnEcLovfEzkyum+WbR5k4WKpZslitWb6zv2dTa5tsl2Qc6ODrqO8k7C7iQXLGuy24f3Uc8uj3veNXvPOt9bNchn2Rfqh+F7OvvEeAUaB9kE2xJsQwxC9UMkw0XiGDZTROJiFyN+kH9Gb0Wi44jxgslaOxxSoxOKkxu2TuVQrOfL1UmTfuATbrfwfiMw4cqM9uyhrO/5zIfVjhinxdx9HB+XcGjY++OrxdyFikX250MLTlYeuZU8+nespkzv84xl0uc166wu0CujK06VF0M73PddXOXiJcV6x2vRF3Nu1bX0Hl95MaXJkwzx03JWxq3LVrc7gS2xrSl3E1tP9Bx8F5G56H7mQ+yH+Y+Otx1+PHhJ4e7c5/mPMvqOdSb3pfav/d53F9RA7sHI1/EDCW9PDh87FX5SMPrB6Mv33waB2+JE4Lv5Cd1psyn/WbOvv/0UXk26VPr51/zmgtxXy5/fbfIvmT5PeVHw8/pFe5Vh7XsX53b82+M0EfuQH5GtaMPYRyx4tgF3E18BsGBhptmlPY8XTi9OgOCoZ0xncmCyEDsJR1ltmVhYHnKms1mwg6xN3NEcApxDnHlcOtwf+Ip5TXj/cZXxm/G/1nguKCG4IjQXmF+4VYRb5FV0WIxJbFu8QDxVYljklKSbVKOUlPSqTIiMkOyuTsMdnyTq5L3VKBTaFOMVBJQ6ldOU1FQGVfNU9NW+6ReqmGusah5Xste65d2nY67Llb3hh5Zn6h/1yDSkN+w1yjNWMl42qTE1Ba+d9w2j7KQsnhnWWblYc1q/dymwNbBjmQ3aH/SwdtR2PGD01XnRBdjVwbXYbdK92gPA09az0GvMzuDvRW8V3bd98n39fKT8Fsid/ofC/ANVAxCBQ0G11JSQpxCpcPQYW/Cb0UU746PdI3SoPJGo6JnYwZi2+Pq48sS8vakJsYnhSb77925zy3Fab9Dqn2a/QGHdKeD7hk7DwVkhmZFZ6fkZOYWHC47UpPXePRefl/B6LHPJ1CFEkVexUdP3i9ZOSV72q/sxJnHZ1fLFc4HVJRc6KlCVWvVxNfW1328JHk5pL72ytw1lYb917sbOZrCmjtv8d1OaXnbatXW0i7fcbFT6v7VhwaPhh8ndPM97e053Of0XHQADH4cejf84TV4IzK+a6J2Cj2T+BF8qpgnf9VdUvvpvFq8Mf9b3/s2CkYFgBOHANj4nuNQA0DuRQDE9gDABueednQAOKkDhIApgBY7AGSh/ef8gODEkwBIgAdIAjVgBueXYXBOWQTqQReYAGsQO6QMOULR0AmoGXoN53zSCBdEKqIeMYpkQBog45GXkFNwluaFKkW9gjMxH/QF9CeMCiYV8wzLgw3HtuFIOAquHc+Jj8X3ExQJRYRVGjLNU1p12mo6drpcegR9Ev13hliGJcZEJogpm8hKrCCpkXqZQ1iwLBdYjVmn2DLZpdh7OWI4OThbufy5abiv8XjwInkv8XnCGUGfQJ6grRCT0HPhIhFPUQHRKbGL4tESGpKQZJdUvrQnHJ3zsv07WuQq5QsU9ilSlByVNVT4VCHVMbUW9eMaIZraWvRaI9o1OjG6uno4vT79BoPrhk1Gt4xbTe6Zdpn1mA9ajFpOWy1Yr9ji7FjtRR3UHK2cyM7JLsWurW4zHiRPfa/IneXeAz4EX32/JHKz//dAtaCk4PYQQqhzWEX44m6zyLKouWitmJzY0XilhKN7FpJckx/s005pTbVMm0jPytDOBFl9OVcOn8oryDc7hjx+vzC/OKDE8JR0meBZkXKlCpvKqOrS2ieXQL3qVZsG9xvBTck3T9y+dqe/bamDt9PsQcyjs4+fda/1yPTtfH5k4O4QaZg8cml0dpx7Qm1Sb1r+Pf2HF7NHPu+Ya18w+9L5TWGxZGn5h/3PC8sLqxprKb/ubu4fW/NPhOdfAqgCE+AKQsA+cBzUgU4wCn5AJEgOsoEioKNQA/QSARAScJafhriKeAvn8VbIdGQbcgWljTqA6kazowPRjRg8xhvTiGXEhmGf4KRxebhFvBf+AUGWUESDpImiGad1pn1MZ0jXSq9FfwfOYh8x2jOOwnnqOvE4SZb0lDkCzjybWX3ZaNia2QM5WDkecu7hkuYa5y7iseXF8Xbw7ec3EMAIPBUsFPIVlhVeFekWLROLEjeW4JL4IvlY6rx0ioynrOYOCTl2ebz8qsKc4oTSC+XHKrdVL6qVqB/SoGp6ahlqS+ow6izqDuu16tcbXDVsMGoyvm3SZtpp9ti81+KF5RuraesFmxU7nD2rg5ijupO1s7/LXtcSt5vuwx5rXoI7Lbxjdp316fGDyCr+EQE1gVPBopSQkKuhy+GmEYW7Z6K0qHuj22JRcVbxRQlTiepJR5Kn9xmnVKfSp+05MA3vJ72ZFlkPc8xyu4845I3lpxzjPX63MLCY/mRzqf9pUtmDs3vLVc5/uXC1KrZGqw5zceDyhSvJ17yuqzTSN03cvH77wB2bNva74x01ndQHWo+wXYNPap7u7/Hq03kuMsA0+GjI+eXkq8TXzKPXxpzGVyeqJ92nGWa6PmTOWn5mnHuxcPZryKLKd8SPnuXS1aBfitvzjwQYQLu5A4gDFTgC3EA4OAjOgNtgGF7/gpAFFAtVQIMIGoQRvPI7kDikPfIM8gvKAlWFxqOp6DcYJ3i122AHcGTcT3whQZ0wSXOSVo92hC6Jnp++iyGeUZJxgukM0Y8kQfrO/JCljDWJzZNdj0OKk52LhhvBvcqzzLvKDwSw8A2UR1hWRFvUQSxIfL/ESckbcN49L8u4Q0HOVX6fQoVij9KKioSqu1qBer8ms5a7doXOnJ62/mGDN0aKxjkm42Za5oUWX6zsrC/Z0tqF2T92lHTKcf7gauFW64H3pHg99BbdddBn0s+QXBmADPQPukcRDckInQm3iqiPZIlKoI7FGMVejmdP2LfnY5IbvE5VUqpSOdKOpKMOJmd8yfTIupq9nut0uOrI8lHH/MvHCMcpJx4USRXnnpwrdT11p0z0TD689/uf776gWVlVzVSTWDt10fFSS73olbyrSw3e1x80yjQdbZ6/ZX/78h1Ca2BbazuxI+Be433UA7uHpY8mHks8oXRXPh3v4ey17zvYf/352wHCoNwLhyHqyyPDNa/ujQy8nhpdeLM6Dr3FTmDeYSbB5PLUp+nRmafvmz+Uf8ycjfhk/VlqDjv3Zr55IeuLx1eJr1++tSymLRl9x3zv/JHyU/PnwvKFFY9VwmrjGvkX3a9r6+4b8x8dqKiweXxAtAYAoEfX17+KAoAtAGAtf319pXx9fe08nGyMAHA3bOs/pM2zhhGAs1wbqO/K4r/+y/kfiazUoRVG4s8AAAGdaVRYdFhNTDpjb20uYWRvYmUueG1wAAAAAAA8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIiB4OnhtcHRrPSJYTVAgQ29yZSA1LjQuMCI+CiAgIDxyZGY6UkRGIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI+CiAgICAgIDxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSIiCiAgICAgICAgICAgIHhtbG5zOmV4aWY9Imh0dHA6Ly9ucy5hZG9iZS5jb20vZXhpZi8xLjAvIj4KICAgICAgICAgPGV4aWY6UGl4ZWxYRGltZW5zaW9uPjkyMzwvZXhpZjpQaXhlbFhEaW1lbnNpb24+CiAgICAgICAgIDxleGlmOlBpeGVsWURpbWVuc2lvbj41OTE8L2V4aWY6UGl4ZWxZRGltZW5zaW9uPgogICAgICA8L3JkZjpEZXNjcmlwdGlvbj4KICAgPC9yZGY6UkRGPgo8L3g6eG1wbWV0YT4KOzicQAAAQABJREFUeAHsnQV4FEkThj8cggcI7u7u7u7uHO4QNLi7e3A/3OEOl8Pd3d2dQND7u5p/c5sAIbJJZne/fp5ldndaqt4eNlPT1VXB/lUFLCRAAiRAAiRAAiRAAiRAAiRAAiRgQQLBLdgXuyIBEiABEiABEiABEiABEiABEiABTYDGJi8EEiABEiABEiABEiABEiABEiABixOgsWlxpOyQBEiABEiABEiABEiABEiABEiAxiavARIgARIgARIgARIgARIgARIgAYsToLFpcaTskARIgARIgARIgARIgARIgARIgMYmrwESIAESIAESIAESIAESIAESIAGLE6CxaXGk7JAESIAESIAESIAESIAESIAESIDGJq8BEiABEiABEiABEiABEiABEiABixOgsWlxpOyQBEiABEiABEiABEiABEiABEiAxiavARIgARIgARIgARIgARIgARIgAYsToLFpcaTskARIgARIgARIgARIgARIgARIgMYmrwESIAESIAESIAESIAESIAESIAGLE6CxaXGk7JAESIAESIAESIAESIAESIAESIDGJq8BEiABEiABEiABEiABEiABEiABixOgsWlxpOyQBEiABEiABEiABEiABEiABEiAxiavARIgARIgARIgARIgARIgARIgAYsToLFpcaTskARIgARIgARIgARIgARIgARIgMYmrwESIAESIAESIAESIAESIAESIAGLE6CxaXGk7JAESIAESIAESIAESIAESIAESIDGJq8BEiABEiABEiABEiABEiABEiABixOgsWlxpOyQBEiABEiABEiABEiABEiABEiAxiavARIgARIgARIgARIgARIgARIgAYsToLFpcaTskARIgARIgARIgARIgARIgARIgMYmrwESIAESIAESIAESIAESIAESIAGLE6CxaXGk7JAESIAESIAESIAESIAESIAESIDGJq8BEiABEiABEiABEiABEiABEiABixMIafEe2SEJkAAJBBGBf//9Fx8/fsTbt29/+frw4QO+fv2Kb9++eXrJd8GCBUPw4MF/eIUIEQLhwoVDxIgRf/kKEyaMbh9EqnNYOyfw6dOnX17z8v/h/fv3nq578/8D8v/GdN3LtW56L0e5rr277h0cHHjd2/m1R/VJgARIwDsCNDa9o8NzJEACQUrg8+fPePz4MR48ePDD6+HDh3j58qXHDfa7d+/0+y9fvgSJzCFDhvzhpjxKlCiIHTs24saNizhx4nh6xYwZE9KGhQS8EpAHIU+fPv3hmjf9P3jx4oXHdW96sCLGZlAUMUgjRIjg6dqPHDmyvu69XvPyWf4/iAHLQgIkQAIkYB8Egqknmv/ah6rUkgRIwEgE5Kfn0aNHuHz5Mq5evYr79+//cHP95MkT+PYnSht94cMjknpFVK8I4R2+v1crMBHUZ4dwYREiuKzeBIOs4oQwW80UPqYVz69Kvu+rP+r47Svef3DHOzc3vFUrRG/k+E691FG/V0ep65siq6hicP7shjx58uRImTIlYsWKxVUj30C1krpiLMp1f+XKFdy7d++H617+X/j2oUmwYMHhECEiwqlX+AiRPN7Ld/IK6xAeIdTDjRCqnrr4v69e/n8VU7DJdf/v/1f71Qd8/Vet/Ktr+pO7O967qZXRd2/xQb3k6Pbujcfnz58++pp6tGjRfnrdJ02aVF/3CRIk0PL5umM2IAESIAESMBwBGpuGmxIKRAK2RUDcVsWYvHTpkr7Blpts00tWZX5XYsqNaUwnxHWKgdgx1FG9j+PkpN7HgGOUyP83Kh0QUd1Mi4EZMkzo33Vp+fPKMP30WdwYxRh1w7v3H7QR+uLVazyUFSplNN9//ES9V8cn6rN6//j589/KESlSJKRIkULfgKdKlUofxQgVY1TcelmMS0BW5W/cuKGvda/X/rNnz34reKQojogWK656xUEM9YoWU47fP0dyjKYNSIfwkf5vXEZEmHDixv3bbi1e4cvnb8r4NBmj343Qt29e4cXjh3j26IF63dfH5+r9c/X++ZNHypb1/sFM2LBh9TUu17rpZbr+5f8ECwmQAAmQgPUQoLFpPXNFSUnA0ATEqDx16hROnjzpybC8ffv2L+WOom4cUyVJjBQJEyJB7FjaiBTDUoxJMS5jKUMzeKhQv2xvzSe+KWPkkTI4tfGpjFExQMUovfPwEa4oZhev38Brb4zxhIqZ+Y145syZkSlTJhqhgXxRiFF54cIFHD9+HBcvXvR4kCKG5q9WJ8OEc0D8pCmRQL1ixk+ojUpzg9IxpnI1DWub1704ALx6/gzPHyvDUxmgT7URqo4P7uLejau4ff0SXiqD9FdFVvvNr/uMGTMiS5YsEJd1FhIgARIgAeMRoLFpvDmhRCRgeAKyP+zs2bM4duwYjh49qo/nzp37qSup7OlKptziUiVRxlGixEipjMuUiRMjtXpFc4yKIFmOMTxhJaBaLX328gUu3biFyzdv4vIN9bp1Uxmht3D97l3t9uhVDXELTpcuHbJnz45s2bLpV/r06RE6dBCs9noVzgY+i6u0uL6arnk5ygMWd+Vq+rPiFDcBEiRPjQTJUiJh0lSIp44JkqVCjNhxxJOV5RcE3r15hzvXLuHutcv6eOf6Zf3+rjr+ym1XVvtN170c5eFLeOXpwEICJEACJBC0BGhsBi1/jk4ChicgqzOyYmNuWJ4+fRpeA5LIHsS0yZIha9o06qj2XimjMlXiREgaLx5C0Nix6Dx/Vcb+dbXX79JNZYgqI/T8tes4fv6COl77YY+rGJqy+mO6ERcjNHXq1AxO9JsZkb3CsjppblieOHECEojKa4mdMAlSZcyOxKnTa8NSVizjJUmh9kkyEI5XVv75LKuiT+7d0QbobWV43r5yAdfOnsTVcyfxRbmxmxfZw5omTWpP1738PxAXXRYSIAESIIHAI0BjM/BYcyQSsAoC4g578OBB7Ny5E3v27IHcYEvaBK8lRaJEyJ4hLbKnTYds6dMhS5pUyoXTwWs1fg5EAh8+vMeJC5dw7Ow5HDmnVp7PXsCVW7d+kEDSVYjrYaFChVCkSBHkzp3b7m/C5aGKXOu7du3Sr8OHD+PVq1c/sIsRJz5SZcquXynVMWXGbIgcNfIP9fhF4BH4/Okrblw6i0snj+LyqaO4qF43L579YW9oiBAhkSFDehQoUEBf93Kk+23gzRNHIgESsE8CNDbtcN6fq31iI0aMwC11E9qlSxfkyJHDDilQZRMB2XMmqzdiXMrrwIEDOlel6bwcE8WNgxwZlFH5f8MyW7o0iKgiXLIYn8Cbt2/UqqdamVYG6FFlgB49ex637j/wJLikosibN6++ARfjU1Y/Q9noXlmT4hJ9VVy/Tde9PFh58+aN6bQ+RonupIzKHNqwTJ1ZGZYZssExZgxPdfjBmATcP6jV//OntAF66fRRfbx99aIS9r8A/LL6mS1bVo/rXv4P0PXWb/O5fv167Nu3z6OxcOzXr5/H502bNmH69On6wVanTp2Y/saDDN+QgO0ToLFpBXMsAVYaNGiAzZs3WyT4R8+ePTFs2DCteWK1b+6acr2TfXUs9kFA9p2JG6zpJvuff/6Bm0rdYV4ypkqJIrlyokjOnMiTKSMcZW8li80QeP78BQ6ePoOdavVu56HDOH3psifdJG9i/vz5PW7Cxf1Q9oNacxG3WImKbLruZQXTa1TYOImSImu+osicvyjS58gHJ5UXMigivFozZyPL7vbuvTI6j+DU/l04sW8nLhw/pPaZ/5eXN2TIUMoYyuVx3edUv3/MCeqzGW3bti2mTJniUVlWjCUPshTxEJBcwyYPmblz56JRo0b6nH//GTJkiM7z2qFDB/92xfYkQAIBRIAZxQMIrKW6vasCgRQuXBg3VYAQWYGyRLoDCXBhKpLHUNzHGEDERMQ2j5LDUp48b9u2Dbt37/a4CTBpKxFhC+fMgaK5cqFwjuw0Lk1gbPQYLZojyhUppF+iohifu48ew45Dh7TxeVntBf3777/1S85HjRpVu9yWKFEC5cuX1zeO8r3Ri9zs/vXXX9iyZYs2MuX/gXmRVCJiWGYRAzNfEcSOH8/8NN/bGIHwERyQNX8h/WqCASpX6AecPbwXx/ftwMm9O3H5zHHs3btXvwYMGKD/3ubLlw/FihVDhQoVIOlXWHxPQHLJmgxNaS15ZC1RxNDs3bs3nJ2dLdEd+yABEgggAlzZDCCwluhWboxkT5WsPEp5/fo1LJFjbP/+/ahcubJ2lezfvz9/qC0xWQbrQ1ZxJB3DunXrsHbtWu0may5iQrViUzR3ThQT4zJXDsRSqUZYSMBE4OHjx9h16Ai2K+Nzx8HDKh3LQ9MpfRTX+4oVK6JSpUo62JAEhzJKkQd0ct3La9eu3Z5WriI5Rtcrl1mUgSlGZvzESbhyaZSJM4Acb169wekDu78bn/t24abaB2peJOWK6bqXVU96BP1Hx7uVTfl7VLduXSxbtky76K9ZswZx1N8g/xTZCuTi4qK7EGNz7Nix/umObUmABAKQAI3NAIT7s67FbUuCUIg7l7iqpU2bVufGCxnS8yKzPPkrWLCgDrNv6keezkeM+N8+Obnhk8iIYlSYFwn5LhH35HsJ9CJ7J6Sv2LFj63QJR44c0SkqZKVUXISSJk0Kp/8bG9JGjFpTiabyHEpSeQkaI6kuzpw5o2XIkCGDvsk01fN6lD8usmoqBvPHjx+9ntafJU+g+R8cn7L5aWf8Us+pzLfJwDQ9pBA0YdU8l8qbR69kFVNuYglVhFgWEvARAfV/+ZZamdih3G037tyNv/ftx0cVDddUJOWE6QY8l3p4EdjutvJbI3sv5aGKXPuS79JUggcPgQy5CyJfyQrIWqAYEqdKy5QjJjg8/pbA8yfPcHL/ThzavgkHt27A29ff3UKlYcyYMfVqpzxwkX3O9h7l1jtj886dO/peQO4jxDtLPKmyZs36A3+f3gOIYdm5c2eP9tWrV/f00FzuK+T+wrz4tG/zNnxPAiRgGQI0Ni3D8be9PFQrA7Vq1YLsj/Na5I9Wr1690K5dO31KjDRZ0ZR0E94VMUjFuJBVSvNy8uRJrF69GuJiIkEwpIhRuXz5cuTJkwcxYngOcDF+/HiY9juIASvBYkyldOnSaN68ORo3bvyD62XDhg0xdepUSGRLU7l+/bp+wrhgwYKfpggw1ZOjBA+QlVXfsDFvz/fQDwG2b9+ub7Q3bNiAp0+femBxVHtmKhQuiMrFi6FEXok2Gs7jHN+QgF8JfPjwHlv3H8Ta7TuwftcevDCL2Cq/LeJuKDfgRYsWtYjb/8/kFNd/CWQlBqa8ZJuBqYRREZFzFimNfKUqIXfxcojsGMV0ikcS8DOBL5+/4Yxyud331xrs3bwWj+/d9uhLHhyXKlVKX/dlypTRbuceJ+3kjXfGpnfnBI9v7gEmTZqE9u3be0u1ZcuWmDZtmq7jm7697ZQnSYAE/EzA83Kan7thQ+8IyOqjPMWTH72flcfKZU1WLcXYlKdvcpP2O0PzZ/2YvpO9eYMGDTJ91EdZXYwfP76n73zywXzfltf68+fP16uiffr00adkJU1SKIgOPi2+YePTPm29nsylRPZbvHixDhplvhcmcby4qFSsKCqrV77MmRDMy4q5rbOhfgFPQNLbVFTXl7z+VUbf3hMnsXbHTm183rx3H7Nnz9YveQglD6vEfU5uwP0baEUenEnE2EWLFukVTImqbSqRo8VQq5cVka90JbWCWRxhw4U2neKRBCxCIGSo4Gpvb0H9ajdkPK6dO4O9f6/FPmV4XlN5PleuXKlfkl6lUKGCqF27NqpVq4bIkZkWx7sJ8M09gBiQvzM0zcfyTd/m7fieBEjAsgRobFqW5097kyiyXg1NWWFMkyaNdqkVt1pTEaPzV4am7Isy3yPyK3c183Djpn7Tp08Pca/1jSFoauvdcdy4cXqDvsgmK51e+5colpIY/e3btx7diBtN/fr1dcoV37Dx6MAO34ir4CG1f27hwoVYunSpp1XmrMoVu1LRwnoFM23yZOAmNDu8QIJIZXmYUUAFlJLXWJduOHflqjY612zfqfJ9XsCqVav0y9HRETVr1tRRtWWvm2/2eF66dElf92JkijueqUjk2PxlqugVzHTZ8yj3XdMZHkkgYAnIFuXk6TPoV+NuffHgzl1tdO5TxueZg3uwY8cO/WrTpq3yPKqk/95JcC2v22UCVkrr6N039wDihSX3PRJR3Wsxvx8ycfZN317742cSIAHLEaCxaTmWv+xJ9jp6Ld26ddP7nOT7Y8eOeeSnklUAeY0aNQpSx7xI+HC/BgiS1Cl+LbL3YeLEidrAkVVMCcBhKhLtUVZm5emtufutnN+4cSPKli2rDU0JrGAyuGXfxh9//AHZ3/Uzw/hXbExj2tNR3APlJlvcks33YEpqkgYVK6BG6RKIF9t/gRbsiSd1DUAC6g48XcoU+tW7TSvce/gAy/7agvlr1+GsMkJlVUJessdTfo/q1auHRIkS/VQgeWglD1Xkujf/XXGKmwAlqzdA0cq11f7LNHyu8lN6/DKwCcRJEB81mrfTr9cvXqkVzzXYunwBTh3cra9juZZlu0ydOnX0tS8PYX3zwCWw9QnM8Xxzf3T58vcUTRKHwtyj51cBgnzTd2DqzLFIwN4I0NgMhBn/2UZ4056mvn37okCBAjpCmyVFqVq1Krp06aKfAMpRDFi/FDEiJS9dkiRJdHMxLLt37+6pKzE+Za+gBBwylXgqAI0YmlIkqJEEUBC3T1MRdzgxNoOCjUkGox4lQNOKFSv0jbaE4TeVWNGjo175smhQqSLSK2OThQSMTEAegnRu8od+nVV5POevWYfFGzfp4Gjy0Epe8tsnhqe4G0qAFXlAJav3G1W9r//Pf+gQPiIKVaiBkjUbImOu/AzwY+RJp2x6j3C5un9AXrLiuX3VImxeNh/3blyGeALJSzyNxLtH/i6bB8mzR3wBeQ8QkH3b41xRZxLwK4Hgfm3Idj4nIAEzxIXMaxFXG4kSKzm8TMmPvdbxy+dMmTLpp6lizOXNm1cHEZJItH4p4u5rMjSlfbp06X7oxt3dXa9QmD+pleBFEvVWyu3bt/WeVPOG4lYnJbDZmMtgpPfiFiT5ACWIlDwBb9asmc71JlFk65Qvgy2zZ+DBnh0YpVwVaWgaaeYoi08IyDU7ukc3fQ1vnjUdtcuqPZwqIqUETGvatKnK6+qoH0qJ0SkRZWV/Zs4iZdDXdSnWnn8KlwmzkDkPDU2fsGYd4xCQFc8Gzj2w+OAlTPv7CCo1botIURx1ZHfx4IkXLz5KliypH8SKx489loC8BwjIvu1xrqgzCfiVAI1Nv5LzZTtxo5k5c6an1CWmLsTolEh2si/Pu2KKLOtdHTnXtWvXANsb8qsgH7J6KQERTEWiRUoybNmXmjhxYk97OcUFRv7Amool2Jj6srajBDkZOXKkDrQkK8GSh0wCABXJmQPzhg7G0/3/YPHoUSiRLy+D/Vjb5FLeHwjIHs+S+fNh7rBBGNu9KxL8/yGY/LaZPCMiRImK+h17offUxShWpSbCOoT5oR9+QQLWREB5mCNt1uzoNHwS1px7giHz1un9xsHV/sOtW7dql3LxBhKvoVu3blmTahaR1b/3AN7dG/m3b4soyE5IwM4J0NgMxAtAnuDLHxKJFCuh0s2LrAJKIAxTMV8lNH13T+W6MxUJuCMpUn5WxMALiuLq6oqOHTsiVKhQeni5eZRgR+ZGtBilEsU2QYIEnkT0DRtPDa30g6SnadKkCeLGjatvMGT1N0n8eBjq3AF3dm3FjgVz0bBqZUSI6Pk6sVJ1KTYJaAJ3VN5dl1FjEDt/EbQZNAR3VITuyMq4rFC5FqrUaIjYceLh3auXWDBuEKpmjIURHZvh6tkzpEcCNkMgVOgQytCsoAzOVVirDE/nEa5ImSEbXrx4oR88Jk6cRMdzkJRW5n87bQbALxTxzT2A1/sj83sj6V5SsJkX3/Rt3o7vSYAELEOAxqZlOHrby5o1a/TKpeTEFHex3r17Y8yYMT+0kaitpiJGiNciLpbSVoLryHnJpWmkIobksGHDtCuouVxOTk469YEEA7py5QpkP6mp+IWNqa21HT99+qTdm8W1OUuWLJgzZ45exSydPy82TZ+K61v/Ro+WzRE/zo9zb226Ul4S8CCgPDa27z+ASi3bIGGREhgxaw5eqn3JqdKkR6+BY7D6r8Po1nsEOnUfiKVr/8HI8XOQI3dBfJIUP3/OQpOiGdGmXH5sX7Mcnz/9GIXSYxy+IQErIyA5YCv/0QIzth3VbrYlqtVHCLX6L+nLihcvrj2DJk+ejDdv3liZZj4X1y/3AF7vj+ReSAzKnj176ij38jdWil/69rnkrEkCJOBTAgwQ5FNS/qgnK3yS0kReEnBHjC/zEP6mriViq6n8bHXy/PnzkJeRi0TRlQAfpiKrdzNmzPCUssV0To5+YWPe3hreP3jwQDOYPn06ZC+rlIgRwqNJ1SpoW7cWkiZMpL/jPyRgSwTevX2H+Wr/5aRFf+LyzVtaNbmRLlaivFrFbIA06TL/EJFT0hfkyV9Uv+7cvoE1KxZi0/rlOHtkn35Fc4qNCg1boXyDFoge08mWcFEXOyZgcrNNm3UBWvUfi42LZmD9vKna20nyb7u49FAPmRuhTZs2SJUqlU2R8ss9QFqV7kseXJuKrABLfl9TkbgHUvzSt6kPHkmABCxHgCublmPpo54k0ujVq1f1ipZ5A1ntS5YsmcdXEhq9YsWKHp+t5Y15zlCRWf4AyD5P2bcpCd779+8PSeHys+JTNj9ra8TvDhw4oPexisvwgAEDtKGZVs2xa/++eLR3F8b1dKGhacSJo0z+InBVpetpN3AIYhUojLaDhmpDM3oMFfSqZWes+esQ+gwaj7Tps/xgaHodNEHCJOjQpR/Wbj6CTj0GI1HiZHj+5CHmjuqL6pniYEDzOjh39LDXZvxMAlZNIJpTdDTs1BPLjt/BwFmrVATmgnBzewdZ4UydOrVe8TQF0bJqRX8ivE/vAcTDyzyv5k+6+uErn/b9Q0N+QQIk4G8CNDb9jfD3HeTOnVsH7fnZE0lZ6ZT0J5JPzmuRvY2tWrXSKQHMz8WIEUPn6ypUqNBPf3C9+xEOHvzHKTevb/5exvzdZ691JJy71yLBgmSvqiRYFqNLjOpdu3bpan5l43UMo3yWJ6wS8EFSOogrjwQnkOAFVYsXw+6F83Bu41q0qF0TDg7hjSIy5SABixA4c/ESanToiBSlymHy4j/h9v49MmbJgUEjpmLlhv1o2Kw9HKPF8PVY8n+linIvXLhiOya4LkGBwiX1/6kda5egddlcaFehEI7s3qH2t/m6azYgAcMSCBkquEr5UwWT1u/GnF1nUaF+C4QJGw6yl1NSp0lkeMnBLH9fjVC8u1fw7pxf7gFkG8qmTZu0m7G57iGV54RE4Ze0SlL80rd5f3xPAiRgGQLB1M0x/0RbhqWPenFzc9MutBLmXPJribuH183uXjsSY0X2c0rbhAkTIkqUKF6rGOKzJFYWl1nzZMu/Ekye0F64cMHTab+w8dRBEH6QOdqwYQMGDx6MY8eOaUkiqz2sbWrXQqs6NSA5B1lIwBYJHDp1CkOmTcfG3f9o9UKGDIXS5aqias1GSJYidYCo/OjhfaxduRBrVi6C27u3eoxUmXKgQac+yFOiHHNxBgh1dhrUBN68eoO/l8zBihnj8OT+HS2OpCaTKLYNGzbUXkRBLaN/xvfLPYDsZ72pvCkiRYqkAw96NWxN8vilb1NbHkmABPxHgMam//ix9f8JLFmyRK+2moDInoqVK1fqHJ0SOffs2bM6efvdu3d1FVlhlfycpsi1pnbWdpT8mMuXL8fQoUNx7tw5LX50x6jo0qgh2tSpzWiy1jahlNdnBNQzyl2Hj2gjc8eh766s4i5fqVo91KrXHDGcYvmsH3/Wevf2DVYro3PZopl4raLYSkmSOgPqqdQphSvUUJ4Z/hyAzUnAgAQkUNZWdd0vmjAE929e0xJK0BxJeyY5mh0cHAwoNUUiARKwVwI0Nu115i2st7jHyn5MUylfvryOqGf6LPkkkydPjpcvv98QSjAk81QvpnrWcpTIsuLCNHz4cL0HV+SOqwKWdGvSGM1rVlOuz+GsRRXKSQI+J6CMzL/2/IPB02bgoFrRlOIQPgKqqoA/Neo0QVTH6D7vy4I1P3x4j/Wrl2DJQlc8e/o9JVS8JClRr0NPlFAGsLgkspCArRH48uVf7FYBtBaMG4xbl78/7JRtNp07d9ZbcGS1j4UESIAEgpoAjc2gngEbGX/fvn3Inz+/J23ERVjcZcWtVlb9zN1rJUT5kCFDPNW3hg/i/iwpS0aOHOkRUThxvLjo0bwZ/qhUESHDhLYGNSgjCfiOgHITX7V1O4ZMn4GTFy7qthEjRUatOk1RpVYjRIxojJvaT58+4q/1K7BIRfIUV1spMeMlRO22LiirjOEwYb/nANYn+A8J2AgB9d8T+zevx4Kxg3D5zPdtHLLdpn379ujQoYNOuWYjqlINEiABKyRAY9MKJ82oIosRJvs2vcsJFjp0aAwcOBBdunT5IfiQUfUSuWQl09XVVecRNaUvSZ00CXq3aI7aZUsjmApMwEICNkdArWSu2rIVfSZOxsXr3/MAO0aLjtoq9UjFKnUNG+jqi0o3tW3rOiycMwV3bn2XO6py7a3XoRcqqdQpoULTv9bmrlUqpINkHd21Ta90njn8fQ91eOV50L59O3Tr1s2w8R44dSRAArZNgMambc9voGv3USVil2isskfz2bNnePHihd6XKVF3ZZWzaNGiSJQoUaDL5dcBJfCP7MmUlVgJQiAlU+pU6NOqJaoULwpGIvErWbYzOoF/jhxF11FjcOTMWS1qzFhxUFcZamUr1rSaQCSyp/qfXZsxf9YkXLv6fUU2tkqp0rzXcLWnszr/+xr9IqR8fiZw6uA+bXQe271F9+Ho6AhJGdK6dWur+f/rZ+XZkARIwFAEaGwaajoojJEI7NixQ0f5O378uBZLVjKHd3ZGhSKFoUIIG0lUykICFiNw4eoVdB89ziO6rOzDbNLcGeUq1VR7H63TDVWCru/dvRWuk4d7rHSmzJgdrfqNQpZ8BS3Gjh2RgNEInD92BK4Du+H0oT1aNHnYK1HTa9eurR62cC+z0eaL8pCALRKgsWmLs0qd/EXg9OnT2sjcsuX7E+HYKuDCoA5t0bhyJbrL+ossGxuZwINHj7S77NzVa5U73r8IF84BtRu2QK26Et3SNvLCSk7CTeuWYfb0sXjx/JmejpxFyqBFnxFIljadkaeHspGAnwmo/844uO0vuA7q7hFIKHPmzBgxYgSKFy/u537ZkARIgAR8QoDGpk8osY5dELhz545OBr1gwQKtb4Tw4dGjWRM4N6qvb7ztAgKVtDsCb1T6kOEzZmPsvAX4qPYmS566ilXrolHT9nCMFsMmeUj02uWLZmHxAlcVuMxN61hK5QVt3H0wYqmAXywkYIsElFc5Ni+bhznDe+Ppo+8BtMTYFKNTjE8WEiABEggIAjQ2A4Iq+7QqApKORfJkTpw4UQcCCqmC/bSuXRN91b7MaNEcrUoXCksCPiXw5eMnTP5zCQZOm46Xr1/rZoWKqlW+tt0QP0Fin3Zj1fVevnyu9nNOxJoVCyH7O0OpAGZVm3XUgYQiRTFGhF2rBkzhDUnA/f1HrJwxHosnDoXbuzdaxrp162r3WmuKqWBIuBSKBEjgBwI0Nn9Awi/shcBnFbFy8uTJOjruq1evtNq1ypTGUOf2SJwggb1goJ72RuD/EWa7jByNW/cfaO0zZsmB1u17IG36LPZGQ+t77+5tzJw6Cju2btCfI0aOikZd+qNyk3YIGZL7s+3yorADpV89f6mCCA3CmjmT8fXLZxXML7SOXNu3b18wR6cdXABUkQQCiQCNzUACzWGMRUDygrZq1Urn/xTJiuTMgZHduiBrurTGEpTSkIAFCVy7dRNtBg7F1v0HdK+JEidDy3YuyFugmIp5RaPq4vlTmDphKE4eP6z5JE2TEc4jpiFDztwWnAV2RQLGIvDw9h3MHNYT21cv1oLFjh0b48aNQ40aNfi7YKypojQkYJUEaGxa5bRRaL8SePLkic43Nn/+fN1FYrU/a1LvnihbSEWk5M22X7GyncEJuLt/wFDXmRg+aw5kRT9ChIho3q47KlSqrVbumCPWfPokONL+f7Zj/Kh+ePTw+7620rX+QMu+oxE1Ot3qzVnxvW0RuHTqBMZ1b42LJ78/bClWrJj2/kmZMqVtKUptSIAEApUAjc1Axc3BgoqA7MeaMWOGzpcpLrOhVAoHCf7Ts2UzlXMsbFCJxXFJIMAJbNq1G20HDfFwmS1TvhpaKZdZSWnC8msC7h8+YMG8Kfhzniu+KBdDca1t3nsEytVrpoIo/bodz5CANRNQqaWxUQXPmj6oG96+fqkeRoVS0dm76b+dDg4O1qwaZScBEggiAjQ2gwg8hw08AseOHdMus3KUUjJfXkzp2xNJEybSn/kPCdgigbsP7qP9oGFYu3OXVi9JspTo7DIYGTPnsEV1A0ynO7dvYNyIvjh6eK8eI1WmHOg8yhUpMzJ6Z4BBZ8dBTuDlsxfa4PxryWwtiwQOkiB65cuXD3LZKAAJkIB1EaCxaV3zRWl9QUCizPbq1QvTpk3TreLGdMKEnj1QtaTKK0aXWV+QZFVrIvBVpS8ZNXceBkxxhfvHjzptT5OWnVGtZkOEVCv6LL4nIK61u7ZvwsQxA/Ds6RPdQaXGbdGsx1C14hnR9x2yBQlYCYEzhw8q19pWuH7htJa4QoUKmDBhAsT4ZCEBEiABnxCgsekTSqxjVQTkxlByZXbt2hVPnz5F8ODB0alhffRv2wbhI9hGcnqrmhAKG2gEdh48hNYDBuHyzVt6zKIlyqOtc2/EcIoVaDLY8kBubu8wd8Y4LP9zDr4pf8Mo0Z3Qut8YlKxRj8+vbHni7Vy3L1/+xZrZkzBb5ed87/YWYcOGUzmpe6Nz585qG0oYO6dD9UmABH5HgMbm7wjxvFURuHXrFpo0aYKdO3dqufNlzQLX/n2RNkVyq9KDwpKAbwi8ffcW7QcPw7w163QzyZPZyWUQsufM75tuWNeHBK5fvYTRKnrn2dPHdYss+Yuh+/i5iB0/ng97YDUSsD4CTx89xtS+ztixdokWPnXq1JBge9mzZ7c+ZSgxCZBAoBGgsRloqDlQQBKQ1cxZs2bB2dkZbm5uiBY1inL96Yr6lSrSZTYgwbPvICewbd9+NO7VB/fUjaDkyWukckPWbtgCoUNzxSEgJ0dWNv/euApTxg/Gm9ev4BA+AtoMmoBydRtzlTMgwbPvICdw7J9dGNutFe7duKw8h0Ko4EE91EpnH/WbEzrIZaMAJEACxiNAY9N4c0KJfEng3r17aNasGTZv3qxbVi1eDK4D+yK6YzRf9sTqJGA9BNzeuaHzyFGYvmyFFjpVmgzoPWAcEiVJZj1K2ICkL54/VaucvfDPri1am5xFyqDb+DmIESumDWhHFUjg5wTcP3zCzKE9sGL6OFXhX2TMmFGvcsqRhQRIgATMCdDYNKfB91ZFQFYzFy5ciPbt2+P169eIEikSpvXtjVrlynA106pmksL6lsCeI0fRyKWnTmcSQuXJbNzCGXUbtGTOTN+CtFB9+S3a+vdaHbX23bs3iBApCjoMm4IS1epwldNCjNmNMQmcPrQfQ9s1wEMVtTlEiJDo168vXFxcdHoxY0pMqUiABAKbAI3NwCbO8SxC4NGjR2jRogXWr1+v+ytXqABmDhqAWE5OFumfnZCAEQm4u39A99HjMHHhYi1e8hSp0UutZiZTR5agJ/D0ySOMGNQdhw7s1sLkK11ZpUmZgWhOzGka9LNDCQKKwPt3H+A6qCvWzp2ih8iWLZte5UyTJk1ADcl+SYAErIgAjU0rmiyK+p3AsmXL0KZNGzx//hwRVXTZSWq/SMMqlbiayQvEpgkcPHkKDbv3xNXbt3WE5YaN26FB07Z6n6ZNK25lyskq58b1yzBp9EC8f++GiFGjocuo6ShcoaqVaUJxScB3BI7u2YkRHf/Ak/t39J7xwYMHoVOnTmrFM4TvOmJtEiABmyJAY9OmptO2lXn27Blat26NFSu+71ErkTcPZg8ZgHix49i24tTOrgl8+vQRfSdMxsjZcyGGTOIkydVq5ljIHk0W4xJ49PA+hg/shmNH9mkhi1SsBecR0xDZMYpxhaZkJOBPAm5v3TC5T0ds+nOW7ilPnjyYN28ekidnRHh/omVzErBaAjQ2rXbq7Evwbdu2oX79+nj8+DEcwoXDWBVptkWtGlzNtK/LwO60vXTtGqp37IJzV6+qvX/BVJTZlmiq9mcy0qx1XArycGDNqkWYMm4wPrq7I6rKd9pn6p/IVqCwdShAKUnAjwQObN+MUR0b4/mThzov56RJE3VaMvkdYyEBErAvAjQ27Wu+rU7bL1++YMCAARg8eLCWPX+2rFgwfAgSxY9vdbpQYBLwDYGFa9aiRf9B+KCMlHjxE+nVzPQZs/qmC9Y1CIF7d29jaP9OOHPqmJaoYef+aNSln3IvNIiAFIMEAoDAm1dvMKFHG2xTD1yk1KlTB66urogYMWIAjMYuSYAEjEqAxqZRZ4Zy4cGDB6hduzb++ecfTaN/29bo17oleIfGi8OWCXz48B6t+g/G/LXrtJoly6ggMz2GwMEhvC2rbfO6ff36FfNmTMDcWRO0rpnyFkFf1yWIHpNBzWx+8u1cwc3LFmFMtxb4qH7bUqRIobfCZMjAbQB2fllQfTsiQGPTjibbmlTdsmWLdpt9+vQpYkaLhiVjR6FwrpzWpAJlJQFfE7h47Sqqtu+Ei9dvIEyYMHDuNghlK9bQLrS+7owNDEng2OF9GNC7A16+eIYo0Z3QZ9oSZC9YxJCyUigSsBSBW1euoG+Tqrh1+Zz6bQuLiRMn6PzYdKu1FGH2QwLGJRDcuKJRMnskIG6zvXr1QqlSpSCGZrHcuXBm/SoamvZ4MdiTzmpv3/xVa5ClSk1taCZIlAQzF2xAuUo1aWja2HWQLWc+zFuyGVmy58arZ0/QuXpRzB7eD2rhk4UEbJZAIrWiOWPLMZSt0xQfP7rr1GV169bF27dvbVZnKkYCJPCdAFc2eSUYhsD9+/e12+zevXv1DfbAdm3Qu2Vzus0aZoYoSEAQkPQYLfsNwsL1G3T3pcpWRSeXQXSbDQjYBupTu9XOnoi508drqTLlLoQ+05ciRqyYBpKSopCA5QlsWfEnxnRtDnf12ydRapcvX45MmTJZfiD2SAIkYAgCNDYNMQ0UYvPmzdptVtKbxIoeHUvHjUbBHNkJhgRsmsCFq1e02+ylGze122yn7oNRpkJ1rmba9Kx7Vu74kf3o36u9dquNHC0G+qpotdkLF/NciZ9IwMYI3FYRtsWt9ualszq6trjVNm/enL99NjbPVIcEhADdaHkdBCkBcZvt2bMnSpcuDTE0JXemuM3S0AzSaeHggUBg3srVyFq1FsTQTJg4KWYu3Mj9mYHA3WhDZM2RV7vVZs2RB6+fP0XnmsUxc2gfutUabaIoj0UJJFQrmtOVW235es0huYRbtmypPZvevHlj0XHYGQmQQNAT4Mpm0M+B3Urw6tUr1KxZE1u3btVPMwd3aIeeLZqpRyB8BmK3F4UdKP7t82e0GzocU/9cqrUtU74anLsPQrhwDnagPVX8FQFxq10wdzLmuI6D5OfMUaQ0+s9YjgiRIvyqCb8nAZsgsG3VUozu0gwf3N4hbdq0WL9+PZIkSWITulEJEiABgMYmr4IgIXBFRaYrX7485BgtahSsmjieq5lBMhMcNDAJvHr9CtVUtNkdhw4jZMhQ6KJSmkgQIBYSMBE4fvQA+rq0xutXL5EgWWoMXbQRCXjjbcLDo40SuHPtGno1rIjbVy/A0TEaVq1aiUKFCtmotlSLBOyLAJeQ7Gu+DaGtrGTmyJFDG5rpUyTHiVXLaWgaYmYoREASuHz9OrJVq6UNzaiO0TFpxjIamgEJ3Er7zpo9j45EnDhpCty5dhGtSmbD0T07rVQbik0CPiOQIFkyTPv7MHIWKYMXL56jWLHimD59us8asxYJkIChCYTor4qhJaRwNkNAXMMmTpyoAwG5u7ujUpHC+HvmNERXeTRZSMCWCfy95x8Ub9Icj589R/KUaTBRRR1NkiylLatM3fxBIGKkyChZpgpu3biKa5fPY/uqRYgYOTpSZ8mhthz4o2M2JQEDEwgdJjSKVq4L9w/vcfbIPmzcuFHHcihevDhChAhhYMkpGgmQgHcE6EbrHR2esxiBT58+oXXr1pg9e7buU1KaDFJ7NLk/02KI2ZERCagHLGPmzEOXkaO1dIWLlUXP/qO5P9OIc2VAmb59+4aZU0dh4dypWjoJptJx+FSECs0bbwNOF0WyIIG/ly7EqM5N8eXzJxQpUgQrVqxQ7rWOFhyBXZEACQQWARqbgUXajsd58uQJqlatin379iFM6NCYP2wwapYra8dEqLo9EJAIi81698eCdeu1uo1bOuOPph0Y2t8eJt/COm79ey2GDeiKz+rGO2Oughg4ZzWiRueNt4UxszuDETh39DB6NaqIl08fI2nSpNiwYQNSp05tMCkpDgmQwO8I0Nj8HSGe9xeBM2fOoEKFCrh9+zbiOMXAuqmTkS19On/1ycYkYHQCT549RcU2HXDo1GmECRsWvQeMQ+FiZYwuNuUzMIEL506iR+dmeK6urVjxE2GYSpWTNE1aA0tM0UjA/wQe33+AnvXL4+q5E4gYMRKWLl2CMmX4W+p/suyBBAKPAAMEBR5ruxtp7dq1yJ07tzY0sysD87gKBERD0+4uA7tT+PSFiyp/Zk1taDrFjI1pc9bQ0LS7q8DyCqdJlxmzlIGZKk16PLp7C63L5sS+vzdYfiD2SAIGIhAzbhxM3rAfBctXx9u3b1C2bDmMHj1apwcykJgUhQRIwBsCDBDkDRye8juBKVOmoGHDhsrt6zPqlC+DdVMmIkrkyH7vkC1JwAoIbN9/QAcCeq5yyKbLkBkTXJcgnlqFYiEBSxAIHz6CDhx07/5tXL14DjvWLkGU6LGROnM2S3TPPkjAkARChQ6JQsrYDBYsBE4d2IVt27bpwEGlSpXitgRDzhiFIgHPBGhseubBT/4kIBFn+/XrBxcXF93TYBUEaHzPHjqnoD+7ZnMSMDSB5Zv+QpX2zviogmEVL1URQ0fPQATl9sVCApYkEDKkuvEuUhrBggfDyWOHcGj7RrXKExyZ8hRkpFpLgmZfhiIgUZgz5y2IhCnSYd/mdTh86BAuXbqkt+nI/wkWEiAB4xLgnk3jzo3VSfb161cdcXbGjBn6aePMQf3RpHo1q9ODApOAbwlMWrAI7YcM081q1m2CNh17q0DL3KXgW46s7zsC69b8idFDemqXwgoNW8FZRaplhgjfMWRt6yNwYt8evY/zvdtbFC1aFGvWrFH7OSNanyKUmATshACNTTuZ6IBWU/Jm1q1bF6tXr0bo0KGwfNwYVCxWNKCHZf8kELQE1Ep+n/ETMdh1hpajZXsX1G3Qkq5dQTsrdjX6np2b0b9nOx2ptmC5aug99U8VlCqUXTGgsvZH4MrZ0+haq6SOVJs1a1b89ddfcHJysj8Q1JgErIAAjU0rmCSji/j69WtUrFgRe/bsQaQIEbDRdQryZ+ceIqPPG+XzH4F/v3xBs34DMHvlar2K2b33CJStWMN/nbI1CfiBwMnjB9HduSneu71D5jyFMXThBoSPGN4PPbEJCVgPgfs3b6FTjaJ4ePsGkiVLhq1btyJx4sTWowAlJQE7IUBj004mOqDUfPToEWST/unTpxE7RgxsnT0D6VKmCKjh2C8JGILAx4/uqNWxC9bu3KVW8kNjoHJfzFewuCFkoxD2SeDqlfPo3LYhXjx/iuTpsmDk0i2I5hTdPmFQa7sh8PzJM7XCWQLXVGqgWLFiYfPmzciYMaPd6E9FScAaCNDYtIZZMqiM165dQ8mSJXHjxg0kT5gQ2+bMQMJ48QwqLcUiAcsQeKPC75dr2RZ7jx1HhAgRMXLCXGTIlN0ynbMXEvAHgfv37qBT23q4f1flNU6UFGOWbUfcxIn80SObkoDxCbi9dUOPBhVwav9OnYtzw4b1KFiwoPEFp4QkYCcEGMHCTiba0mqeOHECefPm1YZm1rRpcWDpQhqalobM/gxH4NGTJ8hXp4E2NKPHcMLU2atoaBpuluxXoLjxEsB1zmqkSJUWD25dR+tyuSB721hIwJYJiMv4qCWbIXuWJRdniRIlddAgW9aZupGANRGgsWlNs2UQWffu3aufGj5RN97F8+TGngVzEd0xmkGkoxgkEDAEbt+7h9y16uLslatIkDCJuqlfgyTJUgbMYOyVBPxIIKpjdEyavgxZc+TRwVPaV8iH04cO+LE3NiMB6yAgQbH6z1wBicr86dNHVK1aDXPnzrUO4SklCdg4AebZtPEJtrR6YmjKHk03NzfULF0KqyeOQ5hw4Sw9DPsjAUMREEOzQL1GuP3gIVKlyYAJrksQ3SmmoWSkMCRgIhA6dBgULVEed+/cxJVL57B7/TJkyFUIseLFN1XhkQRsjoBkm8pdvKyKBh4CJ5VL7bp165EwYQJkzpzZ5nSlQiRgTQRobFrTbAWxrCZD8/3796hXsRz+HDkcwUMxxH4QTwuHD2ACJkPzzsOHSJs+E8ZPXYxIkaME8KjsngT8RyBEiJAoULiU2r95C5cvnqXB6T+cbG0lBIIFAzLnLYhQoR1wfO82GpxWMm8U07YJ0Ni07fm1mHZeDc2Fw4aC2cMthpcdGZSAV0Nz7ORFCK+CArGQgDUQCK6WevIXKkGD0xomizJalECGXHlpcFqUKDsjAb8ToLHpd3Z205KGpt1MNRU1I0BD0wwG31otARqcVjt1FNyfBGhw+hMgm5OAhQjQ2LQQSFvthoamrc4s9fKOAA1N7+jwnLURoMFpbTNGeS1FgAanpUiyHxLwOwEam35nZ/MtaWja/BRTwZ8QoKH5Eyj8yuoJ0OC0+imkAn4kQIPTj+DYjAQsRIDGpoVA2lo3NDRtbUapj08I0ND0CSXWsVYCNDitdeYot38J0OD0L0G2JwG/E6Cx6Xd2NtuShqbNTi0V84YADU1v4PCUzRCgwWkzU0lFfEmABqcvgbE6CViIQLB/VbFQX+zGBggcPnwYRYoUgSm9CaPO2sCkUoXfEnjw6BHy1K6v8mg+0OlNGHX2t8hYwcoJfP36FYP7OmPb5nUIFz48xq3ajTRZslm5VhSfBH5PYNGEkZgxpLuqGAwLFy5AvXr1ft+INUiABPxMgMamn9HZXsOLFy8iX758ePHiBepWKItFw4cxvYntTTM18kLg1etXyFunAS5cu4406TJh7OSFiBAxkpda/EgCtkfA3OCMGDUapm06hATJktmeotSIBLwQMBmcko9248YNKFWqlJca/EgCJGApAjQ2LUXSyvu5e/cu8ubNCzmWK1QA6yZPRPBQoaxcK4pPAt4TcHf/gKKNmuLAyVNIlDgZps5ehUiRo3jfiGdJwIYIfPn8GT06N8PB/bvgFDcBpv51GE6xY9mQhlSFBH5OYOqA7lg6ZSTChXPArl07kTNnzp9X5LckQAL+IkBj01/4bKOxrGTmz58fFy5cQJ7MmbBj3iyEDRvONpSjFiTwCwLf1E12xbbtsXH3P3CKGRuuc9fo4y+q82sSsFkCHz68R8dWtXH+7CkkTpUek9bvQ6QoXN232QmnYpqAbCIb1v4PbF42D46O0bB//z6kSpWKdEiABCxMILiF+2N3VkZA9maWL19eG5ppkiXFpulTaGha2RxSXD8QUHcZTfr004ZmxEiRlevsIhqafsDIJrZBQFZ2Ro6fh4SJk+LmpbPoUa8s3D98sg3lqAUJ/IJAsGBAt7GzkatYObV96DlKliyJe/fu/aI2vyYBEvArARqbfiVnA+0+q5WdGjVq4MCBA4gfKxa2zZ6BKHQhtIGZpQq/I+AyeizmrVmHMGHDYtSEeUiUhPvUfseM522bQOQoUfVDlxhOsXD2yD70b1YdX74wfqBtzzq1CxkqOAbOWom02fLgzp07eu+meHuxkAAJWI4AjU3LsbSqniQIcbNmzbBp0yZEjRwZ2+bMQBxlcLKQgK0TGDd3HkbMmgNJATF4pCvSZchi6ypTPxLwEYGYseJg7JRFiKgCZB3Yuh6j1V5Oxqv3ETpWsmICYR3CYPjiv5AweRqcP38eFSpU0BH5rVglik4ChiJAY9NQ0xF4wri4uGD+/PkIp1Z2Ns90RcqkSQNvcI5EAkFE4M91G9Bp+Cg9es9+o5E7b+EgkoTDkoAxCSROkhwj1Wp/6DBh8NeS2SpFRE9jCkqpSMCCBCJHjYzRy7cheux4au/mftSsWVOt7H+x4AjsigTslwCNTTuc+7Fjx2LkyJEIESIEVk8ajxwZM9ghBapsbwQ2/7MXDXr00mq3ce6FUuWq2hsC6ksCPiKQPmNWDB4xTa/+L544DCumT/RRO1YiAWsmEDOuWtlfsUMFx3JU6VA2onnz5mpln67k1jynlN0YBEL0V8UYolCKwCCwePFitGzZUg+1aMQwVC5ZPDCG5RgkEKQEjp45i9LNWuKT2qdcu35zNG7uHKTycHASMDqB+AmTIGacuNi7eyuO7NqMeElSIWmadEYXm/KRgL8IRIkWDRlyFcL21Ytx7NhRfPz4EcWKFfNXn2xMAvZOgKlP7OgKkEBAhQoVggQGGuvSFc5/NLIj7amqvRK4/+ghslapicfPn6NU2aro2X+0XrGxVx7UmwR8Q2DxAldMmzAMIVXe5Unr9qlAKjl805x1ScAqCRzYvhk965XDt29fMXfuXDRq1Mgq9aDQJGAEAnSjNcIsBIIMEmWtcuXK2tBsU6c2Dc1AYM4hgp6Au/sHVGjVXhuambPmhEufETQ0g35aKIEVEajboCUqV6uHL+ohZc+GFfD4/gMrkp6ikoDfCOQpVgqdVAA5Kc2bt9BR+/3WE1uRAAnQ2LSDa8DNzQ0VK1bEkydPUCx3Lkzq5WIHWlNFuyeg9to07N4LJy5cQJy48VXk2el6dcbuuRAACfiSQIcu/ZElWy68fPoYvRpUgPv7j77sgdVJwPoIVGjQFJWbtFMP6T/ph/Xy0J6FBEjA9wRobPqemVW1+Pbtm3b/OHXqFJIlSIAVE8YgWMiQVqUDhSUBvxAYPNUVyzdvgYNDeAwfNweSR5CFBEjA9wTEhXbQCFf90ObK2eMY1r4hU6L4HiNbWCGBdoMmIEv+YvphvTy0l4f3LCRAAr4jQGPTd7ysrvagQYOwcuVKRIwQHhtdJyNK5ChWpwMFJgHfElizdRv6TJysm/UbMhFJkqbwbResTwIkYEZAHtbIQxt5eLNr/TLMHzvE7CzfkoBtEggZMhgGzFqJuImTQR7ay95NeYjPQgIk4HMCNDZ9zsrqaoqRaQo2vGzsaObStLoZpMB+IXDm4iXU7frdVbxlexfkLcBIgn7hyDYk4JWAPLTpP3SS/nrOiN7Ys3Gt1yr8TAI2R0BycA5buAnhI0TSD+/lIT4LCZCAzwnQ2PQ5K6uqefLkSdSvX1/LPLpbF5QuWMCq5KewJOAXAs9ePEf5Vm3xwd0dJcpWgQQ3YSEBErAcgTz5i0Ie4kgZ3KYOrp49Y7nO2RMJGJRAohQp0GfGMiVdMP0Qf8WKFQaVlGKRgPEI0Ng03pz4W6LHjx/rgEDu6oa7YaWK6Ny4kb/7ZAckYHQCXz5+QqU2HXDn4UOkSZcJ3XsNR7BgwYwuNuUjAasjIA9x5GHOxw8f0KNBebx4+tzqdKDAJOBbAhKhtnX/MbpZgwYNIQ/1WUiABH5PgMbm7xlZVQ1JQCwpTu7evYvcmTJh1ozce68AAEAASURBVMD+6kEcb7itahIprO8JqMizLQYMxP4TJxE9RkwMHT0TYcKE8X0/bEECJPBbAvIQRx7myEOdJ/fvoM8flfDp45fftmMFErB2AjVbOaN0rT8gabUkYJA83GchARLwngCNTe/5WN3Z1q1b4+DBg4gXKybWThmPkGFCW50OFJgEfEtg0sLFmLNqjTYwh4+dpQxOJ992wfokQAK+ICAPc+ShjjzcOXtkH8a7tPZFa1YlAeskIM/uO4+agbTZ8uiH+lWqVMGnT5+sUxlKTQKBRIDGZiCBDoxh5s+fjzlz5iBM6NBYP20SnKLHCIxhOQYJBCmBo2fOotOIUVqGHv1GI1WaDEEqDwcnAXshIA915OFO6NBhsHHxTGxZvtheVKeedkwgdJiQGDJ3LaLHjocDBw6gZ8+edkyDqpPA7wnQ2Pw9I6uocUElrm/VqpWW1bVfH2ROk9Yq5KaQJOAfAq/fvEaNjp3w5csXVFOuTcVKVvBPd2xLAiTgSwLycKdDt/661ZhuzXH76lVf9sDqJGB9BBxjxsCAmSsQPHgIjBkzBhs3brQ+JSgxCQQSARqbgQQ6IId5//49atSogQ8qWEO9iuXQqGrlgByOfZOAMQiofZp/uPTGrfsPkDJ1OrTu0MMYclEKErAzAhUq1UbxUhXhrv4W9W1SVR0/2hkBqmuPBNLnyIXmau+yFAkYdOfOHXvEQJ1J4LcEaGz+FpHxK7Rr1w7nz59HysSJML1/XwYEMv6UUUILEJB9mmt27IRD+AgYOHyaduWzQLfsggRIwJcEJGBQl55DET9BYty8dBYTe7XzZQ+sTgLWSaBWmy7IWaQMXr58gVq1auHz58/WqQilJoEAJEBjMwDhBkbXCxcu9NinuWrieDg4hA+MYTkGCQQpgWNnz/23T7PvKMSNlyBI5eHgJGDvBMLLQ58RUxAqVGi9f3PbqqX2joT62wGB4OouuteURYgRK64Ozti7d2870JoqkoDvCNDY9B0vQ9W+ePEiWrRooWWa0rcX0qZIbij5KAwJBASBN2/feOzTrFqzIQoXKxMQw7BPEiABXxJIniItOnTpp1uN7tIUd65d82UPrE4C1kcgSrSo6Dtjud6/OXLkSPz111/WpwQlJoEAJEBjMwDhBmTX5vs065QvgybVqgbkcOybBIxBQO3TbNyjD27eu48UqdKiTcdexpCLUpAACWgCFavWRdES5fHBzQ39mlaD+wemheClYfsEMubKg6YuQ7Si9es3wL1792xfaWpIAj4kQGPTh6CMVq1Dhw44d+4cUiRKhBn9+3OfptEmiPIECIEpi//Eqm3btbv4wGFTuU8zQCizUxLwOwHZv9mt1zDEjZ8Q1y+cxqQ+HfzeGVuSgBURqNO+O7IXLoUXL57r/ZsSJZ2FBEgAoLFphVfBn3/+iVmzJLdZKKwYPwbhI3CfphVOI0X2JYGTF87Defj3fJrdeg9HvASJfNkDq5MACQQGgfARImKQCtoVMmQobFjgiu1rlgfGsByDBIKUgOzf7D1lMaLHjIP9+/ejT58+QSoPBycBoxCgsWmUmfChHFdVDrPmzZvr2hN79kCG1Kl82JLVSMB6Cbi9c0P1Dp11pL+K1eoyn6b1TiUltxMC4ubevrOKjq7KqE6Nce/GTTvRnGraM4Go0R3V/s1lCBYsOIYPH47NmzfbMw7qTgKaAI1NK7oQvn79ioYNG8JN7YWpUaokWtSqYUXSU1QS8DsB5+Ejcf3OXSRLnhrtO30PQOL33tiSBEggMAhUrl5fBfAqq/dvDm1XH+pPGAsJ2DyBTLnzoYnLYK1n48aNlVvtC5vXmQqSgHcEaGx6R8dg58aMGaNDa8dxioEZg9QNt9obw0ICtk5gy959mLlipXbJ6zt4AsKECWPrKlM/ErAJArJ/s6vKvxktegycO7ofK1zH2oReVIIEfkegbvseSJc9Lx4+fIj27dv/rjrPk4BNEwj2ryo2raGNKHf+/HlkzpxZuxH+PdMVpQrktxHNqAYJ/JqApDlJU7Yi7j9+ghbtuqN+o9a/rswzJEAChiRwYO8OdOvYGKFCh8bsHaeRKCW3fxhyoiiURQncuXEDTQqlw0f3D1i9ejUqV65s0f7ZGQlYCwGubFrBTH3+/Fm7z8qxSbUqNDStYM4oomUItBs0TBuaadJlQu163/cqW6Zn9kICJBBYBPLkL4rSFarj86dPGNquIb584TPuwGLPcYKOQIIkSdC8z0gtgOREf/r0adAJw5FJIAgJ0NgMQvg+HVo2mR8/fhwJYsfGeJfuPm3GeiRg1QQ27NyFBevWq6jLodFrwFjlRhvSqvWh8CRgzwQ6dOoLp5ixcenUEfw5abg9o6DudkSgapO2yJynsDY0W7duDToT2tHkU1UPAnSj9UBhzDenTp1CtmzZVGCFr9gxbzaK5M5lTEEpFQlYkMDLVy+RukxFPH7+HG2d+6BWvaYW7J1dkQAJBAWBI4f+Qac29RFCPTiaufUEkqVLHxRicEwSCFQCD2/fQaNCaVWgrHdYsmSJzsEZqAJwMBIIYgJc2QziCfBu+E/K5Uiiz4qh2bpOLRqa3sHiOZsi0Kr/YG1oZsycHTXqNLYp3agMCdgrgRy5CkBSF31Vye6HtGug3GoZntZerwV70jt2wgRo3f97cKw2bdrg0aNH9qQ+dSUB0Ng08EUwcOBAnDlzBknix8Oorp0MLClFIwHLEVi1eQuW/b0ZYcKGRY9+YxBcMmWzkAAJ2ASBNh16IXaceLh+/hQWjB1oEzpRCRL4HYEKDZohW6GSOg2K5EqnO+3viPG8LRGgG61BZ/Po0aPIlSsXvn37hr2LFyBftqwGlZRikYDlCDx9/gyplPvsi1ev0Kn7IFSp0cBynbMnEiABQxA4efwg2jWvpR8kTd9yDCkzZjaEXBSCBAKSwOP7D9Aof2q4vXuD+fPno0ED/n0LSN7s2zgEuGRgnLnwkMTd3V27z4qh6dyoAQ1NDzJ8Y9MEVBamln0HakMzS/bcqFStnk2rS+VIwF4JZM6aG9Vq/aEfpg5p2wCfPn6xVxTU244IxIwbB20HT9Qat2vXHvfu3bMj7amqPROgsWnA2R88eDAuXryIlIkTYVinDgaUkCKRgOUJrNqyFau374CDQ3j07Dua7rOWR8weScAwBFq27Y548RPh1uVzdKc1zKxQkIAmUKZ2Q+QuXh5v3rxGq1atAno49k8ChiBAN1pDTMN/Qly+fBnp0qVTeci+4MDSxcidOdN/J/mOBGyUgNs7N6QoXRYPnjxFF5chqFSdq5o2OtVUiwQ8CJw+eQRtmlZHyFChMP+fi4ifNKnHOb4hAVsl8PTRYzTIk0K7065btw4VKlSwVVWpFwloAlzZNNCFIBvGJVKZGJpNqlWhoWmguaEoAUug36Qp2tBMlSYDylepHbCDsXcSIAFDEMiYOQfKlK+GL58/Y5yL5CA0hFgUggQClECMWDHxh8tgPUb79u3x/v37AB2PnZNAUBOgsRnUM2A2/vLly7Fjxw5EjRwZIzsz+qwZGr61YQLnr1zFuAULtYZdegxBiBAhbFhbqkYCJGBOoFWHnogYMRKO7dmK3RtWmZ/iexKwWQJVGrdF0rSZcPv2bQwZMsRm9aRiJCAEaGwa5Dp48+YNnJ2dtTQjuzjD0TGqQSSjGCQQgAQkKFD/gTpQSOXq9SErmywkQAL2QyBq1Gho0aa7VnhSr/bKtZCrPPYz+/araciQwdB5pKsGMHLkKFy6dMl+YVBzmydAY9MgU9y/f388fPgQOTNmQNNqVQ0iFcUggYAlsHDtOuw7fgJyw9msddeAHYy9kwAJGJKAuM7Lg6Znjx9g3qh+hpSRQpGApQmky54TZes0VVunPqNt27bMvWlpwOzPMAQYIMgAU3HmzBlkzpxZ/9AcX70MmdOkNYBUFIEEApbAaxWNL1nJsnj24iV6DRyD0mWrBeyA7J0ESMCwBC6eP4NmDcrrKNSzd55BUv4dNOxcUTDLEXj1/CXq5U6GN69eYOnSpahZs6blOmdPJGAQAlzZDOKJkFyaEv5ajm3q1KahGcTzweEDj0CPsRO0oZkxc3aUKsPV/MAjz5FIwHgEUqfNAHGll7+F47q3YrAg400RJQoAAlGiRUXzPiN1z7KVSrZUsZCArRGgsRnEMzp//nwcOHAAMaNFwxDndkEsDYcngcAhcPzceUxbskyvYnRWqU6CBQsWOANzFBIgAcMSEFf6KMql/szhvdi87HvQMMMKS8FIwEIEytVtgjRZcumtVLKlioUEbI0Ajc0gnNEXL16gW7duWoKx3bsikorIx0ICNk/g61e07DdAq1mzblMkSZbS5lWmgiRAAr8nEClSZLRx7qkrTh3QWbkWcpXn99RYw9oJBFd34p1GuaqHrsExYcJEyNYqFhKwJQI0NoNwNnv27Ilnz56hYI7sqFOhXBBKwqFJIPAITF++EsfUymb0GCrXWPOOgTcwRyIBEjA8AXGpF9f618+fYubQHoaXlwKSgCUIpEifEZWbtFVu5F89tlZZol/2QQJGIMAAQUE0C6dPn0amTJl0TsFz61cjVbJkQSQJhyWBwCPw5u0bJCpaCi9fv8agEVNRuFjZwBucI5EACVgFgRvXLqNR7VJ6/+acXWeRLG06q5CbQpKAfwi8e/MOdVWwoJdPH2Px4sWoU6eOf7pjWxIwDAGubAbRVHTv/j2vWJs6tWhoBtEccNjAJzBs+ixtaGbOmhOFipYJfAE4IgmQgOEJiGt9lRoNtJzTB33/W2l4oSkgCfiTQIRIEdC813DdS69evfDx40d/9sjmJGAMAlzZDIJ52LFjB4oVK4aIEcLj1rYtcHSMGgRScEgSCFwC9x89RNLiZfDx0yfMXLAOqdNmClwBOBoJWCGBj+7uOHfmOE6fOIJzZ08gVOjQcHKKhc49hnho45M6HpWt5M3Ll89Rs0J+vH/vhvGrdyNLvoJWIjnFJAG/E1AhDfBHofS4dfkcxo0bh44dudXE7zTZ0igEaGwG8kxIWPfs2bPjxIkTGOrcAT1aNg9kCTgcCQQNgcY9emHu6rUoUrwcBg6fEjRCcFQSsCCBebMnwcHBATVqN7Fgr/919U65nbdqUhU3r1/570v1TqI37z12S3/nkzqeGlvRh/kzJ2Km6xikzJgd07ccUdGrrUh4ikoCfiRwYOtfcKlXFtFUloLr168jcuTIfuyJzUjAGAT40x3I87Bs2TJtaMZxigHnRvUDeXQORwJBQ+D8lauYt2ad3qPcXKU3YCEBaycghuasqaPx+OH9AFHlq1ri6Nml2Q+GpvlgPqljXt/a3teo1xSO0aLj8umj2LV+hbWJT3lJwE8EcisPoAw5C+D58+cYMWKEn/pgIxIwEgEam4E4G+J/LxFopQxs3xZhw4YLxNE5FAkEHYHuo8eoJO3/olK1eoiXIFHQCcKRScACBBbPnaoNTQt09csuZDXzxLFDns5HdYyOUmWrIne+Ivp7n9Tx1IGVfQgXzgGNmztrqWcMccHnT8rHkIUEbJyApJ1u1W+U1nLcuPG4fz9gHmjZOEaqZyACIQ0ki82LMm3aNNy6dQupkyZB48qVbF5fKkgCQmDPkaPYtGcv5MaxUdP2Vgvly5cvuH3zGq5cOYcPHz4gplNspEqTEdGix/BWpyePH+LCuVMQd8c06TIhUZLkyh3Q++d8Hz68x5lTR/Hw3l04xY6DDBmzQca/e+emp7FSp82IkCFD4uL5M+r8Z49zMWPFgVPM2B6fX754hnt3b3t8FjdMkeVXcvhEZrd3b3HDi3tnipRpESZsWDx+9ABXLp3D82dPED9hEqRKnR7hI0T0GP9nb94qPtJGGDs4hEdUtaIl+3ol9+LPyqdPH3H18nlcu3IRMWPFRZr0mX9Z92ftvX736uULXL50Fvfu3EK48A5InDglkqdMo/ma112ycCamTf5vteHJ40c4e/q4R5UYKqVPrDjxlO5P8eD+HY/vhXlaJaMcTeXShTP4/Pm/eYuh9mLGih1Xn7548bSpmsdxxLhZat4ye3z2SR2Pylb6plylWlj+52zcuX0D6+e7omqzNlaqCcUmAZ8TSJstBwqWq4Y9G1eiX79+mDVrls8bsyYJGIwA92wG0oS8VqkekiZNqt0i1k+bjPJFCgfSyByGBIKQgFrNzFG9Fo6ePYcmrTrhj6YdglAYvw+9SbnwjR3RGxKIxWvJmiMPeg8YjxhOMT1OvXn9CmOG98bpk4fx7OkTj+/ljRhd9Ru3Qb2GrTx9Lx8+f/6EIf06Y9eOv/BVGZemIoZ6/ISJlTF23vSVPq7csF8bNkVyJ8cnFXjJVGrVa4a2zr1NH7Fs8WxMGjvQ47O82bTjFCJH+S84mW9lPrBvJ7p1+MNTn2MmL8C6VYvxz64tnr4XV8i+gyYgW858nr6XDzu3bcR0Zbzdv/efYWaqFCJECLRx7uVpT+TmTauxcukcZWRe8mRgS5tUaTJg8EhXD4PN1I93R5mffj3b6AA8XuvJSmKDxm1RvfZ3PVcsmYsJo/t7rebpc8VqddG1x1DI6qe5USqVtu69oA1pU4OSBdNBjHZTqVqzIfLkL4o9O/7G+XMncf3qJdMpfSyvDC8xVnPkKYgjB/Z4W6dVh56IGDGSp/bW+mHPzs3o1bUFIqn5WHb0FsJHDG+tqlBuEvAxgbtqv2b9vCm1V9C5c2eRJk0aH7dlRRIwEgHvH68bSVIrl0X87sX/Pl/WLChfuJCVa0PxScBnBFZu3qINTTE2atVt5rNGBqu1Qhk2wwZ0+amhKaIeP3JAGZSPPaSWFa02zapjx9YNPxiaUkmMC9eJwzF53GB9E2FqKG72PTo1w/Yt6z0ZmnJeVjq9GpqmdpY4+lVmr2N3btvgB0NT6rx4/gx9urfyZFiJW/WU8UPQ16XNTw1NaSd7El8onqYixt7gvs64dOHsD4am1JGVwlaNq+DWjWumJt4eJdJpk3plfmpoSkNZET5y6B/dx+qVC39raHo7mA9PXlaru+vXLPnB0JTmG9Yu1efEEP1dHXMj1odDG7ZagcIlkS5DFrxR87HEbFXZsAJTMBKwAIH4aoGifIMW6u/EN7i4uFigR3ZBAkFDgMZmIHAXf3sJYS1lVLfOEkowEEblECQQtAS+qpU2l7HjtRCy70pW56yxrF/1pyexI6iVydLKvalQ0dJwCB/B0zlZ+WzdpIqnoC4hlJtrwSKlICug5mXpopl6xdH03ZTxg3HowG7Tx0A7+kdm3wgpbrKbNiz3aLJbrd4tWTjD4/Pv3siKqddVxThx40NW+6JEcfRo/vTJI7RrUdNHOeoOH9it3V09Gqs3YtRInylSpTX/GivU6vCv3I7le9MrZAjuTvEEzgIfZDW3tVqplbLMdTSePfbsLWCBIdgFCRiSQKMuAxBWbSvYsGED9u7da0gZKRQJ/I4A/yr+jpAFzou/vbu6Ca1avBhyZWJuQQsgZRdWQMB1+Qpcv3MXCdSePdl3ZY1F79O8dd2T6EmTp0LHrv21O6y72ru5XK18mtxRJR+iV3fQ8VMXIXPW3LqP+XMmY+aUUR79rVm5ALVUxE0x+MQ91GuRxPaVqzfA2zevlBvsILU388d9fF7b+PazX2X+1TjVajVC4WJlsU6tzm31otPtm/+xnDdrwg9dJFb7WYuXqaz3eD68fxfHjx9Ue2K/uydv/XuNp/pZsufGhGlLtFtpx64DUKFkNo+VU1mR3LV9kwqmU8VTG68fbly97PUr1GnYEgUKldTfy15Y2TsrZcma3fpYVLm1mbtT16zbBO069dXnLPFPemXs1lGrGSeOHdQrteZ9yvdSMmfJhWD/wts6tuJCa9I/Q6bsyF+wBPbu2Yp5I/uiyxhX0ykeScBmCURzUl5Brbth3uh+6Nq1Kw4ePOhp37fNKk7FbIoAjc0Ans4rV65gzpw5+qn38C5MzhvAuNm9QQi4u3/AwCnfbwZbtO3+Q5AVg4j5WzEk+I4Yl1cvX/Coe/rkUVQrlweSlqF6zT/Q4I82HudOHT/s8V7eyJ7D169eQfacSfG6MnZfBe2R5PUvXzzHe7d3uo7pnxy5CqBT90GmjyhfpXaAGJt+ldlDMLM3sudQDD8p6VVQo71Kb3EBNpUnKnCQFFl99LofMXHSFJi9aCNChw5jqo6KVevq9+JifOGcZ0M7ujJCzfeGSkCkm2b7H8+fPfFbYzNF6nQeY5ne9OzcXK9Cy/7iTFlzqSBFGUynAuUoDybk5TppuCdjU64d0+qeCCIRaX9XJ1AEDsRBWrZzwf6927Fh0QzUaNMNCZIkCcTRORQJBA2Bmq27YN38qTh8+DDWrVuHSpUYYDJoZoKj+pUAjU2/kvNhu2HDhul9WY2rVkayRIl92IrVSMC6CcxYthJPXrxQAVvSQ/ZbWXMRg08C4YgbqKnI+9nTxmKpikzasVt/lC5bTZ86c+b7Kpipnuw57N2tpenjT49PnzzGq5fPfjiX1izq6A8nLfiFX2X+mQgl1aqkqYhxlDBxMk8G08dP7vq0RBb1WvKqwDjmhqb5+UsXTuvgSebfbf17LeT1q/JMcf1dyV+oBIqWKK/315rXlX248hLX50EjXP0V5da8X773H4GEiZOiZLmq+FsF7PpzwlC4TJjlvw7ZmgSsgED4CA6o17E3JvVqh8GDB6NixYpc3bSCeaOI/xHgns3/WFj83e3bt7Fw4UL9o9CrhXUGR7E4FHZo8wS+fPyEkbPnaD0bNGln9X8UZYVu/rKtyJbjx0iqEoRlaL8u2Ldnm9Y3UqSovp5f9w9uiOoY7Yd29+7d+uE7n37hdZX067cvv2zqV5l/2aHZidChQ5t9+u9tWJUexWuRdCu/KpEi+56r+Yrqr/qV7wcMm4xufYZ7ihJrqi8GZ+e29T0FcjKdMx2/fVP+rD4sbu/+W72WAEn/fvvmw5asZiJQv1Fr/ZuyZfk8PLrH/IMmLjzaNoHyKsBelOhOamvBcWzdutW2laV2NkeAK5sBOKUjR47U0RTrViiLxAkSBOBI7JoEjENgnnLzua8CeIhbZL4CxY0jmD8kERfN8dMW4/jRA5g7YwJOnTjk0ZsYDbLClq9gcci+MtkraF56DRyDgoVLm3/l6b0ETpIVUDHMzNOXHD64B9+UMeLV9dZT4/9/iKZuQh4+uOdx6orKP2kqYsQt9SYQj19lPrh/l2kIXx8TJEr2Q5sDe3fg6pXzSJ4iradzsoqcSK2Qyr7Y169eepxLkCgJXOeu/aWLtrhA+7RUqFQbhdQcrVm+AIvmT/Pk+iv7ZGWvaaIk32UOBs8B3p4+8WwkSz7TePETwtHJ6YfhRT9TipxZ00ZDouGy+I6A7AEvXKIcdm7ZgCVTRsB52ETfdcDaJGCFBMI6hEHNll0wfXA3DBkyBCX/x95VwEWVdfG/rYSigqCE3WLH2r12d9fanWuusatrf3bn2mt3d3d3g4CA2Ni63z13eMPMMOAAA0yc8/sN7/Y95/8eMOedc8+pYt4eQ2Z4C5jlaCDAls1ogBfRVD8/P3USXrZqRoQU91kSAv+J3JB/L1C5tlF+QkMUJVOXv1eXplixbI4MPlOoSAnMXLAWjk6hOTWJ/wB/lYUlf6GiYcSZ/b9xuCyCvZDyYyOiCtLnuVAMly2eid5dmkkrjepsaE6tuZT3ctLYIVIBo8itFA01PMqTt5BWF6UA6dO1BeaIc3+d29aVqUe0BmhUosqzxhKRLlLwGnJh1aT3wkrcvUMjTPjzdyxe8D+MESlO6lYtilEiByZFIyWlWJO8njwSKWT+lrIpuNI4sjKP+L0L9u0K38VWWYfO0vYT6VquX72I5Ckc0KZjL638pMo4X5+nSlEoiy7qMhXo3owfM0jmCv2tVS2ZeoXa83hq3xNq+3N4b3lPBvf7DcsXz6Impigg0KZdDzlrx4r5eOkfGIUVeAojYH4I1G3XDXbJHWRU2mPHjpmfAMyx1SJg+Ktfq4UoaoJPmTJFWinqV6qInFmyRm0RnsUImBkCa3buxiPvZ3AVlp0KlWuaGff62Q16EYD5MydgwayJSOOSTuTA/Bomf6a7R2Y5OXOWnKhQpZa0uiirvRYBgH7v2wFJkyaTSmpg4HN1NFPNiKHtO/eVZ0PJUqoQ5VWkz88ot2dB7N+zVWvYhXMnQJ+fUXR4/tnaEfW369hHKoaa8pKlT1fezFmzy2VatOkqLcuaLsKUa5I+zmldw9yXX0qWj2h72fdN3MtzwoJMH1uR0iZlytTwDwlipDnZI73q/lIbWey9vR5rdmPH1nXqespUjrLs7pExjDWWrLSrl81Vj+VC1BCgoF1KZNq1IhVKt5ETorYQz2IEzAgBW3tbNBB/N5dPGSWtm2XKlDEj7plVa0aALZsxcPeDgoIwd67qC8WwbhEHB4mB7XlJRiBuEBAun2MXLJR7t2rbXUZijRtGYmZXUor8/XzCKJqJkwj3pha/yU3JkjvqrxmoXksVMEiTE4rQ+8z7iVrRlH3CEqdQcaEcdes9TKlG6lqoaElhOU0U7hxHp7Auncrg6PCsrBGVK+WxnDBtCShvqSFE+S8p1Yl98hRhhuu7L/gvFNswE/Q00Plbuj9fv37R6qV8qm4eGdRtbTr0MthiX6RYafU83YKLUJCZoo5A6w6qKNBbhdfBm1dvor4Qz2QEzAiBhh17I5nI70znNs+f1w5IZ0ZiMKtWhgArmzFww6dPny7O4nxAtdIlUTB3rhjYgZdkBEwPgc0HDuLWg4eg841VatQzPQajyFH73/rI85hJ9AS1yVegiFCAViNLtlAXWFLehoycLHMvkhVMl8jCSe3txRvqpat3a3U3a9URvQeMkhhqdpBClimLysKn2a6UKT/lhP8tgrOwvCpELqXU/ueEOWjRppvSrL7GE3wqFBWeE2jMD10ngVKU1/jxE2rVE+jUS4j0HYtW7EC1mg0lr8SHJhH/pcuEnk2iNCSzF21A5ap1oHs/SF5Sqsni9feUhSI/aSvNpfSWyf2YclfS+U9dIksnpT8ZPvp/Wl3ZRbqUSdOXgs6RahKlucntmR9tf+ulbh447G/pLqz5IoCU5UpVamOJuPe6inP8+KH40XqapNmntBsyRhlradecufOD0gN9FCmDNi6cbmnisTyMgF4EUqRyQB0RJIto3LhxesdwIyNgagjEE2/rQ322TI07M+TnzZs3SJ8+Peh6YvUKlCxU0AylYJYZgUgiIP6MFKzfCJdv3ZZ5Fhs2bRvJBUx/OP2ppAA1LwL9kUgE83FxcQ2j8OiTgixmLwID8OXrJzg7u8qzgfrG6bYFvQiUe9mJ842kRO7asR4T/xysNWzD9pNwSeem1Uaums/9vEWQmoyg4ENRoajyHJW9NOd8+vgRXsJFNYmwFtO5WFvxBj88oqBKL4MCZY5SwogC7yRKpD/6bXhraLZT9Fp/P198/vxJ7p0qtaM8K6o5RrdMOPn6egk+VfdIV/lTxgcLhYhyqhKf6VzdlWa+RhOBKxfPoEenJvIc2/rLz0BuhkyMgKUjQOeUGxVyx9cvn3Ht2jV4enpausgsn5kjoP3a2cyFMQX258wRLj1C0SxbtAgrmqZwQ5iHWEFgz/ETUtGk82q16jaNlT1jexOynDmkTCU/kdmbLGT0iSyldnQCfSJLdA7U3j53ZKdpjY8qz1qLRKGSNFkyZMtumDcIKXYUrEc3YE8UtpVTSDFXIs4augbhpBs9V99cUprJbZjJuAjkL/SLCBxVGNeuXMCWpcKC32ugcTfg1RgBE0QglbMTarbqhM0iyBzlcl+9erUJcsksMQKhCGj7LIW2cykKCAQHB2Pq1Kly5vAunaKwAk9hBMwQAWHx+3POPMl4U+EGquveaIYSMcuMACNgJgi0Ebl8idaJQEGfPnw2E66ZTUYgegg06/67iIuQEGvXrsP9+/ejtxjPZgRiGAFWNo0I8KJFi/DixQsU8cyDSiWKG3FlXooRMF0Ejp2/gFOXrwhrWnLUbdDSdBllzhgBRsDiEChavCzoHO1rETV6+6qFFicfC8QI6EPAxc0VVRq3wX///cD48eP1DeE2RsBkEGBl00i3gs4PTZs2Ta42jKyaGlEmjbQFL8MImCQCU5csk3w1ato+wjN2Jsk8M8UIMAJmjQC5t7dur7JubhD5WcW/YiZGwCoQaN57qJAzHlasWImAgACrkJmFNE8E+Mymke7brl278OTJE2Ryd0Od8uWMtCovwwiYNgJePj7YeviITLtRr/HPo3+atjSmzV2+fEXRe+BILSZTiDOkTIyAtSNQqmxlUCoZv6ePcO7QbhSvXM3aIWH5rQABj0yZUOLXWji1bxvIs27oUFI+mRgB00OALZtGuiczZ86UK3Vv3gzCkd5Iq/IyjIBpIzB71RrJYMVfa0JJZm/aHJsvd+kzZgZZjzU/UY02a74oMOeMQFgEKFhUvcatZcdGETSFiRGwFgQahJxZptzu3759sxaxWU4zQ4CVTSPcsDt37mD//v1IKsL1t29Q1wgr8hKMgOkj8OnTRyxYv1EyWj/ki57pc80cMgKMgCUiULN2EyROnERaNr0fPrREEVkmRiAMAoXKVoJbpux49uwZtm7dGqafGxgBU0CAlU0j3AVKd0LUslZNOKRwMMKKvAQjYPoIrN2xG6/fvkWOXHlFMnvOJ2v6d4w5ZAQsF4EUDilRqVodKeCWJbMsV1CWjBHQQCC++BZfr0MP2TJrFj/3GtBw0YQQYGUzmjfj3bt3WLZsmVylV6sW0VyNpzMCZoKASHcyfeUqyWyDpm3MhGlmkxFgBCwZgQaNVH+Ldq5Zgg/vP1qyqCwbI6BGoFqTtkhqY4sjR47gxo0b6nYuMAKmggArm9G8E//88w9I4SxduBA8c2SP5mo8nREwDwQo1cmV23fg4JAKFSrVMg+mmUtGgBGwaAQoBUqevAWFovkW+zassGhZWThGQEHALrmdTINC9dmzZyvNfGUETAYBVjajcSv+E9YdxW2hV8vm0ViJpzIC5oXAzBUqq2bt+s2QRJxVZmIEGAFGwBQQaCCsPESbRKAg8S+aiRGwCgTqh6T/Wb78H7x+/doqZGYhzQcBVjajca8OHToECg6ULo0T6leqGI2VeCojYD4I+AcGYP3efYgvDovUadDSfBhnThkBRsDiEShXsRpSpXbEk7s3cPnUMYuXlwVkBAiBjDlyoECpivj48QOWL1/OoDACJoUAK5vRuB2KVbNr0yaInyhRNFbiqYyA+SAwf+16kTj9O8qUrwJnl3TmwzhzyggwAhaPQKJEiVG3vuol2KZFM0xa3i+fv2HhuBHoWLkoWpXMjRnD+2JEh8byc/Pi+Tjj3efxEzUfz5/5/JSPj8Gf1OPjku+fMmrhA5Q0KPTd9MePHxYuLYtnTgiwshnFu/X06VMZZjphwoTo1KRhFFfhaYyAeSHw/csXzF37r2S6fmMODGRed4+5ZQSsA4Fa9ZuLdNcJcHzXJhiiLMUFKuTi269hRayY9hfuXj2Pp/dv4e7l8zi6fb38BPh4xRpb21YsxvKp4xD8Llju+TooQM3H21cvfsrHZ5EGKy74/iljVjagRJXacErnjgcPHmDfvn1WJj2La8oIsLIZxbszb948cR7kPzSu9ivSODpFcRWexgiYFwKbDhzE8xcvkDFTVhQo9It5Mc/cMgKMgFUg4JTGGWUrVZf/o7ctn2uSMh/auh7Xzh6TvNnY2qNS/RbIW6JsrPP68NZNTO7/GxaPH4YdKxfG+v68ofEQSJgwHuq14zQoxkOUVzIWAgmNtZA1rUMuhIpPfLdmzaxJdJOXdc6q1Xjq46vmM3eWLGhdv666HpeFSzdvYd3OXVosjOjaBXb2dlptplxZsnGTZK9uw1aIFy+eKbPKvDECjIAVI1Bf/I06tHc79q5bhg6D/xKWTtMC49iOjZIhskStPHkPyWyT4nXQK6yaPi5WGU3j6gH7lKnx4e0bZMzpGat7R3YzwsfGzh6Jk/BX1/Cwq9FCvDiYMBy7du2Gn58f0qZNG95QbmcEYg0B/o2NAtQHDx6Uv8SZPdxRsmCBKKxg+BRvXx+0HDQU+xbPF1E/kxo+0YJHjps7H3Y2NujVplUYKZdt3orz10PzTFUvU8pklM3Lt25h4uKlWjz3aNnMbJTN5wEB2HvyNBII1/HKVVXJ07WE4QojwAgwAiaCQL4CRZE2nRv8fJ/h0olDKFK2golwpmLD/9lTWShcppJUNOOKOfsU9thw6Rk+fghGKqfUccXGT/cNfO6PPvXKYfzKHXDPnPmn4611QErHVCheuSZO7N6M1atXo3///tYKBcttQgiwG20UbsaKFar8Xa1ri/yCMWjd8Xnuh7Kt2uHY+Qv4+uVbFDi1vCmkaA6bNgNPfEOtl5YnpWlKtGr7TumWVrJ0RSRP4WCaTDJXjAAjwAgIBMjzomr1BhKLfev/MRlMvn75jjev3iDQ11vylDhpMlmndkPo08cvuHXpgvxQWZOoTmvTJ7z1gt9/UI/59k0cHBX05ctn+RJRqWuuSeU3L1/jyukTwu33ND59+KzbbVA9Ir5/tkCArx961ykN74d38PZVkOSHePr86ataFgpSpI8UPIhv4ZSmHk/tb1+/jVR6HDr/e/H4kZ+eAyZeLp04isciW0F490Efr8Zqq9KotVyK8sAzMQKmgAArm5G8C+/evcOmTSpXwtZ1a0dytuHD/fz9Ua5Vezw2IBKc4aua98iJCxZJRdO8pTBf7v/Zuk0yX7WG6guc+UrCnDMCjIA1IFClRn0p5tEdG/Dh/UeTEHnb8nmold0Bgc9VUV63Lpsj6xsXTo+QPwre82fXVqia0QZdqhaRHypPGdQdFNWWiOSktenTs3Yp6Cqj965fRd3cTrK/WZEMCPTzkYqbMocCKunSjKE9USeXI3oJZa9HrRKomskWs0cNkoqb7lh9dUP41jdPaSMFr1fd0nj2+L5s6lq9GGrlSCk/c0b2A8lB/HeqUjiM4nj24D41HqtnTcDlk4fVdZpTM1sK/JreBq1Le2LywG546R+obKt1Pb1/N+p7uqJxQTf0bVBeXhsXyiiVb82BT+7dw5BWdVE7Zyr0qV8ObcrklHgvGDtcc1iMl8myaZ8iJa5du4arV6/G+H68ASPwMwTYjfZnCOn0k6L54cMHlCpUEBnc3XV6I67+9+0bbj16DHKnfP/hI9zTuqCIZ+4wAYYCXgSiXOv2eODlpV7wtPiDYW9nq67/4inOVohDKLfu38Pb4A/q9jSpUiKTR3p8EtHhDp4+i2fC9SRn5kwoU6TwT62wd0QEs9fv36vXcnRIgSwZMuLb5y+4ev8+rty+jYTxE6CwZx7kzpZVPY4Kwe+DcerKFTwVFseigre82bNBJGLUGqNb8X3+HGevXcebt+9QNF8e5MqcJdw5/1u6DL9P+Z96CR//5zgj9lPIVeQ6dU/nqlTDXAmPa3fv47r4Z2AvXHBzZ80aRgbdSZSv6s7jx7j36InEOFvGDMiRMT2cndLoDg1TJ/fnizdvwy8gEM6OjsidJVOYMfoaDH1G9M2Nybbrd+4K/AR2yVOgeKnyMbkVr80IMAKMgFEQcPPIgDx5C+LGtUsyMm2Vxi2Msm5MLEIBB8MjsuB1rlIEXg9uyyHx4qn+t/748R2krPp7P8XENTtQpVFzYU27jtUzxwvL5xn81a05xizeIP8VkyI1uGVNfBb/1xIkSIjRizcirbubPCca3r7Ufu3sca1u2nPdnEl4ExSIoTO1j4VoDRQVQ/nWnafU3799L5TcUnju/URp0rpSNoCGnfpi2eSReHrvprjHW1GmRugRj9WzJ8rxicURpLrtuuPhrbCKF0XSpZys9Nm/YQVGzF2DUlVrqvfZteYfjO/dRl1PkDARvn/7KnnqXbcMZm47gTxFisn+0Z2b4OFN1feSZLZ2+BgcjHdvXmHnmsXoNOwv9RoxXaAzrRXqNZPPBnni5cuXL6a35PUZgQgRYGUzQnjCdioutG0iadX8Z9MWdBn9Jz5+CuvqUan4L1gx8W+4pEmDFy+DpKJ578kTrc1/7dBJqx5w6iicROLq5gMG46pQBBSqW6E8Jv3eH9U7dcd9kZ5FoeL58+PUulVKVe+19eBhYc47/taoIdoOGY63GkooTa5XsQJWTh6PH9//E/3DsPngIa28Tg7Jk2PvovlCicyrtdfrN6/RZeSfOH7xInyFIqZJye3sMLxLJwzs2EGzGbNWrEK/8ZO02v7dvQ/0UahL08aYO3qkUtW67jx8BCTby9evtdobVK6EpeP/Ekq8vVZ7UNBLDJw8BUvFPdNHubJkxpyRI1C2aJEw3aSYtxZ4rBWH83W/PKRMkSLMeM0GQ58RzTmxVV4uzsISVRKh1SmPHRMjwAgwAuaAAHlikLK5V7jSmoKyWb15B5T4tRa61CiGVwHPUatlJ7TsPQwpUjsJC2XY7weE8RqhNCmKZpt+f6COUJyISOlbN3cyzhzciXNHDqJouYroPPxv+Dx+IK2cx3ZuFP8XB6Lj0L8xtG0dvPB7Juf1HDvT4DOsmXPnR6+xM5A9b2HcvnxWKF5tQedN96xbjvodeiJH/oJyTX0/IsO3vvk24jvB9E1HcfXMMYzrqYrRMPnfA3DPqHrZbeeQUv6f/XfeFGG5fivSyIxVK5t3r13B5RMH5bKEOZ1HfaixybBZK+HikRG+Tx7i/rWL2LRkllAO32N8rzZYeuwWnFycpZvt7FH95KwM2fOg51/TUaBEObHuIUz5vYucO3f0AMzecVxazhVFs0Kdphi5YI1IJfMeu9YuxcGNEX/30mDLaMWqIjUZvYhYtWoVxo8fD1LMmRiBuEIgYtNTXHFlovt6e3uDggMlTpxIpDypYjCXM/9ZiTZCAdGnaNIiB06fgY9QvF6+fIXyrTvg9sNHBq+tO/CbeOtICqimoklj0qR00B360/quYydQv2efMIomTSTlstXAISjWtDk27j+gpWhS/+u3b1GrS3c88ws9W0kW29It2mLd7j1hFE2aQwrtoMlTMXC8eBsZ8pZ33uq14g/8OOqOEpEMNQUfuoomLUZ8j5w5R2vdq7duI0vVGuEqmjT41oOHwsW5LYZPnaY1lyodRozEmp27wiia1PfqzRu66CVDnxG9k2O4kaytK7fvkLtUDXFLi+EteXlGgBFgBIyCQAWh2CUU1qgLR/chwO+5UdaMziIUdTZteg/1Szv7lKlk3cYuWbjL7lylSkmSPV8REVl3NByd08hP5+ET4OCo8rQ5uk2V/5jCSAybvQo5C6isbaSMdqiQD7cunpbr123fA/Xbdwl3L92OITOWCQWrtIgCmwyFSpfDuOV0nEJsgv9wYNNq3eFa9cjwrTUxpELOUYSVY9pQr6W07hlkG7VTcKPkDsnR4LdecgblKz1/+IAsr52lsmrGF95YzboNCrN8xpx5kO+XEqjWtBV6jZuG4XNVsrx9/RLb/5kvx5/YvQXvxBlRoq5/TJQKesJE8VGkfCU06NhHtl8/d0K4RPtLfNJnyy3bLp8+Ilx2j8IuuR0ad+qJ+XvPyPbY/JGrUFG4CaX8ufAgO3BAhUls7s97MQKaCLCyqYnGT8r0hoiobsXySG6f/CejQ7vnr1sfWhGlFPb2aFO3DhpWqaTlGrv3xEnceqj57k1rmnCFia/+JIiXQLszpLbjyDEt66QyqE0MpP+gnIukeIVHAS9fYsuBw7L7s3hjW6JZK9wQ7rgK0Zs2si6SZVeTJi9djmnL/pFN/1u+Qsqs2a+UNfFIKNyCokJzhDKrHD75/uULWv0+RCrKhqw1dv5CnLx4ST10muBbOdeobhSFZEmTalb1lg19RvROjuHGfeJliH9QENzEP/lceQrE8G68PCPACDACxkMguXD9L1W2klzwwIaVxls4llaiwDb+z7zkbr5PHqB7zdLqT+96ZfHx/TvZ5y2smQolTZYY41bsgLNbetn09P4teS1c9lf0FlbN6FBWz7zCmqny6vF+eC/cpaLCd7iL/aSjcZf+IqKvKoUYWTd9vbxxOET5Ll+niVROf7IEKtVrrMbr0e1rcrhiTaYKrauJ/bZlc9VL+oScJyVLLxFZrPvUL4+/e7UXR4w+qMfFZoFeOvwqrJtEikdebO7PezECmgiwsqmJRgRlcolUfmFb1wk9ExDBFNlFVqHbj7QtlXSecdbwoVg/YzoCxNuvv/v1Bp2PbFa7Jr7fvo5JA/uHWfbdhbOyj/rpk0qczTSUyH2zdrmyhg7XGpc+XTpsmzsLqyaOh0c4+Zpa1K6BHfNmo3OTRlpzqULn/IhOXb6Kh+IfgCYdXLoIG2ZNx/5lizGub2/NLswmJVDQ3b07pby6Clvftq218Jj5xzCt+ZqVdOI854Ixo7D877FwE64xmvRZKJhe4s0f0YptO8SZzlBlmNroXt3YvgUvTh3HwPZtqUmLhmhYNxdt2KTVR5Ulf43BhysX4HvsEOpXqhimnxoi84zoXSCGGxUX2mrCHY1za8Yw2Lw8I8AIGB2BKtXryzX3/LtccZox+h4xteDLFwFi6f/k8klsbEV00y9an4w5PIXyVxSpQiycCh+p0ziiQQeVxU9pa9N/pFHyjaZ2TiuXpHOb4VFU+Q5vvYjaU6RyQD1hsSW6IqyKIzs0EN5W32W9Ra8h8mrIjywhL1P9nj6Ww18KpVFF8fDt61ct3Em5JdzpQ31E9dp1Rt8J85BU3Ce6Z7uFC20XedY29EWAHBhLP6qIXLNEmzZtxlvhbcbECMQVAlEzB8UVt3G476VLl3BLBPZxFEpetVIlDeYknrDe5cuRXQQFuq2ec/zCRbhXqIz+QmHq3aYlBnfupO4zRiGVgwP+Fspb5RK/CJfO3cKF9A0SJE4c6aUpINGBpQtkkCCaTAGLRs6ao7UOKZorJ6ncVQiX5Vu24dPnz+ox90LOjR49d17dRoUEIrhRkDhDuUW4shLFp9dwGkR70dnJ1KlTabRGvmhnayPOji5AHgpYJIisrQMnTdFaiFyYPVxdceGm6u2vZufQTr+pAwmN79cHc9b+i2ARIEqhS3RfxYuIT8Jyq/tSIZMIvtCukSpya1pnZ1QvVwZkDdaluHhGdHkIr/5enDnZFHKPfmUX2vBg4nZGgBEwYQR+KVlOpmuiIDD3b1xFNk/zCZiSVgQiTO6QSpwffIn67XqgZZ/fDUL6wY3rWDLpD62xf3Zthnl7zksXXK2OSFZ8xDlHIteMWcKdGVW+w13wJx1Nug7ExkUzZAAkcqclKlahOrLkzvOTmaHdL0ROViIXjwzymsWzoDgYuwxJkiXDnF1nhDu29vcUOUjnBymcv1SqgakDO+PsoV0gq3IfEcF2/SVvoyj6OttFWCVX47zFyoggT8ewceNGtGvXLsLx3MkIxBQCbNk0EFklX1HzGtURP1EiA2ephs3+YzgoYI4m0ZnGETNmwU2496zcogq+otkfnfJCYcXrJALmZPTwwNCunTF5yKAoLVe6YAG1okkLFMydO8w6XZo0UbcRLvlz5lDXqfBNWHaJTl66LK/Kj+8i4RWdB63Xo7f8DNawECpjfALojW70qIyIGqwomrQSKf66RLwQ3RLReHWpcokS6iaSr5TARJNI8fQTfF4RQZp+/Pih2YWqpUtp1SOqxPYzEhEvmn0b9+0HWX/zFVQlSNfs4zIjwAgwAuaAAAU1q1xV5ZFEgW3Mieg9bK7Cqv9DGxdNl3kidfmnvI43L5xTN78MDMLgVjVFTsxgkT8zEao3ay/7Any8MLh59WilgaE0IKS0E2XKmVde9f2ICt/61qG2BOKlvUJKyhilrlxTOqZC3bbdlKq8tuhtuFXz0sljuHvtgpynyJW3qMqwQBF8186epLW2Url58bx0lSW3Ya+Q7xAU5XfS2p1o//tfchgFZrpwZJ8yJVavVZq0kfspnnmxujlvxgiEIMDKpgGPwlfhIrFmzRo5sk29ugbM0B5SvEB+3Ny+WVgai2t3iBoFxaFIqTsOHQnTp9nwA9qKjGafZjl7xgyo/2slzSajlW2SJf3pWnbiDaA+SiUO8UeW3n/8GO4UXcUu3IE6HWRRDY9S6YkW+1pEuNOkYB2eyK3U1iaZUMhUbjSaYx10otxq9umWjfGM6K5pjPrykBchVWuqLLTGWJPXYAQYAUYgthFQgpsd2LRKvARVuaXGNg9R3a987cZyalCAn0iBUgj7NqwRaTxuygi0K6aNR5Mi6fHvvKlyDOXcHC4iz5JiSdRv4jwMnr4YTboOkPV71y9iVKfGSqgC2RbRjzMHduHG+bMgS+n6hbMwsqPquAxFz63ZsmNEUxEZviNaiHJGKrRZRI0lpW7/xrUY1bGZzBOq9NVq1VkpIrdQ0PMXD/+F7/nD+0A5PElRP7R1A/4QrrdEtvYpUKdtV1kmt1oKskO0cNwQmdP06plTQim9IvennJpdqxVFoLCIBvh6o03pnHIM9dO6/2m8gH4TEmhILhaLP+geJEqcBIcPH4aX8BhjYgTiAoHQ10VxsbuZ7Hn8+HEEBgaCFLmCuXJGiet0Li7YJ84oHjl7DqOEK6qmW6k8D7p1G2pWKCfX1ncu7pk4V5grJCgR5bT8+OWTcOlNHYaXnBkz/jSfZphJsdBQulBhrVQltOWKCeMiVIxtktmoOdPFhPJsatJj8UeULLnRIcpFShFqNWn3sRPo3jK9bCKX0tNXrmp2S0spBYtyc3bSaqfKjqNHMbZvL3Xu0B8/Iv6CE5lnJMxmMdBAaXgOC/dniuRYXrgjMTECjAAjYK4I5MiVD+4i1YW312OZO7JgyTJmIwpFTKWgNRRZllJ1UP5MXVL+R04e0FEohydldyMRMbVWS5VVs9uoSfAXCugRETjnzIEdmDakO/pPnK27TJj6or+Hhmkj5WXg5IWgs5IRUWT4jmidTCJyLKUpeS7u3dHt6+VHGd911BSkgIqPYzs2Ks342VnN+X8NAn00ifKP9hk/R+1mTG6zk9ftR5fqRfFanJ2lVCL00SUF++/fv+kdQ8py4dIxYwTQ5UW3ThFxSwqrPt13yhPfp48qiq7uOK4zAjGJAFs2DUB3y5YtclSDypWjpMhVatMeE+YvBCkr5YoVxZF/lsJVhC7XJG8ROlshN50+am/cZyBG/G862g0eCpcy5bBxr7ZSpMw11WtZocjpUv8Jk3H47HkkTpAINuJAPX2e+PjgzznzUb5NBy2s3cSZR03aIOT/bdgIDJsyDUUbNkHxpi01u6NU1sfj8OmzMH/NOmzcsxd1uvcUb4NVLrfKBmUKF5LFzG7uYYIPUXCkIo2aYun6jZi8aAl+n/I/ZVqYa2SfkTALxEDD9oNH5KqFhSuRXSSiL8cAK7wkI8AIMALRQoAUgtIVqso1Tu7aHK21jDE5foiXTTwRZV4hrXK80HbqJ2Wx26ipKFCqIhInCfUycnJxRdsBo9FXWDC3Ll8o8l8uk8sVLlcF3caE/s8ht1bKLelZtJTsl4qTGK9vz7TuGVGxbjORWiTUokiTKChO0QrVsPTIDXU+S2rXtwa1ExnCt2pk+D8Jogkrd6nTudDIlE7OkkfbkP9Nnz5+wb8LVNZdSkFSskrN8BcUPWSZFZzLMeRqnKtQcczdfRZVGmkr8ukypMfU9QdRo/lvUuFVFqV7UFAokFM3HEL6rFnh4p5BpKUZq45oq4wj6+jENXuQSs8LaWVMTF/LhATIUr7LxvR+vD4joIsAWzZ1EdGpk9VR+QWtU6mCTq9hVV9hFaUziUOEskgRXb9++xomz2Q28QdNoVxZsihF9fWmcBuhj7mSZ7asaFq9Gtbu2q0WgYL1UA5MG+F665omDZ75+6tzkeqecc2TJTPuPXminkuFxRrRX51Th7Xyag02oELnOSlirGYQHzpb22XUGL2zXRwd0b15U1Wf+OLQv20b9KUcoRp04cZNtB/+h0aL/mJknxH9qxi3dbPIKUtUutyvxl2YV2MEGAFGIA6JZOxBAABAAElEQVQQKF2mMlaLlBXH92xBj7/+J6JrxwETIVv+e+FRmM1TpEyBYwH6PWCI16bd+soPucoGiUipKUUEWkpzolCdNh1Bn/AoSdJEmL3jeJhu3T1JMRq5YLUcR6k7XgcGIKEIMphGRKfXh1l0+Q7DkJ6GjDlyyHyVr168xCdxhpLORWrSrjVLpPWR2lr0HKyXT83xU/7dLwIcZZWyObt5gPJnhkcUZOj3aQtlN52HFQEakFJEudfEInGShGjTb6j8vHn5Gm+F22zylKl/av0Nb09jtherWF0EJ0qIY8eOi8CLQSLwYvS/LxmTP17L8hEI/7fL8mU3SMIrV67A29sbaZ2cUNQzj0FzwhtEiutTX98wimbSJEkwoH1b9TRPofTUrVBeXbeIgng1uWbKRLStpwrSoCnTB3EO8r6IWvvx0yd1s+KWojQM79453HybyphoXwWPG6ZPBUXY/Rm5C7foE6uXI1umTOqhfdq1wQgRkCk6ZOgzEp09DJn7QQSW2HvilBxaUnxBY2IEwkNg/JhBGD6oKw6Ls11MjIApI5DbswBSpnLEc+8neHjzuimzGiFvpNiQsqWpaEY4IRqdtnY2QinLAGdX/YpmZJY2Bt8UCEhX0aQzuGvnqF70pnH1QKUGLQxiS5EtIkVTd6FUTqmllVJT0dQdQ+7F7pkzm4SiSbzZp7AXFvEKInD+D+zYsUOXXa4zAjGOACubP4FYbdWsKJQ/DXeXn0zT6h7VvSvqlC8H3VyRNKi0cMM8tHyJVsRUav9n0t/o2qwJkuikLKHUK81rVUf5YkVoGBLE1w54E1EAHDkhgh+6c39Wl/vrBNyJcI7Ab6nIdTltyO/II9xOdIksnNQ+qkc3XBMH9jWpQK7c2L1wHnIJC6cm0X6/5M+HP7p3kc0R7i9G6PbTJM02SkOycsJ4TB40IMxeNDaFvT1+a9gAp9auQOb0GahJi8b06YVZI4aikIjcqyjM8YXcxfPnR48W2u45NFG5f1F5RrQ2NnKFFM0vIjBWbs/8cHTSdvk28la8XAwjsHXzaixfOENETHwXIzsdO7IXRw7uwuMHd2NkfX2LxrRM+vbkNvNHgP4Wly6renl2Ys9W8xeIJZAIHN66Tp7npEqTbgMNSlFibdCVqlZPirx1Kz/31nbvTUHeeMKSot9nwxS4MwEe8uXLh2vXrmHPovmoEolUFnpZF1C/fPUa5DKZJHEieKRLiyQaZy/0zhHuGo+eeYvcjp+Q3jUtKBiNpRCdYfUV7jkUydU9rTMcUkQcbECRm+Y9Fmc7k9vZIr1wSxbaotJl9KvC46fPX+Ai3mimoaBMBr50eCe+3Hv5PkfWDB5ILAIqGERReUYMWjhyg1oPHIwV27aja4/f0aJdt8hN5tEmg8DD+3fQpmkVyU/3PsPRrFX4LnZRZbp6hXx4++Y12otgJO279I3qMgbPiw2ZDGaGB5odAqdOHMKg3u2QNU9BLD500ez4Z4a1EaBvsO3K5ZMBlOyF2+rGyz5IaqP//+35o4fQv1FFucCig1fMKt+qttSRrwX4+qFh/nRIJgIvBgW9EFf9mQMivzLPYAR+jgCf2YwAo8ePRdQ6oWja2dqiYtGiEYw0sEv4XaQSlkn6GExCscnkEXqe0+B5ZjDQzt4O2cQnskTzyNU4NiiqPBJv9iL1Se5s9pFjMyrPSOR2+Ono/0Ru1O1HjspxpcqrFJWfTuIBJolAGpd0Mpk9WTUzZ42d35mYBsISZYppzHj9UAQKFSmJpEmT4f6NSzL1hYuba2gnl8wOgTMHdktFkxin6LvhKZpmJ5iRGU4jjBvZ8xXB3avnceDAAdSqVcvIO/ByjED4CLCyGT42UNwNqguLZsIkoYfwI5jCXYyA2SNw9OIlUGAkj/SZkD6Dttuy2QtnZQLYC0+IjTtPy4AadFbNEsgSZbKE+2IuMiQRMRJ+KVleun6f3L0FDTp2NxfWmU99CIgX8hSNl6heh576Rqjb3DJlU491dNEOMKQeZMGF0tXrSWWTjoexsmnBN9oERWNlM4Kboiib9Sur3C4iGMpdjIDFILDlgCoKLVs1LeOWfv3yRUYi/CYs1gnFmWQ6OfHu7RspnK2wvtOZ5QB/P/g8ewLKRUhuVhHRKxFl8ZFwz01mYyOspbkiGir7PovAXw8f3JblzFlyIknS0LQN1Pf5syowGK2XKFHYl3rBwe/xXfBOZCNSL5AMxpbpmzifTEGxNClhIlVKJs02LlsGAqXEuU06Z3xs92ZWNs38lhavWAX0MYQosFD7QT+PDm/IWuY4ppTIt0l5U7dv3y7TuGnGqzBHeZhn80GAlc1w7hWFhz569Kj8IlatbOlwRnEzI2BhCAhFZMuBQ1IoShPAZN4IvHn9CjUq5pdCjBk/GxUq18TjR/fRurHq3vYeMAq7d6zHvTs35ZiEIt9c9dqNMHDoOHWAKwWBe3dv4e9R/XD/nkpxpHb6sqKbe1YZT667U8YPx4G920SmgB+ymQK01KnfHD37/yHPMR8WX/j/+kN1zjNXnvyYOX+dljJKfHXtUB+klNoJxXiZyFeXTOTjNYZMhM2qFfNxUPAXKJRthUeF/wKFimHmgn+VKl8tCIESpSvK6OZXTx3G29dvkdzBcmIhWNBtYlGMjEDGHLmQTngr+T55iNOnT6NUqVJG3oGXYwT0I8DRaPXjIsNDkwWg4i/FLCooTzjicjMjIBG4dueuTM9DLpeUJoDJvBHQG/+NImqE0PTJo6Si6SACaxB9EzmAt21ajTnTx4WMUF0unD2Bjq1rqRXNxMIVkayi4Smanz9/Rsc2tbFPuCmSEkeRmelD5c0bVmLYgM5y4ao16qN5266yfOvGFYwZ0Vut9AW9CMTvfdtLRZOU2j8nzoVLOjdpmdVijipRkGnYwC4y56K/n496T2XdtGIfRycXpcpXC0MgefIUKFD4F3nfT+/nVBAWdntZnHAQEH+CUTokKq2SaSGcodzMCBgVAVY2w4FTcaGtU1GkPGFiBKwEAcWFltIDkBWKybIRcHBIhfnLNmPHgUtYsf6AcKP1lAJv3bgK5FpK9EnkwZ04drB0ZaXAKkNHT8b+47ex58h1LF2zCzbC0qhLq1fMg9eTR7K5bYde2Lz7nPw0bamKhnv65GGcO3NM9lPE43IVq8ny0UN7pKL75ctnDB3wGwJF4noissAWKWaYh4khMpG19cqlM3LtNh16YO6SjSA+iUgpHjZqCkaOnSHr/MMyEShV5lcp2AnhSsvECFgLAqWq1ZWikrKp92WktQDBcsYqAvxtUg/cX8QZp3379skeVjb1AMRNFouAOgptSC46ixWUBZMI9B/yl7BgF5TljJmyol6jNrJM5xeDggJl+eL5k/D18Zblzj0HoXrNRtJ9lpSyrNlyg8426tKOLetkEymvv3XrL3O1Ur7WLkKxVKyoRw7skmNonRFjpiFn7nyyvnblQrRrXg03r1+R9fqNW4M+hpIhMp06rjqXnCdvAXQUefk88xWWfFKdvoDt4xyMhsJttuNKl1Mpm2cP7RYvVlRu3mYrDDPOCBiIQB4RjTm58Fx6+PAh7t6NvdzIBrLHwywUAT6zqefGnjt3DsHBwciVJTNcXUQeRyZGwAoQeCOCxly8eQsJRACWAoWLW4HELGJSnWBALiJVikJ05pLo0aN7ShNq122uLodXIEsouaYS+Xg/Rdf29bWGfvjwXtafeT9Wt1PQoAn/Wyxcb+vIuU8fP5R9ZM0kq2ZkyBCZXFzd5ZLv3r1VL01K5pvXr2X923dVQCJ1JxcsDgGXtK7wyJBJWuBvXz4Hz6K/WJyMLBAjoIuAOJGAwqUr4dDWtTh06BBy5MihO4TrjIDREWDLph5I6ReQqLwxcmvqWZ+bGAFTRODo+YvSqpNbBGr5WURSU+SfeYo+AnQWU6HvP1QK1+uXL2QTWSQ1I8kq43SvFK1WIVL8vgp3XM1PpszZhbtuXqRM5aQMk9dUqZ3QoInKsqp0tO3YS1pRlXpUrvpkKl5CdTyClNp+PVpjzcoF6NOtOby9VApw8RLlorIVzzEzBAoVLiE5vnRC9T/fzNhndhmBKCFQUATIIlK+60ZpEZ7ECEQCAbZs6gHr8OHDsrVi8WJ6ermJEbBMBA6dOSsFK1S4pGUKyFJFCQFXtwxy3ts3r+Q5Tn1us5oLk8XIXgRgofQq9YT7a+t2huUxvH/vJpbM+5/mUhgzvLc4U7pVuuFqdUSz4pmvEPoOGoMZU8fg3Omj8qMsWa1mQ5StoDpDqrTx1TIRKFikhAxYRcpmm35DLVNIlooR0EGgYCmVsnnkyBEZJIvjM+gAxFWjI8CWTR1IPwoXsFOnTsnWckUL6/RylRGwXAQUZbNgUXahtdy7HHnJMmXOJidRJFnlLGZEq9AZzDx5C8khG9cuxds3KtdUzTkfP37AjWuX1E2vhPV0cN/f8OnTR+nGXU2kXyHyf+6LQX3ahsmBqZ4YjQIpxRTwiIjKlUUOur8mzsOQkZM4OFY0cDWnqQUKqf7W3Th3QkQ9VgXEMif+mVdGICoIuGbMCKd07uJcfhCuX78elSV4DiMQKQRY2dSBixRNChBUIFdOpHRIqdPLVUbAMhF48VL807l3X+Q+TKwOGGOZkrJUkUUgf6FfkL+g6jzb9CmjsWLZHDx6cBfPxblMihb77VvY843lK1eX21D6EkqZsnfXZjy8f0dGoF2+ZBYa1SqFf1cvlmMo8uyQ/h2lYkkNFOBn2MjJUCLXUq7NkUN6hJtmRS4SyR90PnPc6AGgc6nkurthxykZfZai4vJb/kiCacbDHVKmQpasOfFVPIM3L6heMpuxOMw6I2AQAuJ9IAqxK61BWPEg4yDAyqYOjooPe8ViRXV6uMoIWC4CR86el8J55i8sFM7Qc3uWKzFLFhkEBg4dB2cRPOjr1y+YP3MCWjf5FQ1rlkC9asXwIVgV8EdzPYpYqyiLPs+88OeIPmjTtAr6dW+FhbMn4bU410kWUKJJY4eqrZyNmrUXQYiayfbufYahfKUasnxauDlOm/iHLBvjh6b1dYvI+9mrcxN5bvPWjctGVWqNwSuvEbMIFCoacm4zJEJxzO7GqzMCpoFAgZIVJCPKd17T4Iq5sFQEWNnUubPKL16F4hyZTgcarlowAgdOq3IOFhRh0ZksBwFNK128eKo/9/Hji3CEIRQ/ROFT6soYqieIH3qkP33GzPhn3T40adFB5uLUDLqjzEUClfKo1ElZ7N53GAoWKS4t5kq7o5Mz2nfsg/6D/wIpert3bJBdRX8pgx59hyvDpDI6fMz/RFoSlUvuZjGWxhtDpovnT4lIuU/kXt+/f8elC2cw+39j0alNXdSqXBCUZ5TJOhAoyEGCrONGs5RaCBQopVI2jx49qtc7RWswVxiBaCIQT7gT/RfNNSxm+rt37+Dg4CDleXv+DGztbC1GNhaEEYgIgWy/Vsf9p08xb+lmcd5OlXcxovHcxwhEBgFylX0pXGpTivxuhkS0jczakR17/eoF9OjYWFowU4ijEvkLFpNnN8nN9/Hj+/ge4ha8ZPVuZMueK7LL83gzQ4BcqauVzytfbuy8/w42dqpzvGYmBrPLCEQagWbFssLn8QOcOXMGxYpxQMxIA8gTDEaALZsaUB0/flxG5iqWNy8rmhq4cNGyEfB9/lwqmjY2tjIlhWVLy9LFBQLkmu2Szi3OFU2S/djhvVLRpOd95foDGDtpPkb8OQ3L1u7Bmk1HkNpRlZJlx5Y1cQEV7xnLCNja2cu/e2Thvn72eCzvztsxAnGHQKGQqLRKBoa444R3tnQEWNnUuMNqF9piRTRaucgIWDYCh8+ekwLmExaehAlDXSctW2qWzloRUM6KklPP9+8/tGBImjSpiEr6Sba9DFLlF9UawBWLRKBgYVVU2osnDlqkfCwUI6APgQIcJEgfLNwWAwjwN0sNUNXKJp/X1ECFi5aOQOh5TU55Yun3muUDSpergnWrFoHSr3RoWR05c+eHm3t6cYbTCzdvXMJ74VaZIEEC1GvUiuGyEgQo3+bKZXNx+fghK5GYxWQEgPwlyksYTpwQqX8+f0aSJBwckJ+LmEGAz2yG4Pry5UukTp0aiRIlwruLZ8QvXdKYQZxXZQRMDIH05SrBy88PS1btQrYcuU2MO2aHETA+AocP7MT0yaPxItA/zOLJUzige+9hqFGncZg+brBMBD6J/NpVyuWR53V33HuD5A7JLVNQlooR0EGgdWlPPLl7AxQoqEyZMjq9XGUEjIMAWzZDcKQD0kTF8nqyohmCCV8sHwE/f3+paNrY2iFLtpyWLzBLyAgIBCilClk4L4ncir4iNcur10FIkTwlXNK6olDRUvyG38qekqTJkiFX7ny4fvUi7lw6i6IVKlsZAiyutSKQv0RZqWyePn2alU1rfQhiQW5WNkNAvnDhgiwV8/SMBdh5C0bANBA4f+OmZCRHLk+tlBKmwR1zwQjEHAJ0PpnSrTAxAoRAzhBl8/aV86xs8iNhNQjkyE855Wfj/HlVrm2rEZwFjVUEWNkMgVv5RSviyW6E3z5/weg5c7HnxEkEC/eiWuXKYsKgATH6YO4Xey1cvx7xEB/rpk+N0b148VAEzl+7Lis5c+ULbeQSI8AIMAJWhkD2nHmlxHeEssnECFgLAjnyF5aiKgYXa5Gb5YxdBFjZFHhTVELlF61I3jyxewdMbTeBRYX2v+H4hYtqzlzEWdZF/66H/4sg9G7VEnb2duo+YxXuPXmC9Xv2y+XWGWtRXuenCFy4cUOOyZFL9UXrpxN4ACPACDACFoiA8jfwHiubFnh3WaTwEPDImhNJktngqcizHRgYCCcnVeqn8MZzOyMQFQQ49YlAzdfXF89FrsHkdnbI5O4RFRwtZs763XvUiqadrQ2a16qOPNmyouOIURg+fSYWbthgMbJavSDixcK5G7ckDDnYsmn1jwMDwAhYMwLuHhlBZ9cDn/vghX+ANUPBslsRAgkTxkM2z4JSYsXoYkXis6ixhAArmwJoxYW2qKewasaLF0vQm+Y2G/aqrIvuLi4IOHkUqyZPwl99eiKVg4NMB+CZLZtpMs5cRRqBpz4+ePn6NSj6JgVGYWIEGAFGwFoRiB8/PnLkVHk23WXrprU+BlYpd/b8qtzyrGxa5e2PFaFZ2RQwK79gRUjZtHJ6KlJgEFUsXgzJhGsFUXL75Hh2ZD+enziMSiVLyDb+Yf4IXAgJDpQzd17xjsW6X7KY/91kCRgBRiC6CCgeHneuXIjuUjyfETAbBHKwsmk298pcGeUzm+LOKcpm4TzWq2x+//IF70SS82fCnZgoWdKkeP3mNeyFwpkgcWJ8Fv0JRaLz/759QzwRxZHo06eP+CQSASdKkAi2dragNS7cuo2Uye2RLVMmOSa8Hz++fsXtx0/gExCA3FkiHhveGtwePQTOX1ed18zOLrTRA9LKZu/c+i9OnzwsreE9+g63MulZXEtGQDm3eefyOUsWk2VjBLQQyFmAItKGevlpdXKFETACAlZv2aTgQGo32rzWG4l27rr1SFm0JHxCzqrMXbNO1qetWCVy0L2SZerfdOCg+rFr/fsQ2V6+bXtMmL8QNoWK4pcmzZG9Wi1kFHnKLoZYztQTRIGUzJHi7GeygkWQp1ZdVOnQCW5lK6HHn+M0h3E5FhBQlM2cIVEYY2FL3sICELh75zqOHNyFM0Lh1KStm1dj+cIZCH7/TrPZoPIz76eYM3M8zp89btB4HsQIxAQCasvm1fMicGBM7MBrMgKmh4BrxsywsUsOP+HZRjFMmBgBYyNg9crmExEF9eXLl3BMlRJuLmmNja/Zr0fK+H8/9ItBfUSktAyeOk2WKcgS0RMfX1T5rRO8fX1kXf4Q46t07IIxc+bhy5evsilNqlTswhmKUOyVfvzA+ZtKjk1OexJ7wFvmTg/v38Gkv4Zg4bwp2LZ5baSFnDtjHFYvm4sRg7ri+/fvkZ7PExgBYyCQNp2bPMP+JigQz589M8aSvAYjYPIIiOPKUM5tKsYXk2eaGTQrBKxe2VRcaIvmEVZNKz631qFhPTw5uBcujo7yAe7YqKGsd2vexKAHunOTRnh74QwCTx/DjGFD5JygV6+xevsu9fwFwnp64PQZWf9VnP30OXoQ/qeP49W5k+jZsrl6HBdiHoEHXk/x7n0wUjs6wSmNc8xvyDtYNAJpXNLJL+kJhKt95qzZIy1rtmwqr5LM2XLKQGSRXoAnMAJGQIDOrivWTQ4SZARAeQmzQYDzbZrNrTJLRq1e2VTe4hTx9DTLG2gspikYUHo3NyROlEgumdohhazb2Nj+dIs8WbNi3phRSJIkKRInToKerVsifbp0ct49kbtJoQX/bpBFNxdnbJ0zA+lExFuiFMlTIHvGDFRkiiUEzl9TWTVz5s4fSzvyNpaMgL0IIrZx52ls2XMORX8pE2lR23TshfXbT2LmfM6yG2nweIJREcghAqYR3bnC5zaNCiwvZtII5MzP5zZN+gaZOXNWHyBIsWxac3Cg6D7DNsmShlnCI11aPBW+/2+V81vCbfPmgwdyXMtaNZE0abIwc7gh9hA4d0MJDmTdL1liD3Hz2umjCBZ268YVpEzlCHePDEiUKPFPBfgqAoQlSJAQ30QQsYQhQcQ0J716+QKPH90XayWCR/rMSOGQUt39+dMn2Ioch7QvXYnITf/d2zeybGtnLy2eAf5+8Hn2RFqflGjZcoCeH9/E+fAPH4K1ehKKvQ15gaY1iStWhUCOnKq/iRyR1qpuu9ULm00jIi397eUI9Vb/SBgVAKtXNm+GnFvLnzObUYG19sWSJUkiIfj+TXXg833wBxm5lhoVq6e1YxSX8t968FBunyVLzrhkg/c2MQSePHqAebPG49yZY/giIk0TkdWyXqNW6NR9ULjcvhFBxGpUVFnJx4yfjQqVa6rHXjx/ChPHDoaPCAKkEOU0LFysNKbMXC6/1MwRZzY3rluODBmzYOUGVRAyUkxbN64sp/QeMAq7d6zHvTsqi3zChIlQvXYjDBw6TutLEfGxasV8HNy7DYFCMf0hXnJpUoFCxTBzwb+aTVxmBLQQyBri0v34ruqFnFYnVxgBC0Ugrbu7DBIUFBSEAJElwNmZj9dY6K2OE7Gs2o32tUhoT79USYVi5OascumMk7tgBZva2dvJIEwkql9goBVIbNoi3nn0WDLokSGzaTPK3MUqAqOG9sCJo/uloqlYDt+9e4sdWyN2b1WChekyu3vnBvTu0kxL0aQxpASeO31UrQzqnS/eris0ffIoqWg6pEwtm759+4ptm1ZjzvRxyhB5HTawiww05O/no15bGUDBXxyd+O+8ggdf9SPgLM4fJxbpvl4FPEfwO23LuP4Z3MoImD8CFLLEI0sOKcjdu3fNXyCWwKQQsGplU/mFkucFKRwXU4wikFec7SRavmWbiEarsprE6Ia8uF4EKD+qlwhxTsFcXF099I7hRutDgFxOH9y/LQWv+Gst7Dt+C3uOXEevAX/A2cU10oCQlXHmlD/lPHKbHzB4LLbtuyDPZvYb8hdI+TPUVcvBIRXmL9uMHQcuYcX6A8KNVuXquHXjKpC7LNEBYc28ckkVgKxNhx6Yu2Qj2nboJfton2GjpmDk2Bmyzj8YgfAQIKu7m0dG2e314E54w7idEbA4BDyyqIK7Kd+NLU5AFijOELBqDUv5hcqRUfWPJc7ugpVsPKJ7VykpneUs07ItDp85i8deXvB9/hwUuZYpdhC4/8RLbuTqlh50ho2JESAE6CwjubESXb54GpcunIadcKFt3KwDFv6zTbZH5sf+PVvx9o3q93rwHxNRt1FLpErtJJXM+g1bSaWTvtgbQv2Fcprbs6AcmjFTVuHW20aWSUEOEmkqiE4dV7nf5slbAB27DYRnvsL4rVt/UJ0sp/sEP0yMgCEI0JliIq8HbOExBC8eYxkIuLNl0zJupAlKYdh/ehNk3BgsqZXNTKxsGgPPn61RrlhRDOrQTg47e/UaKrRpj0yVq8G1bEWMnDXnZ9O530gI3H3MLrRGgtLilqnftK2U6WXQC+n+Om5UfwQHv4+SnE+fqAKCOTo5o1KV2lFaQ5mUVETL1iQX4eqoUHBIEDIXV3fZRG6/CpGS+UYclyD69v2b0sxXRiBCBNJnyCT7vdmyGSFO3GlZCLBl07LupylJY9XK5p07KhcZtmyGPpIJEqgeifjxQh+N+AniqQfE02yPl0C267NOxA+ZkiBh6Do0eMKgAdi7eAFqlC0N95DUJ+rFRcFQtzrNOVyOHALq85rpM0VuIo+2eATI4kgurkq06F3bN6BTm9p4+kQVUCoyADwX5yaJnF3SRmaaQWMThwQgo8Hff6iUyOIlysu5Tx8/RL8erbFm5QL06dYc3l6qlyvFS5ST/fyDEfgZAu4eqr+NXg/ZsvkzrLjfchBwz8xutJZzN01LEquORqtYNrOxZVP9VD46uE9dVgoOKRzw311VFEilja7rpk9FeGFDdi9eqDlUq/xrqZKgD1PcIHDnierLt3vI2/u44YJ3NVUESOEsIRS3yX8Pw5lTR0DKW5+uzbFhxyl5ztdQvl3SusqhPt5e0o01pl8keeYrhL6DxmDG1DEy+BAFIFKoWs2GKFuhmlLlKyMQIQIeassmK5sRAsWdFoWAWybKyhAPjx49EnE1vshAWRYlIAsTZwhom53ijI3Y3/j79+94EJL3MXv69LHPAO/ICMQRAncfPZE7e4S8vY8jNnhbE0Pg08ePagumiwjeM1mkJenQtZ/kMlBE5jx/5nikOM6QURUQ7PXrl9iwdlmk5kZ1MCm4ilWWypWr1sFfE+dhyMhJ0OeBEdV9eJ5lI6Cc2Xz26J6IamzZsrJ0jICCQNJkieHs5gH6fkwKJxMjYCwErNay+fTpU3wWeeTSpXGCrZ2tsfDkdRgB00ZAnGG7w2c2TfsexRF3/v6+Mq9l7XrNULNuM5B1RzNP5Zs3ryLFGSl6yxbNwKuXLzBjymg8834MinKbMGFC3LxxGZcvnMFvXQcgU2bj5Dim85njRg8AneFs0KSNtHJGimEezAiEIECBsVKmcpTPrr/PM6R1d2NsGAGrQICCBPk/ewry/MuRQ5UKxSoEZyFjFAGrVTYVF1o+rxmjzxcvbmII+L8IxPvgD7AXX6YonQQTI6CJAL3R3rxhpfxottPzUrhoKc2mn5aTC/f7gUPH4Y/B3UF5MTeuWy4/mhMbNWunWY1Wmdx08+QthJPHDmCLkOGxOG9XvHRF5MtfBNlz5o2UC3C0GOHJFoEAvWyhFyXPRJAgVjYt4payEAYgQEGCLhzZK5VNA4bzEEbAIASs1o1WUTazZcxgEFA8iBGwBATuPH4qxaAvUjF9hs4S8LImGSjvZccu/eEcctZSkT1rtpyYNGM5Ujs6yab48VWBweJppC3RdFHVDCJWpnwVLFm9SyqqmkF9UjiklG2pHZ0jWFO1Dw2ITxnHNUhzjwTxVe9ML54/BR/vJ3IUKc2XhOV09v/GigBHdVGrckFQTk4mRsBQBNJz+hNDoeJxFoRA+swqa6byHdmCRGNR4hABtmxyjs04fPx469hG4O6jkLQn6bPE9ta8n4kjkDhxErTp2Et+3rx+BXKbTZEiJUgx1KQ+A0eBPppEVswTF1UvMjTbqUxustPmrpIuuQH+ftLC6JTGRWuYvjUzZMoS7pp58hbU6rt+9QL6dW8pzxoRv/kLFpNnNx/ev4PHj+/LfJ+Txg1FzjwFkC17Lq29ucII6EPAPUTZfPpQFbVe3xhuYwQsDQH3rKxsWto9NQV5rF7ZzM6RaE3hOWQeYgkB9XnNjJljaUfexhwRIIVNV8mMrhxk/VQi1EZ3Ld35xw7vlYqmjY0tVq4/IM/bKWN8fbzRtX09BAkX8h1b1qDf738qXXxlBMJFQMm16SVeWDAxAtaCgEfWnFJUtmxayx2PHTmt1o2WAgQRZXJTheePHbh5F0YgbhHw8vGVDKRNywEv4vZO8O7GREBxCacgQd+/a4cPTZo0KT5/+iS3exn0wpjb8loWjEA6V1WUev9nTyxYShaNEdBGwEnkP0+YKDFevHiB4OBg7U6uMQJRRMAqLZv0hcTXV/Wl2zWN6sxQFPHjaYyAWSHgExgo+dV1YzQrIZhZRkAHgdLlqmDdqkX4+PEDOrSsjpy588PNPb04w+klIt9ewnsRoTZBggSo16iVzkyuMgL6EXB0SiM7Xjz3FXliRfZB7WPD+idxKyNg5gjQc+7okg7PvZ/Az88PWbLwkRszv6Umwb5VKpuvX7/GJ/Gm29bGhtOemMRjyEzEFgK+/gFyK0cn7TNzsbU/78MIxAQCnvkKYdS4mZg+eTReBPrjxNH9WtvQmdLuvYehUJESWu1cYQTCQ8DWzh5JyCouXmAEv3sPu+R24Q3ldkbAohBwdHGVyiYZZVjZtKhbG2fCWKWyGWrVVL25jDP0eWNGIDYRENnJfUMsm46O/OzHJvS8V8wjUL5SDZCF89KFU/B95oVXr4OQInlKeU60kEjbkiRJkphngnewGATINdvRyVlYx5+CrJt2yY2TD9ZiAGJBLBaB1MKySaR8V7ZYQVmwWEPAqpVNN2f+wh1rTxpvFOcIBL16LfIdfpM5NumNPRMjYGkIJEyYEEV/KWNpYrE8cYRAqLLpgwzZWNmMo9vA28YyAk7OrGzGMuQWv51VK5tpnVV54yz+LseSgMs3bsbOY0eRPm06TBo8KJZ25W0MRUBt1RRv65kYAUaAEWAEIkYgdcjfyiBh2WRiBKwFgdTCjZaILZvWcsdjXk6rjEar/AK5hgQAiHmYrWOH8zduYv2e/dh1/IR1CGxmUvoE8HlNM7tlzC4jwAjEIQJpQs62kxstEyNgLQhQgCAi5buytcjNcsYcAlatbKZLw260Mfdo8cqmhoCfOjgQWzZN7d4wP4wAI2B6CKR2VP2tDHruY3rMMUeMQAwhwGc2YwhYK17WqpVNVz6zacWPvvWJHmrZ5Jcs1nf3WWJGgBGILAJpQtxoA/3ZshlZ7Hi8+SJA0WiJ2LJpvvfQ1Di3amUzLVs2Te15ZH5iEAFF2VTe1sfgVrw0I8AIMAJmj0DqkKM2fGbT7G8lCxAJBDTdaCkvPRMjEF0ErDpAkGsaywkQ9O3zF7z/9EEmLrcX+cGInnh749W7tyiQPQdER5hn5ZmfL+4/9UbW9O5wE0F9dOnDh2B8+fpV3ZxMRDBNkiRqUUzfiaTq1+89QIL48ZEjUwaRkiCFel19hRcvg3DzwSMkTpQIOTKmR0qHlPqG4fPnT7h2977sy5s9a5T507u4hTWyG62F3dAIxPny5TOWL5qBs6eP4qPIE1iydCV06z00ghkx07Vz6784ffKwTD/So+/wmNmEV2UEYggBJR/xC3ajjSGEeVlTRMDW3g5JktkgODgY7969Q/LkyU2RTebJjBCwOmXzh8g16OfnJ29RWgtSNicuWYph02YguZ0dgk4dR+O+/bH54CEpZ9b06bFm6iQUypNb1ncdOYqOI0bCNyBQ/ahmcE2HVZMnokTBAuq2Kr91wYmLl9R1KqR1ckK2jBnQs0VzNKj6q1afvoqfvz9a/z4UB06fUXcnEIpv9+ZNMU1ErI0nUhVo0pGz59Bx+Eg88PJSN8cXCuqvJX7B7kULAJH7jOi9SLLdZcwYrNmxG3RPiWhc5yaNMGPIYCRMkli28Y9QBHyUHJscjTYUFAss0Zvovt1a4Orl82rpUqVyVJdjs3D3znUcObgLGTJmASubsYk872UMBBTLJgUIIgNPyL8fYyzNazACJosAPedk3fR5/EC60rKyabK3ymwYszo32qCgIHwV1joH8aYmqlY6U7y7mq4OHYQiqSiaxOv9p0+x++gxyfY/m7agRuduakWT8tIRPfHxRZmWbXDmyhVZpx+aayqNfkJhOXruPBr27ovKbTvgh4blUxmjeW3Yu5+Wokl9379/x4wVq/DXPKE8atDKLVtRvnU7LUWTukmZ3HPiFBXkaLLaFGncFKu27ZR9lHybPjRu7pp1qNuzl8aqXFQQ8FVHo+UAQQomlng9uG+7WtG0sbFF5ap1UKhYaUsUlWViBGIUgWTCumMrPIW+ff2CtyJPMRMjYC0IODrzuU1rudexIafVKZsBIV+4nVOnig18Y32Pt+/fY93uPfhn/Fjc37sDgzt2QGYPdwzq2B5v3r5B3wmTJE+5s2TBgaWL8PnKBexbvECOISVwwITJYXguVaggLm5ajx3zZmPyoAHIn1O45Qoia+XwGbPCjNdsIDdcdxcXrJ40Ac+OHsDuhfOQOqWDHLJqx0710FevX6H33xNl3SZZMswb9QcCTh3F00P7MHfkCGR0E3/4Ql4rT1y4BHcePZZj/+jWBX7HD8nPgHZtZNvOo8dx4KRQTplCERCv5f2DXsp6yjiycoUyw6WYRODY4b1y+TTOabF13wWMHDsDbTv0jMkteW1GwGIRULwCXr1QpY6yWEFZMEZAA4GUaVQvpZXvzBpdXGQEIo2A1Smb5H9ORO6mlkq9W7VAq3p1kSVDRvw9oB9u7dyKxImTYOuBw3j5WvV2duLAfqhYojjiizORlUuVRO9WLSUcJy9dxvMQhVzBJ7WwAhfMnQs1ypdD/w7tcHzFchTN6ym7Jy1Zhu9fvihDw1xrlC2DS5v/RbPaNeHqkhZVy5RGoyoq99sXIbzQpNU7dql5WzbuT3Ru1gROqR3h4eqKLsLl9tHBfeQnK9dftGGTvBYWbsGje/eEswjiQJ8J/fsiTSrVS4R/d6u+cMuB/EOcvf0iLcoJhCU7SZIkjIgFI/Dc75mUrnDRkiDLDBMjwAhEHQEbW1s5+cP7t1FfhGcyAmaGgI2tKvaH8p3ZzNhndk0MAe0DcybGXEywo/ziJA/5BxITe8T1mg1ClDmFD1I0iW4/eqQ0YaxwYR03f6G6/vLNG3X5/lMvuEQQqddOHB7v3qwpzl27jm/fvuHOk6fInS2rer5mYVSvHurqy5evsGHffpy6rHLVpTMwCt16qOKN0tE0ql5NaQ5z/fTpI576+sr2B17eKNVMpSQrA9+KA+1EDzXOfCp91nx9906FC7lVMlkmAl/FC4WPHz4gwF91Jp2OCbx98xrJbGyQKFHiMELT+O/fviOp8CQIj96JAGP/Cfd0ZY1vwlPhxvVL4gxmVjikNJ53SHDweyRNmkwGOAuPF932n/FPnhrBIjCZmoRnhL19culyr24Lp/Dk0QO8efMS7h4ZkSq15QSSC0dcbo4AAeVv5gfNZymC8dzFCFgCAuQ+TqR8Z7YEmViGuEPAapVNe/EFzBKJXFAVq6OufH6BL9RNX4WSqEl2Ao8innlkk26f5jilrLjSUv3Rs2fhKpuy3+sphv1vJtbv3Seta0kSq774KoF9aIxXiALpnjYtVcOlgBBXUBpgZ5NMK1outXmGKL1OIRZOamMS/zBEZGEiG1vLtehb+33esmEVpk8epYZh84aVoE+3PkPRvFVn2f750ycsWzQdJ47uh9fTR/L30SmNC3J7FkTXXkPg6uahnk+FmhXzyzE9+/0h+yb8NRivXqr+jjRr1Qmduw9CQuEdERW6fvUClsyfhnt3b+CNcKNPLP4uZMiUFTVqN0H9xq31KoWR4f/yhdPoIwIlaVJiYdV3dfVA3oJF0b5jX6R21FYk161ajC0bVsDbS+WmT3PzFSiC3gNGI1uO3JpLcdlKEFAsPB9Z2bSSO85iEgLJWNnkB8GICFitsmlnb5kWnoSU4iTkbKPuc1IwV04sF0F4KIXJ2bWrwkSC1R0fUd37+XN1d0bh6hoenbhwEeXbtJcW0CrCXXeicOs9eOYM+o2fpDXFI106WZdRaCMI+0fjUqZIgVfCEksRbQd37qS1Dlf0I/Au+IPsUN7S6x/FrZaIgBLoi5TLAT1bw9fHW0vMwIDnMmLs6ZOHMHjERBlQSBmgzH3w4DYWzZ0s06gofTu2rkNrcRbUPgrK5oLZE/HPktnKUvL6Rbjj37tzU3z+wKH92zFpxnJoPq+R5f8/aLhOhOz05fNnPH50X3727dyMP/6ajtLlfpW9t25cxsypY2SZAo6RZZg8KSiqL/WxshkCopVdlGeQLZtWduOtXFwbu+QSAbZsWvmDYCTxrfbMpr0VuhOWFIF+iD4K68bExUv1PkLnrl4TrmcqK5jeASGNU8RZTSKKZpsjQwZZ1vdjqhhHrra1K5TFHhGIKG9IcCHdsbmzZJZNL4Sr7ayVq3W7Q+viS2DJAvlkfcaK1Xgt3AR1ifIKnr1yVbfZquuKe7GtBbuPW/UNFsLXrNsE/247Idw+VWlOatdrJuv1GrYS0TS/YvSwnlLRJEWqYdN2mL1oPeYv24xOPQYhiXgBRVbDCX/+jmfeT8NAuXvbeuTJWwj//Lsf/5uzEh7pM0mrJrmlRpaOHdmrVjRd3dNj1LiZWLJ6Nyb8b7G0ItJ6pODNnjZWvXR0+R8+eqqUd+joyVJ2SpNEfyfGjR6AwAB/uc/+PdvU+63ccBD7T9zGwn+2SmVUnxuyejAXLBoBxRtEyyXboiVm4RgBtmzyM2BcBKxW2bTkM5vhPSIFc2QH5dwkGvK/6eg2agxOijyal2/dxNrtO1G3S3cUa9wMz/xDrZY09rFwcSULJaUceeLtjSZ9+uKwSH9C1K9NqwhzWh4UeTOJbJOFWpIfeqkCmHz/8V2mMyGFsXnN6nBOnVqO7TX2b/QcMxanRLCi8+Jc6Mx/VqJB9164/eC+7G9ctYq8UhqWwg2bYs22Hbh5776MQPu3OIuaoUIVTF26XI7hHyoE3oWcZbWxUZ3DYFwsDwEKBpTO1V19PtMuhYOsk2XmwN5tuHv7hhS614A/0GfgKKHYFZXus63bdcfM+WvleUmy5JEFU5cosNSYCXOQKXM2FBFpVJav24s6DVroDjOoPmvqn3Kcc1pXLFm1C5Wq1Ea27LlQskwlzFq4HqXLqiyNWzeuwtMnD+XY6PKfKUsOKW/1mo2k7CP/nC7XfScidG/fpHq55ZmvkJr/Vf/Mk1bNnLnz4+8pC1GjTmN1HxesCwElyBa70VrXfbd2aW3YjdbaHwGjym+1brT2VmjhiSe+MO5bPF8olM0R8PKlzElJeSl1iSwfmnTt7j2UbtFas0mWCwi33DG9e4Rp12xoVPVXLBbRY9fs3AVyvaVUKBRYiOidsKA6lyyLTo0b4s++vTF/zEg06tNf5kGdtWo16KNJvYVim1M0UKRd4mmyUCgfiiBBzQf+rjlMlnVlCDPAyhreK8qmFT73Vnar9Yp7UwT1IaIzig0at5VlzR+58hRAxV9rYd/uLbhz65pmlywXLlpCBtdROqJq6aOARYobb4u2XWGrc4aYfm+79xmG40dF9GlBd29fR/oMmRFd/hW+lWvFqrUxZ9Z4+Pv54OHDO7K5ZJnKIAWY2nZt/RcXz55Ab6GUlymnermlzOWrdSGQLORvJkejta77bu3ScoAga38CjCu/1Vo2LU3ZTJBAdSvJPSwiyuDujoPLFqNDw/qq3JUhgyloT6Xiv8i+bJkyaS2ROHEirVQxZIEc0uk3nF+3Wp5rUgareYgXysNgkd+zeplSMtjHCWFF/SzOZVGKEnK/JUqYMAHKFSsqy3UqVcTVLetRWaRkSaqRnoPyclJbujQq90AaPOn3gZgiPhV/KQYl4BC1UzTbUT26Yd7oEVRlCkGAFHsi5fxRSDNfrAQBb68nUlJXt/Qig1Do76em+OnTq1zZn3k/kW63mn0Fi5TUrEa5TOcuFfJwz6gUta7kWpuAzp4L8nqssmxGl3+tDUIq2bLlliVfHy95pZRAC5ZthWLh9H/ui6H9O2HS30OhnF3Vtw63WTYCNslUQdXYsmnZ95ml00aAAwRp48G16CFgtZZNS3OjpUA5hgbLyZM9GxaNVbmyvXgZBIoKm4bOeelYNJVHq1rJktgydxaePfeTih3lv9RH04cPBX00iXJ97lw4H69EtElSMO1DXDO6N28mrKtByCAC/pDFVaGcWbJi39JF0r2W3HkTxE+AtM6q5MLKGHkVvPZr31Z+vn3+Ar+gQCFDai3lV2u8lVeUM5vK+SMrh8PqxE9HUWaFR7tiVdQHwDNfldKVXLjfktusJiVMELWIs5prUNklrZu6ydfPW13WLJCSR2lLiJxColNHl3/N9ZVyQICvLKZN5640ScvvnMUbsW3LGsyZNk6mTtkqovymExFsW7Tuoh7HBetBwMZOdQTkQ7BGGh3rEZ8ltVIE2I3WSm98DImt/xV3DG1mCssqkbXsQ/6BmAJPccmDY6rUSEPh/8NRNNW8iX63tOkQnqKpHhdOIaVDSrWiSUNsBf4ZPTy0FE2tqcL6QvvpVTS1BgrraJLEcE/nyoqmDi6a1dAzm6FnZzX7uWzZCGTLrrLivQj0x5b1K8MISxFaD+zeKtvz5i8iPRHCDDJCg6NTGnUAo1VL52hFt1WWX6BxZjR79jyy2dj8XxJpUZQzrJkz55B7PHpwVwYzI1feOvWaY4UIhuTsooqSTQGSmKwTAbsQyyYHCLLO+2+tUnM0Wmu98zEjt9Uqm3Z8di1mnihe1SQRUJTNZDpn5EySWWbK6AhUrdEAbu4Z5LpTJ47AjCmjcePaJZlqZOO65ejWoYE4K/1Futg2bdnR6PtrLtiha39Z9XnmhQ4taog0Jzvw8P4dXDx3Er/37YB9OzfJfgoYlCNXXlmOLv/nTx/Fc3EWkyLQHty3HSN+7yrXpXNJdRq2lOVlS2aiVaNK8twq5f2kNClKLuDPnz/JMfzD+hAIPbPJlk1zufs+j59g3p9DcP7oIXNh2eT4ZDdak7slZs2Qtq+UWYtiGPNqyyYrm4YBxqMsAgG1G61GVGCLEIyFMAiBpMmSiZyS09C/ZxtQBNZ/Vy+RH83JZNHr2mso8hcsptls9DJZDa9dOoe9uzaDznD+Mbh7mD3cPTJi8B8T1e3R5X/urAmgjybRudC+g8aArK0KeXs9xpjhvZWq+tqmQy91mQvWhYByzp3PbJrPfZ87ZgCO7RTu8MvnYfvdV+IMuPnwbiqccoAgU7kTlsGH1Vk2379/L++cvY2NZdxBloIRMACB98KiQ5TMlp97A+Ay6yFKAKAEQnnUJIo4u3rjIVSpXk8rsmxiERgnf8FfsGD5NjRrpW3VjC/OTBPFT6C9lua6EZWV+fF0ghKN+HMaRv89C+kzZtYKWOSUxgXtO/aRqVVSpkyttXRU+FcWcHBIpRTledTcnvkxb+kWVK1RX93eqEk7mXZFCU5EHYlF4LTmrTtz6hM1StZXsLFVpYv6GKz67mB9CBhf4gBfP6Ms+jqIPBC+hVkrq2dB2ZY5Vz5WNMOgY1iDYtEPFpHsFQ8Pw2byKEYgLALxRJS9/8I2W25Lzpw5cefOHdzZtQ3ZM2e2XEGNINk/m7bgsY8PcmfJjIbVqhphRV4irhBo1ncA1u7ajZFjZ6By1TpxxQbva0IIBAY8l4F40jin1VL4YpvFz8JdNcDfF6Rc2tknN3j7n/F//uxx9O2mcpGlfJ4U5faVCErmIs5hJkwUfsAjcif2F8HQSOl0cnKOcKzBzPJAs0WAzvK2bvIr0ovoxStO3DBbOUyF8XVzp+HOlfMYOX9VtFgKfO6PPvXKYfzKHXDX813OV6RFc3FzF3/borWNVU8u55JQKJrfZTo6JYOAVQPCwkcZAatzo1WiHCpv/6OMnBVMbF2/rhVIaR0i/vhPFd2T849ax/02REqyIpoCUcoRcpuNLEWWf8rpqZvXU9+elEPUTSimTIwAIaBY5X+EREg2d1Q+Bn/Cly+fhdU+ifB0SYrPn75K5c9ZpEVycXPVEu/Vi5e4f+0i/s/eVcBFlXXxIyCIgKKChKhgd3d3t2K3q2u3a+y6xqfu6urauXZ3d625NnY3SKpgAAqifvfcN+8xMwwwyPQ75/ebmftunvO/w/DOO+eek80nL3t5q7ShmeLDu/e8ziljRhWljgW4h4/vhbYMzhml+IMb589kZylHQZWGLeF9+DthPuaBkTFTRmnuyA+R8Izl18WHPdnzFIAMzgkfQKFldGjL6vDq+WP4EPGWzSV4QaRL7wB26dLC50+x4MAeXH2KjmbBCBP35omKjIZ09ukTtX4qy+iYISPvh2sHvngCBYqX5fhJjFtggX/3mbKJ982kbFrgBhtQJNkpm6I7gJXVj7mFGXBvaClCQGcIiN97ZRdBnU1OExEChAAhYKEIiA+mv7Obbkug8b1aweWTh6BSvWZQuExFWMOChcUqAmCh2+n0TYe5Ijq5Xwe4euooE1lwfsP+vy3aAI4ZhLyjLx4+gG7VCnJI5u89B8UrxOfivXHhDFcGsXHd+UeQM29eWDv7D1jOctYinTu0i7/4BXs78PgDUwyjYNrALuB39rhYzZQ7G2jZYwD0nzybKTvCPVvIq0AY2qo6BL14yvv1axR/xtyXueAPmjob8MzmrhXzNVqjb1++CKv+mgCPbvvBh/A3YGuXDryZ1bpxx17Qomc/STHGyZVlHDJ1ARzavIqNu8bXtWEPpRq17wEjZi5RGcMbLeQN7xe+xn0hN1oL2U9jiiFfZTMN+VYY84tHaxsWgW9fhRuGNPS9NyzwtBohQAiYNQKisvntOzPXWQCJJ6f+O7oX8OXghJbHNMzC+Qme3rsJQ1pU5cpFMAveZW2TlisbKDb2Xf7nrzB02lyOwnct8cD1tv2zQFI0E4Nw4k9t4M6V8yrNX7/GwfblcyFDZhfoPvI3QKvn4OZVICTghUo/9QtRRvX6ZVN/g/Vzp7Fq4f8htqOijQrko7HX4MTuzTCDKdvpHe35UGUZ5/46kNc5u2SFd2/CII652+9dtxTsmQV1wMT4YGa8k4W8SVZ9NFUTEQKpQEB2Gpdo4RH/gaQCOxpKCJgNAvS9N5utIkYJAULAhBAQH9CJv6EmxFoqWUkDvcf9wayK72Dn7VBo2WsQny/w+RMIZ+e5f1+6BU68ioUVJ26CT4GivA2ju8Z9SbniUa9NF9hy5SXkK1qaz1OhThN+jXWbr/qDU0Yn+BIbC66e2Zn1dCNsux7ILayoZCId2yGc70zv6Ahzd56GcfPX8Xp8m7n1uDRXdxZdOjE6d2gfUzSnsubvzCU4D0xYtpXL9uf6A1CsfDU+7NalM7Bw4nCNU2TM4gqLD12GvfdCYe3Z+5CfudEi7ftBTDQuYmKV4n2y5X33TQxoGbAjY2WT3Ghl8P0mERUIfAPhBoHObNJXQi4IZM/uwyPbYnRb16xuchGb5NQxAuIN93cLs+5UqN0Iugwdw89aorLXc1S8oubbZxjUadmWt+UtWgxQWURCa14oy4+bUsIzmR45c0A6RRYAPE+J1/jyzJGdT1ehTmP459h1tlYHcMvmCRVr14caTX152/uIN/wTg/3gGBeP+LOlHtm9pblQjsRo/u9DeROeTV3OFOjaLXwBZatUrxHM33saKjcQYlTsW7sE/J88STDNiOlLoHBpQcH0zl8AWvYULJ3RUR/hLVPOLZEs90GLJe6WacskWzdauuk27S8mcadbBL59E91o6SGLbpGl2UwVAXdPL+jZd5ipskd8mQkCVooUQpZm3bG2Ub39y5jZmZ9fRLfStCx4kDKVqFRdunzDIkerBwuSGlNR6DV6gjQaU5qc3r8d7l75j9cl5hYrDUim8D7iPaBbMFLHQWMTBA3CLR4w8W84f3g37/Pw5lXIkScPL4tvdmq52d28cohNEPWBBTtiCrKlkfigxdK++5a2T+Ygj+qvjTlwnEoexT+e1P54pZINGk4IGBQBMSAWfe8NCjstRggQAmaOwDdFdjjx3sHMxUmSfYzMKgYLUu6Y3lE5Imz8eUflProov3r2HFawc6Gn9m1jEVDjuPLL502lVfnV04cSe9lz55PKyoVsPj48IBGu6//4vnKTxjIGFhLJUiIVi/KIn6KSKYfvvigzfeoHAdm5jht2cQAAQABJREFU0Yp/NKKlRz+wynvWuavXgle1mjBj2XIOxJodu6DtkKEw6k/LPERvDrttBcKfOimb5rBbxCMhQAiYCgKiIiEGSzEVvozNhxWLFCtS7KdPYvGHP29ePA9dquRnQXo2Qcmqtfl5SjxTqgtyY662IgX7PxeLKp+hLKc4KppIrtnirZYqnWR2gTk2kcT7ZpmJT+LqEAEZK5vCGTYdYklTKRDYefwEBIaGQdH8whPEK3fuwrbDx+Dg2XOEkZEQEP9ZiE8qjcQGLUsIEAKEgFkhIEahpbRRqtvmwPJOihQS6C8W+WfkuwiVa/ECU5kgvQ0JEqukzy2LZ/HIt5hi5e+th/l5SqlRraDsAvw6JFCtNeGli1tWyKTIK7xh3jTAXKPqJKZlwfr8xUqpN8vyWjynTN99WW6/ToWWr7KpZdhunaItg8kiP0bCeb/rLE9XWqhZXjhMLwOxTV5EK2vhrKZyKHeTZ5oYJAQIAULAyAh8l867WxuZE9NaPhNLAYJpU5B2Lp8Hty5dgLi473DpxFH4c0h3Xq/+5uiciVfdZilOsN/Dm9eZ2+wE2LpkLlw/d5K32Ts4SsMCXwq5NL9+/crSsQDg2Uskp4zCPFjetXIBD+hzbMdmmNi7A7wPZ+cnNVCv0VN4Lebn/KlOSfh37w6W6uUuXDt7CsZ0bg5Ht63l7ajs5i9eUsMM8qsSH06LD6vlhwBJrCsE4v0gdDWjic8j/tGQG61+Nur4xYvMFeUr1CpfDtKlE3JV6WclmjUlCIjfe9wbIkJA1wh8+hQNUyeM4NN26NIbChcly4CuMab5jIOAaNkUf0ONw4XprWpjkwba9B4Ca/6ezPNzDmxaSSUvpyaOK9dvDmcP7uQWzFEd6ktdGnXoxSPPHti4HE7s2gSvgwJ4KpT71y/xPtGRH6BFETdo2rkPS9fyP8hVsAi45/CBEOYSe5qd78SXSP0mzhKLKp/NuvSCWxdOw9Ht6yDg6QOYwPJ6qpNXrvwwes4q9WrZXpOyKdut17ngsrNsiu4A4h+RzhGV+YSHzgiusg2qVpE5EqYlvlUa4ak8ndk0rX2xFG5iPn+GUycO8leoBhc5S5GT5JAfAqIroaWc2bS2Ev4XaJQHc4swsrJWteIq9xXTYWC/XmMmQafBY0HMh4lR/ivWbcpzWGI7knjPheVGHbqyMVPBTvEg2orxUqhUBShdrQ6LEjsGytdqBDjHrUtnITY2Bn7+bQZXYHGsDXPBLVG5JhZ5Spbp6w9CwZLl+TW+ZXJ1Y+lMOjBrawawUcio/oDgt0VrYeI/2yBn3kJsjngZXTy8oPvISbD69B3I5JJZmlP5XKp1GtXbZeW51fGSJjDzgvjdV5bVzEUi9o2EQBp286m/0GJGEiqpZYsWLQp37tyBW3t2QtEC+ZPqqrO2z58/weeYGLBNmxbSp3dQmTc6Ogpiv3yBdHZ2kiVQrBM72qdLB3ZKkc/EevEzpf3FcfgZw8Kc33r4mFcVy59X4zofPn5gLizfwIlFqrO2tYVvjN//bt6CQrlyQebM8e4sOIl3zbrwMigI7u7fBYXyCmc2B06aAgs3boJCeXLD3QN7+Vqa3qIio8DBnkV4U/tHh32Rz0/shhb/EWVUOisizvMx8iO3qDpjG+ujTCI++E/PyVE1D9er4CB4/DIA8ubMDl4eCUOXx8XEQuTnaP4PUxz7IiAAIhgmJVmuLU28Kq9tKuUuv4yG9Xv2w7hJM6FREyF3manwRnyYPwLvIsKhCXNNQ5r850KoVbeJ+QtFEhACDIFHD+5Cz06NIHeh4rDq1A3CRAMC6OIaGuAPmd08mCKZVkMP1aq4L98gLDAAMmZxYcqh6j0RusHimUzHDII7bVRkNLx7HQZu2XMCWlPVKeJNOHxmnhUe2b3Um5K8jvn8BUKZBTUzcwcW10pygMwacU9ruAt4o0cUKZwy+wLoWFzVRzU6ntwUp3N0FH7APkZHG4y9rqPHQqZylaFZv0EJ1mz08wDe1n3Mb1Jb/Z/68jocg690xUqDZ5UaUKNLd9hx+KjUTyyktD+Ow7OVnUf9AulLlIVyvu35C8v9J04GVLCUKXP5KpyPBRs3w/6Tp8Czem2o2qkrZKlYBX6Z/hdXPrH/o2fPuKKZjR3GFxVN5Xk0lS9cvwH1e/YGlwqVwbE0c70tUQZKt/SFRRs2Aig9B/lr+SrOg3PZSnD3kaAci/OhMuxWuQZv33XsuFgtfLIfyYKNmvO2BgxXkQ6eOg3ZqtaA7DXqQq1uPfmnT6268B87b6pMM1YK63pVr8NxadV/EPjUaQClWMLrfA2bwjUW/MgcyJE9KED6FGW477054EI8EgKEACGQFALRUR95s/JZwqT6y7ENDaIeOXNopWgiPjZprcDTO2cCRRPbMN+nsvLn4Jie5/XUpGhif7REplTRxHGoFOdgD8yV18J6IgGBT1FRvODA8ouSoknfitQiIDtl08lJsGx9VPwhpRZAbcZrYzxW7qNcFucPfv0aTl++Am2GDIO63XtJCh62p7Q/uqeUbdseNuw9wC2WaC3EF1ovF2/aAi0GDRaX5Z/i/DcfPoT2I0ZB6Nu3UvtyltYkkllukUQX2vpVKkvtSRV++3sOVGrfCY6e/w/eRgiH+mNiY8Hv3j0YMHkqVOvcDdAqidSnXRtIyyzDSHPWrOOf4tuqHbu51ROvF27YJFbzz53HT4J/cDAvD+zYgX+u3bkbGv/cH4LCXvNrG0Vy6xeBQXzNizfin16LsmPHXuMnwK4TJ/kYfHv88iUcOn1GujblQgZFQuroTwKepswr8UYIEAKEgKkgIP4PslfzijEV/ogPQkAfCEQxbzEk8Z5ZH2vQnPJBQLbKZqQBlc0f/TpVKV0Kru3cBvuXLISZv4yEEgWZ2yaj4xcuwm/zFiSYVtv+M/5ZCQ9Y8mSk3/v3heCzJ/lrZI9uvO7A6bNwnCmA6rSKKWmVS5aAewd2w/FVyyG/jzf8OXwoZGBnJJCOnBPOazaqVpVfJ/W2lyltU5f+w7vkyZEDts6eCTd37+CyVi1TmtefvXoNhv/5Fy9ndXGF9g0b8PL6ffshQgytzqyfC5nFVaQTFy9xC6t4PXfdel70cHWFdg3rw/sP72EYs8YiFc6Th8sRc+MqHF2xDHLnyM5dcUdOn8nbld8+REbClkOHYe2fU+Hxkf0wpncv3v+X3j2Vu5ls2UmhbH6KijRZHokxy0YgJDgQrl0+D/ipiT6zXH0f3r+DKMV39MuXWLhzyw9ePhciUmoaQ3WEgL4REC086UnZ1DfUNL8JIfCJlE0T2g3zZ0W2yuZHdj7Q1ClLhgxQqnAhaFyzBozo1QPOrlsD5YoV5Wz/tXI1fGVWQGXStv/y7Tv5sDJFCsOkIYPAzTUrf00fMQyyZhYOx289dER5al5GC+C2ubOgYJ68ULtSRbi7dxezOPryNrSW/nv5Kne3qFOpQoKx6hXD/pjOq3J6esKNXdvBt1FDKMaUaZT1zPo10KKWEAhg6ZZt8Pi5oBgP69GFj8Hzr8u2bOdltIqihVGZFiism7cfPIQzV67ypv4d2oEVs4zuOf4vhL8TrKgzRg3ncmB9XWaNHdKlM++LqVtCwsKUp+TlIV06QZeWLSCPtw/8MXI4U7r3sBQvdgn6mWKFqGyKT+lNkUfiyTIR+O/sCWjRoCy0aVIJhvTryD+xfOvGFRWBp0wYDo1qFYchfTvAutWLoF7VwtC3R0vo1KYWH3P/7i2V/nRBCBgCgchPwgM6B1I2DQE3rWEiCGAEYCSybJrIhpg5G7JVNj+YgWVT/bvl6OQIAzq059VxcXHw4IWqkqVNfwxWhAF8kJ74B0CVDp2lV7WuPUDE5am/v/p0ULdiecmKiY0YLEgMxnOKKZqoBJYvVkxjAB/lyd4x68WzgFe8Ci2EDo4Oys18zlljR0l11+7c4+WShQqDaPVEa+Z3hsHCDRt4m1uWLNC2QX1eXr17D3e/nbNWcLfFnJ/92rfjbffZuVKRpi5ZJsmOOCzevEVsYgpsQvlb168ntWPBXBRN5FVyoyXLJsJBZCAEDuzdBr8M7QlvWIAPJDEZO1o3B/VpB7dvXlPi5DsvP7h3C5bOFx5GiTf42H/k4K4QEiT8bigNoiIhoFcEohUPptM7CEdw9LoYTU4ImAgC0WTZNJGdsAw2ZKtsGvLMpi6/KqIrLc757FXyN17q/cPehkvsOKa355FwMRqu+CqaLy+ULVoEXBUWTqkzK9SqkLjF8vDZc7xrw6rJn9d8+DxeSc7n483Hqb/lyp6DR4DFemUFcVg3wboZEBICs1avhX3/nuFDe/u2hpHM+ouEVuvZq9fBhn0H+HXHxo0gSxbBYhv8+g2vw7cvTFkV5cZPx/TpuewoP7YpU3p7e8mqrFxvLmUnhUJPlk1z2THz5/MDc1lfOGcKF8QnV16YvWg9nDj3AGYtWAvZvHJwl/VFc6dqFLR5605w+NRt2Hv0GgwZNYH3ec9c548d3auxP1USAvpCIFph2aQzm/pCmOY1RQTIjdYUd8V8ebIxX9Z/jHPRJcCQyqaY4zD6c8yPMa00CpUskXyyZROLiX6q98/B3FYzZcwIEe/fw4CO7WHMz30SHavekFYRSEe9Hq9FZbO+Fvk1vbN5SFM8T0RhfhUSzG9GsWN2D3epf8vatcA7mydgMJ9Rf83i9RgprW+HtpDN3YMrhJdv3Ybf5s6Xxgzr1lUqlypUENYwyyemk7m0eQOkSUImaRAr2GA6FhZEyVzJUQwQZIYWfXPFXO58nz11lJ/BRBz6sVx8ZcsLZ7nLV6wObTr0gLl/TeKWzddhoeCa1U2Cyyd3Phg1bpp07du+J2xevxxCmXUzgCVxJyIEDIlA/JlNITaBIdemtQgBYyFAAYKMhbxlritby6boLmqIbc2oiIDrz3I6qhALbvP+oxDxS6U+iYtZ7KwmEp6fLODtzctJvSXozxSmyiWL8yHz1m0EdGlVp08sZ9WlGzfVqxO9xlyV958+40psOWYVTI7wjKi7iwvv9sey5YDrqdO4v+dJVaUKF5bKmNdyMDs7qUx4vhMVTaQhnVXbqpUtw8+Civ0rs6BLSJizc8aKVWK1yudllkMUc35aEsWf2UzZ982SMCBZDIvAy5fxgX3WrlwA/Xq2kl67t6+XmAkMUFUg0ykSvksdWMHdXciBK7p2KbdRmRDQJwKiNwhZNvWJMs1tagiIv7WigcbU+CN+zAsB2SqbHxUpNQyxXfl9vPkygaFhMG3xUh4R9fXbN9Bl9Bi4cf9Boiw8Z2crz7GIrBh850VAALQbOowF4RGCagxn7qQ2drYqY7XtL55txHQqZdq0h0179/PclRiB9g92jtG7Vn34e9UalbmTujh89jxvrseCBrEIQUl1ldr+N2QgLz9l50ZLtvRl+UOPcB7+ZdFkm/frD+v27uPtzWpV50GSpIGs8BNzmXV0EPJGYv2Azh2lZow4KwY5wsqhXYWgP2KHUgXyQ96cOfnl2NlzeV7R89f84Pq9u7CZud226DsAyrftAK9C4y3I4lhz/hTPbEaRZdOct9GseI9481riF8+Yf2Gu6uLL3t4BChQqxl/YlhzZ2qbjXTC5OBEhYEgEohXn3MXzw4Zcm9YiBIyFALnRGgt5y1xXtm60kR8NZ7nq0LghzGLKGyp3v86ZB7/PXyi5iCb1tbr18BFU7RTvAir2LclcQScrlDWxDj+17Y8RVbHvTMYTKnsdR41WnoaXMe+mtnT4zDneVZuUJ+KcP7X1hdNXr8L6Pfvh4fMXLH/ocLFJ+szHLLcrp0yRrsWCE4sK2LNVS5i3bgMUyOUDtSrGnyXFoEV927eFyYuWAEa6RbdbZUK32aMrljKFsiOEhYfzvKKYW1SdUiK/+lhTvHZSKOfiU3pT5JF4siwE8hYoBIf2Y/L0dLBk1S7ujWFZEpI0ckBA9Lyh1Cdy2G2SUUSAotGKSNCnLhDQzgyli5VMZA7RJeBjdELXTX2x6OnuzvI5LuPBZ1CJwafzXu5uTJGaDLXKl+PLWuOZQDXCKKoZHB2lWoy4OrbPT3Bly0awsxOe9EuNrJCS/n+NHgWz2Kt2hfJgh1FlFZTNLStMHNgflkwaL1ZJgXrwbKQ6YUTYYyzvJ1L9qpXUm/m1tbUwziqN6vh1M6bDtjkslUruXDxlijgYsUEeMLWKGNhHbBM/h3TtxI5QpmHnTjuIVdJnP5bmBPEchBZPDbh6Z88OJ1avgF5tWoGPV/y5V8ShDlNcsS1frlx8Pol3DbJLC5pBwSm9EPFXfEpvBiwTi2aOQNFiZbkEMcxlfdP6ZRqluXvbT8qrqbEDVRICRkYgOko4ekButEbeCFreoAiQZdOgcFv8YrK1bBryzCZ+iwrlzQeXt2/hZyRjWH5MPLeI1IO5hCZGDStXht2LFwAGy0FFyDWLcM5RJ/2Zoja8Z3f+iouJheC3ryErU2Y1KbGxd24ktiQPsIPKmbV1Gkkm9c5zfxsH+NJEbRo2AHyhq3BAcDDnAS2XyVGuHDnhPstz6ZPdK0FX96xZ4d7+3ZCTBRJKjIrkzwfLp/6PN78Jfwvfvn1jazN81Sy6GEApJUGUElvP2PVOTgpl04Du48aWmdY3LgJ58xcCr+ze8CrgBSxbMAPCWICfOg2aQ7p06eHliydw8th+OHf6GKzfdgIccuUxLrO0OiGQCAKiNwhZNhMBiKotEgEKEGSR22o0oeSrbEZGGgV054zOKVuXKT9eHokrTQkmS2l/NgGe/czuGW/hSzBnMhVltAgKlMwUPGdl7pzeyXVTac+fO7fKtfKFaJlUrkus7JI5S2JNFlNvm9aWW3u/Mkt0DMuHamdnZzGykSCmiQAGMZu1YB383L0FvIt4C7tYUCB8qZOluayry0fX5o1AtOKce3pHikZr3jtJ3KcEAdGiL3oDpmQs9SUE1BFQ9WtUb7XA66zM6oUUqpRv0gLFJJEIAVUE2EMIN0Wu0Yjw+Fyjqp3oihD4MQSUXezTKLnLYz7NOYs2QJPm7cDDM94LwZZ5apQuV4m35fQRHhpZWQlHCaysEp4XT6NwY9d03ODHOKZRhIB2CIQrfi8zuQj3DtqNol6EgHkjEMFSUiGJ98zmLQ1xb2wEZGfZzMJcRdOmTQvvPnxgFp7PGt1Gjb0ptD4hoA8EPNmDlqCw1/DmdSi4e/y4JVsfvNGc5o1ABuaxce7aS41C5MlXEMb8PoO34YOOb9++Q2bmsq5u0Zz850LAlyb6e8FaTdVURwjoFQEMDoTuhDbMMyRDphR6JemVM5qcENAvAm9CA/kCnizQIhEhkFoEZGfZxCfwHh5CTsZgduNNRAjIBYFsrq5cVFQ2iQgBYyCQKbMLZHFxTaBoGoMXWpMQSA4B8bfSheV5VTvOn9xQaicEzBYBlgIe3oQIeeFJ2TTbbTQpxmVn2UT08Y/H398fApmyiZFJTY36+LaBuixnZeE8iZ9JVOY5pf2Vx1JZPgh4sEjDSOINlHwkJ0kJAUKAEEg5Am9eC/mWXdzJEyTl6NEIc0Ug6mMkxDCrvoODA9CZTXPdRdPiW7bKJm5DcFiYae2GgpuurVqkiK+U9k/R5NTZYhDIpjiv/PYNWTYtZlNJEEKAENAbAm9eC/cIWZhlk4gQkAsCylZN9eMOcsGA5NQtArJzo0X4RLeAwFDTVDZ1u8U0GyEgICAqm+INFOFCCBAChAAhkDgCbxQP5lzdSNlMHCVqsTQE3oTQeU1L21NjyyNrZTPIRC2bxv5S0PqWiQC50VrmvpJUhAAhoB8E3irOt2chN1r9AEyzmiQCb+m8pknuizkzJWtlM1DhImPOG0i8EwLaIhBv2RTOIWk7jvoRAoQAISBHBMIUyiYGCCIiBOSCgLIbrVxkJjn1i4C8z2yGWm402riYWJi0aDEcPnceoj59gqY1qsP0X0bq99tEs5s0Ap4Ujdak94eYIwQIAdNCIN6yScqmae0McaNPBN6SG60+4ZXl3LJWNgMt1Y2Wxa2u1fMnOHv1mvSldmf5RYnkjUAWlifOxsYGPn5kOWY/sxyz6dLJGxCSnhAgBAiBJBAQI3dTNNokQKImi0PgdSilPbG4TTWyQLJ2o31loQGCth06LCmajg7poWPTRlCHpVIhkjkCLMesZN18Q8GxZP5tIPEJAUIgCQS+s4e28comWTaTgIqaLAwBOrNpYRtqAuLI0rLp7OwM6ZhVJyo6GqIio8DB0cEEtkJ3LGw/coxPlt3dHR4e3gf29ul1N7mJzRQeHgEZWC4oGztbE+PMNNnxZLk2/YOD2U1UCGTzymGaTBJXhAAhQAgYGYGoyI+CBwj7/+ng5Ghkbmh5QsBwCFA0WsNhLZeVZGnZxLxBUvqTMMvLOfiSKRNItSuWt2hFM4S5QVfq2BleBAthuuXyR5saObMpzm2+DqMgQanBkcYSAoSAZSMgpojC4EDsloGIEJAFAsygD2KAIA8PD1nITELqHwFZKpsIa86cOTm6z15ZjqLyNTYW3r1/B69CBEXCnllv8RrrNRHWf/78SVOTVIeBhnCOj+wpr0gvAgLg+r27AF+/ClXfvvE+2A/wl4qRf2Ag/Od3PeHarO/V23fg/DU/+PQpWhiv/s76PH35Ak5euAhPXjyPX0epXxCTsVrn7vDw+Qt4++4DRLyL4K/Y2BilXlRURyBHNsEdLCgoQL2JrgkBQoAQIAQUCAS+esFLbl7eihr6IAQsH4HXzFgR9yUWXFxcwIF5jRERArpAQLbKZv78+Tl+D58xZcZCaPGWbZCpXGUIVJxFXbxpC7+es26DJGFMzGf4ddYcKNK4OdiVKAP2xctA9uq1oO2QoYBKpDrNWLmKz+FVvQ6g4tmq/yDwqdMASrVsC/kaNoVrd+7CZaY84rr4wvOipVv6Qs5a9aByh87gVLYizFi2nE+7Yc9eyFS+MpRt0w6qdOwC7lVqwu5jx1WWXL51GziVKQ956jWG2t17Qd76TaBQ0xZw4foNqd+r4CCo1qU7PH75ktdVaNcRMpevwl+//PW31I8KCREo4OPDKwNePEvYSDWEACEgIbBn10ZY8888dtQi/kGb1EgFi0fA31/4jcyRR7hXsHiBSUBCgCHg/+QBx0G8RyZQCAFdICDLM5sInPiH9OC55SibiX0hMNABEloJ6//UF54FvFLp+iokFLYdPgb7T52FVVMnQ7smjaV2cSxW9Bo/AXadOCm1obJ36PQZqFu5klTXdpiQXsWNRb8NffsWPrGop6NnzYaTly7DEZaGBcna2poZRb/Ch8hIaD98FDw/fhg83Nzg+Pn/oPf4ibyP8tv9p8+gUZ9+8PLkEebOlAaqduoGLwKFaGnK/aicPAL5cwnKpv/LJ8l3ph6EgEwRePr4Afw1ZSyX3jadPXTo0lumSMhXbPGBXPY8BeQLAkkuOwT8nzzkMov3yLIDgATWCwKyt2w+Ym6YlkK92rSEFyeOgDtzf0Dq7duGX/fv2A6+ffnCFLvRXNFEhW1wl05wbuM6uLR1E/wxfAigyy0qhj1/mwDP/f0TQIKK4RZmtVz751R4fGQ/jOndC3LnyA6/9O6p0rdg7lzw9NhBCPnvDJ9f5AUVzfpVKkPYf6ch0u8STBs2hI+LYa68/2zdzsuxjEekPm194eKWjfDs2CEuA9a9+/ABDp85B07pHeDU2lWwbvo0rOZ0bOU/XE6UffLgAWI1fWpAoIBPTl7rzyybyg8SNHSlKkIgVQi8iwgHc3BrDwsVzrgrC5uVndPLkNGZPxjLnZcsW8rYyKX88uVTLmrO3LT/ctlzkhPgFVk26WugBwRkr2xakmUTo87m9PIC27Rp+Vcli3NGfp2eKWibDh6Ca3fZOUtGc8eNgbm/jYPKpUtBueLFYMzPfeD0utX8xir60yf4dc583k/9bQhTULu0bAF5vH3gj5HD4d6BPWBra6fSbe30PyBXDkGhwfnb1K8ntR9ethhcs7iwSMD2MOannoBpWZAeBwjKrUumTLDmj6mw9H8ToXyJ4uCTIwf8b8gAbs3Efm/esTOhLH0HyujJLKEieWfz4HVYn8Epg1hNnxoQcHNx5bhjrs1378I19KAqQiD1CLxmgdf692oNISYevGvTun9g0dz4B1ei5E7sd2THgQuw+/BlKFehmlhNnzJCAB/IIXmRZVNGu06ivnxKlk36FugeAdkqmxggyM7ODoLCXvP0J7qH1rRmPK848+jBopEO6twxAXNlixWF9o0b8Pqr7BymJmqtpDhiu7qiiXVpmYusMmV3j1cKmTYrNaWxsYEqJUvw65CwN/wTFd+urVoIfZjrLwYYmrL4H0nZJEucBN+PF5hVWzy36f9CeHL/45PRyNQgEMcs+eiuefXSOXj+7DF8Y4GxkqIvLGjDZ/YwKCnC9g8sUFdUVCTvhmPu3PKDl8+T32tt+IlkDylu3bjC5/zw4b1GVtBSOKhPW/B/+Yzz8p4F78JXTExMgv4xzJvi3p3r/IVldcK/eZQHX+h6j4TzX792IfEAY6yPNnyuX7MYFs6Zwvj6zPlDHnEdkb4wrwtraxuIi4sTqzR+ItYib5o6pGZPNM1HdfpHAL8/EeFvwNYuHbh7Zdf/grQCIWAiCASQZdNEdsKy2JDtmU08N5gnTx64y6x9D9nZw1KFC1nWzqpJ8+SlYD1E11e0Dmqigj65eDWexUS3WyuFhRQr09vbQzmmkKaUcFxi5KTIb6quRO48cgxGzvgLnrNIwdhHvAn/9k04e5rYfFSvHQL5c3kDPlDAABjFS5bTbhD10hkCGIV5AVNyDuzeyhQZwXUcJ3dxdYOhoyZBjdoNpbVQAVu9fC6cO32MK2+o1LhmdYfCRUtBv8FjE+RKnTJhOJw6cRAKFCoG1dk8K5fMBlQ4kdw9ssH/pi+BgoWLSfNjQRt+MFXOlAnD4Nrl/6Sx+Bva0rcrDBz2G9iwh0dIaMkc0rc9BL4Sfm/69mgp9fft0BOGjJzArzHozqw/f4PjR/ZKf99W7HepeauOMGjE79KDLFTCu7aty8cMGTkRDu3fBo8eCA/DbGzSQqNmvjBq3DTpgZS2fK5eMR+WL5rJ5z176ijgS6RDp27DN4Zz49rCw7DJfy6EWnWbiM388/bNq7By6Rx49PAOV1RtbW3BO1deaNysHbRq21XiBzv/yJ6oLEYXBkfAX+FCm5250Cby79LgPNGChIC+Efj8KRZCAl5yL7dcuYT7QX2vSfPLAwHNWoc8ZJeCBD2yoIi0iW2dD3MxRXr+SjU4kHL/p4potJmdncFKcfMottugVZJZxfRN7YYMh9aDh0LEh48wZ+xoCDt/WnK31ffacpm/AHODRhIDYMhFblOQE617fbo2gz3bN6gomsjbm9eh8OhRvFcBWga7tK0D61Yt4pZP0XqGChUqlF3b1YVjh/eoiSU8kHlw7xYsnT+dtzk4OvFPVARHDu4KIUHxvwHa8jN+dD8VRRMnRH62b14Fa1ct4POjNWhgb19J0eSVGt5wzd7dmsHRQ7u5oolnyPGFD5V2bV8Pv478OX6UIrgZVsydOZErms6ZsvB2VNT37tyo4garDZ/bNq+UFM34hVRL6g/AlFuXLZwB/Xq2hiuXznJFE9timRUUleDZM37nGERHRykNSdmeKA2kopEQEF1os1MkWiPtAC1rDARePXvElv0OqGjiAzQiQkBXCJCyyZC0pHObiX0xSisst5gWZSlLiaJOD548gQ37D/DqqujeagDFUp2H2w8ewtbDR3j1qTUrYUj3rvx8p3o/vObKr6IhUOGGq6kf1SVEoIAUkVY4k5SwB9XoC4ENCsUR5y9drhKs3HAQ0JK2aMV2qF2vKaRVeBOgS+ukXwdBUGAAV8TatO8BC5dvg6Wrd0Gfgb+AHQvohVbP6f8bDa/Yk2hN1Lx1JzjM5t579BoMGSVYFNFV9NjRvVJ3rflhil1WNw8Y/785/CzjX/NWQ0bnTHye44cEhTe9gyPMW7oFfp08S5r/74XrYOvec/zV8+dhvH7juiUg3sx37zUYdh26zF/tOwsRXy+c/xcuXzwjzSEWnJ0zc/n3H/eDdduOM+ut4GmxZwdT3BleSKiAJsdn/YatOD/5ChTmYypWqSXxuG3fecDzmonRmVNHYO3Khbw5W/acMHHafFi58RBMn72CeQmU5fU3r19h7rlTNU6hzZ5oHEiVBkUgQEx7QsGBDIo7LWZcBALovKZxN8CCV5etGy3uqRja+YEMLJtdWzSFmStX89yU/SdP4Qp2+0YNIR17enX++nX4be4C9nSeuc4yn6GRLHiPMejkxUvSso4O9rwcEhYGn1l+TyS0pISHR0DmzJkgc8aMvA7fFm7YAJ6uLizn5z3YzVKzLJ74G2RS3AhLnaggIZBfkWuTzmxKkBissH3rar5WLmYxmTV/neR+WqxEWcCXSOhe+vD+HX45eOTv4Ns+/m8SXWjLlK3ErWufP3+C5YtncqVHHIufPrnzcfdSsQ7Hb16/HEKZdTPA/7lYDdryU7FSLWjVritkyixEunZj0Vpr1GnELbTv30fw+fC3wzNbdgh6Fa/8unuwYF6sTpn27xYedqGy+FP/EVJT34Gj4fCBnfAu4i2cOn4wQWCeEWOncPdhHODDXFZb+naDPyaNBLQivn37GpAnbfjEKLP4wkBlSA5MSVbnkTdoeFvw9/94rRtzScYHBTgWKV/+QlCpam0YN6IPnD19FFABbtuxF+T0zs3b8U3bPZEGUMFoCLxUBAeitCdG2wJa2AgIUNoTI4AukyVJ2WQb/fDFC4vfbryx2jBzOsuz+TNEvH8Pc9as4y9lwdGVbeYvI6BKmdLK1QYrt6pXG4b9OYOn5CjfrhNUKVECTl29JgXomLhwMYya+TfE3rwGRfLmAR+vbPxcJ+YIxZdIs8aMBMHmItbQpzICeb1z8MtAphSgRchG6Wyucj8q6xaBCKZEiQFoWrfvLimamla5e9uPV2dh0YNbt+2eoEuhIiW5JRRdUdFlVp1ERUq53p0pY6hsRrPzkkgp4adXv+HSVJjSBN1477C/Q6SkXE6lQYoCBstBHpACmUW2X89WihbhIzpaCGz0KiBeIRY7pGPRtpUJ5REJz4Ai6YpPcV7lT9w7tDQjdereT1I0xT74+zlg6K9c2cS6h/dvqyib2uyJOBd9GhcB8cxmDnKjNe5G0OoGRYCCAxkUblktRm60bLsfYq7NZCJBmtO3wtpa2FarNKrbixFnHx3eB52bNwHnDPGuYulYVN7q5crCle1bYFiP7iqiSnMlESUBA4WIhNYNZbKyEs55qtdjnzSg4FMxJrtnNpjBUqp4ZnWFtxHv4OiFi9C9ZXOoV7kSn/L9x4/Qqk5tSIPrsTEHli5UCVrkliULoLU2g6NgbVDmg8rxCOBNbw4PD24pDgoSbp7jW6mkLwRCggQlC+d3d4tXlDStF+D/gldn88rJvQ009cmZMzevfhXwQnIj1dRPrLO1TceL4tnPlPCDA18xnn4fNxCa1y8DM//4FQLYmVKk7yn47UQFVyRUHr+whx3Kr1zMbRGDG2XK7Cp2S/TTlv1uifT1W3zEWF3wKc6r/IlnaEXKkV049yxei5/oWiv+HvprEQFYfU/EeejTeAjg2eFXCut/Dkp7YryNoJUNjgBZNg0OuWwWlLVlMxPL65g1a1YIY66ar0JDwMsj6RtAc/lWPDtxNFFWXTJngXUzpvP24NBQ+PrtK3i5uScaoRZzcOIrKSpTtAh8f3hXY5f+nToCvjTRlrl/g+BQF9+KLrwj2FnN4DdvmNKZVeIrMCQY7NnNMrrQilQwT164tG0zc6ELh+iYT4DKKpF2COC5Tf/gYJYS4wnkyJlLu0HUK1UIuCt9P1GZLF8p8ek8vZj1+TJIljRNPV8F+fNqdAm1Vgvopam/el1K+LnhdwmG9OsIX1kaEMw72ZdFwr12+TxPHaI+b1LXGBHXKUNG+MjSprRkUVu79hiQVPcUt+mKT00Lo0uwSEHBmh/ShIYESWlQXNkDHSLzQwD3EAM+ZWJRnx2cHMxPAOKYEPgBBDAWmz+lPfkB5GiINgiomqG0GWFhfYoUKcIlunH/kYVJlrw4Hm5ugoKtZo1MfqR+e2AOTk93VQU4m7uHiqKpzEGWLJlJ0VQGRItyYeaGjPTkyX0telMXXSCQiUVRxSA3SJvWL5NyYWqaO19+IXgNRqjdvW19gi6YEkQMzINnPdGFM6WUEn62bFjOFc3K1eoABv3BM4qJkbUN8zxQEPKvTMhnkWKCm/4OFslWdCtW7oOpWDA36I9QivhUeGS8eR2m1VIurlkhcxbhzCoGVkI+1WkZOz8rUv78wv8W8Zo+zQOBx4qI0D60f+axYcSlThAIZtkIoiM/QBbmIYZGGCJCQJcIyF7ZLFOmDMfz6p07usSV5iIETBqBcoqHLA/v3TZpPi2NOd9OvbhIeG6xV6fGPHUJ3txiHs35f0+W0ng0aNwavLJ7875/zxgP82ZN4goYptfYsWUN9O/VmufPRPd0MYrrj2ClLT9+Vy/w6e2Vzk0GKyyrX5nbIboeioqjk5OzxMrOrWvh5YunPM3JhLEDeaqQmnUb8fa3b15D765N4cjBXfD08QMegXbNygXg27QKbN24QpojJYUU8ZlB4PP2ratw8fwpfvZ1+aJZPJBSYmv26jeCN2EeUdy/k8f2c97Ryjt6WC84ygIcIaFSju7AROaHwAN21hapoCK6sPlJQBwTAilH4NGNK3xQ2bI/9vAy5SvSCDkhIGs3WtxoUdm8cptuuuX0xZe7rGWKCpap+3dvyB0Kg8rfqcvPcOHsCa444lnLSb8OVlm/ZOny/DqdvT38PmUOjBjUjbucbt24kilgK1X6opWw3+BxUKKUMEalUcsLbfmpWbsR7N+zBTBKblhoED9nef/uTb5KdFQkNKtXBpq36gC9+48CjLTr4ekFwSyfJwYSwpdI/YeMg0ZNfOHZ44dMqfuH5+T83/ihYrP0+SOWWhycEj4rV6sLZ/49wi22Iwd3k9Zu1LytVFYvNG/ZEW75XeYKMp7h/H1MQjfg7Dl8YMzvM9SH0rWZIPDgrhBwK3/x+OjQZsI6sUkI/DAC929c5mPFe+IfnogGEgIaECDLpsKyefkOO3OolEBcA1ZURQhYDAJ5cuQEJ0cHQOvS6zBVV0eLEdIEBcHIvwv+2cbOPI7h+SBFFjGoDKbGKMlSmoiEEWc37jgJ9Ru1VMn9iIFxSpSqAMvW7IUOXXqL3fmnlZXgwioG5lJuTKNwlxcD2GCbtvx07NYXKlSqwd11b924Cl/YmbZ+LFWJeFbUhrnOlihdQcGDFUyfswoKFi4uLY8pU2rVbypFcMWorQOG/QqlylZUSR7u4uoGPXsPhRFjpijminfJtVJzFU6jFADN2kp4bpoSPhs384XefUeAGGgIrcSFipRgaWUqqwRlUl4HmcJco5P+WAA5fXKr9HNlZ/yQ9zVbjgC6KIuU0j0Rx9Gn4RHAyMoP7gkPUQqULGd4BmhFQsBICDxgv+tIaNkkIgR0jUAa9uPKjgXLl1B8V1cW/fTtWwg4dcxiggTJd0dJcm0RqNOtJ5xguU3/mPUPVK1RT9th1E+HCGDKjvDwN0zx9AQ7peiqmpZ4HRbCg89kdfNQUXI09f3RuuT4ef8ugkdbdXTKwJeIYlbNiPC3gIF/bDQEKcLoszEs3Yk7s3QmRrGxMRDOHnqgQmqXToiYm1hfbetTwiem/wkNDWbnaTOBg6OTtkvwfjExMdzSi8qliEmKJqDOJoUAprZp26wKZMziCnvvhbGHKybFHjFDCOgFAXYKAhrlycjPbAYGBoKnp6de1qFJ5YuA7C2b6K4lug1cvqU5oqp8vx4kuSUjUKaIEITm/n3BbcySZTVV2VC5QbfL5BRN5B8tZ6jUaUojpCv5kuMnI1PIlJUqBwdHdrY0p0ZFE3lCJSwpRRP72Nra8T66UjRxzpTwidbdbCz6b0oVTVwH9w33TxkTrCcyTwQkqyZzoSVF0zz3kLhOOQKBLE0TBgfyYBG0SdFMOX40InkEZK9sIkSisklBgpL/wlAPy0GgLEtZg/RQ4TZmOZKRJIQAIUAIpByBh4rgQORCm3LsaIT5IvBAKTiQ+UpBnJsyAqRsst0RfdSv4rlNIkJAJgiIyuYDFpFW5t70MtlxEpMQIASSQkAMmFaghBClPqm+1EYIWAoC969TcCBL2UtTlYOUTbYzomXz8m2W/kTeR1hN9XtKfOkBgRzsXEZmZ2eejiKEpeIgIgQIAUJArghg+p4H94UUaPlZ7loiQkAuCDy6ScGB5LLXxpKTlE2GPPqou7u7w/uPH+FZgL+x9oLWJQQMiwA7lFSuiJACRTyrZFgGaDVCgBAgBEwDgQD/54BpfFzds4GLGyW1N41dIS70jUBc3Hd4eOsaX0Y0vOh7TZpffgiQssn2HIMESa60t8mVVn5/BvKVuGzRolz4+4qzSvJFgiQnBAgBOSPw4J4ivyalPJHz10B2svs/vs8ihkeDt7c3uLi4yE5+EtgwCJCyqcBZfKJz+ZbgRmMY+GkVQsC4CJRRBAl6cPeGcRmh1QkBQoAQMCICDxVRuQuQC60Rd4GWNjQCYn5N8R7Y0OvTevJAgJRNxT6Lls1Lt2/LY+dJSkKAIVBOVDZZkCA8s0RECBAChIAcEbh/9yYXu0DxMnIUn2SWKQIPblBwIJluvUHFJmVTAXf58uV56dKt2xAT89mgm0CLEQLGQsA9a1bIwXJr4VmlJ4/uG4sNWpcQIAQIAaMh8PnTJ7gnKpulhHsBozFDCxMCBkTgxn+n+WoVK1Y04Kq0lNwQIGVTseOZM2eGkiVLwpcvX+C8H7kUpvQPISgkJKVDqL+JIFCrQjnOybWr502EI2KDECAECAHDIXDr5hX4GhcH+YuVgQzOGQy3MK1ECBgRgbdhb+DFwztgb28PosHFiOzQ0haMACmbSptbq1YtfnXywkWlWiomh8DsVath5IxZyXWjdhNFoE7FCpwzv8v/mSiHxBYhQAgQAvpDwO+K8NtXsqpwD6C/lWhmQsB0ELh+/iRnpkqVKmBnZ2c6jBEnFocAKZtKWyoqmycuCT7sSk2yLKI78RXmVoyvxFyL//pnBQz/8y/4/PkzRLyL4K93799pxOtN+Fs4ffkKXLh+g/fT2IkqDY5AzfKCZfOG3yWIY5Z9IkKAECAE5ITANYWyWbpKbTmJTbLKHIEb5wRlU7z3lTkcJL4eEUjznZEe5zerqT+yPJvOLMk90ocrF8HB0cGs+NcVs5EfI6Hv5Mmwaf8hKWiMlZUV/NzOF+aNHQM2drZ8qWmLl8Kvc+ZpXPb91QuQwUlwRzrFlPfev02AJ/7+Ul+cr16lCnBo+TLMPSPVU8E4COSv3xgevXgBS1btgiLFShmHCVqVECAECAEDIxD58QM0rFkM8H/SgccfIb2jvYE5oOUIAeMg0KF8Xgh8/gQuXboE5coJD52NwwmtaukIkGVTaYednJy43zpG5TxzTUhyq9Qsi2JsbAyUbdseNuw9wBVNzEGKL8Rk8aYt0GLQYI7D/LXrE1U0lYFav3sP1OzaQ0XRxHac7/A55rpEEVCV4TJaOf7cJrnSGm0TLHDhVwEvYdH8P+HKpbMWKB2JZAkI3Lx+GfCZe6HSFUnRtIQNJRm0QiDkVSBXNDNkyAClStEDZq1Ao04/jAApm2rQ1axZk9fI9dzmjH9WwoNnzzkGv/fvC8FnT/LXyB7deN2B02fh+Pn/oEvzJvDixBEoVagQr29Soxq/xrqXJ49yqya61Q75YwZvT88OoC+Z+DuEschn2L54wnjw8cpGVk2OjvHfalcQIjD6XaEgQcbfDcvhYPG8abBx9WIY/0s/+Pr1q+UIRpJYDAJ+VxXnNSsL//stRjAShBBIAoHrChfaatWqgY2NTRI9qYkQSD0CpGyqYSj6rsv13Oby7Ts5ImWKFIZJQwaBm2tW/po+YhhkZRF7kbYeOgLOGZ0hp5cXpLdPx+ucHBz5NdblyMaUSEYb9x+E8HfC+c3V0/4HP3doB65ZXHh7347t4dmJo8B8l3hfejMuAjXKl+UM3L5xFdC6TUQI6AKBfPkK82ly5ysI1tbWupiS5iAEdIrANUVgtFJV6bymToGlyUwaAb9zJzh/4j2vSTNLzJk9AvQ4Q20LK1WqBLa2tnD93n0exCaTcya1HpZ7+fnzJ3gZFMQFfOIfAFU6dFYR9kNUFL9+qnT2UqWD2sW9p894TTa3rODbqKFaK12aEgIumbNA0Xx54fajx3D3th+UZC5lRIRAahHo1nsw1GvcCtzcPVM7FY0nBHSOwLuIcHjy+D6ktbWDwmUq6Xx+mpAQMEUEMFKLHwUHMsWtsVieyKyktrWYbwgVTqRTl6+qtVr2ZdjbcElAx/T2EMsikyq/UBkpW7QIuCosnFLnRAr+CsU1u4dHIj2o2pQQqCW60l6+YEpsES9mjEAMi1LtwLwePn2KlqTA83EfWMRqfImutWGhwXD92gWVftIAKhACekIAv3NIRcqx1A/p0uppFZqWEDAtBAKfP4fXQQGQJQt7yFy0qGkxR9xYJAJk2dSwrehWcOrUKThx4RK0rFdXQw/LrMrh6QmZMmaEiPfvYQBzcx3zc59UCYrzIfEotPgojaLOpgpPfQ+uzfJtzmWBn65dPQ+9YLi+l6P5ZYDAInZmc8eWNeDtkwfWbxfctp4/ewxd2wq/q0NGToRD+7fBowd3ORo2NmmhUTNfGDVuGg9MJgOISEQjIiDm1yxNLrRG3AVa2tAIiC60GKMEozATEQL6RoC+ZRoQFn3YT7Jw0LIipgxWLlmcizxv3UbQlC8TLRSXbtyUYEmrOIcV9Pq1VCcWCufJzYtvwiNgwfqNYjV9migC1cuW5jf4d29fJwuTie6RubGlMbMWPnhS0NyZE7mi6ZwpC6+Ji/sCe3duhEVzp4ld6JMQ0BsCYn7NUlVq6W0NmpgQMDUE/M7SeU1T2xNL54eUTQ07XLZsWeb65QD32ZnDwJBgDT0st6ptg/pcuGCmPJZp0x427d0Pd9k5PoxA+8eSZeBdqz78vWqNBEAmFjYb6bzfdThy9hz43b0HE+bOhzmsT8cmjcCNuWkgDZ76BwyaPBX+Y/2u3LoNmDql9YDBcP/JY96+Yc9eKN6sJfwy/S9+TW+GRwDzomJgKHRtvM7ypBIRAvpGwNk5MyxdvQv2H/eDdduOQ4FCgkvXnh0bII658RMRAvpCICQ4EPxfPgN75uZdoIQQIE1fa9G8hICpIIBBwa+ePc7ZEbMvmApvxIflIkDKpoa9xQBB9erV4y17TvyroYflVnVp2QLENCdPWZCgjqNGQ5GmLaBuz94wbvZcCAsPV3Fva15beCIcFxcHDX76GUq38oXJi5bA7cePecTapZMnQNq0aXkeswUbNkJlFnSonG97rnzuPH4CXocL0WrHzZ4Htx4+gr9WroYXAQGWC7CJS9akejXO4bnTx0ycU2LPEhAYMXYKFC4q5HjzyZUXWvp242JFR0fB27cJvSUsQWaSwTQQOHvqKGekXM0GYJOWboVMY1eIC30jcIelN/sQ/gZy584N+fPn1/dyND8hwBGgX9hEvgjNmzfnLXJTNlHov0aPglnshbkX7ZjiLRJGlZ04sD8smTRerIKurVrAFJYiJZ2dHa9D///yxYtB3YpCNNPmdWrDzd3boG6lilIf7JglkzOv88zqwsfVqywEZSqQywe8FWc9eQO9GRSBFmy/kM6dOQbfvn0z6Nq0mPwQSGefXkVod6WotVGRH1Xa6IIQ0CUC584IymaVhi11OS3NRQiYNALnDu3m/LVo0ULFcGDSTBNzZo8ABQhKZAubNGnC/xBPXLwEHz5+AHQxlA2xs5vDe3bnr7iYWAhmFoaszB3Wzk7IqamOw6/9+8LY3r3APyQEXFiqGEcnR5UuBfPkhaOrlgPTXuBVaAhYW1mDh5ubSp9/pk6GSYP6g2fWrJR7UwUZw14UK5AfcjJlH1Pg3LtzA4oUE6xOhuWCVpMrAraKh1Yo/9dvcXKFgeTWMwIfPrxnRwUu8uAoFes20fNqND0hYBoI4HH5s4d2cWZQ2SQiBAyFAFk2E0EaQ0JXq1aNn187dPpsIr0sv9rGzhaye2ZLVNEUEbBirrLe2bMnUDTFdv7JrJ5eHp4JFE2xj6e7OymaIhjG+mQPGprXrslXP3NaePJvLFZoXUKAECAE9IHAfyxACnpuFK9UEzI4y+hBsj7ApDnNBoHnD+5B0Iun4OrqChUV3mdmwzwxatYIkLKZxPaJT352HhMidyXRlZoIAYtBoGXdOlyWc/8esRiZSBBCgBAgBEQExDPp1ciFVoSEPmWAwFmFC23Tpk3BWpFJQAZik4gmgAApm0lsgnhu8yCLsorupESEgBwQqF66FDizKMMYqfHl86dyEJlkJAQIAZkgEBMTAxfPC4H/KjUQYjPIRHQSU+YIiOc1xXtbmcNB4hsQAVI2kwDbx8cHihUrBpFRUXDi8uUkelITIWA5CKSxsYGmNapzgc6dIuum5ewsSUIIEALXWDTOz58/Qd4ipcAjuxcBQgjIAoHQwCB4ePMKpE+fHurWrSsLmUlI00GAlM1k9kJ0pd11TMhLlEx3aiYELAKBlnWFqLRnTpOyaREbaiQhrFgwMKQ07Ly2SGIdXluxM8LKlCZNfD9rK4pfp4wNlXWDwDlFypOqjSgKrW4QpVnMAYH/Du/hbNavXx/s7e3NgWXi0YIQSPOdkQXJo3NRrl+/DqVKsSeg7EB10JmTFMBG5wjThKaIwKdP0ZCpXGWIiY2F3YevgIsrixJMRAgQAoSAGSOAQYGa1y8LESzP4MqTtyBPkaJmLA2xTghoj8Bw3/pwlQX9W716NXTr1k37gdSTENABAvGPkXUwmSVOUaJECciRIwcEv34Nl2/fsUQRSSZCIAEC9iz/Yb3KQq7UcxSVNgE+VEEIEALmh8Dd29e5oume3RtyFyZF0/x2kDj+EQQ+vv8I18+dZOn8rADT+hERAoZGgJTNZBBPg6kgmgtBBHYfp6i0ycBFzRaEQMvagiutGLnRgkQjUQgBQkCGCIgPzqo2wIT2MgSARJYlAhePH2Bp/OJYOr+qgGn9iAgBQyNAyqYWiIvnNnfiuU3yOtYCMepiCQg0rV2Di3H18nmI/PjBEkQiGQgBQkCmCOCJodMnD3PpK9N5TZl+C+Qp9pmDO7ng4r2sPFEgqY2JACmbWqBftWpVngT34fMX4HfvvhYjqAshYP4IuGTOAjXLlYW4uC/w78mD5i8QSUAIEAKyReDBvZvwKuAFOLtkhWLlq8oWBxJcXgigC+1/R/ZyoVu1aiUv4Ulak0GAlE0ttiJt2rTQsWNH3nPNrt1ajKAuhIBlINCtheBCfnj/DssQiKQgBAgBWSJw+IBg3anbujPY2JAPrSy/BDIU+tS+bfAlNgZq1qzJ44/IEAIS2QQQIGVTy03o0qUL77nxwEH49uWLlqOoGyFg3gi0rlcX7Gxt4abfZQgOemXewhD3hAAhIEsEvnyJhWOK1A8N2lIkTll+CWQq9JEta7jkXbt2lSkCJLYpIEDKppa7gOlPChUqBG/CI+DQufNajqJuhIB5I+Do5Ait6tbhQhxVWAbMWyLinhAgBOSGwIXz/8KH9+/Ap0BRlu6kmNzEJ3llikDwS3+4dekMpEtnD61bt5YpCiS2KSBAyqaWu4BRacUnQ2v3CMlxtRxK3QgBs0agW0vBlfbQgR0sPhal5TXrzSTmCQEZInD04C4uNVo1KQqtDL8AMhX5yPZ1XPLWrVuBk5OTTFEgsU0BAVI2U7ALnTp14r13n2BPSSk6ZwqQo67mjEC9ihXAjYVLx+Aa9+5cN2dRiHdCgBCQGQJo0Tx3+jhTMtNAnTadZSY9iStXBPC58JGtq7n44jEwuWJBchsfAVI2U7AHXl5eUJvlHoyN/QJbDx1JwX+g1DAAAEAASURBVEjqSgiYLwJpbGygc1MhEbQYZMN8pSHOCQFCQE4InDy6n0fULl29Hri6u8lJdJJVxgjcvXoJAp8/AQ8PD37fKmMoSHQTQICUzRRuguhKu2a3EEo6hcOpOyFglgiIrrTHWQh1DLZBRAgQAoSAOSBw+OB2zmZ9XwqQYg77RTzqBoHDW4XAQOiRZ8MeGBMRAsZEgJTNFKKPeYrSp08P5675wYuAgBSOpu6EgHkiULRAfiiaLy98/PAeLpz71zyFsACuD+zZCr/90g8WzJ5iUGk+fYrm6+Lad2/76WztVwEvpXlDggN1Ni9NRAggAq/8X8CdW9chXXoHqNaIcgzSt0IeCMTGxMG/uzdzYUUDiTwkJylNFQFSNlO4M46OLDqnIjHuuj37UjiauhMC5ouAmHPzyEEhX535SmK+nD98cBtOnTgIF1l0TW0JFbpF8/+EK5fOajskQb+Yz5/5urh2aEhQgvYfrXgX8VaaF8/WWTLpYh8sGR99yHZEEUG7RlNfsHdIp48laE5CwOQQuHBsP3x8HwElSpSAokWLmhx/xJD8ECBl8wf2XHxStGYPc6Wl6Jw/gCANMUcEOjVtzINsnDtznKcRMEcZ5Mjz4nnTYOPqxTCeWSW/fv0qRwhMQmbaB8NuA0bOPnxwB1+0HrnQGhZ8Ws2oCIgutBQYyKjbQIsrIUDKphIY2hZr1aoFnp6e8NQ/AM77UXRObXGjfuaNgHvWrFC/ckX4GhcnJUg3b4ksi/t3EeEseFlMAqHy5SvM63LnKwjW1tYJ2qnCMAjoch8S22vDSGIeq9z0uwTBQa/AxcMLSlauaR5ME5eEQCoRiHgTDhePH2APhq2gY8eOqZyNhhMCukGAlM0fwBFv2ETr5sINm35gBhpCCJgnAj1Zvi6k3Sx/F+XcNJ09fB0WCv17tQZN5x679R4M2/adh/lLt5gOwzLkRFf7kNReyxDWREXetX09b8PcmvSMJVGYqMHCEDiw/h/2QPgLNGrUENzd3S1MOhLHXBEgZfMHd65v377cpXDr4SMQ+jrsB2ehYYSAeSHQqk5t8HB1hefPHoPf1QvmxbyOuP327Rt3I8YzhqLCjRaUWzeuJIjUi33v370BN69fBgyyo06fP33ic0VHR6k3AdbhGtgnKQoLDYZBfdqC/8tnvP/7dxGAr5gYwcqJ5y0dHBxV1kd3WpxberHAT6IsSa0ltuGc4lhN40S5sE9KCPm+ce0ix1Jdbl2viXsT4P8crl46x7HT5GIsyhEVFcnFwEjMd275wcvnT1MiFu+raR9SOn9ye51ipix0ACrkeL4Yc2s2797fQqUksQgBVQTi4r7DrtULeeXAgQNVG+mKEDAiAhQP+QfBz5kzJzRv3hx2794Ny7Zsh/ED6R/aD0JJw8wIAWtbW+jbzhcmLFgEO1lo9dJlK5kR97phFZXHn7u35JNNnDYfNq5dAo8e3OXXdunSQc+fhkCnHv3h8P4dMHfmRPj48QNvc3B0gnETZkL1Wg0kRqZMGM5vikuVrQjzlgjRA8XGX4b0hBt+F6F2vaYw6Y8FYrXKJ1oyh/RtD4Gv/Hl93x4CX3jh26EnDBk5ARaxM5s7tqwBb588sH77Cd7vOntQMLR/J14W32zt7CBbthxQrFQ56Nl7GGRxcRWbEnxu2bQCli2YwesRgzr1m6n0Gcx4unfnBtjbp4c9R6+yCN4OKu2aLub89TtX5FAJRLKysoJ2nX6CvoPGcPdfXa65Z9dGWPj3FK7Qi7zk9MkNY8bPgKLFy4hVIO5PgULFoHrthrByyWzpgYK7Rzb43/QlULBwMal/UgVN+5CS+bXZ66TWl1Pbvp0b+fnkao1bg1s2TzmJTrLKGIH/WGqy10EBkDdvXqhXr56MkSDRTQ0BsmymYkcGDRrERy/evBW+ffmSiploKCFgPgj07dCW5+068+8RjW6b5iPJj3GqHBNs4rhBXNHMlNmFT4bWq8ULpsPwAV24ooKKpnhOMiryI0z6dRC8DgtRWvi7UllzUZPlEHtGsrkH9vaVFE3NozGGWcI1vkPCulhmCUWL9Z7tG6B9i2pw9tTRxKaElm26ACrPSOtXLVLpd4OdlUNFE6l5645aKZrY99aNqyAqmniN5U3rlsGfk3/BS52tefniGfhrylgVRRPnR2vlL0N6SA8HsI6hx98f3LsFS+dP52VRblT+Rg7uCiHMqq0NadoHbefXdq+14cPS+6D1efdOwYW21U+DLV1cko8QkBDYsWI+Lw8YMIA/rJMaqEAIGBkBUjZTsQE1a9aEggULQvDr17Dj2PFUzERDCQHzQSArs3j51q/HlZg9O4SbOvPhXrecojVs867TsO/YNVi4fBtkziIonajQlKtQDfYyq96R03eh94BRfOHY2FjYu1s357zTM9fYeewc5q+TZ0lC/b1wHWzde46/ev48TKpPqvDbpL857+MmzYQ27XvwmxR0+Z02aSRTjEM1DnVyygC+7XrwtieP78N5FqFYJFQQkaxZIvF2nXqL1cl+5slbEOYv2wxHz96DuYs3ghuzHCId2r+duSLfAl2tGad4MNisVUdYsmoXbN59Bpq17MDXwocDl8+f4mX1t+atO8HhU7fZnl6DIaMm8GZ0+z12lEUl1wElNb+u9loHbJr8FKdOHILwt2/AO38RKFmpmsnzSwyaHwJxXwTvC1Pi/PmDB3D93An+cK9bt26mxBrxQggAKZup+BLgeRDRL37e+o2pmImGEgLmhcCgLoIL5t5dm6SzgeYlgW64RUXNK4c3n6x4yXJQs05jaeK/5q1myqcrpLO3h05d+0oWviCW91IXhG6mntmyg6tLfBAIdxZ5E+vwhcqZNpQrTwFA3hs18YWhoybChP/N5cM+snOc6I6YGLXt1EuSad0qwc33xbMnkuJZr1FLcM0az1ti84j14ybOgpKlK/I5S5erDH/MWi42wYmje3hZF2tmdM4EY5k78y+//gFFipUCr+w5oefPw/n5PlzkHctPp04+ufPBqHHTAN2k7Zi7sW/7npIyjOc+U0vJza+rvU4tn+YwfseW1ZzNVr0GsT01B46JR3NDYMbwXjB1YHe4cvokc9c2De53rhSsml27dgFnZ2fTYIq4IAQUCJCymcqvAuYxcnJygnPX/ODW/QepnI2GEwLmgUDFEsWhZKGCPBDNiWO6seyYh+SqXFpbp1WpyOoar1yJ7rPYwYZZ+YoozgK+eaPZWqgykREvajdoJilST58m/puWIaMztG4nPEG/c+s6Dxi1eb1g1UT2O3ftlyop8uUvBHhWEsn/paDQ6WLNwkVLQeNmvnxedG3FwE6oLOPDQyRN7q7p0tnzNuU3d3fhLGA0c49OLel7/tTyZy7jH96/w8/9OjhlhHrM1ZuIENAHAiUq1YQjLGbBCN/a0LakFyyePAae3b+nj6W0mjPyQyTnBzujCy0RIWBqCJCymcodQUWzRw/BnWw+WTdTiSYNNxsE2I35kM6CdXPH5tUab9DNRhYdMmqrQSkRpxeD5GhSZsQ+pvIp5oQMCvRPkiV0kxUVpdkzfocjB3fx/tVq1gd0MU4tubi68SneRbyVptLVmv8ePwhtm1VhKWPaMFfdHdJ50e+gnYucrW06zpOmKLYSs6ko6Hv+VLBmskN3bFvDeWvIgmOld0z4gMBkGSfGzAqBinWbMH6Fh1OvQwJhEzun3716YehZqxRsXTIXwkNfG1SeQ8ya/5lFL8ejXUWKFDHo2rQYIaANAqRsaoNSMn369xci0a7ft5+5YKUs1H8yU1MzIWCyCLRv0hAyZcwIaE24d+e6yfJpyoxZWVlz9mJjPpsUm2FhQZwfD8/sSfLlnCkztGrblfd5/vSRFKm1c/fUWTXFRQMDXvCiV3ZvsQp0sebvYwbA+NH9eJClQcN/h71HtIuYKzFBBZNDAM/PHj8kuFu36DnQ5PgjhiwHgUwumaEoc/VXpyfs/+CC34dC6xKecPPiefVmvVxj8O5dK4RjDOKxLr0sRJMSAqlAgJTNVIAnDs2fPz8PM/2ZRXNcsV14si+20SchYKkI2Nmlgz6+rbl4mFqDKOUIOCoiuoYEC8qdOANaP6Mi34uXSX5a2wgKK3Z68zo0yb7aNGL+VHyAgJQ7d4Fkh3To0oefZRQ7lipTAQoVKSle/vDnf2dP8Oi4OEHu3PlV5knNmo8f3YWTx/bz+eaydDPt2NlTPFdrDqTrvTYHmbXlcd+ezRAbGwPlajWEHLlyaTuM+hECP4RApXrNEh036u8VULxCQmU00QGpaLh66hi8evYQvLy8oFmzxHlKxRI0lBBINQKkbKYaQmEC8YnSwo0s0qSpnBjXkWw0DSGQGAL9O7bnZ91OsJv38LeGdR1KjCdzqvfK6cPZRSVxNQtb/4EF5UEcp/w+DB4/uq+VKE5O8cEgdm5dCy9fPIWjh3bDhLED+Zna5Ca5cuE0T2GDEWhPHN3HLX44BlN8NG/TObnhgGlfKletI/Xr1P3Hcg7/d/4k3L55jcl9F7ZtXglofURyds4MTRTRYsVFUrOm35WL4jRgnz49L2PU3RimqCB9jfsG7yLCednU3lK716Ymj674QVfmXdvW8elas8BARISAvhGo3KC5xiXSOzhBfYW3h8YOOq4U053069ePxwbQ8fQ0HSGgEwRsdDILTQKNGjUCHx8feP78Oez59xQ0r1ObUCEELB6BHNmyQfOaNWD3yX9h97b10LPvMIuXWZcC1mFPx7es/wfevnkNyxfNhFVLZ/Nk9ClZI1ee/ODh6QXBLN/jqRMH+Usc33/IOLGY6CfmBcWXMmFwo2G/TAYX16zK1RrL0eys0JVLZ3lbvgKFoXzF6hr7JVeJ8sfHnxV6p01rC6NY1FiMIKtMqVmzOjtPumD2//g54749WkJRFrjpxrWLTMmM40us/mcOLJ7/B5w4/1B5SZMoJ7fXGUEVJ5Ng2gBMYE7YUJb31CNnLihfu6EBVqQl5I5Azrz5IJtPHgh8/kQFiuiojzBtYBcYO38tU/6Ec50qHXR44f/sGVxgD3rxd7J3b+3TTOmQBZqKENAKAbJsagVT8p3w5mzIkCG849QlLCKjhkTqyc9CPQgB80NgWA8hIilao6KiIs1PgBRybG0d/7OZJr7IZ8EUFUjiJ79QvIl1Vmmspeqsbh4we+EGHnUVo6GihQbThYz+fTqgOyqSOE4oC2PTKNYR26fPWQUFCxfHS05o+atVvyk4sFyc4rlQ5TFiP/xEy6FImBuzcNESLP/kbmjQuJVYrcJDGjWh9+zYCJgmBalTt37SGG0KeCYU+VRP02Jvnx7KsxyJqzcfhuq1GiSYKjVrujPFvO/gMVyRxnN+qCg3bOoLZctX5etEsuiy1Ws2APxNF7Gzskp40yjiqRx1OAGjShXiXOI4bBLrtJ0fvwtJ7bXScrIposu5mHqnbZ/hDFPZiE6CGhEBDF4tutLasd8r9xyClwqydIzln/5f3w6g73ycG+dOY6t9B0x34urqakQ0aGlCIGkE0rAf6u9Jd6FWbRGIjo4Gb29veP36NRxdsQzqVjGMz762/FE/QkAvCLCfkCodu8B5v+v8Jr5zChUOvfBkhpN+YMHFYmNjtbImJiZeBIvaGvPpE6BClRShgjWsf2feZeWGg5CN5ZqMCH8LmM7DJq1qOpek5vnyJRZ8m1bhZ0Vxjk07T6kopkmNVW/DBxXIQ1q2PirhYioS9X66WjOOWTLRZRkj3ooKfWhIEMujmY4HIVJf19Sutd1rU+Nb1/xcPH8KRg7uBs4uWWHrtQB2/tZW10vQfISARgT8zp+B8d1bwF9bjkKBEmXg71F9Ye+6pVLfqo1awcRlWyGtbfwDRqkxlYXggFfQsZwPj6L96NFDyJMnTypnpOGEgP4QoGeAOsQ2PTv/M2yY4EY4Ba2bRISAHBBgj3h/6/czl3TL+uUQ89m0IquayxZgDklt3FaTkidTpizJKpqaxqMF1IspiylRNHGeIwd2SUGJOnb5WVLaNK2RXJ3IgxtTeBNTNHW5JuY+RaVWVDRxblwbo92aA/3oXpuDbNryiM/K16yYx7u37zeKFE1tgaN+OkGgGPOGmL/3HBQqVYb9jgCMmLkEWiqdGT57cCeM69qMBXuL1sl6ypNsWjidecLEQYcO7UnRVAaGyiaJACmbOt4WTKjr7OwMZ65chfPX/HQ8O01HCJgmAg2qVoFShQoxy9Qb2Ld7s2kySVzpFIFvLOb+xrVL+JyZs7gwV9Q2Op1f02TGWFMTH1RnGgjc8LvIg0o5ZcwEzXv8WGAq05CEuDBHBPBMZq6ChSTW0bV26LR50LbvCKnu0smDMLBJJQh5FSjVpbbwJjQMDrCz/khjx45N7XQ0nhDQOwKkbOoY4gwZMsCgQUI0vKmLhRsxHS9B0xECpocAt2724XyhAoKujkSWjcDpk4fB/+UzLmTbTj+Bra2d3gU2xpp6F4oW+GEE1q5YyMe27j2URU8WIgv/8GQ0kBDQAQKocA6YNBO6Dhsvzfb03k34uX5puOd3VapLTWHL4pnwhUXPbtGiBRQpUiQ1U9FYQsAgCJCyqQeYMVAQutQeOnsert25q4cVaEpCwPQQaMkiMBfKkxvCQoPhMHMfIrJsBDasWcQFxBQpLVsL5z/1LbEx1tS3TDT/jyFw7851HtzJnrmAt+4tBOf7sZloFCGgWwRQ4fxp7GQYPWc1CzQmJH2IYOmtBjevCif3bE/VYu/D38Ge1cJv76+//pqquWgwIWAoBKwnMjLUYnJZBxXNiIgIuHDhArwJD4d2jSkUu1z2XtZysv+wmRwdYeex4/Di2WNo2aaLynk4WWNjYsJbW1mDo2MGKFm6ApQuVwkw+mtKCM/lvmPBfHB8s1YdAVOe6JuMsaa+ZaL5fxyBWX+O55Z135+HQZUGTX58IhpJCOgJgXwssnexijXg/OE9EBvzmZ+xPLVvG1hZ20LxClXZ2fSUL7xh7h9w7cxxqF+/Pvzyyy8pn4BGEAJGQICi0eoJ9ODgYPD29ubRJe8d2A0F8+TV00o0LSFgOgh8ZxE+8zRoDM9YpLwJU+dB3UQSX5sOx8QJIUAImBsCTx8/gG7t64OtnR1sufYKsmR1MTcRiF8ZIYD5MMd0aACvnj+WpK7O0i2Nnr0SHDM4SnXJFaI+RoFvSS+I/PAOzpw5A1WrCumakhtH7YSAsREgN1o97YCHhwf89NNPfPapS4WD3HpaiqYlBEwGgTQswufYPsL3fu3KBTwsu8kwR4wQAoSARSCwZtUCLkcTFgGZFE2L2FKLFiJHrlyw+PAVKFG5liTnaWbh7FW7ODy8eV2qS66we9UirmhWq1aNFM3kwKJ2k0KALJt63I6XL19C7ty5+Q3306MHwSdHDj2uRlMTAqaBQFxMLHjXrQ+BLGLetFnLoFqN+qbBGHFBCBACZo8ABqXq2KomWLMHW5uvvAS3bJ5mLxMJIA8EvsR+hXm/DZbOXKLUNmltYeCk2SxlSv8k3Wo/R8eAb+ns8J7lBj5y5AjUq1dPHqCRlBaBAFk29biNOXPmhK5duwLmAiPrph6BpqlNCgEbO1sY/VMvztPaFfP599+kGCRmCAFCwGwRWKcIjtKgbXdSNM12F+XJeFpbaxgxYyFM/GcbpHdw4iDEscjtc8YNgPE928DH9x8TBWbfhn+4olmmTBmoW7duov2ogRAwRQTIsqnnXXn06BEUKFCAJyl/cHAv5PXx0fOKND0hYHwEPn/+BDlr1oMwFiBryowlUKM2Bcky/q4QB4SAeSPw4tkT6NK2Dv9/uva/x4DuiUSEgDki8OrZc5jwUxt4fCc+H7t7Dh8Yv2gjFC1XQUWkqMho6FDOB969CYPdu3dD8+bNVdrpghAwdQTIsqnnHcqXLx/06tWLu9KOnTVHz6vR9ISAaSCQLp09TBjYjzOzdMF0iPvyxTQYIy4IAULAbBHA3xL0FGrSqTcpmma7i8Q4IuCVywcWHbwILXoOlAAJ8X8OA5pUgvnjRwC6zYq0ZdFMrmhWqMCifzdrJlbTJyFgNgiQZdMAWxUUFMTPbn5m6QIubNkAFUqUMMCqtAQhYFwEvjEFM3+jZvDE3x9GjpkKLXwNk4vRuFLT6oQAIaAPBG7duAL9e7UBO3t72HT5Bbi4ZdXHMjQnIWBwBE7t3Ql/Du0B0ZEfpLWz+eRheTpXsYcq+aF9eR+mfEZRBFoJHSqYGwJk2TTAjnl6esLw4cP5SqNmzAL2aNYAq9IShIBxEbBKmxb+HDGUM7Fi2WyIZv8siQgBQoAQSCkCaM1cNHcqH9au70hSNFMKIPU3aQRqNGsFq8/cgzJKwfQCnz+Bwc2rwjDf2lzRbNq0KUWgNeldJOaSQoCUzaTQ0WEbJt/NkiULnLvmB/v+PaXDmWkqQsB0EWhdvx6UK1YUIsLfwGYW4ICIECAECIGUInDm3yNw59Z1yJDZBToMHJ3S4dSfEDB5BNy9ssGsLYe5NdPBKaPE7/MHt3kZlU0iQsBcESBl00A7lzFjRhg/fjxfbfTMv+F7XJyBVqZlCAEjIpAmDfw1agRnYNOapVzpNCI3tDQhQAiYGQJx7H8lntVE6jFiIjg4OZiZBMQuIaAdAuzfJTTu2B3WnHsAFeo0URnUp08faNGiBTx9+lSlni4IAXNAgJRNA+5S3759wYdFo73/9Bms2LnLgCvTUoSA8RCoVq4sNKlRDT59ioZV/8w1HiO0MiFACJgdAvt3b/5/e2cBF9XShvHHRMUWUbFFRVGsa187r9fuxm695rW7u8XG7sTG7u7uFgPEAhSD+80MH1wQ9ArL7p7dfeb3W/fs2XNm3vc/h/U8Z2beFzK3pl0Ge1Rr1t7k7KfBJBBRArapUsK5+8Awp7m5ucHR0RH9+vXDhw8/TpMS5kTuIAEjE6DYNGAHWFlZYdSowHUng6fPUjffBmyeTZGA0QiM69VdpStw27ACT0TEPRYSIAES+C8C8gGVq1jvLUub/mMg8xSykIC5E5BhPeYM763c7NKli8rXHuTz58+fMXbsWDg4OGDp0qUq00HQd3wnAa0SoNg0cM/Ur18fv/32G557emLK4mUGbp3NkYBxCDhmyYrmNavj27dvmDdrgnGMYKskQAImRUCu8/Z+7QWH3AVQulpdk7KdxpJAZAkc370dl08dVnE+RowYgSVLluDkyZMoWLBgcJXPnz9Hs2bNULRoURw6dCh4PzdIQIsEKDYN3CvRo0fHuHGB60/GzF+I16+9DWwBmyMB4xAY2bULrGLHxoG923H96gXjGMFWSYAETIKADCq2cvEcZWuHIRMg/utkIQGzJ/D16z+YMyIwCNbAgQMh433IUqhQIZw4cUIJz5QpUwZzOHXqFEqVKoVy5crh+PHjwfu5QQJaIsCfbyP0RtmyZVGxYkX4+Ppi+OzA/0yNYAabJAGDErAT/0F2b9ZUtekybaxKzm5QA9gYCZCAyRBYvGC6WmpSqMyfyFespMnYTUNJQBcCu9YsxqPb15AhQwZ06NAhVFVysMLZ2Rm3b99Gnz59EFs8vA0q+/btw++//44//vgDUoCykICWCEQT+auY9NEIPXLp0iXkyZMHMWLEwJUtG5A9cxYjWMEmScCwBN5/eI8MZf/Am3fvMGKcC0qXq2xYA9gaCZCA5gncv3sLzRv+odajuR64gsw5cmreZhpIAroS+PDuA5oUzYI3ni+xYsUKNGrU6KdV3r9/HyNHjlRrN+USlZClcuXKGDZsmFq2FXI/t0nAGAQ4smkM6qLN3Llzo127dmoNW/uhIyGGeYxkCZslAcMRSJggIcZ076oanDZxGHx9fQzXOFsiARLQPAH5/HvimP5KaNZo0YlCU/M9RgOjisCCsQOU0CxWrBgaNGjwn9VmypQJrq6uuHHjBpo0aSKmmv97S799+3bkz58f5cuXx86dOxlI6D9p8gB9Evj3ytRnK6w7XAKjR4+GjY0NDp85i5VbtoV7DHeSgLkRaFevDgo45YSXeHq7mKlQzK176Q8J6ERg5/b1uHzxLBIlS47W/UbrVBdPJgFTIXDr8kVsdp0lBGMMuLi4hBKO/+VDlixZsGzZMly9elWJ1GgyYef/y969e/Hnn38iR44cmDt3Lvz8/IK+4jsJGIwAxabBUIdtKGnSpBg/frz6ovvY8ZBTDFlIwOwJiKnjs4cOVm6uWbEAcsocCwmQAAm8f/8OLlMDBWanoZORMHFCQiEBsycQEABM/ru9mOAWgG7dusLJySlSPmfPnh2rVq3ClStXUK9evVCC9ebNm5C53tOlS4cBAwbAw8MjUm3wJBKIDAGKzchQi8JzZOhquaj7lbc3BkyZEYU1syoS0C6B33LmQMdGDdTUnkli6hCXjmu3r2gZCRiKwPxZ4/H2jTdyFSqBivWaGKpZtkMCRiWwbfkC3LhwCnZ2dhg6dKjOtshRzDVr1uDu3bvo3r07EiRIEFzn69evIWfVyQBEMhWfu7u7Ws4VfAA3SEAPBBggSA9QI1rl5cuXkTdvXnXDfW7jGuR1zBHRKng8CZgcgXdiFCNzxcrw8n6DAcMnoVLlOibnAw0mARKIGgI3rl1GG+eqajRGBgXKlN0xaipmLSSgYQJvvLzRpEhmfHj3BqtXr1YCMKrNfScC8i1cuBDTp0/Ho0ePwlSfNm1albOzRYsWkOtAWUggqglwZDOqiUaivly5cqFr165KbHaQwYLknAoWEjBzAokSJsLk3r2Uly5TRkNOoWMhARKwPAIykuaksf2V43Xb9aDQtLxLwGI9njuitxKaMk+mnPqqjyJzdfbo0UONdK5btw5FixYN1cyTJ09UVFt7e3uULl1arf/k2s5QiPhBRwIc2dQRYFSd/v79e2TLlg3Pnz/H/BFD0bpe3aiqmvWQgHYJiMiTxRs74+i586hZtyl69hUPW1hIgAQsisDmdcsxUUynT54yNZYevw3r+PEsyn86a5kErpw+iU5ViiBmzFgiuM8VODg4GAyEnFG3aNEiJSzl1NrvS/z48VGlShXUqVMHlSpVQrx4/Jv8nhE//zoBis1fZ6X3I+UcexnuOol4CnV313YkTZpE722yARIwNoFrt+8gV/Vaav3mgmVbkc0xl7FNYvskQAIGIvDG2wsNa5aGj897DFuwHqWr1TZQy2yGBIxH4OvXf9CmXF7cu34J/fv3x6hRo4xizOfPn7F161aVQmXXrl3hpkiRQlMKTik8Zf7OkGtAjWI0GzU5ApxGq6Euk1Mo5FQKmfC+96TJGrKMppCA/gjkyJoFPZo1VQ1MHDOAwQr0h5o1k4DmCMyePkYJzfylKqJUVQpNzXUQDdILgY2uM5XQTJ8+vYoOq5dGfqHS2LFjo3bt2pB5OR8/fowxY8Yga9asoc6UU2o3bNiAhg0bInny5KhevTqWLFmCFy9ehDqOH0jgRwQ4svkjMkbaf+vWLeTMmRNfv37FsVXLUTRfXiNZwmZJwHAEfH18kbVSZXi88kSPfiNRq06g+DScBWyJBEjA0AQunj+Fzm3qIWasWFh85CbSMTiJobuA7RmBgOeLl2haJAv8fD/Azc0N1apVM4IVP25SRoeX02zXr1+vXjJtyo+KjDlSsWJFVKhQAcWKFUOcOHF+dCj3WzABik0Ndv7AgQPVlAqHjBlwyW0DrKz4x6vBbqJJUUxgwy531OnaQ6wNscbSNbuR0i5NFLfA6kiABLRC4NPHj2je8A88ffIQzt0HoXW/4VoxjXaQgN4ICB2HPo2r4uTebWpNpJzCqvVy/fp1JTrl6KYUoT8qcePGRcmSJYPFp8z7GS1atB8dzv0WRIBiU4Od/enTJ/z222+Qf+Ddmztjcr8+GrSSJpFAFBMQ/wvX7twVG/fuQ74CRTDVZWWopNRR3BqrIwESMCKBqROGYv3qRcjgkBML9l5AbKuYRrSGTZOAYQhsX7kE47o1R0IRjf3atatIk8a0Hqrevn0bGzduxM6dO3H8+HE1C+9H5JIlS4YiRYqoXPIyAm6BAgUgBSmL5RGg2NRon589exaFChVSi7WPrFiKYvl/06ilNIsEoo6Al/drZPuzGl6/eYvuvYejdv1mUVc5ayIBEtAEgfNnT+Cvdg3Uw6S57mfhkJvLRTTRMTRCrwRePvNA8+LZ4SuCYck1j87OznptT9+Vf/jwAQcOHMDu3bvh7u6uUqv8rM2YMWMiX758weJT3uNKsc3Rz59RM4/vKDY13I+DBg1SuY8ypU2DK1s2qumFGjaXppFAlBDYsGu3mE7bHVZi7ceSVe5Iky5DlNTLSkiABIxPwNfXB83qV8CL58/QrOdQtOozxPhG0QIS0DMBOX22Z72KOHtot1qjuXnzZrMTWffv3w8WnocPH4a3t/d/Uk2SJAly584d6pUjRw6xfMzqP881xgFyxuE7EcQzqMjRWxlQ6aNYFnDlyhU1zVhG65VrWeU04p8VX19fyDgt8iWFu6xHpr9JlSpVqNNevXqFe/fuhdonRXtIRjdu3MDbt2/VMbIeaVdQefjwoUqrGPQ5llgjnz9//qCPBnmn2DQI5sg1IkNSFyxYEJcuXULHRg0wa8igyFXEs0jAxAg07N4Lq3fsRK48+TFj3lrEiBHDxDyguSRAAuERmDC6P9w2rEDmnHkxd9cZxIrNv+3wOHGfeRHYvHgeJvduJ1LaJRXTZ68hZcqU5uXgd94EBARATrmVU22PHTum3n8WaCjk6fL/e5l3Pk+ePHB0dESWLFmQOXNm9TJ22hV5T37mzJlgc2VKmLZt26Jly5Z48+ZN8H650axZM7i4uITJUerp6Yk+ffpg8eLFkMGYvi/S51mzZqFUqVLqKxkpWOY8DVlWrVqlUiXKff7+/rCzswsW9126dMH06dODD5dTmE+cOBH8WYr7ixcvBn82xAbFpiEo69CGFJryCYSMTrtv8UKUKVJYh9p4KgmYBoE3b9/AsXINvPDyQqduA9GwaRvTMJxWkgAJ/JDAqROH0LOzM2KI6XQL9l6EvWOOHx7LL0jAXAh4PHyE5qVy4JOfL1avXo369eubi2sR8uP169dK9EgBKl9S8IQcJfyVyqRIl8JTCtAgEZpJRLFOnTo1bG1t9R7n4Xux+V82Dx8+HHKWYlC5cOECypYtG0aYBn0f8j0o/6oU7hkzZlSpaYK+//PPP1W6GvlZXlMyLU1QkaPFHh4eKjLwgwcPIPmELDNnzkSnTp1C7tL7NsWm3hHr3sDIkSPVxZpODK1f27oZ8RPE171S1kACGiewbf9BVO3QCbFixcbiVbuQPqO9xi2meSRAAj8i8OHDezjXKw/PVy/Qpv8YNO3W90eHcj8JmA0BoRPQrWZpXDxxEHXr1sXatWvNxjddHZGjeo8ePVKz9+TAihSf8l1Ox41MkWtC5RRUKTzDe9nY2EAKMTm6HNlARREVm7I9KbLlulQ5W1EOHsnptr9S5DlyOrJMKROkA4LOk74+e/ZMCezy5ctj7969QV+p9xUrVqBRo0Yqb6oUrUFF+i2FaOLEiYN2GeSdYtMgmHVrRI5qyoheMmhQqzq1sGDUCN0q5NkkYCIEmvfpjyWb3ZA9R27Mdt0I+QPLQgIkYHoERg3rhZ1b1iF73kKYtf2E+FtmSgTT60VaHFEC6+bPxIwBXZQokNNnpeBh+TmB9+/fK0EmheedO3eCX1KEyvvhqCgyH6gUnSFfUhjKqa8yfcuPSnhiM3369GraqpxGK0cxnzx5Eur058+fq2nTrq6uaNWqVajv5NrO5cuXq+/Hjx+PiRMnhvq+ePHiSnDKOtKlSxfK/2nTpqn1v3Lk8vvpuKVLl8b+/fvh5OSEq1evBtcpg1LJ4FSGLhSbhiYeyfbkouS8efOqJyM75s1GpZIlIlkTTyMB0yHwXoyGOFaujmcvX6Fdlz5o2ryj6RhPS0mABBSBY4f3ok/3VmJ9Zmws3H8FGUQACxYSMHcCT0RQl5alneD/6SM2bdqEGjVqmLvLevVPCk05Enr37t1gASrFqBR3cpTv+zWTkTFGCsIWLVr88NTvxWaiRIlw/vz54KmqUjDK9Zghy+nTp1Xal86dO6u1mCG/W7lyZfAU2C9fvijx6+PjE3xI/PjxIcW3HOWsXbu2SjsT9KUcJZXTaeVU3e+LPF6mqKlZs2aor44cOaJGSkPtNMAHik0DQI6qJiZMmIDevXvDzjY5rm93QyKRp4mFBMydwO6jx1CxVVsxEhILriu2I1NmB3N3mf6RgNkQeP/uLZrULQvv117oOHQyGnTsbja+0RES+BGBb9+AzlV/x7Wzx9GkSRMsW7bsR4dyfxQR8PPzU1NEpfD8/iVHBmV03KCXFHbhFRkluHr16uF9pfZ9LzZlgKAdO3YEHy+3K1euHPxZbsipsHKEUo42Hjx4MNR3MlhQyNHuihUrqoi+IQ96+vSpmha8Z88eVKhQIeRXarbXj0Z75UywkN/J6Lhy4MoYhXPSjEE9km326NFDPR2TUaXaDhqGNVMnQTzuiGRtPI0ETINAhWK/o229upi3dh2GDfwL8xa7qbQopmE9rSQByyUgp3aNH9VPCU2ngsVQtx2FpuVeDZbl+YrpY5TQlGsIQ0YGtSwKhvU2Xrx4wVFrf9ay/F2SaUek8JSjoUECVL7LGYS6lJDpSL6vR07Z/b7IdCUhxaYUzCFL9OjRYW1trXaVK1cO9vb2odKghBST3bt3x5o1a5TglieE/E5+bt26tXwzSolulFbZaKQIyHDQcq61vPDW7nLH3NVcaB4pkDzJ5AhM7vM3Mov1Cvfu3MT0KWGnjJicQzSYBCyAwMa1S3Fw3w7Es46PftOXihRGFuA0XbR4AheOH8HCsQMVh0WLFqmgNBYPRUMA5BRTOT1VroGUaUDkiKOcotqmTRu1T1+mligRdvnbrl27gpuT02VPnjwZ/FluyDWdQcF8pN0yzUp4RX4nI8z+SFDGFksY5HpNYxWKTWORj2S7MtTz/Pnz1dl/jR6DyzduRrImnkYCpkPAOr411k+bLCLTxoLb+hXY677FdIynpSRggQRu3biKGZNHKM//nuKKNJkyWiAFumxpBN54eWNEuwYiYEsA+vbtCzktkoUEJIHwxObgwYMxZ84crFu3Tq3p/X408vtz5HpSKRy/LzIirRz1lII5vLzkcu1myBHU78/X92eKTX0T1kP9Mp+OvKA+f/6COl17wNfHVw+tsEoS0BaB3I7ZMbVfb2XU+JF98fTxQ20ZSGtIgAQUAV+fDxjct4OYxvUF1Zp1QNkadUmGBMyegExzMrJTY3i99MDvv/+OESMCH7aYveN08JcIyFHU7wP2yGm8HTp0QL169XDgwIFQ9cicovK7kCV58uSoVatWyF1qu3379uo9TZo0qFKlSpjvpWYwZqHYNCZ9HdqWIY9lSOM7IjJXm8FDIR6j6VAbTyUB0yDQsVFD1P2jPPxEcuxB4mbW39/fNAynlSRgIQTkeqhx4mHQs6ePYZ8jD7qMmGYhntNNSyewcvo4nDmwS0QUTYbVq1er4C2WzoT+/0tArr+UeVYbN278784fbKVNm1YFFsqWLVuYI4KEZdAXMqdo1apVgz6GEahyxLNMmTLB3xtjg2LTGNSjoE2ZmFVetHJB9KrtO7Bg3fooqJVVkIDGCYh1CQtFntlMadPgzq3rmDV1pMYNpnkkYFkE5DT3/Xu2Ia6ILTB8wXoRzCuWZQGgtxZJ4NLJY1gwdoDyfdmypZAjTCzmR+D7Kar/9VkSCHmMjBC7dOlSyOwSjo6OYQDJ9Zly3eXRo0chl82FV2Qe0JAiVB4fMge5jFgrc28GFZnbU67pNGZh6hNj0o+CtmUy2KZNm8JKzOE+u34NcjpkjYJaWQUJaJvAuavXULh+IxVtbcQ4F5QuFzrUuLatp3UkYJ4EbosHQO2aVceXL58xeM5qlKtV3zwdpVckEILA29dv0Erk0/R88Uylpxs3blyIb7lJAj8mIIMCeXh44NOnT5DTZm1tbSFHQM2tUGyaQY/KpxoLFy5E1gwZcH7DWshgKiwkYO4EZi5bgS4jR6tIl64rdiBN2vTm7jL9IwHNEvD19UGrxpXx9MlDVG3SFn9PnqtZW2kYCUQVAblOs0+jyji1fweKFi2KgwcPqkB2UVU/6yEBcyBgfvLZHHolgj7IHE45c+bE7YcP0W7YMK7fjCA/Hm6aBDo3aYTa5cvBT9zkymAknz9z/aZp9iStNnUCcp3mBJFPUwrNTNlzocuoGabuEu0ngV8isGrmBCU0kyRJqtZpyojpLCRAAqEJUGyG5mGSn+S6Tbl+U67jXLFlOxat32iSftBoEogQAbEGwXXMCGRIbYfbN6/BZdroCJ3Og0mABKKGwJbNq1Q6ojji/6JhYp1mnLhhQ/NHTUushQS0Q+DyqROYP7qfMmjp0iWQQV1YSIAEwhKg2AzLxCT3ZM+eXeXqkcZ3GD4S569dN0k/aDQJRIRAwgQJsW7aFLU4fv3qxdi3i/k3I8KPx5KArgRuXLuMaeOHqmp6TpiP9D8IaqFrOzyfBLREwPulJ4a1qYuAgG/o1atXuOkmtGQvbSEBYxKg2DQm/Shu29nZGTLqlP/nz6jesTNeeXlGcQusjgS0RyC/U05M6RuYf3PUsJ6QN78sJEAC+ifg5fkK/Xq2VlPY5TrNinUb6b9RtkACRibg/+kL+jevrgICyXyao0dzVo2Ru4TNa5wAAwRpvIMiap7MOyjz6Rw/fhyF8+TGoWWLEDu2VUSr4fEkYFoExJqx1gMHY6GYQm6TPAUWLNsm3m1NywdaSwImRMBfRE/s3LaeeLhzCbkKFceUDQcQK3YME/KAppJAxAnIlOajuzSH+9rAabNnzpxBihQpIl4RzyABCyLAkU0z62wrKyts3LhRrR04efES2gwcyoBBZtbHdCccAmL95twhg1Dst3zw8nypRlvkzTALCZBA1BOQAYHGjeyjhKZt6nQY7rqJQjPqMbNGDRJY4zJZCc24ceNhy5YtFJoa7COapD0CFJva6xOdLZJP2eSPoAwYtNRtCya5Lta5TlZAAlonEEPkmt00cyrSpUqlboLlzbC8KWYhARKIWgIrF8/G7p2bIQMCjRWzCJImTxa1DbA2EtAggRN7dsJlWC9l2bJlS5EnTx4NWkmTSEB7BCg2tdcnUWKR/BFctmyZqqvX+InYeehwlNTLSkhAywRskibDtjmzEE88aJE3w/KmmIUESCDqCBw9tAezZwYmrR84ayUy53SKuspZEwlolMDDWzcxrG19Yd0/GCZSzNWuXVujltIsEtAeAYpN7fVJlFkkfwyHDh2q6qvfoxdu3bsXZXWzIhLQKgGnbA5YMWGsMk/eFMubYxYSIAHdCdy/ewvDBvylKmrVdxRKVK6ue6WsgQQ0TuCd91v0bVpF5HT+gLp162LQoEEat5jmkYC2CDBAkLb6I8qtCQgIQIMGDbBu3TrYp0uLM+tWIUniJFHeDiskAa0RGOUyBwOnzRDTyeNh7uLNyJTZQWsm0h4SMBkCb994o41zVTz3eIoy1RtgyLxVEEulWUjArAl8/RKAnvUr4MLRfcibNy+OHj0KmduchQRI4NcJcGTz11mZ5JHRo0fH4sWL1Y/kvcdPULdrTwR8+WKSvtBoEogIgQEd2qF+pT/w8aMf+nRvCXmzzEICJBBxAl/F/xmD+rRXQtMhV370nbaYQjPiGHmGCRKYPqirEpoyFoabmxuFpgn2IU02PgGKTeP3gd4tkE/h5I+k/LHcd/IU/hoduN5G7w2zARIwJgEx7LJ47Ej8liOHukke2LsDvnz5bEyL2DYJmBwBGWRrysQhuHDuFJLYpsSopVtEYCCm0zK5jqTBESbgtmQ+NrvORKxYIvjcpk0qyn+EK+EJJEACoNi0kIsgbdq06scyVqxYmLVyFSYzQq2F9LxluxknTlxscZmOlDY2uHj+JMaM6AM5tZyFBEjg1wisWDoHbutXiNQmsTF6sRts7VL92ok8igRMmICMPDulTwflwfz581CkSBET9oamk4BxCVBsGpe/QVuXP5ZySq0sPcdNwPLNbmqb/5CAOROwS5kSW0WE2rhx4mD39o1wmTbanN2lbyQQZQS2b1mHOdMDg231m74UOfIXjLK6WREJaJXAldMnMbhVbfFg8hv69euHZs2aadVU2kUCJkEghohWOtQkLKWRUULAyckJiRIlgru7O9z2H0BBp5zIkiF9lNTNSkhAqwTsUtiigLjWV23fgSuXzqr8gE6582vVXNpFAkYncOzwXhV5Vk6j7TxyOqo2aWl0m2gACeibgExx0qNOGRV5tmXLlpg2bZpYn8xIWPrmzvrNmwDFpnn3b7jeyRHOT58+qahqG/fsQ7kihZFGjP6wkIA5E7BPlw5ZxHTyDXv24szJI0iVJi2yZHU0Z5fpGwlEioB8INNbBNX6+vUrGnftj2bd+0WqHp5EAqZE4OUzD/xVowTeer1CtWrVVK7yGDFimJILtJUENEmAqU802S36N0o+rZZP7eS02iRipPPEqmVwsLfXf8NsgQSMTGDqoiXoPnY8ZKTmsZMXoGjxska2iM2TgHYI3L93G53EFMIPH97jz4at0GfqAkae1U730BI9EZC5NDtX/R2P7lxHsWLFsHv3bpE2K66eWmO1JGBZBCg2Lau/Q3krn1rXrFkT27ZtEyObKXByzQqkTsngD6Eg8YNZEug3cTLGzl8IKysrTJ29Ck65fzNLP+kUCUSEwIvnz9C+RU14eb7E7xWrY8SiTYgZk1MII8KQx5oegY++n9BdTJ29fu4EcubMicOHDyNJEuYjN72epMVaJUCxqdWeMZBdfn5+KF++PI4fPw7HzPY4tnIpEidKbKDW2QwJGImAGNlv0W8AFm9yQ4IECeHiuhEZM2UxkjFslgSMT+Dd2zfo0KoWHj+8j1yFimPi2r2IEze28Q2jBSSgRwJfvwSgv3M1nNy3HenTp8exY8eQOnVqPbbIqknA8ghQbFpen4fx2NvbG8WLF8f169dRJE8e7F+yADJlBAsJmDOBf8TIfvXOf2HrgUNILvIHzhGjOClS2pmzy/SNBMIl8PGjH7q2b4jrVy8iYzYnzNhyFAkTJwz3WO4kAXMhILNgjfmrOdzXLkHSpMnEQ/djcHBwMBf36AcJaIYAU59opiuMZ0jSpElVdFqZi/PExYuo81d3BHz5YjyD2DIJGIBAtJgxsXbqJBTNmweer16gR+cmkKM7LCRgSQS+it/6Qb07KKGZIk16TFizm0LTki4AC/Z19vDeSmjGi2eNnTt3UGha8LVA1/VLgGJTv3xNpvY0adIowSmF5/ZDR9C0X3/g2zeTsZ+GkkBkCMgR/O1zZyFH5sx49OAeev3VDD4iMAoLCVgCAbluf+SQHjh5/CASJEmGSWLqrG0qRia3hL63dB+XTx2HNS4TECNGTGzcuAEFCzKHrKVfE/RffwQoNvXH1uRqzp49O3bs2IF48eJh5dYdaNJXhLun4DS5fqTBESMg1yjvXjgX6e3scOPaJfTs0pSCM2IIebQJEvgmfttHCaG5130L4lpbY8KqXUgnHrqwkIC5E1g+bTzmje4r3IyGJUsWo2LFiubuMv0jAaMSoNg0Kn7tNV6oUCE1wikF54ot2yk4tddFtEgPBOxEntnDyxcrwXntykUKTj0wZpXaISCF5sjB3bFnl1ug0Fy9B4758mvHQFpCAnoioITmqD6i9mhYtMgVjRs31lNLrJYESCCIAMVmEAm+BxOQOabc3d3VCCcFZzAWbpg5gXQiAiEFp5l3Mt0Tk1XCCs1chYqQDAmYPYHvhWbz5s3N3mc6SAJaIECxqYVe0KANFJwa7BSapHcCFJx6R8wGjEjge6E5ftVukeaEQtOIXcKmDUQgpNB0dV0ICk0DgWczJCAIUGzyMvghAQrOH6LhF2ZMgILTjDvXgl0LT2jmLlzUgonQdUsh8L3QbNGihaW4Tj9JQBMEKDY10Q3aNYKCU7t9Q8v0R4CCU39sWbPhCVBoGp45W9QGAQpNbfQDrbBsAhSblt3/v+Q9BecvYeJBZkaAgtPMOtRC3aHQtNCOp9ug0ORFQALaIECxqY1+0LwVFJya7yIaqAcCFJx6gMoqDUaAQtNgqNmQxghQaGqsQ2iORROI9o8oFk2AzkeIwNGjR1VOKj8/P9T7oyJWjB+LmFaxI1QHDyYBUyPw+NkzlGjSHI88PJDN0QkTpi9BkiTJTM0N2mtBBD5/9seIQd1xYO92ld5EBgPiGk0LugAs1FV5R+s6fhiWTBoqCESDqwgGxDWaFnox0G3NEKDY1ExXmI4hUnBWqlQJPj4+KFekMDbPnA7r+Nam4wAtJYFIEJCCs5RzCzx4+gxp02XElFnLkdIuTSRq4ikkoF8Cvj4f0K9XG5w/cwLx4ifAuJW7KDT1i5y1a4CAyOqDyX06YOvSOYgWLboSmow6q4GOoQkWT4Bi0+IvgcgBuHDhghKcL1++RD5HR7gvnAObpBzpiRxNnmUqBF56vkKFVu1w+dZt2CS3xaQZy2CfJZupmE87LYCA92tP9OzijDu3riNJ8hSYuHo3sjjlsgDP6aIlE/D/9AUjOjTE4e0bEDu2FdasWY0aNWpYMhL6TgKaIUCxqZmuMD1D7t27hwoVKuD+/fvInC4d9i6aj/RpONJjej1JiyNC4P2H96jaoQsOnzmL+HLUaKorcuctGJEqeCwJ6IXAs6eP0aNTY8h3uwz2mLx2n3hPr5e2WCkJaIWAz3sfDHCuhgvHDyBhwkTYunULSpQooRXzaAcJWDwBBgiy+Esg8gDs7e1x/Phx5MmTB3cfP0bh+o1x5eatyFfIM0nABAgkTJAQe1znoWbZMmIq+Qd079gYRw7uNgHLaaI5E7gtRjLbt6iphGaWnPkwa9tJCk1z7nD6pgh4vXyFLtWLK6GZKlUqHDlymEKT1wYJaIwAxabGOsTUzEmRIgUOHTqE0qVL44WXF35v3BSHT58xNTdoLwlEiICcprVh+hS0qVsHnz9/xoC/22Hb5jURqoMHk0BUETh/9gQ6t66DN95eyFusLKa7HUYyW5uoqp71kIAmCTy9/wAdKxfGvWsXkSVLFvXwO1cuThnXZGfRKIsmEGOoKBZNgM7rTMDKygr169fHzZs3cfHSJazcvh1OWTIjm30mnetmBSSgVQLRokdH1dKlECCiUhwSU2qPHt6DWOJvIVfu/CI4RTStmk27zIzAgb070L9nW/j7f0KpavUw0nUT4saLY2Ze0h0SCE3g1uWL6FarFLyeP0P+/Pmxf/9+pE6dOvRB/EQCJKAJAhSbmugG0zciZsyYqF27Nl69eoVTp05j7U53pLZNjnw5cpi+c/SABH5EQIjK0oULwSZxYuw8fATnTh+Dr897FChcgoLzR8y4P8oIbF6/HKOG9EBAQABqtOiEPlMXIVYsTliKMsCsSJMEzh05iL/rV8CHd29Qrlw57NixQ6SiSqJJW2kUCZAAQLHJqyDKCEQXIz2VK1dW9R08eBBbDxxEDHEzXrJAfpHuiiM9UQaaFWmOQMHcuZBDjORv2rcfVy6dw5PHD1BETGeUD2FYSCCqCcj02K7zp8Jl6mhVdcveI9B+8FiIn2AWEjBrAvs2r8OglrXg/+kjGjRogHXr1iFevHhm7TOdIwFTJ8BotKbegxq138XFBZ06dVLWNaz8JxaNGQErK07t0mh30awoIrDv+AlU7/QXfP38kMMpD0ZPXIBkNsmjqHZWQwLAp48fMXrE39jvvlXh6DF+Lmo0b0s0JGDWBMTgPRZNGIYlk4YqP7t06YKpU6eKByx8wmLWHU/nzIIAxaZZdKM2nXBzc0OjRo3gJ2688+fMgS0uM5BKBBRiIQFzJnD5xk1Uad8JT168QHLblBg3xRVZs3E6uTn3uaF883z1An17tMKtG1cR19oag2avRrE/qhiqebZDAkYh8NH3E0Z3aYpD29aLSVLRMXHiBHTv3p1LFYzSG2yUBCL49NdEAAApiklEQVROgGIz4sx4RgQIXLlyBdWqVcPDhw+RKnlyuAnBWSCXUwRq4KEkYHoEPF97oXrHrjhx8aIY0bfCgGGTUaY8RYHp9aR2LL525Tz6iUBA3q89kTJdRoxdtg2Zsjtqx0BaQgJ6IPDi6TP0d66Ku1cvIIFIO7VmzWpUqlRJDy2xShIgAX0R4PwDfZFlvYqAk5MTTp8+jeLFi+O5pyeKidQoq7duJx0SMGsCyZPZ4PDSRWhes7qIEuqPwX07wXXOFBXIxawdp3N6IeC+YxM6t6mvhGaeIqUwz/0chaZeSLNSLRG4fOoE2lbIp4Rm5syZRfDBkxSaWuog2kICv0iAAYJ+ERQPizwBazHdq3Hjxnj58iXOnDmDDbv34MvnLyhbuCADB0UeK8/UOIHoMWOgRtkySBTfGruPncCFcyfx4P5tETiojIgYGkvj1tM8LRCQUWbnzhyHmVNGigcV31DVuT2GzF0N6wQMiKKF/qEN+iOwfeUSDGlVC34+H1TEWXd3d6RLl05/DbJmEiABvRHgNFq9oWXF3xOQERRnzpyJbt26BYbqL1MayyeMg7W4GWchAXMmsEukRanXrSc++PoiS9bsGDN5IVKmYk44c+5zXX3z9fXB8IFdcezwXhUEpeuomajRsgMDe+sKludrmoBIW4zZw3ph7ZxJyk4ZCGjy5MmM7K3pXqNxJPBzAhSbP+fDb/VAYM+ePahXrx7evn2LnFmyYNucmUifJo0eWmKVJKAdArfu3ROBgzrj7uPHIidcMoyeNA9OuUVaIBYS+I7As6eP0bd7SzESfgcJEiXBsIUbkL9E6e+O4kcSMC8CPu99MLRtPZzevxMxYsSEi8sstG3LSMvm1cv0xhIJUGxaYq9rwOfbt2+rwEG3bt1CsiSJsX7aFJQqJKbVspCAGRN4++4t6nbtib0nToon9bHQs/9IVK3ewIw9pmsRJXDu9DEM6tsR78W1ki5zdoxdvh1pMmWMaDU8ngRMisDju3dFIKBqeHz3BpImTYaNGzegZMmSJuUDjSUBEgifAMVm+Fy41wAE5MimTMos12JEixYNw7t0wsD24ilmjBgGaJ1NkIBxCAR8+YKuY8Zj5oqVyoA/KtdGz34jETcu1+EZp0e00eo3MX9wiesMLJo7FXLJQaEyf2LIvDWInzC+NgykFSSgJwK716/CxF5t8MnPFzlz5sSWLVuQMSMfsOgJN6slAYMToNg0OHI2GJLA169fMWTIEIwePVrtLl+0CFZMHAsZzZOFBMyZwNKNm9Fu6HB8EtFq02e0x4ixs5Eps4M5u0zffkDgtZcnhg3sgvNnTqgjnLsPQovew/nc7Qe8uNs8CHzy88e0/p2xfeUC5ZB8+Dxv3jyR4iSBeThIL0iABBQBik1eCJogIEc3mzRpAi8vL6S0scGqyRM4rVYTPUMj9Engxt07qP1XD9y4d1/l4+zeewQqV6/HZOX6hK6xus+eOiqEZle88fZCYhtbDJq9CgVKltGYlTSHBKKWwEOxlGZI6zp4cPMKYse2EsEDZ6B169b87YtazKyNBDRBgGJTE91AIySBZ8+eoVGjRjh8+LD6D2dopw4Y3LE9p9Xy8jBrAh8/+qHD0JFYstlN+Vnxz5piWu0oxIvHKM3m3PFy2uziedOwaME05WbeoqUxSKQ1sUlha85u0zcSwK41yzGpdzv4i9++rFmzYu3atcidOzfJkAAJmCkBik0z7VhTdUtOqx02bBhGjhypXChbuBBWThoHW5vkpuoS7SaBXyIQclptugyZ1LRa+yzZfulcHmRaBLw8X2HYgM4i9+opZXiznkPRvNcQTps1rW6ktREkIKfNTu3XETtWuaoz5cPlOXPmcNpsBDnycBIwNQIUm6bWYxZi7+7du9W0Wk9PT6RIlkwIzvEoU6SwhXhPNy2VgJxWW0dEq71+956YWhYb3fuOQJVq9Tm1zIwuiNMnD4v8md3w9s1rJEmeQk2bZVoTM+pguhIugYe3bmJw67p4eOuqWDIQR02bbdWqFX/bwqXFnSRgXgQoNs2rP83KGw8PDzRu3BgHDx5Ufg0R02rl1Fo+/jerbqYz3xGQ02o7DR+FRSKAkCwVKtVQ02qtrRmV9DtUJvVRztpwnT8VSxfMUHbnLVYWQ8T6zKQpOGvDpDqSxkaYwM7VyzC5T3s1bdbBwUFNm82VK1eE6+EJJEACpkmAYtM0+81irJbrmoYPH65e0uliv+XD0rGjkDFdOothQEctk8BysYaz7ZDh+PjpE1KnTY+BwybDKXd+y4Rh4l4/ffwQo4b2wJVL55QnLf4eDuceg/jczMT7leb/nMC7N+8wrV8n7N24Qh0ogwDOnj0b8ePzwdnPyfFbEjAvAhSb5tWfZuvN3r171bTaly9fIm6cOCK4QC90aFgfiB7dbH2mYyRw69491O3WE1du31HTzRo2bYtW7XuqyLWko30CAQEB2Lh2KWbPGAN/8dAgiW1KDBajmb8VL6V942khCehA4MSenRjfvRVev3qOOHHiYtasmWjRogWnzerAlKeSgKkSoNg01Z6zQLtlWpTOnTtjzZo1yvtyYg2n6+jhSGuX2gJp0GVLIfDV/zMGzZiJcQtc8c8//yBDxswYMGwKsufgNDQtXwPPPZ5izPBewbkzy9ZshG5jZiFR0sRaNpu2kYBOBHze+2DmoK7BQYCKFi2KxYsXI0uWLDrVy5NJgARMlwDFpun2ncVavm7dOnTo0AGvX79GfGtrTO/XBy3q1IJ4ZGqxTOi4+RM4dfESnPv0x+2HD8WAfnQ0adkJLVr/hVixYpu/8ybkoXwgsNVtNWZMFFOgxfrbhElt0GvCPJSqWtOEvKCpJBBxAqcP7sO4bi3g6fFE5c4cPXoUunXrJqaLx4h4ZTyDBEjAbAhQbJpNV1qWI3I6bfv27bF5c2AQlcoli2PByOFIacscdZZ1JViWt58+fUS/ydMwdcky5XjmLNkxYPgkZMmaw7JAaNRbz1cvMG5EH5w8flBZWKJybfQYPxdJkyfTqMU0iwR0J+Dn8xEuw3piy5LZqrICBQpgyZIlyJ49u+6VswYSIAGTJ0CxafJdaLkOyBGEFStWoEuXLnj79i0SJUgAl0ED0KhaFY5yWu5lYRGeHzlzFs369seDp88QI2ZMtGzdFY1bdERMsc1ieALyt8h9+0ZMnTAUPj7vkSBREnQb64JytRpwwoXhu4MtGpDAheNHMOavZnjx+IH4/Ykl8mQPRe/evflbZMA+YFMkoHUCFJta7yHa958Enj17hjZt2mDnzp3q2Jply2DuiCFInszmP8/lASRgqgT8/HzRa/wkzF4VuIY5m6OTWsuZMRPXRhmyT197eWLi6P44cmi3arZwuSr4e/ICJE+ZwpBmsC0SMCiBT37+mD+qL9aJdD6y5MmTR41mMqWJQbuBjZGASRCg2DSJbqKR/0VAjiy4urqq9SE+Pj5ImjgxpvT5G841qjFi7X/B4/cmTWDf8RNo0W8gnrx4odZvOrfujMbO7dWaKZN2TOPGy0izO7asg8v00Xj/7i3iiTyoXUbNxJ8Nm3E0U+N9R/N0IyDXZk7t0wFPH9wR68djYMCA/hg4cKD4zeH6cd3I8mwSME8CFJvm2a8W69WjR4/QqlUr7Nu3TzGQeTnnDB2MHFk52mOxF4UFOP7B5wO6jR4H1w2blLdp0mZA9z7DUahISQvw3vAu3rl9DZPGDMTVy+dV47+VKI8+UxchZRpGxjZ8b7BFQxF49fwFZg3qhgNbAmdTODo6qtHM/PmZ/9dQfcB2SMAUCVBsmmKv0eafEpCjnMuXL0evXr3w6tUrFbmzq3MTjOjSGdbxrX96Lr8kAVMmcPDUaXQYOhw37z9QbpQuVxldegyCbYpUpuyWZmz3FaJ+4dzJWL96MeTIZpLkKdBJpKEpX7shRzM100s0JKoJfP0SgA0LpsN1/CB89PVReTOHDBmMHj16cDQzqmGzPhIwQwIUm2bYqXQpkMCbN2/U1B4XFxe1w842Oab174s6f1RkACFeJGZL4Nvnz5i4aAmGzpqNT/7+iBs3Hlq264G6DZojZqxYZuu3Ph2TD7D2u2/F9CnDIddoRhNplmq07IzWfUeJYEAJ9Nk06yYBoxK4dPK4WJLSAfdvXFZ2VK9eHVOnTkWGDBmMahcbJwESMB0CFJum01e0NJIEzp49i44dO+LMmTOqhgq/F8Wswf2ROUPGSNbI00hA+wSeeDxD15FjsWnffmVsRvus6Nl3JPLkK6R94zVk4aOH9zB53ECcO31cWZU9byH0mDAHDrnyaMhKmkICUUvA2/O1CLT3N3auXqQqluJyxowZqFJFRHtnIQESIIEIEKDYjAAsHmq6BL59+4YFCxagX79+kCOescQIT9/WLdG/fRs1Jch0PaPlJPBzAjsOHkLnEaNUmhR5ZKUqddCxaz8kScpozT8j9+njRyx1nYEVS+fi29evKp1Ju0HjUaVJazE1/2dn8jsSMF0C4r9KbF02D/NG9oHP+7cq6Fjfvn3U/51x48Y1XcdoOQmQgNEIUGwaDT0bNgYBT09P9OnTB4sW/f9pbWo7TB/YH1VLl+LUWmN0CNs0CAF//08YPWc+xsxfiC9fviB+/ARo26k3qtVqxHx43/WAnDIr05hMmzgML58/U9/+2bAVpNBMYpP0u6P5kQTMh8CNC+fElNmOuHnxtHKqfPnymDlzJrJmzWo+TtITEiABgxOg2DQ4cjaoBQLHjh1Dhw4dcOXKFWVOyYIFMOHvniiQy0kL5tEGEtALgXuPHqLT8NFwP3pM1Z8+oz3ad+6LYiXLq3WIemnUhCq9duW8SGUyBpfOB95s2zvmRo/xc+BUsLAJeUFTSSBiBDwePsL80f2wb/MqdaKdnZ1al1mnTh3+LkQMJY8mARIIhwDFZjhQuMsyCHwVU+PkU9vhw4erqbXS63oieNCYnl2RKV16y4BALy2PgBi52+C+B39PmBg8tTZXnvxiau0A5MyVz/J4CI+fPH6AuTPH4+C+Hcr/hImTwrnXUNQSQYBixoxmkUzotPkTeOPljWWTh2PTYhcxVfyLmjLbrVtXDBo0CAkSMPCV+V8B9JAEDEOAYtMwnNmKhgnINZxjx45VT3I/i0ieMWLEQIcG9TGkc3vYJE2mYctpGglEnsBX/89wWb0Gw1zmwPvtW1VRyTJ/oF3nPkiXPlPkKzahM994e2HR/Glw27ACcl13bCsr1GnbHY3/6s8osybUjzQ1YgQ++fljrUjhs1KM4vv5fhAnR0PTpiI92IgRSJ+eD1ojRpNHkwAJ/BcBis3/IsTvLYbAkydPMHjwYCxevFj5bB0vngoi1LNlM5U+wmJA0FGLIvBB5I4cN28hJi1eqlKlRBfRb6qLtZwt2nZD0mTJzZKFn58vVq+Yj1VL5uLjRz/l458NW6JF7xFIIdZxs5CAORL4+vUfFV3WdexAvH71XLlYsWJFjBs3Drlz5zZHl+kTCZCABghQbGqgE2iCtgjIdZx9+/bFjh2BU+pS2thgWJdOaFOnFqLFjKktY2kNCUQRgecvX2Lw9FlYuGEjZJCcOHHiolHTdqjftA2sreNHUSvGrearCI60bfMaLJw3BXJUU5bC5aqg/aBxyJTd0bjGsXUS0BMB8eeMY+7bRCqTPnh057pqJV++fBg/fjzKli2rp1ZZLQmQAAkEEqDY5JVAAj8gcODAAfTu3RsyT6cs2TJlxNie3VG9bBlGrv0BM+42fQI3795Fn0mTsWX/IeVM4iTJ0FKMclat2UCt6TJFD6V4PnzAXazLHIfHj+4rF7LlKYj2QyYg3+8lTNEl2kwCv0Tg6plTmDP8b1w+dUQdnzFjRowaNQr169cXKXyYw+eXIPIgEiABnQhQbOqEjyebO4GAgACsW7cO/fv3x/37gTepubM5YFCHdqhdvhzEAk9zR0D/LJTA0bPn0Gv8RJy6dFkRsE2RCo2c26NqjQawihPHJKjIdZgy6M9S15m4d+emstkugz3aDhiL0tVkpE2TcINGkkCECMiRzIsnjmDp5BE4d3iPOjdZsmQq8E/79u1hJdYms5AACZCAoQhQbBqKNNsxaQIycNDcuXMxZswYPH8euNbFIWMGDGzfFo0q/4nosWKZtH80ngTCJSDuWjfu3otB02fg+t176pAkSW3QQEytrVG7iWan18rpsrvdN2O5q0vwSGYy21Ro2m0gqjq3Q6zYfEgUbn9zp0kTkCLz5H53LJ8yEldOH1W+yCnwXbv+pWbpJEqUyKT9o/EkQAKmSYBi0zT7jVYbicCnT5+waNEiFVDh0aNHyooMIqBIv7Zt0LJmDcS0im0ky9gsCeiRgBjh37R3H0bOnofz1wPXfCVIkBB1G7dCnfotkDChNm5i/f39sXPLOixf4oIXz58pICnTZkCjLv1QqUELMSLLh0J6vEpYtZEIiD9PHN3ppkYyb185p6xIkiSJEJld0aVLFyRNmtRIlrFZEiABEhArz8RaFvEsjIUESCAiBL6IkZPly5erkc47d+6oU+1sk6N3q5ZoW78Oo9dGBCaPNR0C4r+LnYePCNE5F8cvXFR2x4tnjVr1nFG/cWvIUU9jFBlRdvP6FVi9fC5ee3kqE9JkckCTrv1RoU4TxIzFtWnG6Be2qV8CMrrsAbc1WDZ1FB7euqoas7W1Rc+ePdGhQwfmytQvftZOAiTwiwQoNn8RFA8jgfAIyDVh69evVwEXZBRbWZIlSYyezZuhc5OGSBCfibHD48Z9Jk5AiM5DZ85ipMjRuffESeWMXAdWrVZjNGzaFnJ9pyGKz4f3WL92CdatXIh3b9+oJu0dc6Np94EoWaUOl1QbohPYhsEJfPn8DbvEdb9i+mh4PAyc3p4mTRo1VbZ169biYWdcg9vEBkmABEjgRwQoNn9EhvtJIAIEZCChbdu2KdF5+vRpdWbC+PHRsWF9dGxUH2ntUkegNh5KAqZD4NTFSxgt1jMHRa+NIdIDVapcG7UbNEOWrDn04sgLj6fYuGE53NYvh6/IEyqLY77CSmQWrVCZgX/0Qp2VGpvAuzfvsHOVK9aJ1D2eHk+UOfb29ipVl7OzM2LH5jIOY/cR2ycBEghLgGIzLBPuIYFIE5Cz0vfu3atE56FDgakjoomQlzXKlEYX5yYoXagg06ZEmi5P1DKBKzdvqem1a3e5B5uZO28BMcW2GUqW/kNMZdVtvaT82zp3+hg2iBGdo4f2qFygsqG8RUujaY9B+K14aYrMYPLcMCcCd69ewcaFM7BHPGDx//RRuebo6IgBAwagXr16iMn8z+bU3fSFBMyOAMWm2XUpHdIKgRMnTmDmzJlYu3Ytvn79qszKbp8JXRo3gnP1arCOb60VU2kHCUQZgbsPH2D6spVYtGkzfHz9VL02yW1RrXZjVK/ZGMlskkeoLV9fH+zatgEb1y3BoweBUwbl6GnpavVRu/VfyJFfPMBhIQEzI/D1SwAO79iIjQtmiByZh4O9q1ChAjp37ozKlSszT2YwFW6QAAlomQDFppZ7h7aZBQGZKmX+/PmYM2dOcNqUBEJothDRazs3bogsIsk2CwmYGwFfH18sdduCGStW4sa9wBy1UiSWKVdZjXbmzJVPjET+ONHlI7EWbdO6pdghosv6+fkqPDYp7FCteUdUa9IWSVNETLSaG1/6Y54EvF96YsuyuXBb7ILXrwLTbCVIkAAtWrRAx44d4eDgYJ6O0ysSIAGzJUCxabZdS8e0RkBGsN20aRNmzJiBo0cDc6BJGysW+12IzkaoUrI4GNFEa71Ge3QmIKa/7j95CjOXrcDm/QeCp79mzZYDtUXalHIVqoqUJHFUMzLg1omj+7FhzRKcOXUkuOlchUqgVusuKPFnLUaWDabCDXMhIP5EcO3sKTVV9sCWtfj29YtyLXv27GoUs2nTpowsay6dTT9IwAIJUGxaYKfTZeMTuHjxImbNmqXSp8jcnbJkTJMarWrXQtPqVZEuNQMKGb+XaEFUE3ji8QyzV63F3LXr4f32rao+YaLEKF66ImLHiq2EZlB+TClAy9duilqtuiBzTqeoNoX1kYDRCbx9/QYHNq/GdhFNOSg/ZrRo0VFdLLOQU2XLlCnz09F/oztAA0iABEjgFwhQbP4CJB5CAvoi4O3tDVdXVyU8Hz58GNxMiQL50VzccNSpVIHpU4KpcMNcCPj7f4Lrhk0YN38hHnkEThUM8i1+4iSo1fIv1G3XHYmSJArazXcSMAsCn/2/4sSebSp1ycm924NHMZMlS4Y2bdqgffv2SJ8+vVn4SidIgARIQBKg2OR1QAIaICCnD+7evRvLli3Dxo0b4e/vr6yyEqHsa5YrC+ca1fDH70URjVEHNdBbNCGyBP4RgbJ2HTuOJZvcsHnffvh//qyqihEjhphBHgOf//9Zju7kL1UBFes6o3ilmohrHTjNNrLt8jwSMCaBoGmy7mIN8v5Nq/DhXWBOWHmdV6xYAXKabM2a4jpnfkxjdhPbJgES0BMBik09gWW1JBBZAu/fi0T169dj6dKlCEqfIutKIZ58N6paGc1rVEeubCJIxE+Cq0S2bZ5HAlFOQNxpX7pxE4s3u2Hl1u14JUbzg0qpUqUg8wPWrl0bVlZW2LFjh3rgsnXrNhHBOXDdWlzr+ChVtS4qihQqeYqWFBE4g87mOwlom8DzR4/hvn4Z3NcuxrMHd4ONzZ07txKYjRo1QqpUqYL3c4MESIAEzJEAxaY59ip9MhsCcmrtihUrlPC8fft2sF9OWbOo9Cn1/6yItHZc3xkMhhuaISDXZ67Z4Y4lm7fg6p07wXbJaJpSYDZu3PiH0wVfv36NNWvWqOv+1KlTwecmt0uLCnWbolzNRsiUPQeftwST4YZWCMh1mEd2boK7CHIVMmVJypQp1TUvRzGl2GQhARIgAUshQLFpKT1NP02agExof/r0aTXqs2rVKsi1nkElr2N21ChTGjXLl4OTQ1aOeAaB4bthCYhr9PLNW9i8dx82iSmyF8VoZlCR69EaNGigRGaBAgUiFPREPmSR08vl69GjR0FVIlX6TGqKbbFKNeBUsBgDOQeT4YahCXg8fISjuzbj6M7NuHTysIi4HKBMiBMnLmrVqqmu+7JlyyIml0EYumvYHgmQgAYIUGxqoBNoAglEhMCDBw9UFFs54nnr1q3gU+X6zorFiqBm2XKoUqYkbJImC/6OGySgLwJe3q+xdd9BkdZkH9yPnghehynbk6OYcgSzSZMmyKhjPllPT0812rl8+XKEHO2U695yFy4BKTqL/VEDdhkYXEVffc16/yXg6+OHM/t3qVFMGfDH531gdGV5hJwaG/RwRY5i/iyf7L81cosESIAEzJMAxaZ59iu9shACN2/exObNm+Hm5oaTJ0+G8rrYb/lQo2wZ1ChXGvbpM4T6jh9IQBcC9x49xKY9+1WQn2PnL4SqqnDhwqhRo4ZI31Ad2bJlC/VdVH149uwZtmzZoq79/SJ3Z9D6Tll/puy5xIinEJ7ilTVXXk61jSrorAfeLz1x1N1NjWCePbwHX78EBriSaGROTHndy1f+/PnF2mIuLuYlQwIkQAKSAMUmrwMSMBMCz58/VzfgUnju3bsXX74EBliR7jlmthdTbcuIEc9SKJQzB6LHimUmXtMNQxAIENfSqavXsG3/QTFFdh9u3Lsf3GwscS2VL19eicuqVasaPODJu3fvsHPnTiU8ZYChDx8+BNtmkypN4IhnhWrIJUY/48SzCv6OGyTwXwQCxGzYBzeviVQl29U02evn5AO9f/5/WjT8LiKEy4cq8pU1q1jCwEICJEACJBCGAMVmGCTcQQKmT0DecO/atUvdgG/fvh3yhjyoWMeLh1IFfkMZMQJVunAB5HUQo08i7QQLCQQTEKl4Lty6if0nTmO/GDE/dPY8fP38gr9OlCgRqlSpom6y//jjDyRIkCD4O2NuyJRBBw8eVCP98qGLh4dHsDkxYsZCzvxFkbdYGeQrXgaO+QojtlXM4O+5QQIyRcnT+/dw7sg+nD8qX/vx3tsrGEzs2FaoUKG8Gr2U13+KFCmCv+MGCZAACZBA+AQoNsPnwr0kYDYE5AinTKEib7737NkTap2ndDJxwoQoU7AAyhQphLKFCyGbvT2DDJlN7/+iI+Iu+8a9u9gnxOWBk6ew//QZvBUpeEIWuf5SjmDKaYIlSpSAHNHUcgkQw1Lnzp1TD1zc3d3F9nlhbtCoFGAlgrc4FSqOfMXKKvGZNddvIoBLNC27RNv0QOD5k6c4L8TlhWP7cUG8e754FqoVOzs7lCtXTj1YqVChAuLHjx/qe34gARIgARL4OQGKzZ/z4bckYHYE5Hq3AwcOYP/+/eoVMsKndFbm8yxdqCDK/l98ZkybluLT3K4CIS7vP3ksRi1PC4F5CgdOncZLkW4kZEmfPj1kBM0yYvp16dKlIW+6Tbm8efNGPXSR1728/q9evRrKnXjxEyJ3kZL4rbgQn2L0M5OjE3N6hiJkHh/kusvzQlhKgXlOjF4+f/TvlHDpoY2NTfA1L6/9LFmyMMCPeXQ9vSABEjASAYpNI4FnsySgFQIyum2Q8JTvL168CGWaTdIkKCjWeebPmRMFnJzEyxEpktuGOoYftE3gpecrnL5yDWevXMVZIbJOi/WXXt5vQhktI2gGCUv5rmv02FCVa/DDy5cv1ZTboGv/7t27oayMZ50ADrnzI2ue/MiWpwCy5S4gIt1mYMChUJS0/eH92/e4deksbl08i5sXT4vXGbx69jiU0XJKeMmSJdW1L6/7HDnEmnYG9wnFiB9IgARIQBcCFJu60OO5JGBmBGQ+T5lOJegGXK5/e/3diJd02c42uRCgOZHfKfBVQNygJRWilMX4BLyFiDxzLVBYnrl8RW17vPIMY5gcwQl5ky2nyVpyioYnT54Ej/jLkc/Hj0OLEgkwQaIkcBDC00EI0Ox5CqptWzHiG42zb8NcX4beIVOR3LlyHjcvnBHi8gxuXjqDZw9CP0CQNllbW6NYsWLB4jJv3rxiyTrXrBu6v9geCZCA5RCg2LScvqanJBBhAlJ8Pnz4EGfPnlWvM2fOqHVw779bzycrzpDaTox6ihHQHDmRXUS/zZYxA+zTpGHk2whT/7UTZITYe0+f4uaDh7h+5y7OXb+GM2L08uGzf4PiBNWUUKzLlekYgl4FChSAnCZryeIyiM2P3uUIv1zzKa95ef3L91evXoU5PLGNrRj5LKhGPzNmy4G09g5Ikykr4sSNHeZY7tCdgIwQ++LpEzy9exMPxevO5XNKYD66c0NU/u+aXNlSnDhxkCdPHnXdy2teXv/yoQrFpe79wBpIgARI4FcJUGz+KikeRwIkoAjIwCtyymHQTbi8ET9//jz8QkQrDUIlb+rsxZrPbJnSwyFDRjhkyii2MyGbmI6YTI6EckgoCFX470Lse73xxs37D3FLTHe+dV+8Hj4Qnx/hnhiJ+yaixn5f4olow/ny5UPQzbW8wc6cOTOnBn4PKoKf5YOXp0Lch3zwIrflWtCwJRpSpEmHtJmzIV1mB6S3z4Y04j2d+MyR0LC0wtvj894Hj4WYfHL3lnp/fO+W2n56/zY++38Kc0pMEW04d+5coR6oODo6aj6QVRhHuIMESIAEzIwAxaaZdSjdIQFjEJCi58aNG+pGXApPORVXvr4PPhTSNhkFN5sQnw5CeDpkzIB0qVIila0tUospunYpbJHAWkR9NHcxKgTMB18feLx8hWdiqutzMXL2+PkLISwfihFLKSof4F2IvJEh+cltOTopR2qyZcsGOR1QCky5zZGb70np57MUoHLNsxSdchRU/g3I6/7+/fv4+vVruI1axY2nRj/TiRFQKUZTpk0PmxR2SJbSDjYpUyOReAhj7pe9BPPR9xNev3wOr5fP4PXCA14eT0XakdtCWIrfjXs38eZV6LXjIWGmTJlSXffy2g8auXQS68nlSCYLCZAACZCAtghQbGqrP2gNCZgVgY8fP+LOnTvqBvzmzZvBIlTekMtcoD8rccWNY2ohPqXwtEuePHhbilEpSu1sbZA0YWIkFGuwYlppa8riV//PeO/rC+/3b+HxykuJSCkmA0XlK3h4/rv98VPYUZqQXGQOyyBBKd+DXjJKZty4cUMeym2NEJDphqTgDHroEvLa9/L6N29jeObGjBUbyVKkUsLTRghQJUJTpBafA7eTi/cESWxgHT8BrOJaaUqYfv0SAF+fD/B991aISA8hJj1EKhHxLtKJvBbvgduB+30//Jv7NzwOUjjKazzoepcPUeR21qxZIYP6sJAACZAACZgGAYpN0+gnWkkCZkVAjgjJNXHyZlzeiEtB6uHhgefPn6t3mZ4lvGm5P4IQM2ZMMRJqrYSnfFfb8eV7XMSP9//P/98vRWyMGNERPVp0NQIYPXo0xBDbQREo5TThb/8EICDgHzVNNUBsf/sWACkKPwgBKUWkfPfxk+8f8d4n8HPI7340qhWe/XLaa+rUqVVqEZleRL5C3mTLURyurQyPnGnu8/b2Dhaht2/fVlNz5bUf9Hr37uciLKTX0aPHQDwhOuOKl0zdIgVo4LZ4FzMD5HeBr4SIIz7HFMfLfC7yWlcvMc09mrj25fUVEPBNvALwj3jJd/EPvop9X8R17+fzHh+liBQvP1/xEu/ys3wP+Tm86a0h7Q25HTt27FDXvIyGbC9y/EpBKYVlunTpgv8mQ57HbRIgARIgAdMiQLFpWv1Fa0nAIghIMSpHPoNuwH/0/vbtW3VcRMSdIQDGihULckRSjsAECcgfvcvjKCYN0Sum0YZ8yBL00CW8614+iJHrROXfh7+/v6ackgI26LqX4lFe80Hv31//SZMm5XWvqd6jMSRAAiSgHwIUm/rhylpJgAQMREAK08+fP6ubb3kD/l8veTMvR26+f8l1p1L0BY/6BI3+/P9djkDKG+lfeVlZWRnIezZjyQTkdN3/ut6DvvcVo/Ehr3l5vYf8LNf5yms/6D3o70Bey79yzctj5LRuPjix5CuSvpMACZBAWAIUm2GZcA8JkAAJkAAJkAAJkAAJkAAJkICOBKLreD5PJwESIAESIAESIAESIAESIAESIIEwBCg2wyDhDhIgARIgARIgARIgARIgARIgAV0JUGzqSpDnkwAJkAAJkAAJkAAJkAAJkAAJhCFAsRkGCXeQAAmQAAmQAAmQAAmQAAmQAAnoSoBiU1eCPJ8ESIAESIAESIAESIAESIAESCAMAYrNMEi4gwRIgARIgARIgARIgARIgARIQFcCFJu6EuT5JEACJEACJEACJEACJEACJEACYQhQbIZBwh0kQAIkQAIkQAIkQAIkQAIkQAK6EqDY1JUgzycBEiABEiABEiABEiABEiABEghDgGIzDBLuIAESIAESIAESIAESIAESIAES0JUAxaauBHk+CZAACZAACZAACZAACZAACZBAGAIUm2GQcAcJkAAJkAAJkAAJkAAJkAAJkICuBCg2dSXI80mABEiABEiABEiABEiABEiABMIQoNgMg4Q7SIAESIAESIAESIAESIAESIAEdCVAsakrQZ5PAiRAAiRAAiRAAiRAAiRAAiQQhgDFZhgk3EECJEACJEACJEACJEACJEACJKArAYpNXQnyfBIgARIgARIgARIgARIgARIggTAEKDbDIOEOEiABEiABEiABEiABEiABEiABXQlQbOpKkOeTAAmQAAmQAAmQAAmQAAmQAAmEIUCxGQYJd5AACZAACZAACZAACZAACZAACehKgGJTV4I8nwRIgARIgARIgARIgARIgARIIAwBis0wSLiDBEiABEiABEiABEiABEiABEhAVwIUm7oS5PkkQAIkQAIkQAIkQAIkQAIkQAJhCFBshkHCHSRAAiRAAiRAAiRAAiRAAiRAAroSoNjUlSDPJwESIAESIAESIAESIAESIAESCEOAYjMMEu4gARIgARIgARIgARIgARIgARLQlQDFpq4EeT4JkAAJkAAJkAAJkAAJkAAJkEAYAhSbYZBwBwmQAAmQAAmQAAmQAAmQAAmQgK4EKDZ1JcjzSYAESIAESIAESIAESIAESIAEwhCg2AyDhDtIgARIgARIgARIgARIgARIgAR0JUCxqStBnk8CJEACJEACJEACJEACJEACJBCGAMVmGCTcQQIkQAIkQAIkQAIkQAIkQAIkoCsBik1dCfJ8EiABEiABEiABEiABEiABEiCBMAQoNsMg4Q4SIAESIAESIAESIAESIAESIAFdCfwPAA+jl85SvKAAAAAASUVORK5CYII="
+    }
+   },
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![str%20list%20venn.png](attachment:str%20list%20venn.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Key differences between strings and lists: type flexibility, mutability"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Difference 1:  a string only holds characters, a list can hold anything"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "list3 = [\"hello\", 14, True, 5.678, [\"list\", \"inside\", \"a\", \"list\"]]\n",
+    "\n",
+    "print(list3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 4: Print the types of all items in the list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# TODO: fix the bug in this loop\n",
+    "for i in (len(list3)):\n",
+    "    print(i, list3[i])\n",
+    "print()\n",
+    "\n",
+    "# TODO: print out the last thing in list3\n",
+    "\n",
+    "# TODO: print out the word \"inside\" using double indexing\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# A list of lists!\n",
+    "game_grid = [\n",
+    "    [\".\", \".\", \".\", \".\", \".\", \"S\"],\n",
+    "    [\".\", \"S\", \"S\", \"S\", \".\", \"S\"],\n",
+    "    [\".\", \".\", \".\", \".\", \".\", \"S\"],\n",
+    "    [\".\", \".\", \".\", \".\", \".\", \".\"],\n",
+    "    [\".\", \".\", \".\", \".\", \"S\", \".\"],\n",
+    "    [\".\", \".\", \".\", \".\", \"S\", \".\"]\n",
+    "]\n",
+    "\n",
+    "for row in game_grid:\n",
+    "    for position in row:\n",
+    "        print(position, end = \"\")\n",
+    "    print()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Difference 2: a string is immutable, but a list is mutable\n",
+    "\n",
+    "Check with Python Tutor [here](https://pythontutor.com/render.html#code=name%20%3D%20%22Miles%22%0Aname%20%3D%20%22Andrew%22%0Aname%5B-1%5D%20%3D%20%22a%22&cumulative=false&curInstr=0&heapPrimitives=nevernest&mode=display&origin=opt-frontend.js&py=3&rawInputLstJSON=%5B%5D&textReferences=false)..."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "name = \"Miles\"\n",
+    "# Question: which of the following two lines will cause Runtime error? \n",
+    "name = \"Andrew\"  \n",
+    "name[-1] = \"a\" \n",
+    "print(name)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Mutate a list using indexing and double indexing,"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "list3 = [\"hello\", 14, True, 5.678, [\"list\", \"inside\", \"a\", \"list\"]]\n",
+    "\n",
+    "# change 14 to your favorite number\n",
+    "\n",
+    "\n",
+    "# change \"a\" to \"another\"\n",
+    "\n",
+    "print(list3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Mutate a list using methods such as `append`, `extend`, `pop`, and `sort`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "new_groc_list = ['peanut butter', 'bread', 'jelly']\n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `append` adds onto to the end"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "new_groc_list.append(\"nutella\") \n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `extend` adds the elements of a list, one at a time, to the end of another list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "new_groc_list.extend(['cheese', 'pickle'])\n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `pop` removes by index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# TODO: pop 'bread'\n",
+    "new_groc_list.pop(...)\n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### the default value of `pop` is `-1`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "new_groc_list.pop()\n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `remove` removes by matching value"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# TODO: remove 'nutella'\n",
+    "new_groc_list.remove(...)\n",
+    "print(new_groc_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `sort` mutates a list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "nums = [45, 13, 87, 23, 97, 44, 50, 7]\n",
+    "nums.sort() # sort by natural ordering\n",
+    "\n",
+    "print(nums) \n",
+    "print(len(nums), len(nums) // 2)  # print the length of nums"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 5: Find the median of a list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if len(nums) % 2 == 0:\n",
+    "    print((nums[len(nums) // 2 - 1] + nums[len(nums) // 2]) / 2)\n",
+    "else:\n",
+    "    pass # TODO: just get the middle number"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `split` turns a string into a list based on a string to split off of\n",
+    "\n",
+    "More: https://www.w3schools.com/python/ref_string_split.asp"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "groceries_input = input(\"Enter your grocery list: \")\n",
+    "groceries = groceries_input.split(\",\") \n",
+    "print(groceries)\n",
+    "if not 'nutella' in groceries:\n",
+    "    print('Don\\'t forget the nutella!')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### `join` turns a list into a single string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(grocery_list)\n",
+    "print(\" \".join(grocery_list))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 6: Write a program that manages a grocery list!\n",
+    "\n",
+    "**User choices:**\n",
+    "* `'A'`: Add an item. Ask the user to add an item to their list.\n",
+    "* `'D'`: Delete an item. Ask the user what to remove from their list.\n",
+    "* `'P'`: Print the grocery list.\n",
+    "* `'Q'`: Quit."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "my_groceries = []\n",
+    "\n",
+    "while True:\n",
+    "    choice = input(\"What do you want to do? (A, D, P, Q): \")\n",
+    "    \n",
+    "    # TODO: There's a bug... Fix this.\n",
+    "    choice.upper()\n",
+    "    if choice == 'A':\n",
+    "        # TODO: Prompt the user to enter in a food and add it to the list.\n",
+    "        pass\n",
+    "    elif choice == 'D':\n",
+    "        # TODO: Prompt the user to enter in a food and remove it to the list.\n",
+    "        pass\n",
+    "    elif choice == 'P':\n",
+    "        # TODO: Print the user's list.\n",
+    "        pass\n",
+    "    elif choice == 'Q':\n",
+    "        # TODO: Quit the program\n",
+    "        pass\n",
+    "    else:\n",
+    "        print('I don\\'t understand. Please try again!')\n",
+    "        \n",
+    "print('Thanks for shopping!')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 7: Complete the profanity filter"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def profanity_filter(sentence, bad_words):\n",
+    "    ''' replaces all instances of any word in bad_words with a\n",
+    "    word with the first letter and then *s of the same length'''\n",
+    "    pass\n",
+    "\n",
+    "bad_word_list = [\"darn\", \"heck\", \"crud\", \"exam\"]\n",
+    "print(profanity_filter(\"I unplugged that darn Alexa\", bad_word_list))\n",
+    "# print(profanity_filter(\"What the heck was my boss thinking?\", bad_word_list))\n",
+    "# print(profanity_filter(\"He is full of crud?\", bad_word_list))"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/14_Lists/Lecture Code/cs220_survey_data.csv b/s24/AmFam_Ashwin/14_Lists/Lecture Code/cs220_survey_data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8836129b3900c2dbe45bf5d7dba388142da78af3
--- /dev/null
+++ b/s24/AmFam_Ashwin/14_Lists/Lecture Code/cs220_survey_data.csv	
@@ -0,0 +1,1261 @@
+section,Lecture,Age,Primary major,Other Primary Major,Other majors,Zip Code,Latitude,Longitude,Pizza topping,Cats or dogs,Runner,Sleep habit,Procrastinator,Song
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Other (please provide details below).,Atmospheric and Oceanic Science,,53703,44.256,-88.409,basil/spinach,cat,No,early bird,Yes,Kanye
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53711,51.5072,-0.1257,Other,dog,No,night owl,Yes,Eyes Closed by Ed Sheeran 
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,,Computer Science,,,53703,37.7749,-122.4194,pineapple,dog,Yes,night owl,Yes,Eight - IU
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Engineering: Other,Engineering Undecided,,53706,44.9241,-93.3474,pineapple,dog,Yes,no preference,No,"Feathered Indians, Tyler Childers"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,,Data Science,,,53715,40.7128,-74.006,sausage,dog,Yes,early bird,Yes,Post malone -overdrive
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Biomedical,,No secondary majors ,53715,51.5072,0.1276,pepperoni,dog,Yes,night owl,Yes,No Role Modelz  - J. Cole 
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,17,Mathematics/AMEP,,Computer Science,53706,19.076,72.8777,pepperoni,dog,Yes,early bird,Maybe,Do Not Disturb - Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,,Engineering: Mechanical,,,53706,37.5683,157.3409,none (just cheese),cat,Yes,night owl,Yes,
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics ,,53706,44.5133,88.0133,sausage,cat,No,night owl,Yes,"Pyro 
+
+ 
+
+Kings of Leon"
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Other (please provide details below).,Global Health,,53706,40.7128,-74.006,none (just cheese),dog,Yes,no preference,Maybe,everywhere by fleetwood mac
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Business: Information Systems,,,54601,25.7617,-80.1918,mushroom,cat,No,night owl,Yes,bando playboy carti
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Mechanical,,,53703,43.0658,-87.9671,none (just cheese),dog,No,early bird,Yes,Today was a good day by Ice Cube
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Statistics,,data science,53703,43.0766,-89.3972,pineapple,dog,Yes,night owl,Yes,Nikes on my feet - Mac Miller
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Data Science,,,53558,45.0854,93.0081,pepperoni,dog,Yes,no preference,Yes,Last Night - Morgan Waller
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Business: Finance,,,53706,28.3852,-81.5639,pepperoni,dog,Yes,night owl,Yes,Paradise  -- Coldplay
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,17,Science: Biology/Life,,Data Science,53706,32.0809,-81.0912,sausage,cat,Yes,no preference,Yes,Cupid de Locke - the Smashing Pumpkins
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Data Science,,,53716,77.82,86.48,pepperoni,dog,No,early bird,Yes,"Violent crimes 
+
+Kanye west"
+COMP SCI 319:LEC002,LEC002,28,Engineering: Other,,,53703,24.8801,102.8329,pepperoni,neither,Yes,night owl,Yes,No，I hardly listen to music.
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Other (please provide details below).,Atmospheric and Oceanic Sciences ,Journalism ,53706,48.8566,2.3522,Other,dog,No,night owl,Maybe,"Dancing Queen 
+
+By Abba "
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Business: Finance,N/A,N/A,53703,25.7,-80.2,pepperoni,dog,No,no preference,Yes,All Me by Drake
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,,Computer Science,,,53704,0,0,sausage,cat,No,night owl,Maybe,WYS - Snowman
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Science: Other,,,53703,43.0833,-89.3725,basil/spinach,dog,Yes,early bird,Yes,Fly Love by Jamie Foxx
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,,Engineering: Mechanical,,,53706,33.3062,111.8413,mushroom,cat,No,night owl,Yes,Nerves by DPR Ian
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,,Computer Science,,,53726,35.6528,139.8395,mushroom,dog,No,night owl,No,Us by milet
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Data Science,,"Comp sci, certificate in economic analytics",53715,39.7392,-104.9903,pineapple,dog,Yes,night owl,Yes,Everlong - Foo Fighters
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,BS Art,,53593,37.5665,126.978,pepperoni,cat,No,night owl,Yes,Mariah Carey - All I Want for Christmas Is You
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Mechanical,,,53715,43.07,-89.4,pineapple,dog,No,night owl,Yes,Vienna by Billy Joel
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Other,,,53175,42.8646,-88.3332,pepperoni,dog,Yes,night owl,Yes,Temperature by Sean Paul
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,18,Computer Science,,Mathematics,53706,47.6081,-122.0117,pepperoni,cat,No,night owl,Yes,"Fly High!!, Burnout Syndrome "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,,Engineering: Mechanical,,,53703,34,5,sausage,dog,No,night owl,Yes,say so - doja cat
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,21,Business: Information Systems,,,53715,47,86,pepperoni,dog,Yes,no preference,Yes,7 Years - Lukas Graham
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,,Business: Information Systems,information science,,53715,29.4393,106.4556,sausage,dog,Yes,early bird,No,love story
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,20,Business: Other,,Sociology,53703,43.07,-89.4,sausage,neither,Yes,night owl,Maybe,Cudi Zone- Kid Cudi
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Data Science,,,53706,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Peppas - Farruko
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,38258,46.3131,-91.4905,sausage,dog,Yes,night owl,Yes,No Remorse Metalica
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,20,Data Science,,,53703,3.2028,73.2207,pepperoni,dog,Yes,night owl,Yes,"Rich Men North of Richmond
+
+Oliver Anthony"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,21,Engineering: Mechanical,,,53715,44.9778,-93.265,pepperoni,dog,Yes,no preference,Yes,"Never Gonna Give You Up -Rick Astley
+
+ 
+
+ "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,,1134,40.4111,-105.6413,pepperoni,dog,No,night owl,Yes,Out of Touch by Daryl Hall and John Oats
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Computer Science,,Public Health and Policy,53706,37.5,126.9,basil/spinach,cat,No,night owl,No,No One Else Like You(Adam Levine)
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Data Science,,,53703,41.9028,12.4964,pepperoni,dog,No,night owl,Yes,Pursuit of Happiness by Kid Cudi
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,,Engineering: Mechanical,,,53703,12.957,77.401,macaroni/pasta,dog,Yes,night owl,Yes,Out of Touch by Hall and Oates
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,44.5133,-88.0133,pepperoni,dog,No,night owl,Yes,Where the Boat Leaves From By Zac Brown Band
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Other,bme,,53715,42.3601,71.0589,pepperoni,dog,No,no preference,Maybe,noah kahan - mess
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Engineering: Mechanical,,,53703,39.0476,-77.132,pepperoni,dog,Yes,night owl,Yes,
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,,Other (please provide details below).,"Econ with math emphasis (photography certificate)
+
+ ",,53703,-41.2865,174.7762,pineapple,neither,Yes,no preference,Maybe,None. 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,,53715,43.0731,-89.4012,pepperoni,dog,No,night owl,No,
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53715,40.7128,-74.006,pepperoni,dog,No,night owl,Maybe,Sultans of Swing - Dire Straits
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53726,45.3733,84.9553,macaroni/pasta,dog,Yes,night owl,Yes,kimdracula - deftones
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,21,Other (please provide details below).,My primary major is Economics.,I'm planning to get data science certificate.,53715,37.5665,126.978,sausage,dog,Yes,night owl,Maybe,Dandelions - Ruth B.
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53726,40.7,-74,pepperoni,dog,No,no preference,Maybe,I don't really have a favorite song.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Other (please provide details below).,Consumer behavior and marketplace studies.,,53715,44.9778,-93.265,pineapple,cat,Yes,early bird,Maybe,Love Story - Taylor Swift
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,,Data Science,,,53706,41.8781,87.6298,pepperoni,cat,No,night owl,Yes,Bright Size Life by Pat Metheny
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,18,Data Science,,I am considering majoring in Genetics as well,53706,45.6378,-89.4113,Other,dog,No,night owl,Yes,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Biomedical,,,53726,43.0731,-89.4012,sausage,dog,Yes,early bird,Yes,Young Girls - Bruno Mars
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,,Engineering: Mechanical,,,53711,,,pepperoni,cat,Yes,no preference,Maybe,"""Wont Back Down""
+
+-Tom Petty"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Other (please provide details below).,Genetics,Data science,53706,42.0262,-88.0697,pineapple,dog,No,night owl,Yes,Merrry-Go-Round of life by joe Hisaishi
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,,53715,37.5665,126.978,basil/spinach,dog,No,no preference,No,"""a lot"" by 21 savage"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,21,Computer Science,,,53705,31.2244,121.4692,pepperoni,cat,No,night owl,Yes,ハゼ馳せる果てるまで  by ずっと真夜中でいいのに
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Engineering: Biomedical,,i’m considering a double major in economics or political science ,53703,48.8566,2.3522,basil/spinach,cat,No,no preference,Yes,alien superstar by beyoncé 
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,23,Mathematics/AMEP,N/A,Certificate in Data Science,53703,19.4326,-99.1332,pepperoni,dog,Yes,early bird,Maybe,Runaway by Kanye West (Fyi: it’s a 10 min song)
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Data Science,,,53706,47.6062,-122.3321,pineapple,cat,No,night owl,Yes,you belong with me by taylor swift
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,Engineering: Industrial,,,53706,38.752,48.8466,pepperoni,cat,No,early bird,Maybe,Kerosene -Crystal Castles
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,Economics and Psychology ,Possibly a Data science minor ,53703,40.4406,-79.9959,sausage,dog,No,early bird,Maybe,Wonderwall - Oasis
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Mathematics/AMEP,,Mathematics and Economics,53703,86.9212,40.4237,mushroom,cat,No,early bird,Maybe,Christmas List by Anson Seabra
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53708,42.3611,-71.0571,Other,dog,No,night owl,Yes,Sultans of Swing by Dire Straits
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,20,Science: Chemistry,,None,53715,37.5683,126.9978,sausage,dog,No,night owl,Yes,Under the bridge - Red Hot Chili Peppers
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics,Data science. ,53703,36.6769,117.1201,sausage,dog,No,night owl,Yes,Heat waves by Glass Animals
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53715,43.0731,-89.4012,pepperoni,dog,No,night owl,Yes,Hey ya- outkast
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,20,Engineering: Mechanical,,,53704,44.5133,-88.0133,pepperoni,cat,No,early bird,Yes,The adults are talking-The strokes
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,Statistics,53706,24.5551,-81.78,pepperoni,neither,Yes,no preference,No,Circles- bangers only & fawlin
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Mechanical,,,53715,45.4408,12.3155,pepperoni,dog,Yes,night owl,Yes,"Upside Down, Jack Johnson"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,21,Data Science,,Secondary major: Computer Science,53711,35.6528,139.8395,sausage,cat,Yes,night owl,Yes,Mayonaka no Door / Stay With Me
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economics ,maybe data science,53703,25.2048,55.2708,mushroom,cat,Yes,night owl,Maybe,"Dancing with A Stranger 
+
+Sam Smith and Normani
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,,Other (please provide details below).,Pre-business.,Want to do Computer Science as my secondary major.,53718,39.9042,116.4074,pepperoni,cat,Yes,night owl,Maybe,Lose Yourself - Eminem
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,,Science: Other,Zoology ,Conservation Biology ,53706,43.0731,-89.4012,none (just cheese),cat,No,night owl,Yes,The Fall- Lovejoy 
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Economics,"French, International Studies",53715,43,89.4,sausage,dog,Yes,night owl,Yes,"Tiny Dancer, Elton John"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,22,Data Science,,,53715,37.5665,126.978,pepperoni,dog,Yes,night owl,Yes,My favorite song is Hate you by Yerin Baek.
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,53715,47.6062,-122.3321,pepperoni,dog,No,night owl,Maybe,"it changes often, through many genres, but currently,
+
+Aaron Hibell - destroyer of worlds (oppenheimer trance edit)
+
+ "
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC001,21,Other (please provide details below).,Economics ,Data Science,53703,0.8035,90.0425,pineapple,dog,No,night owl,Yes,Lifestyles of the Rich and Famous by Good Charlotte
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Engineering: Other,Computer Engineering,NA,53715,39.795,-74.7773,pepperoni,dog,Yes,night owl,Yes,NA
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Business: Finance,,,53706,45.4647,9.1885,sausage,dog,Yes,early bird,Maybe,Drake-Passionfruit
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,I'm a Computer Science Major.  ,I'm a Data science Major.,53706,42.2475,-84.4089,Other,dog,No,no preference,Maybe,Just like me by A boogie wit da hoodie.
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,,Engineering: Mechanical,,,53706,40.7128,-74.006,pepperoni,cat,No,night owl,Yes,Love Lost - Mac Miller
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Other (please provide details below).,,"Data Science, Mathematics",53706,39.4822,-106.0462,pepperoni,dog,Yes,early bird,Yes,"Keep Your Head Up 
+
+by Andy Grammar"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Other (please provide details below).,Economics,,53073,60.3913,5.3221,pepperoni,cat,No,night owl,No,Iron Lung - King Gizzard and the Lizard Wizard
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Other (please provide details below).,Econ Major ,,53703,43.0731,-89.4012,sausage,dog,No,night owl,Yes,Follow God by Kayne West
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,20,Engineering: Mechanical,,,53076,43.7696,11.2558,Other,dog,No,no preference,Maybe,The Difference -Flume
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Information Science.,Economics.,53703,43.0731,-89.4012,Other,cat,Yes,night owl,Yes,GEEKED N BLESSED by LUCKI
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Other (please provide details below).,Journalism,,53715,41.3874,2.1686,none (just cheese),cat,Yes,night owl,Yes,revival zach bryan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Other (please provide details below).,Economics and certificate in Data Science ,,53703,23.2494,106.4111,pineapple,dog,No,night owl,Maybe,Sketzo by Travis Scott and Young Thug
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Business: Finance,Finance,data science,53705,200,116,mushroom,cat,Yes,night owl,Yes,Who am I- why don't we
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Mathematics/AMEP,,,53706,43.0731,-89.4012,sausage,dog,Yes,night owl,Yes,Runaway- Kanye 
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,21,Business: Other,Pass,Pass,53705,40.7128,-74.006,green pepper,cat,Yes,night owl,Yes,"""Steal the show"", by Lauv
+
+ "
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Computer Science,,,53706,25.7617,-80.1918,sausage,dog,No,no preference,Maybe,Bank Account - 21 Savage
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53703,-23.5505,-46.6333,Other,cat,Yes,night owl,Yes,"Violent Crimes - Kanye West 
+
+ps: Not a fan at all of him as a person, but huge fan of his work."
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,Computer Science,53706,50,21,sausage,cat,Yes,night owl,Maybe,Symphony No. 9 by Ludwig van Beethoven
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,42.7261,-87.7895,pepperoni,dog,No,no preference,Yes,Margaritaville by Jimmy Buffett
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Engineering: Biomedical,,,53706,26.1242,-80.1436,basil/spinach,cat,No,no preference,Yes,"Wash it all away, Five Finger Death Punch"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Data Science,,,53703,42.1281,-88.0937,pineapple,dog,No,night owl,Yes,Thunderstruck AC/DC
+COMP SCI 319:LEC004,LEC004,23,Other (please provide details below).,Economics,No,53703,30.5728,104.0668,pineapple,cat,No,early bird,Yes,蓝雨 -- Jacky Cheung
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53711,31.5879,120.2127,pineapple,neither,No,night owl,Maybe,"Samudrartha and Wildfire by HOYO-MiX
+
+Watchtower of the East by Quadimension "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Engineering: Mechanical,,,53706,35.2401,24.8093,pepperoni,cat,Yes,night owl,No,The Seventh Sense by NCT U
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,21,Engineering: Biomedical,,,53703,43.0128,-88.2351,sausage,dog,No,night owl,Yes,Hannah Montana by the Migos
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Business: Finance,,,53703,41.3874,2.1686,pepperoni,dog,Yes,night owl,Yes,Your love - Sosa UK
+COMP SCI 319:LEC001,LEC001,29,Science: Physics,,,53715,40.7128,-74.006,sausage,dog,Yes,no preference,Yes,"Beat it, Michael Jackson"
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Engineering: Other,,,53706,43.6532,-79.3832,pepperoni,dog,No,night owl,Maybe,Killer Queen - Queen
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Data Science,,Computer Science,53706,41.8781,87.6298,pineapple,dog,No,night owl,No,Shampoo Bottles - Peach Pit
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,21,Mathematics/AMEP,,,53706,30.5928,114.305,none (just cheese),cat,No,night owl,Yes,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,Communication Arts,53706,52.7107,-8.879,Other,dog,No,night owl,Yes,Boomerang by Summer Set
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Atmospheric and Oceanic Science,,53703,64,21,green pepper,dog,No,no preference,No,
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Statistics,,Still deciding between math or data science,53703,,,pepperoni,cat,No,no preference,No,Mandy by Barry Manilow
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economics,,53726,22.5431,114.0579,mushroom,dog,No,early bird,Maybe,Forever Young; Blackpink
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC002,20,Engineering: Mechanical,,,53706,41.8781,87.6298,pineapple,dog,Yes,early bird,Maybe,"""Peg"" - Steely Dan
+
+ "
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Other (please provide details below).,Data Science ,Economics,53703,12.9,77.5,sausage,neither,Yes,night owl,Maybe,Metallica - Enter Sandman
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Engineering: Industrial,,,73506,8.538,-80.7821,none (just cheese),dog,No,no preference,Maybe,"Como has estau? -Mora
+
+Quevedo - Quevedo
+
+Yankee- quevedo"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Engineering: Industrial,,Data Science,53719,55.7558,37.6173,pineapple,cat,No,night owl,Yes,Cate's Brother by Maisie Peters
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53715,47.9031,-91.8565,pineapple,cat,Yes,night owl,Yes,Kiss Me - Sixpence None The Richer
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Engineering: Mechanical,Mechanical Engineering,,53706,19.076,72.8777,none (just cheese),dog,No,no preference,Maybe,This Side of Paradise - Coyote Theory 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,21,Business: Other,Econ,,53703,41,-73.6,Other,dog,Yes,night owl,Yes,Sunflower seeds by bryce vine 
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,25,Other (please provide details below).,Economics,,53703,35,129,Other,dog,No,night owl,Maybe,Not today - bts
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Business: Actuarial,,Math,53703,22.5431,114.0579,sausage,dog,No,night owl,Maybe,"All We Know
+
+The Chainsmokers"
+COMP SCI 319:LEC001,LEC001,26,Business: Other,MBA specializing in tech strategy and product management ,,53558,41.0082,28.9784,basil/spinach,cat,No,night owl,Yes,"Tears in the Rain, The Weeknd "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Mathematics/AMEP,,,53703,40.6541,109.8201,sausage,cat,No,night owl,Yes,Yellow - Coldplay
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Statistics,,,53706,35.0568,118.3406,Other,cat,No,night owl,Yes,"Common Jasmin Orange by Jay Chou
+
+it's a Chinese song, so you probably can't understand the lyrics"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Biomedical,,,53703,46.7828,-92.1055,sausage,cat,Yes,night owl,Yes,I'm Just Ken by Ryan Gosling
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Business: Finance,N/A,Comp Sci ,53703,43.0731,-89.4012,pineapple,dog,Yes,no preference,No,Don't go breaking my heart - Elton John 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Industrial,,,53719,43.0731,-89.4012,pepperoni,cat,Yes,night owl,Yes,Pride by Kendrick Lamar
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,21,Computer Science,,,53715,31.2304,121.4737,green pepper,cat,No,night owl,Yes,Talking to the Moon--Bruno Mars
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,23,Other (please provide details below).,consumer science,i don't have,53703,31.2304,121.4737,mushroom,neither,Yes,early bird,Yes,hero Mariah Carey
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Business: Other,,,53706,13.7563,100.5018,pepperoni,dog,No,night owl,Maybe,Die for you by the Weeknd
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,,Engineering: Biomedical,,,53706,37.5665,126.978,pepperoni,cat,Yes,night owl,Yes,You give love a bad name - Bon Jovi
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,21,Business: Finance,,RMI,53703,48.8566,2.3522,pepperoni,cat,No,no preference,Yes,Get out off town - Anita O'day
+COMP SCI 319:LEC002,LEC002,,Science: Other,,,53703,49,-123,pepperoni,neither,No,night owl,Yes,Whatever :)
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Computer Science,,,537061127,36.1627,-86.7816,sausage,dog,No,no preference,Yes,Runnin' With the Devil - EVH
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Other (please provide details below).,Economics,Math,53703,43.0969,-89.5115,pepperoni,dog,No,early bird,Yes,Homemade - Jake Owen
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Mathematics/AMEP,,,1000,48.8566,2.3522,pepperoni,neither,No,no preference,Maybe,"Imagine Dragons, Radioactive."
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Business: Other,,,53715,44.2134,-88.5018,pepperoni,dog,No,no preference,Yes,3005 - Childish Gambino
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Mechanical,,,53216,20.8854,-156.6653,pepperoni,neither,No,no preference,No,
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Business: Information Systems,,,53715,40.71,-74,pineapple,cat,No,night owl,Yes,Japanese Denim by Daniel Caesar
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Engineering: Mechanical,,,53715,14.5995,120.9842,pepperoni,dog,Yes,night owl,No,Cherry Wine- Grent Perez
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Computer Science,,,53706,85.8398,10.2985,mushroom,dog,No,night owl,Maybe,"""Streems"" by The Symposium"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,20,Statistics,"I'm double majoring in mathematics and statistics; I hope to do research in some sort of applied probability theory after graduating (e.g. econometrics, mathematical biology, etc.)",n/a,53726,,,pepperoni,cat,Yes,early bird,No,"How Much a Dollar Cost, by Kendrick Lamar"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,business,53715,27.4967,-82.6948,pepperoni,dog,No,early bird,No,Jimmy Cooks - Drake
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,20,Data Science,I am doing eco and plan to get a ds certificate,no,53703,39.9042,116.4074,Other,neither,No,early bird,No,''Capital''by Lo Ta-you
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Engineering: Mechanical,,,53726,41.8781,-87.6298,sausage,cat,Yes,night owl,Maybe,Shiva - Spillage Village & JID
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,35.9594,-83.9196,pepperoni,dog,Yes,early bird,No,Talkin' Tennessee by Morgan Wallen
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53706,44.5667,-92.5343,pepperoni,dog,No,night owl,Yes,street dreams by nas
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,20,Business: Other,,,53703,37.7749,-122.4194,mushroom,dog,No,night owl,Yes,"Take it Easy - The Eagles
+
+Otherside - Red Hot Chili Peppers"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Other (please provide details below).,Global Health,N/A,53706,42.3601,71.0589,basil/spinach,dog,Yes,night owl,Maybe,Somewhere Only We Know by Keane
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Economics,,53703,42.3314,-83.0458,sausage,dog,Yes,no preference,No,"Life Goes On - Lil Baby, Lil Uzi Vert, Gunna"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,"Biomechanics focus, Dance Certificate",53715,36.1627,-86.7816,pepperoni,dog,No,night owl,Maybe,"No specific songs but I love Elton John, Queen, Noah Kahan"
+COMP SCI 319:LEC003,LEC003,22,Science: Biology/Life,,,53703,43.07,-89.38,mushroom,dog,No,early bird,No,Swimming Horses by Siouxsie and the Banshees
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,22,Statistics,,,53706,22.5431,114.0579,sausage,dog,Yes,no preference,Maybe,I Want My Tears Back--Nightwish
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,,Data Science,,Physics,53706,27.7172,85.3239,sausage,dog,Yes,early bird,No,Hall of fame
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Data Science,,Economics,53706,48.8647,2.349,pepperoni,dog,Yes,night owl,Yes,Let It Happen - Tame Impala
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Business: Finance,,Data Science,53706,41.8781,-87.6298,basil/spinach,cat,No,night owl,Yes,LOYALTY FT. RIHANNA - KENDRICK LAMAR
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,,Other (please provide details below).,,,53706,41.9028,12.4964,Other,neither,No,no preference,Yes,Danza Kuduro - Don Omar
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Statistics,,,53706,47.3769,8.5417,mushroom,dog,No,no preference,Maybe,Blue Jay Way by the Beatles
+COMP SCI 319:LEC002,LEC002,22,Business: Finance,,,53715,35,36,sausage,dog,No,early bird,Yes,TALLY BLACKPINK
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Mathematics/AMEP,,Data Sciene,53706,43.0707,-89.4142,sausage,dog,Yes,night owl,No,Build me up Buttercup- The foundations
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,23,Mathematics/AMEP,,,53703,34.34,108.93,mushroom,cat,Yes,early bird,Yes,The name is Super Gremlin. Artist is Kodak Black. 
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,18,Science: Other,,,537061127,3.139,101.6869,sausage,dog,Yes,no preference,Yes,Edge of Desire - John Mayer
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Data Science,,,53562,44.5004,-88.0613,pepperoni,dog,Yes,no preference,Maybe,
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Business: Finance,,,53703,41.8842,-87.6324,sausage,dog,No,early bird,Maybe,"Stayin Alive, Drake and DJ Khalid"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,53706,56.4907,-4.2026,mushroom,dog,No,early bird,Maybe,Maroon by Taylor swift 
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,was provided,German (maybe),53726,48.1351,11.582,pepperoni,dog,No,night owl,Yes,You Proof - Morgan Wallen
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,41.8781,-87.6298,pepperoni,dog,No,night owl,Maybe,Springsteen - Eric Church
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,36.3932,25.4615,basil/spinach,dog,No,night owl,Yes,Mercy Now by Mary Gauthier
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC001,21,Business: Information Systems,,Data science ,53715,30.2667,-97.7333,pepperoni,dog,Yes,early bird,Yes,Hey driver Zach Bryan 
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC004,21,Business: Other,,,53703,41.3851,2.1734,pepperoni,dog,Yes,night owl,Yes,I remember by Zach Bryan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Engineering: Mechanical,,,53715,44.0999,9.7382,pineapple,dog,No,no preference,No,Bury Me in Georgia by Kane Brown
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Business: Finance,Finance,,53726,35.6895,139.6917,sausage,cat,No,night owl,Yes,Mona Lisas and mad hatters by elton john
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53706,38,-77,Other,dog,No,night owl,Yes,dont stop believing 
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53703,40.78,-73.97,none (just cheese),dog,No,night owl,Yes,"Replay by Iyaz
+
+ "
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,20,Computer Science,,,53715,43.0731,-89.4012,sausage,neither,No,no preference,Yes,Cream Soda - EXO
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC001,18,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,dog,Yes,night owl,Yes,Beast of Burden - The Rolling Stones
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Data Science,,,53715,40.7128,-74.006,pepperoni,cat,Yes,early bird,Maybe,Upside down- Jack Johnson
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Statistics,,computer science ,53706,40.7128,-74.006,pineapple,dog,Yes,early bird,No,The greatest show man
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Industrial,,,53715,41.8781,87.6298,sausage,cat,Yes,night owl,Yes,Ghost Town-Kanye West
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,41.8781,-87.6298,sausage,dog,No,night owl,Maybe,Money by Pink Floyd 
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,,Business: Information Systems,,,53703,36.107,-112.113,pepperoni,cat,Yes,night owl,Maybe,"Blinding lights, the weeknd"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Engineering: Mechanical,,,53703,44.9591,-89.6343,green pepper,dog,Yes,night owl,Yes,any wheeler walker junior song
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Engineering: Industrial," 
+
+ ",,53711,43.0731,89.4012,pepperoni,cat,Yes,early bird,No,I will wait by mumford and sons
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,finance,53706,41.8781,87.6298,sausage,dog,No,night owl,Yes,"La Cancion, Bad Bunny and J Balvin"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,My primary major is Economics ,Informations Systems,53703,33.8812,-118.4072,sausage,dog,No,night owl,Yes,Lakeshore Drive Aloitta Haynes Jeramiah
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,20,Other (please provide details below).,Economics,,53703,41.88,-87.63,mushroom,cat,Yes,night owl,Yes,"Everything She Aint, Hailey Whitters"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,23,Other (please provide details below).,Econ,no,53703,43.0731,-89.4012,mushroom,dog,No,night owl,Maybe,In the night gardeen
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Computer Science,,math,53715,,,mushroom,dog,No,night owl,Maybe,bones
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Mathematics/AMEP,\,"Economics major, Data Science certificate",53703,39.8954,116.3946,none (just cheese),cat,Yes,no preference,Maybe,no preference
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Engineering: Biomedical,,,53715,48.8566,2.3522,sausage,neither,No,night owl,Yes,ETA - New Jeans
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,economics ,"Data science 
+
+ ",53703,33.6188,-117.8566,pepperoni,dog,No,night owl,Maybe,"Heartache on the dance floor - jon pardi 
+
+ 
+
+ "
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Data Science,,,53703,39.9042,116.4074,mushroom,dog,No,night owl,Yes,Gone-Nelly/Kelly
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Data Science,,Statistics,53715,35.414,-79.0933,Other,dog,Yes,night owl,Yes,Revival - Zach bryan
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,21,Engineering: Other,Material Science and Engineering,.,53703,51.2094,3.2252,pineapple,dog,No,early bird,No,Aria Math
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Computer Science,,,53703,40.95,-73.73,none (just cheese),neither,Yes,early bird,Maybe,Closer - Chainsmokers
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,12.9716,77.5946,none (just cheese),dog,Yes,night owl,Yes,Any Coldplay song works!
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Data Science,,Economics,53066,43.1144,-88.5072,pepperoni,dog,No,night owl,Maybe,God tier-Baby Tron
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53073,52.3702,4.8952,pepperoni,dog,No,night owl,Yes,Vienna: Billy Joel
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,24,Other (please provide details below).,Neurobiology,Psychology,53703,60.3913,5.3221,Other,dog,Yes,early bird,Yes,"Title: Ôba, Lá Vem Ela
+
+Artist: Jorge Ben"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,21,Data Science,,,53703,43.0731,-89.4012,mushroom,neither,No,early bird,No,"《To have，or not to have》
+
+Lin Sheng Hsiang"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53706,42.64,-71.1291,pepperoni,dog,No,early bird,Yes,505 - arctic monkeys
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Computer Science,,,53715,41.8781,-87.6298,mushroom,dog,Yes,night owl,Yes,Sicko Mode by Travis Scott and Drake
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Computer Science,,,53706,25.033,121.5654,mushroom,neither,Yes,night owl,Yes,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Business: Other,marketing,economics,53706,40,116,pineapple,dog,No,night owl,Yes,Save Your Tears (Remix)--Ariana Grande& The Weekend
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Computer Science,,Biochemistry,53706,10.8231,106.6297,none (just cheese),dog,Yes,early bird,Maybe,"""Dress""
+
+Taylor Swift"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,17,Data Science,,Economics,53706,31.2304,121.4737,pepperoni,dog,No,night owl,Maybe,Shed a light
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,21,Data Science,Econ,,53703,34.6937,135.5022,pineapple,dog,No,night owl,Maybe,Moon by Kanye west
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Computer Science,N/A,Certificate - Data Science,53703,-33.9235,151.1399,Other,dog,Yes,night owl,Yes,5SOS - Teeth
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Computer Science,,,53726,39.9042,116.4074,sausage,cat,No,night owl,Maybe,Planet of the bass
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,23,Business: Finance,,Data Science Certificate (reason I am taking the course),53705,39.6403,-106.3709,pineapple,cat,Yes,no preference,Yes,"professional Griefers; Deadmau5, Gerard Way"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Business: Information Systems,,International Business,53703,38.6992,-75.0968,basil/spinach,dog,Yes,early bird,No,"Revival, Zach Bryan
+
+ "
+COMP SCI 319:LEC002,LEC002,27,Science: Other,Information Science,,53705,44.0164,-92.4754,sausage,dog,Yes,night owl,Yes,Enchanted - Taylor Swift
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53703,28,81,pepperoni,dog,No,night owl,Yes,More than my hometown by Morgan Wallen
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Business: Other,Business Admin,,53706,36.7194,-4.42,Other,dog,Yes,night owl,Yes,cigarette daydreams - cage the elephant
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,39.0655,85.2563,pepperoni,neither,Yes,night owl,Maybe,n/a
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Data Science,Economics,,53703,31.2304,121.4737,mushroom,cat,Yes,no preference,No,Summertime Sadness---Lana Del Rey
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,,Data Science,,,53706,35.6895,139.6917,basil/spinach,dog,No,night owl,Maybe,Slow Dancing from V
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Other,Materials Science and Engineering,,53711,45.9013,-89.8459,Other,cat,No,night owl,Yes,Rio by Duran Duran
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Business: Actuarial,,,53703,35.6895,139.6917,pepperoni,dog,Yes,no preference,Maybe,"dancing in the dark by Bruce Springsteen 
+
+ "
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Engineering: Other,My major is Chemistry but I intend to switch to Material Science and Engineering,,53711,48.8647,2.349,macaroni/pasta,cat,No,no preference,Maybe,Anything Taylor Swift
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53703,41.8781,87.6298,basil/spinach,dog,Yes,early bird,Maybe,Landslide Fleetwood Mac
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Computer Science,,Data Science,53715,33.9835,-118.248,pepperoni,cat,No,early bird,Yes,Khai Dreams - Sunkissed
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53715,47.61,122.33,pepperoni,cat,Yes,night owl,Yes,"Maroon, Taylor Swift"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,,53703,38.9333,-77.0711,pepperoni,dog,No,early bird,No,Smaller acts- Zach Bryan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Data Science,,,53701,45.1433,-89.1518,pepperoni,dog,Yes,early bird,Yes,When I'm gone - Dirty Honey
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Data Science,,Psychology,53711,37.9838,23.7275,green pepper,neither,No,night owl,Yes,Telepatia by Kali Uchis
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,N/A,N/A,53706,43.0737,-89.4026,pepperoni,dog,No,night owl,No,Trustfall by P!nk (Pink)
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Engineering: Mechanical,,,53715,42.35,-71.06,mushroom,cat,No,night owl,Yes,Upside Down - Jack Johnson
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Computer Science,,"Computer Science, Mathematics",53706,34.6937,135.5022,mushroom,dog,Yes,early bird,Yes,Taylor Swift
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,22,Engineering: Other,,,53703,41.8781,-87.6298,pineapple,dog,No,early bird,No,Semi-Charmed Life - Third Eye Blind
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,47.6062,-122.3321,pepperoni,dog,No,early bird,Yes,Ultralight Beam- Kanye West
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,Economics,Data Science,53703,31.2304,121.4737,pepperoni,dog,Yes,night owl,Yes,Excuses-- Jay Zhou
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,Economics with a Mathematical Emphasis,,53703,37.7749,-122.4194,pepperoni,dog,Yes,night owl,No,Cigarette Daydreams by Cage the Elephant
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Psychology,Data Science,53719,30.5928,114.3052,pepperoni,cat,Yes,no preference,Yes,Marunouchi Sadistic
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,,Business: Information Systems,,Data Science,53715,41.8781,-87.6298,sausage,dog,No,early bird,Yes,Staying Over by Sam Grow
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Computer Science,,,53706,37.3387,121.8853,basil/spinach,dog,Yes,night owl,Maybe,All Too Well-Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,,Engineering: Industrial,,,53705,47.6,-122.3,green pepper,neither,No,night owl,Maybe,Good Time (Owl City)
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Business: Other,,Data Science,57306,-33.8688,151.2093,sausage,cat,Yes,no preference,No,Time by Pink Floyd
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Business: Information Systems,,Risk Management & Insurance,53703,43.0739,-89.3852,none (just cheese),dog,Yes,night owl,Yes,Heading South by Zack Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Biomedical,//,//,53715,45.7088,-121.5252,Other,dog,Yes,early bird,No,Honeybee - the Head and the Heart
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,20,Mathematics/AMEP,,,53726,44.1495,9.6547,pepperoni,dog,Yes,early bird,No,"John Mayor - Wild Blue
+
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,23,Engineering: Industrial,,,53715,37.5665,126.978,pepperoni,cat,Yes,night owl,Yes,"Burning Heart, Survivor"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Computer Science," 
+
+ ",Certificate in Data Science,53715,39.483,-106.0463,macaroni/pasta,dog,Yes,night owl,Yes,505 by the Arctic Monkeys
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,21,Business: Actuarial,,Risk Management & Insurance,53703,5.4164,100.3327,none (just cheese),dog,Yes,no preference,Yes,Melancholy Hill - Gorillaz
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Statistics,,,53706,55.6672,12.5512,green pepper,dog,Yes,no preference,Maybe,Pink + White by Frank Ocean
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,23,Business: Finance,ECONOMICS ,FINANCE,53703,-45.0312,168.6626,pineapple,dog,Yes,early bird,No,Kiss Me Through The Phone - Souja Boy
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,economy,no,53703,39,116,sausage,neither,Yes,no preference,Maybe,the nights  Avicii
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Science: Other,Political Science,,53715,45.0813,-93.135,pepperoni,dog,No,night owl,Yes,No Surprises: Radiohead
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Other (please provide details below).,Economics ,Maybe data science,53715,19.076,72.8777,basil/spinach,dog,No,night owl,Yes,none at the moment 
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Mathematics/AMEP,N/A,N/A,53703,38.914,121.6147,macaroni/pasta,cat,No,night owl,Yes,You(=I) by BOL4
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53726,29.9511,-90.0715,pineapple,dog,Yes,night owl,Yes,Margaritaville - Jimmy Buffett
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC001,20,Data Science,,,53715,60.1699,24.9384,pepperoni,dog,No,early bird,Yes,Poison - Alice Cooper
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Statistics,,Economics,53703,22.5431,114.0579,basil/spinach,dog,Yes,early bird,No,Palm Springs-Virginia To Vegas
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,21,Engineering: Other,Materials Science and Engineering,,53703,32.7157,-117.1611,green pepper,dog,No,night owl,No,The Fragrance of Dark Coffee by Noriyuki Iwadare
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Other (please provide details below).,Math,"Econ, CS",53703,39.9042,116.4074,mushroom,dog,No,early bird,Maybe,"Qing tian, Jay Chou"
+COMP SCI 319:LEC003,LEC003,24,Engineering: Other,,,53711,32.4,119.4301,mushroom,cat,Yes,early bird,No,Just the two of us——Jose James
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Poli Sci & History,"Business, Development Economics, Data Science, Public Policy",53715,40.1728,74.006,Other,dog,No,night owl,Maybe,"""The Adults Are Talking"" by The Strokes"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Data Science,,,53706,28.3731,-81.5569,none (just cheese),cat,No,no preference,Maybe,The Story of Us by Taylor Swift
+COMP SCI 319:LEC003,LEC003,24,Other (please provide details below).,Economics,,53703,38.914,121.6147,tater tots,dog,No,no preference,No,Butter—Fly  by わだ こうじ
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Science: Physics,,,53706,52.3676,4.9014,pineapple,cat,No,night owl,Yes,"Orion - Metallica, first section is decent but the entire middle section is the most beautiful piece of music to me and has always been my favorite song ever."
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,39.4821,-106.0487,none (just cheese),cat,No,night owl,Yes,ivy by taylor swift
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,35.6895,139.6917,pepperoni,cat,Yes,night owl,Yes,"Title: The Less I Know the Better
+
+Artist: Tame Impala"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53711,43.7696,11.2558,sausage,dog,No,night owl,Yes,Break My Stride Mattew Wilder
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Other (please provide details below).,Biochemistry,Data Science,53715,34.0522,-118.2437,macaroni/pasta,dog,No,night owl,Yes,Nonsense - Sabrina Carpenter
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Other,,,53706,35.6528,139.8395,pineapple,cat,Yes,night owl,Yes,"Fly me to the moon --- Frank Sinatra
+
+Night Dancer --- imase"
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,39.4784,-106.0443,pepperoni,cat,No,night owl,Yes,Style by Taylor Swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53703,42.3601,-71.0589,pineapple,dog,No,night owl,Yes,Do Not Disturb -Drake
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Mechanical,n/a,n/a,53715,25.7617,-80.1918,pineapple,cat,Yes,night owl,Yes,Chicken Tendies by Clinton Kane
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Biomedical,,,53715,43.0731,-89.4012,sausage,cat,Yes,early bird,Maybe,Mayonaise by The Smashing Pumpkins
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Engineering: Mechanical,,,53706,41.3851,2.1734,mushroom,dog,No,early bird,Yes,Hysteria - Muse
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,,Other (please provide details below).,not declare yet,,53711,37.5665,126.978,mushroom,dog,No,no preference,Maybe,blackpink - pink venom
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Computer Science,,Data Science certificate,53703,44.5012,-88.0611,pepperoni,cat,No,night owl,Maybe,All That by Mac Miller
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53711,51.5074,-0.1278,mushroom,dog,Yes,no preference,Maybe,"""Always There"" -Greta Van Fleet"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,,Computer Science,,,53715,49,50,pepperoni,dog,No,night owl,Maybe,Chandelier - DJ Khaled
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,22,Business: Other,,"consumer behavior & marketpace studies, economics",53703,18.2528,109.5119,mushroom,dog,No,no preference,Yes,"Angel, Mosiah"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,44.0134,-69.3102,Other,cat,Yes,no preference,No,September by Earth Wind and Fire
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,Engineering: Biomedical,,,53706,41.8781,-87.6298,mushroom,dog,No,early bird,Maybe,no option post malone
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Business: Finance,,Information Systems,53703,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Wat's Wrong by Isaiah Rashad
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Other (please provide details below).,"Double major: Finance, Investment, and Banking / Information Systems",,53715,43.6123,-110.7054,pepperoni,dog,No,night owl,Yes,"Looking out for you, Joy Again"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Other (please provide details below).,Economics,Data Science minor,53703,33.8847,-118.4072,pineapple,dog,Yes,no preference,Yes,Boss DJ by Sublime
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,39.9526,-75.1652,mushroom,dog,No,no preference,Maybe,Everybody Wants to Rule the World- Tears for Fears
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,21,Science: Biology/Life,,,53703,30.5728,104.0668,mushroom,cat,Yes,early bird,Yes,"Until I Found You
+
+Stephen Sanchez"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Other (please provide details below).,econ,data science,53703,0,45,pineapple,dog,No,no preference,No,fire on fire Sam Smith
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Engineering: Biomedical,,Data science,53706,43.168,-89.284,basil/spinach,dog,No,night owl,Yes,505 by the artic monkeys
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,20,Other (please provide details below).,Textiles and Fashion Design ,,53703,48.6997,-122.8756,basil/spinach,dog,Yes,night owl,Yes,32 Flavors by Alana Davis 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Science: Biology/Life,,,53706,42.9005,-88.0291,pineapple,dog,No,night owl,Maybe,Regular (English Version)- NCT 127
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Other (please provide details below).,Economics,Spanish,53715,36.1699,-115.1398,mushroom,dog,No,night owl,Yes,
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,I am an undecided freshman major right now. I am thinking about applying to the industrial engineering major or majoring in psychology and legal studies because I have an interest in going to law school. ,,53706,25.7033,-80.2828,none (just cheese),dog,Yes,night owl,Maybe,Lay All Your Love On Me by ABBA 
+COMP SCI 319:LEC003,LEC003,24,Other (please provide details below).,Economics,,53703,40,116,sausage,cat,No,night owl,No,"Play Date
+
+Martinez"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Information Science. Possibly data science certificate.,,53703,48.8566,2.3522,macaroni/pasta,dog,No,night owl,Maybe,Dandelions by Ruth B.
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Computer Science,,,53715,42.1024,-88.0585,pineapple,dog,Yes,night owl,Yes,The Scientist by Coldplay
+COMP SCI 319:LEC004,LEC004,23,Other (please provide details below).,Economics,,53704,39.904,116.407,pineapple,neither,Yes,early bird,Yes,Every song by Jay Chou. A Chinese singer.
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Data Science,,economics,57306,24.4798,118.0894,pepperoni,neither,No,night owl,No,The Hills by The weekend
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Business: Finance,,,53703,43.076,89.3929,pepperoni,dog,Yes,no preference,Yes,"Jake's Piano - Long Island
+
+Zach Bryan"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,Nuclear Engineering,,53703,40.7128,-74.006,Other,dog,Yes,night owl,Maybe,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,,Engineering: Mechanical,,,53703,33.493,-111.9258,pepperoni,dog,No,night owl,Yes,Teguila Shots- Kid Cudi
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Mathematics/AMEP,,,53703,53.3498,-6.2603,none (just cheese),dog,No,early bird,Yes,You Can't Make Old Friend by Kenny Rogers ft. Dolly Parton
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Consumer Behavior and Marketplace Studies,,53703,40.71,-74,none (just cheese),dog,Yes,night owl,Yes,Anything Harry Styles
+COMP SCI 319:LEC004,LEC004,22,Business: Information Systems,,,53703,36.0671,120.3826,pineapple,dog,No,night owl,Maybe,lonely dance
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Engineering: Mechanical,,,53715,44.9212,-93.4688,pepperoni,dog,No,night owl,Yes,Snow (Hey Oh) by Red Hot Chili Peppers
+COMP SCI 319:LEC001,LEC001,23,Computer Science,,,53703,23.1291,113.2644,tater tots,neither,Yes,early bird,Maybe,《lost stars》- Adam Levine
+COMP SCI 319:LEC003,LEC003,22,Other (please provide details below).,Geography  - Geographic Information Science and Cartography,N/A,53715,45.5017,-73.5673,mushroom,dog,No,night owl,Yes,Afterglow - Ed Sheeran
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Other (please provide details below).,Computer Science,Data Science,53706,35.6895,139.6917,sausage,dog,No,night owl,Yes,"Lost in Paradise , Miura Jam"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53715,30.1766,-85.8055,pepperoni,dog,No,early bird,No,"Billie Jean-Micheal Jackson
+
+or
+
+Cum on Feel the Noize-Quiet Riot"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,39.1898,106.8183,pepperoni,dog,No,night owl,Yes,Peach — Sammy Virji 
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,22,Computer Science,,,53703,17.4203,78.4029,mushroom,dog,Yes,no preference,Maybe,Popular (feat. Playboi Carti) by The Weeknd & Madonna
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Data Science,,Computer Science,53705,37.45,-122.2,pineapple,cat,No,early bird,Maybe,Natural - What If
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,pepperoni,dog,Yes,night owl,Yes,All Falls Down by Kanye West
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Mechanical,,,53703,43.0731,-89.4012,Other,dog,Yes,early bird,No,Fishing in the Dark - Nitty Gritty Dirt Band
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Other (please provide details below).,Economics,,53703,22.5431,114.0579,pepperoni,dog,Yes,night owl,No,snowman-sia
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Data Science,,,53706,28.5383,-81.3792,sausage,dog,No,early bird,No,Come On Eileen by Dexys Midnight Runners
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,39,Data Science,xxx,Biomedical Data Science,53713,47.3006,-88.0459,pepperoni,cat,Yes,no preference,Yes,"Our Song, Joe Henry"
+COMP SCI 319:LEC001,LEC001,23,Science: Other,information science,,53718,40.4259,-86.9081,pepperoni,dog,No,no preference,Yes,Young and Beautiful by Lana Del Rey
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Computer Science,,,53703,39.3597,111.5863,pepperoni,dog,No,night owl,Yes,Baby I'm bleeding - Jpeg Mafia
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Engineering: Biomedical,,,57303,41.8,-72,sausage,dog,No,early bird,No,Money - The Drums
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC001,20,Data Science,,Math Econ,53711,48.1376,11.5799,pepperoni,cat,No,no preference,Maybe,FE!N by Travis Scott
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Data Science,,Spanish,53706,44.7666,-85.5946,none (just cheese),dog,Yes,no preference,No,Single ladies - Beyoncé
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53718,40.7584,-73.9843,none (just cheese),dog,Yes,early bird,Maybe,"Spectrum - Florence + The Machine, Calvin Harris"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Computer Science,,,53706,22.3072,73.1812,none (just cheese),neither,Yes,no preference,Maybe,I have no such preference for songs.
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Computer Science,I am a computer science major.,Not Mandatory,53706,25.2048,55.2708,pepperoni,dog,Yes,early bird,No,Titi me pregunto by bad bunny.
+COMP SCI 319:LEC004,LEC004,24,Other (please provide details below).,Econometrics,,53711,24.8801,102.8329,pineapple,cat,No,night owl,Yes,Resting Ground by Christopher Larkin
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,economics,data science,53703,5.4203,100.3119,none (just cheese),cat,No,no preference,Maybe,You give love a bad name bon jovi
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,,Business: Finance,,,53703,52.3702,4.8952,pepperoni,dog,No,night owl,Yes,Radio Ga Ga by Queen.
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Science: Biology/Life,,,53706,-8.6399,115.1402,Other,dog,No,night owl,Yes,Rise  
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Data Science,,,53706,,,pepperoni,dog,No,night owl,Yes,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Biomedical,,Spanish,53715,44.8504,93.7876,pineapple,dog,Yes,night owl,Yes,Nonstop by Drake
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Data Science,,,53711,-33.9249,18.4241,pineapple,dog,Yes,early bird,Yes,Violent Crimes - Kanye West
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Data Science,,Information Systems,53175,28.5383,-81.3792,sausage,dog,No,early bird,No,Come On Eileen by Dexys Midnight Runners
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Mathematics/AMEP,,Psychology,53715,38.9072,-77.0369,pineapple,dog,No,early bird,Yes,Love Story - Taylor Swift
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Engineering: Industrial,N/A,N/A,53711,42.6507,18.0944,pepperoni,dog,Yes,no preference,Yes,Holanda - Jhayco
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53715,40.7128,-74.006,pepperoni,neither,Yes,night owl,Yes,《花海》from 周杰伦；Floral Sea by Jay Chou
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,22,Other (please provide details below).,Mechanical Engineering,Physics,53711,39.7392,-104.9903,pineapple,dog,No,night owl,Yes,"""The Weight of Dreams"" by Greta Van Fleet (modern day copy-cat of Led Zeppelin)"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Mechanical,,,53715,49.7938,-93.1955,mushroom,dog,Yes,night owl,Yes,Hurt Feelings by Mac Miller
+COMP SCI 319:LEC002,LEC002,23,Science: Other,master of science information (data analyst),none,53703,44.0521,-123.0868,sausage,cat,No,night owl,Yes,beside you - keshi
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,21,Statistics,,,53703,44.51,88.01,basil/spinach,cat,No,night owl,Yes,Dunno - mac miller
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,23,Computer Science,,Economics,53715,55.6761,12.5683,sausage,dog,Yes,no preference,Yes,Uden dig - ukendt kunster
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Cellular and Molecular Biology,Japanese,53703,35.3032,139.5657,basil/spinach,dog,No,night owl,Yes,Memories by Maroon 5
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Computer Science,,,53706,37.5326,127.0246,sausage,cat,Yes,no preference,Yes,"Title: Some might say (Oasis) 
+
+ 
+
+ "
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Business: Finance,Finance ,Marketing,53715,64.9631,-19.0208,sausage,dog,No,night owl,Yes,Jump Around by House of Pain
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Other (please provide details below).,Undecided,,53715,41.8781,-87.6298,basil/spinach,dog,No,early bird,Yes,New Beat by Toro y moi
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Other (please provide details below).,Economics,,53818,43,0,sausage,neither,No,night owl,Maybe,None 
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,39.9526,-75.1652,pepperoni,dog,No,night owl,Yes,All the Stars by Kendrick Lamar and SZA
+COMP SCI 319:LEC004,LEC004,22,Computer Science,,,53715,22.5431,114.0579,sausage,cat,No,night owl,Yes,cruel summer!!! Taylor swift!!!
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Accounting,Finance,53715,41.8781,-87.6298,sausage,dog,Yes,night owl,Yes,Change- Bailey Zimmerman
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,Political Science,,53703,41.8781,-87.6298,Other,cat,Yes,early bird,Maybe,"Nashville, TN by Chris Stapleton"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Computer Science,,,53715,22.5886,88.4043,Other,dog,No,no preference,Yes,Elevated - Shubh
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC004,20,Data Science,,,53703,35.9078,127.7669,pepperoni,dog,Yes,early bird,Yes,One Call Away - Charlie Puth
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53703,49.2827,-123.1207,pineapple,cat,No,no preference,Yes,"before he cheats
+
+by carrie underwoods"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,18,Engineering: Biomedical,,,53706,35.6895,139.6917,basil/spinach,dog,Yes,no preference,Yes,Wind Blows - Dreamcatcher
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Engineering: Mechanical,n/a,n/a,53706,43.0517,-89.3427,macaroni/pasta,dog,Yes,no preference,Yes,"title: wonderwall 
+
+artist: Oasis  "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,,Data Science,,,53716,44.5133,-88.0133,green pepper,dog,No,night owl,Yes,Mr. Rager by Kid Audi
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Business: Finance,,"Mathamatics for finance, Economics",53703,24.4798,118.0894,Other,cat,Yes,no preference,Maybe,Not good enough for you-Jay Chou
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Business: Other,Marketing,,53715,43.0389,-87.9065,none (just cheese),cat,Yes,no preference,Maybe,I guess that's why they call it the blues - Elton John
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Data Science,I plan to major in Data science.,no second major,53711,33.6225,113.3418,basil/spinach,dog,No,night owl,Maybe,That Girl by Olly Murs
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,23,Other (please provide details below).,Economics,Political Science,53703,43.0731,-89.4012,pepperoni,cat,Yes,night owl,No,500 Miles
+COMP SCI 319:LEC001,LEC001,30,Engineering: Other,,,53705,-34.4909,-58.4892,pepperoni,dog,Yes,early bird,Maybe,Sweet Child O' Mine - Guns N' Roses
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economic,,53705,31.2304,121.4737,none (just cheese),cat,No,early bird,Yes,Closer by the chainsmokers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Business: Information Systems,,,53706,33.4484,-112.074,none (just cheese),dog,No,no preference,Yes,runaway by Kanye West
+COMP SCI 319:LEC002,LEC002,25,Engineering: Other,,,53705,37.1765,-3.5979,basil/spinach,cat,No,night owl,Maybe,Time of Our life - DAY6
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,21,Science: Biology/Life,,French,53703,44.9019,-93.3388,basil/spinach,dog,Yes,no preference,Yes,Brazil- Declan McKenna
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Data Science,,Economics,53715,43.7696,11.2558,none (just cheese),cat,Yes,night owl,Yes,November Rain Guns N' Roses
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Finance,Econ with data science certificate ,53703,41.3851,2.1734,pepperoni,dog,No,no preference,No,(It goes like) nanana by Peggy Gou
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,38.7223,-9.1393,basil/spinach,dog,Yes,no preference,No,Nice For What by Drake
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Business: Information Systems,,"Supply chain, operation technology managment ",53703,12.4964,41.9028,pineapple,dog,No,night owl,Yes,My favorite song is probably dancing queen by ABBA
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Mechanical,,,53706,47.6775,11.2041,basil/spinach,dog,No,no preference,Yes,Uptown Girl by Billy Joel
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Data Science,,,53703,31.8433,117.2457,Other,dog,No,night owl,Yes,"Title: [Mrs. Shexiang] (https://www.last.fm/music/Phoenix+Legend/_/Mrs.+Shexiang)
+
+Artist: Phoenix Legend"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Data Science,,,53706,55.68,12.58,pepperoni,cat,No,night owl,Maybe,Love Lost - Mac Miller
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,economics BA,,53711,35.6895,139.6917,mushroom,dog,No,no preference,Yes,My favorite song is Favorite Song.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,18,Computer Science,,,53706,45.4642,9.19,pepperoni,cat,No,night owl,Maybe,"****************************
+The Weeknd - Save Your Tears
+****************************"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,31.8089,120.6153,Other,cat,No,no preference,Yes,Blood Type-Viktor Tsoi
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,21,Engineering: Biomedical,,,53703,40.4855,-106.8336,pepperoni,dog,Yes,early bird,Maybe,When it Rains it Pours by Luke Combs
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Business: Finance,,Real Estate,94024,40.7128,-74.006,sausage,dog,Yes,night owl,Maybe,
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Business: Finance,N/A,N/A,53703,1.2,4.2,pepperoni,dog,No,no preference,Maybe,I'm gonna be (500miles) by the proclaimers
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,,Engineering: Mechanical,,,53703,39.6456,-77.4205,pepperoni,dog,No,no preference,Yes,Jimmy Cooks by Drake
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Business: Finance,N/A,Data science,53706,13.8079,108.1094,basil/spinach,dog,No,early bird,Maybe,"Truoc khi em ton tai - Thang
+
+Mirror ball - Taylor Swift"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Science: Other,Environmental Science,,53715,41.8781,-87.6298,green pepper,dog,Yes,night owl,Yes,Black Swan by BTS
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC001,19,Mathematics/AMEP,,,53715,44.79,-89.7,pepperoni,dog,No,no preference,No,I don't have a favorite 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Data Science,Information and data science,,53703,43.0389,-87.9065,pepperoni,dog,No,night owl,Maybe,mayonaise smashing pumpkins
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Other (please provide details below).,My primary major is Economics.,My secondary major is Psychology.  I have declared a certificate in data science.,53703,35.6895,139.6917,pepperoni,neither,No,no preference,Maybe,"Hype boy - New Jeans
+
+Paris in the rain - Lauv
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,21,Data Science,,,53703,32.8328,-117.2713,Other,dog,Yes,night owl,Maybe,The Pale Moonlight - Kid Cudi
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,information science ,data science,53706,41.3851,2.1734,green pepper,dog,Yes,night owl,Yes,Jungle - Drake
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,22,Science: Biology/Life,,,53715,47.0502,8.3093,macaroni/pasta,dog,No,night owl,Yes,Under Pressure by Queen and David Bowie
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Industrial,,,53703,18.0231,-63.0482,Other,cat,No,no preference,No,Could you be loved - Bob Marley 
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Information Science,,53703,49.2827,-123.1207,pepperoni,dog,No,night owl,Yes,tell me what you want - dacelynn
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,21,Statistics,I selected Statistics above.,I am considering double majoring in data science.,53703,60.1699,24.9384,pepperoni,dog,Yes,early bird,Yes,Mrs. Hollywood - Go-Jo
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,I am undecided but planning on potentially majoring in Data Science or at least getting a certificate. ,"I am also potentially majoring in International Studies, but am currently undecided.",53706,37.7749,-122.4194,basil/spinach,dog,Yes,night owl,Maybe,"""The Air That I Breathe"" The Hollies "
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,N/A,N/A,53706,43.0389,-87.9065,pepperoni,dog,Yes,early bird,Yes,Jungle by Andre Nickatina. Its Christian Yelich's walk up song.
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Business: Finance,,Psychology,53715,51.5074,-0.1278,basil/spinach,cat,No,night owl,Yes,Daydreaming by Harry Styles
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,Mech E,,53715,41.1579,-8.6291,basil/spinach,dog,No,night owl,Yes,Zach Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Data Science,,,53706,19.64,-156,pepperoni,dog,Yes,night owl,Yes,From Time by Drake
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Business: Actuarial,,Data Science,53706,43.485,-89.754,mushroom,neither,No,night owl,Yes,"New Romantics, Taylor Swift"
+COMP SCI 319:LEC001,LEC001,22,Other (please provide details below).,Information Science,No,53703,31.23,121.47,mushroom,dog,No,night owl,Maybe,"Artist: BLACKPINK, Title: Shut Down"
+COMP SCI 319:LEC001,LEC001,22,Other (please provide details below).,Information science,,53703,31.23,121.47,mushroom,dog,No,night owl,Yes,"Song: Shut Down, Artist: Black Pink"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Engineering: Mechanical,,,53706,47.6062,-122.3321,pineapple,dog,Yes,early bird,No,Flashing Light by Kanye West
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Engineering: Mechanical,,,53714,45.8713,-89.7116,pepperoni,cat,Yes,night owl,Yes,Africa by Toto
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Science: Physics,,,53726,60.39,5.32,mushroom,dog,Yes,night owl,Yes,Heat Above by Greta Van Fleet
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,21,Other (please provide details below).,Genetics and Genomics,,53703,36.7234,25.2822,basil/spinach,dog,Yes,early bird,Maybe,Kiss of Venus - Dominic Fike
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Other (please provide details below).,Data Science and Mathematics ,,53706,40.7128,-74.006,pepperoni,dog,No,night owl,Yes,Heart Throb - Pritam 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Business: Finance,,,53703,41.8818,-87.8367,pepperoni,dog,No,night owl,No,"Boogie Wonderland by Earth, Wind, and Fire and The Emotions"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Legal Studies major,,10075,40.7131,-74.0072,pepperoni,dog,Yes,no preference,Yes,Dancing in the Moonlight
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Computer Science,,,53703,43.0731,-89.4012,pineapple,cat,No,no preference,Yes,Hits Different - Taylor Swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Data Science,,,53715,45.4642,9.19,pineapple,dog,No,night owl,Yes,Passionfruit - Drake
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,,Computer Science,,Data Science,53715,25.2345,110.18,mushroom,cat,No,night owl,Maybe,Midsummer Madness by 88rising
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Engineering: Industrial,,,53706,60.8525,7.1136,pepperoni,dog,Yes,no preference,No,Boulevard of Broken Dreams by Green Day
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Engineering: Industrial,,,53715,51.5074,-0.1278,none (just cheese),dog,No,night owl,Yes,"unruly NSG,Meeks"
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Data Science,,Global Health,53715,18.58,-68.41,macaroni/pasta,cat,Yes,early bird,Yes,"November Rain, Guns N' Roses"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,44.5004,-88.0613,pepperoni,cat,Yes,early bird,Maybe,"""Take It Easy"", Eagles"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,21,Science: Biology/Life,,,53590,59.9,10.7,macaroni/pasta,cat,Yes,early bird,Yes,Trouble by Elvis Presley
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Engineering: Mechanical,,,53703,44.5133,-88.0133,pepperoni,dog,No,early bird,No,Revival by Zach Bryan 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,,Business: Information Systems,,,53590,45.5017,73.5674,pepperoni,neither,Yes,night owl,Maybe,Teeth by 5 Seconds of Summer (please do play this one sometime!)
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Engineering: Mechanical,,,53706,47.227,-88.164,pineapple,cat,No,night owl,Yes,stacy's mom by fountains of wayne
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Other (please provide details below).,Undecided,,53706,42.3314,-83.0458,pepperoni,dog,No,night owl,Maybe,Always Forever by Cults
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Mechanical,,,53715,36.3719,-94.2027,mushroom,dog,Yes,early bird,No,At the Beach by the Avett Brothers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Other (please provide details below).,Economics,,53703,41.9028,12.4964,pepperoni,dog,Yes,night owl,Yes,Free bird - lynyrd skynyrd
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Other (please provide details below).,Behavioral Economics,"Mathematics, Data Science Minor",53715,42.3601,-71.0589,basil/spinach,dog,Yes,early bird,No,Sitting on Top of the World - Burna Boy
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Engineering: Mechanical,,,53706,34.4208,-119.6982,pineapple,dog,No,early bird,Maybe,snooze by SZA
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53706,42.584,-87.82,pepperoni,dog,Yes,no preference,Maybe,Outside- Calvin Harris
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Business: Other,,,53703,37.1324,24.815,pepperoni,dog,No,night owl,Yes,Thunder by Imagine Dragons 
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53703,44.79,-89.723,pepperoni,dog,No,no preference,No,Eye of the Tiger
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Engineering: Mechanical,,,53703,-33.9249,18.4241,pepperoni,dog,No,no preference,Yes,The Adults Are Talking - The Strokes
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Science: Other,My primary major is Atmospheric and Oceanic Science.,I am considering double majoring in either Environmental Studies or Math. ,53715,40.5853,-105.0844,none (just cheese),dog,Yes,no preference,Yes,"""Tidal"" Noah Kahan"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Mechanical,,,53703,41.9,-87.6,pepperoni,dog,No,night owl,No,Revival by Zach Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC002,20,Other (please provide details below).,Economics.,Data Science.,53703,44.972,-93.51,pepperoni,dog,Yes,night owl,Maybe,Broken Clocks by SZA.
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Other (please provide details below).,Economics and Data Science,,57315,42.6256,-71.3853,pepperoni,dog,Yes,night owl,Yes,Style by Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Data Science,-,Econ ,53711,1.3521,43.0731,mushroom,dog,Yes,early bird,Maybe,low-key - Nikki
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Computer Science,,,53703,61.2114,-149.7313,mushroom,cat,Yes,night owl,No,"""I Wonder"" by Kanye West"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Mechanical,,,53726,46.5436,-87.3954,basil/spinach,cat,Yes,night owl,Yes,"Snow, Red Hot Chili Peppers "
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,,Engineering: Mechanical,,,53715,43,-89.3,pepperoni,dog,No,night owl,Yes,"FIEN, Travis Scott"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Mathematics/AMEP,,Statistics,53715,27.2195,78.0216,Other,neither,No,night owl,Yes,Taylor Swift- Style
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Science: Physics,n/a,n/a,53706,31.2304,121.4737,mushroom,cat,No,night owl,Yes,"Concorde -- Black Country, New Road"
+COMP SCI 319:LEC001,LEC001,,Other (please provide details below).,economics,no,53705,39.9042,116.4074,mushroom,cat,Yes,night owl,Yes,What you mean to me -- Matthew Morrison/Laura Michelle Kelly
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC003,18,Engineering: Industrial,n/a,n/a,53706,1.3521,103.8198,pepperoni,dog,Yes,night owl,Yes,When the Day is Done by Grent Perez
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Science: Biology/Life,,,53719,51.5074,-0.1278,Other,cat,No,night owl,Maybe,Father Time - Kendrick Lamar
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Business: Other,Business related but undecided.,n/a,53706,37.5326,127.0246,mushroom,dog,No,night owl,Yes,"New Jeans - ETA
+
+New Jeans - OMG"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,42.2387,-87.9596,pepperoni,neither,Yes,night owl,Maybe,Laugh Now Cry Later - Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,21,Data Science,,,53703,43.4714,-110.7688,sausage,dog,Yes,night owl,Yes,My Old School - Steely Dan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Mechanical,,,53715,43.07,-89.4,sausage,dog,No,no preference,Maybe,I Hope That's True by Morgan Wallen
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,,Other (please provide details below).,Undecided.,,53706,35.6895,139.6917,sausage,cat,No,night owl,Yes,Stitches-Shawn Mendes
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Business: Finance,Finance,Information Systems,53718,43.6511,-79.347,sausage,dog,No,night owl,Maybe,Over by Drake
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Science: Biology/Life,,Data Science,53715,13.7563,100.5018,pepperoni,dog,No,night owl,Yes,Hurricane Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Business: Finance,,,53715,50.0755,14.4378,pepperoni,dog,No,night owl,Yes,Nonstop by Drake
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,22,Science: Biology/Life,,"Data Science, BS",53703,37.5683,126.9978,pepperoni,cat,No,night owl,No,'Mourning' - Post Malone
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,20,Data Science,,,53703,37.44,25.37,pepperoni,cat,No,night owl,Yes,Spotless- Zach Bryan ft. The Lumineers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Business: Finance,,Business: Information Systems,53715,52.3702,4.8952,Other,cat,No,early bird,Yes,As It Was by Harry Styles
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Data Science,,,53703,24.4882,54.3773,none (just cheese),cat,No,night owl,Yes,
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Computer Science,,,53703,42.9856,-88.0761,Other,dog,No,night owl,No,"Aries - Fools gold
+
+ "
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,20,Data Science,,,53703,33.4484,-112.074,mushroom,cat,No,night owl,Yes,fire burning -sean kingston 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,53715,40.7128,-74.006,none (just cheese),dog,No,early bird,Yes,"Ordinaryish People, by AJR"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,22,Other (please provide details below).,"Economics, with data science certificate.",,53711,34.7466,113.6253,pepperoni,cat,Yes,no preference,Maybe,"One Last Kiss, by Utada Hikaru"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Data Science,,,53726,43.2815,-88.4091,sausage,dog,No,night owl,No,Normal Girl by SZA
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Engineering: Industrial,,,53703,39.6349,-106.5283,pepperoni,dog,Yes,night owl,Yes,Dark Necessities by The Red Hot Chilli Peppers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Mathematics/AMEP,,Statistics,53706,31.2304,121.4737,sausage,cat,Yes,early bird,Yes,Scared 2 be Lonely--Lil Tjay
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,,Computer Science,,Data Science,53715,42.3601,-71.0589,sausage,dog,No,night owl,Yes,The Ladder - Margolnick
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Data Science,,Economics,53706,60.1282,18.6435,Other,dog,No,night owl,Maybe,Smells like teen spirit-Nirvana & Pretender- Foo Fighters (I'm never able to select my most favourite out of these two)
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,,Other (please provide details below).,Atmospheric and Oceanic Studies,,53726,44.447,88.889,pepperoni,dog,No,night owl,Yes,Julia - Mt. Joy
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Data Science,,,53706,47.3886,-88.0226,pepperoni,dog,Yes,night owl,Maybe,"""Need 2"" by Pinegrove"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC004,19,Science: Other,,,53703,29.4316,106.9123,mushroom,neither,No,night owl,No,“FIREWORK” by &TEAM
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,44.5133,-88.0133,pineapple,dog,Yes,early bird,Yes,At the End of the Day -Wallows
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,,Data Science,,,53713,3.139,101.6869,basil/spinach,cat,Yes,no preference,Yes,Lady Gaga - Bad Romance
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Other (please provide details below).,Economics,N/A,53703,42.3601,-71.0589,basil/spinach,dog,No,night owl,Maybe,Revival - Zach Bryan
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,dog,No,night owl,Yes,"""Passionfruit"" by Drake"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Engineering: Mechanical,,,53706,46.8108,-90.8182,pepperoni,dog,No,night owl,Maybe,"""My Hero"" by Foo Fighters "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334, COMP SCI 220:LAB331",LEC003,18,Engineering: Mechanical,,,53706,25.3176,82.9739,pepperoni,dog,Yes,early bird,Maybe,"Safe and Sound, by Capital cities"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Languages,N/A,N/A,53706,12.9716,77.5946,basil/spinach,cat,Yes,night owl,No,baseball - Hippocampus
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Data Science,,,53706,42.3601,-71.0589,sausage,dog,Yes,night owl,Yes,Free Bird- Lynyrd Skynyrd
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,40.7128,-74.006,none (just cheese),dog,No,night owl,Yes,Father Stretch My Hands - Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Data Science,,,2038,,-71.0589,pepperoni,dog,Yes,night owl,Yes,Free Bird- Lynyrd Skynyrd
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Mathematics/AMEP,,"Statistics, B.S.",53703,30.2741,120.1551,none (just cheese),dog,Yes,night owl,Maybe,Careless Whisper by Wham!
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Other,Material Science and Engineering,,53706,47.608,-122.3352,sausage,dog,No,night owl,Maybe,"************
+Sixteen Tons
+************
+
+Geoff Castellucci
+
+ "
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,I am an economics major.,I may double major in data science but for now it is a minor.,53703,40.4987,-111.8188,green pepper,cat,No,night owl,Yes,Walking On A Dream by Empire of The Sun.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Other (please provide details below).,economics,,53706,45.0938,-93.4976,Other,dog,No,no preference,Maybe,Drift Away - Uncle Kracker
+COMP SCI 319:LEC004,LEC004,23,Science: Other,Economics,nope,53703,41.7407,123.4399,pepperoni,cat,No,night owl,No,Kiss Goodbye
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,22,Business: Finance,,,54143,37.3891,-5.9845,pepperoni,dog,Yes,early bird,No,The House of the Rising Sun - The Animals 
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,46.5,-94.3,sausage,dog,No,night owl,Yes,As She's Walking Away by Zac Brown Band
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Engineering: Mechanical,,,53703,40.7128,-74.006,pepperoni,dog,Yes,night owl,Yes,"Junio, Maluma
+
+ "
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Engineering: Biomedical,,,54636,41.8781,-87.6298,mushroom,dog,No,early bird,Yes,Cherry by Harry Styles
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53597,44.7866,20.4489,macaroni/pasta,cat,No,night owl,Yes,bad dream baby - hippo campus
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Other (please provide details below).,Economics ,N/A,53703,43,-89,sausage,dog,No,early bird,Maybe,Cough Syrup - Young the Giant 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Engineering: Biomedical,,,53706,40.7865,-74.3921,sausage,dog,No,night owl,Yes,"Fancy
+
+Drake"
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Engineering: Mechanical,,,53706,-8.6786,115.4556,pepperoni,dog,Yes,no preference,Maybe,Hotel California-Eagles
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Engineering: Mechanical,,,53703,40.7131,-74.0072,pineapple,dog,Yes,night owl,Yes,Freestyle by Lil Baby 
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,Deciding between Biology and Biomedical Engineering,,53706,45.2658,-111.3003,pepperoni,dog,No,night owl,No,Best of You by the Foo Fighters
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,20,Other (please provide details below).,Economics (Minor in Data Science),,53715,43.0722,-89.4012,sausage,dog,Yes,night owl,No,Art of Living - Mat Kerekes
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,51.5035,-0.1278,macaroni/pasta,neither,No,night owl,Yes,Movin' Out by Billy Joel
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53703,40.7128,-74.006,pepperoni,dog,No,night owl,Yes,I Know - Travis Scott
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Science: Physics,NA,Currently in astrophysics but trying to transfer into the school of Engineering for Mechanical Engineering. ,53703,21.3069,-157.8583,sausage,cat,Yes,no preference,Maybe,"It's my Life, Bon Jovi"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,,Computer Science,,Maybe majoring in data science but I might minor it.,53706,60.1282,18.6435,none (just cheese),cat,No,no preference,Yes,Mad at the World - Heffron Drive
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Science: Physics,,,53706,44.9778,-93.265,basil/spinach,cat,No,night owl,Yes,Out of My League - Fitz and the Trantrums
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,20,Business: Other,,,53726,43,-89,pepperoni,neither,No,no preference,Maybe,post malone
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,21,Computer Science,,,53705,31,121,pepperoni,cat,No,night owl,Yes,Something Just Like This - The Chainsmokers & Coldplay
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Economics and Data Science.,,53703,26.6141,-81.8258,pepperoni,dog,Yes,night owl,Maybe,"Sweet Caroline, Neil Diamond"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,25,Other (please provide details below).,Zoology Major,n/a,53719,41.8781,-87.6298,basil/spinach,dog,No,night owl,Yes,"Dirty Little Secret
+
+Song by The All-American Rejects"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,39,116,mushroom,cat,Yes,night owl,Maybe,see you again
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,41.8781,-87.6298,pepperoni,dog,Yes,no preference,Yes,Fear and Fridays - Zach Bryan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Data Science,,,53706,40.7128,-74.006,pepperoni,dog,No,early bird,Maybe,Holy Ground by Taylor Swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53703,41.8781,-87.6298,mushroom,dog,No,no preference,No,"Wish You Were Here - Pink Floyd
+
+ "
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,53715,38.5733,-109.5498,pineapple,dog,No,early bird,No,Don't You Worry Child by Swedish House Mafia
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53715,46.2044,6.1432,sausage,dog,Yes,no preference,No,"""Woods"" by Mac Miller"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Other (please provide details below).,"Economics major, data science minor ",,53703,38.4187,27.1296,green pepper,cat,Yes,no preference,No,Piano Man by Billy Joel
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,18,Engineering: Industrial,,,53705,24.7136,46.6753,pepperoni,dog,Yes,early bird,No,"Mohammed Abdu- Artist
+
+Wienak ya darb al mahaba"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,40,Data Science,"Data Science is my primary major.
+
+I am a returning student.  My past Major was AMEP.  Data Science majors didnt exist then.  It fits better with what I was working towards.  I love probablility and statistics.",NA,53705,43,88,sausage,cat,Yes,no preference,No,"Moonlight Sonata Movement #1 played on the piano vs the radio while it rains or at night with the windows open is awesome!!!!!!
+
+ 
+
+ 
+
+ 
+
+Movement #3 will blow your mind.
+
+ 
+
+If you dont like any of those, louisiana harmonica is good."
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Engineering: Industrial,NA,NA,53703,45.8733,-63.5841,pepperoni,cat,No,early bird,Maybe,"Revival, Zach Bryan "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Other (please provide details below).,"Still deciding from Mathematics, Statistics, and Economics.",,53706,39.9042,116.4074,sausage,neither,Yes,early bird,Maybe,"Title: Croatian Rhapsody
+
+Artist: Tonci Huljic"
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Science: Other,Nursing,Global Health minor ,53706,43.8376,10.4951,pepperoni,dog,Yes,night owl,Maybe,Gimme! Gimme! Gimme! by ABBA
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Data Science,,Economics (Math Emphasis) or Math for Econ and finance (still thinking),53706,55.7558,37.6173,pepperoni,dog,No,no preference,Maybe,Safe and Sound by Capital Cities
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Science: Other,Atmospheric and Oceanic Sciences,,53711,48.8566,2.3522,pineapple,dog,Yes,night owl,Maybe,Lady May by Tyler Childers
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,43.0742,89.3838,macaroni/pasta,dog,Yes,night owl,Yes,Little Wing - Jimi Hendrix
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53711,43.0731,-89.4012,sausage,dog,Yes,night owl,Yes,"Encore by the Red Hot Chili Peppers
+
+ "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Other (please provide details below).,undecided,,53703,40.7306,73.9352,basil/spinach,dog,No,night owl,Yes,"Erase Me, Lizzie McAlpine"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53726,45.5152,122.6784,pepperoni,dog,Yes,night owl,Yes,Pennies - Smashing Pumpkins
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,,Engineering: Industrial,,,53715,44.4047,8.9291,sausage,dog,Yes,early bird,Yes,"You Don't Love Me (No, No, No) - Dawn Penn"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,21,Business: Actuarial,,Risk Management & Insurance,53715,40.7128,-74.006,pepperoni,dog,Yes,early bird,No,"""What You Know"" by Two Door Cinema Club"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC003,18,Data Science,,,53706,18.7897,98.9844,pineapple,dog,No,night owl,Yes,"One of my favorite songs is ""Bahamas"" by HARBOUR. "
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,17,Computer Science,,,53704,43.0739,-89.3852,pepperoni,dog,Yes,night owl,Maybe,Bang Bang - K'NAAN
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,nuclear engineering,.,53715,47.6,-122.33,sausage,dog,Yes,night owl,Yes,"smells like teen spirit 
+
+-nirvana"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,53703,39.0742,21.8243,mushroom,dog,No,night owl,Yes,Cardigan - Don Toliver
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Business: Other,"Other: Accounting
+
+ ",Business- Information Systems,53726,51.5074,-0.1278,none (just cheese),dog,Yes,early bird,No,Abba- Dancing Queen
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Science: Biology/Life,I am planning to major in neurobiology.,"Data Science
+
+total 2 majors. Neurobiology and Data Science.",53706,36.9741,-122.0288,none (just cheese),cat,Yes,no preference,Maybe,Learn To Fly - Foo Fighters
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,42.3601,-71.0589,pepperoni,cat,No,night owl,Maybe,Show No Regret by Daniel Caesar
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,17,Engineering: Mechanical,,,53706,57.6202,-133.2372,pineapple,dog,No,night owl,Maybe,I Wanna Dance with Somebody by Whitney Houston
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,21,Science: Other,Atmospheric and Oceanic Sciences,N/A,53726,42.7,-89.8679,none (just cheese),cat,No,night owl,Maybe,Might Be Right - White Reaper
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics ,N/a,53703,25.1931,55.279,pepperoni,neither,No,early bird,No,6th Sense-Kodak Black
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Data Science,,,53706,40.4168,-3.7038,basil/spinach,dog,Yes,early bird,No,Polaris Remix Saiko ft. Mora Feid Quevedo
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,42.3601,-71.0589,pineapple,cat,No,night owl,Yes,"zz melt - Jagger Finn
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Data Science,,,53703,44.7394,-93.1258,pepperoni,dog,No,night owl,No,"Self Care, Mac Miller"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Other (please provide details below).,international studies,,53703,41.3851,2.1734,pineapple,dog,Yes,no preference,Yes,"American Pie, Don Mclean"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,53706,43.039,-87.906,pepperoni,neither,No,no preference,Yes,Flashing Lights - Kanye West
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Engineering: Industrial,N/A,N/A,53715,88.384,43.0058,pepperoni,dog,Yes,night owl,Maybe,"Stick Season 
+
+Noah Kahan"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC003,19,Data Science,,,53713,35.6895,139.6917,sausage,cat,No,night owl,Yes,Its You by Keshi
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Data Science,,,53715,45.9141,-89.2558,mushroom,dog,No,no preference,Yes,"Making Eyes by Archers. Madison based metalcore band! (beware of the screamo sections to some of their songs, lol)"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,18,Engineering: Biomedical,,,53706,22.9068,43.172,mushroom,dog,Yes,early bird,Maybe,Out of Reach- BoywithUke
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,21,Business: Actuarial,,Risk Management & Insurance,53703,43.0731,-89.4012,green pepper,dog,Yes,early bird,No,Layla by Eric Clapton
+COMP SCI 319:LEC004,LEC004,24,Other (please provide details below).,Econ,,53703,39.9042,116.4074,pineapple,neither,No,night owl,Maybe,"Savage Daughter  
+
+Sarah Hester Ross"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,cat,No,night owl,Yes,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Business: Finance,,,53703,40.7128,-74.006,pineapple,dog,No,night owl,Yes,FE!N- Travis Scott
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Business: Finance,,I am doing a data science certificate and planning on a double major in information systems.,53703,41.8781,-87.6298,mushroom,dog,No,early bird,No,"Hozier 
+
+Cherry Wine"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics,,53711,21.3069,-157.8583,sausage,dog,Yes,night owl,Yes,I KNOW ? - Travis Scott
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,18,Engineering: Industrial,,,55337,48.8566,2.3522,mushroom,dog,No,night owl,Yes,The Other Side of the Door - Taylor Swift
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,17,Data Science,None,Biology,53706,52.3702,4.8952,Other,dog,Yes,early bird,No,Counting Stars by One Republic
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Computer Science,,,53703,1.3521,103.8198,pineapple,cat,Yes,night owl,Maybe,Someone Like You by Adele 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53726,44.988,-87.243,sausage,dog,No,early bird,No,Chattahochee by Alan Jackson
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Industrial,,,53705,23.5859,58.4059,pepperoni,neither,No,no preference,Maybe,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,,Data Science,,Economics,53706,1.3521,103.8198,mushroom,cat,No,night owl,Yes,Cupid by Fifty Fifty
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Business: Other,Marketing,,53703,41.3851,2.1734,basil/spinach,dog,No,no preference,No,What is Love by Haddaway
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Data Science,,,53706,43.1132,-87.9997,sausage,cat,Yes,early bird,Yes,Viva la Vida by Coldplay
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Other (please provide details below).,Urban Studies,,53715,37.9838,23.7275,pepperoni,cat,No,no preference,No,Eat The Rich by Aerosmith
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Engineering: Mechanical,,,53715,41.8781,-87.6298,pepperoni,dog,Yes,no preference,Yes,"""If I Know Me"" by Morgan Wallen"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Engineering: Industrial,,,53706,18.3288,-66.9713,pineapple,dog,No,night owl,No,Dancing Queen - Abba
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Industrial,,,53706,43.0739,-89.3852,pepperoni,dog,No,no preference,Maybe,Be Happy by 347aidan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Science: Biology/Life,,,53726,30.2741,120.1551,pepperoni,cat,No,night owl,Maybe,N/A. I don't have a favorite song.
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,17,Data Science,,,53706,39.9042,116.4074,sausage,dog,No,night owl,No,"Red Eye 
+
+Justin Bieber"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Engineering: Mechanical,,,53706,40.7128,-74.006,Other,dog,Yes,night owl,Maybe,September by Earth Wind and Fire
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Other (please provide details below).,Psychology,,53706,45.9857,-123.9082,pepperoni,dog,No,early bird,No,"""Stay"" by Post Malone"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Computer Science,,,53711,43.0739,-89.3852,Other,dog,No,night owl,Yes,Little Wing by Jimi Hendrix
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Mathematics/AMEP,,English - Creative Writing,53715,41.8661,-88.107,pepperoni,neither,No,early bird,Maybe,Unending Stream of Life -- David Maslanka
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,17,Data Science,,,53711,32.2259,35.2549,none (just cheese),cat,No,night owl,No,Dakiti - Bad Bunny
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,17,Other (please provide details below).,Computer Science,"Along with CS, I plan to do Data Science, and maybe a certificate on Marketing.",53706,29.1523,48.1212,mushroom,dog,Yes,early bird,Maybe,Dance Monkey - Tones and I
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,20,Business: Finance,,"Economics, Information Systems",53703,43.0731,-89.4012,pepperoni,dog,No,night owl,No,White Room - Cream
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Industrial,N/A,N/A,53706,51.1785,-115.5743,none (just cheese),cat,No,night owl,Yes,green light by lorde
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Science: Physics,,"Data Science, Mathematics",53706,25.2048,55.2708,pepperoni,dog,Yes,night owl,No,AM Gold by Train
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC001,20,Engineering: Mechanical,,,53925,55.9533,-3.1883,pepperoni,cat,No,early bird,Yes,Wonderwall by Oasis 
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC002,19,Other (please provide details below).,economics,,53703,33.6052,-117.8886,pepperoni,dog,No,early bird,Maybe,23 chayce beckham
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Mathematics/AMEP,,,53703,45.374,-84.9556,basil/spinach,dog,Yes,night owl,Maybe,Fire and Rain by James Taylor
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Other (please provide details below).,Atmospheric and Oceanic Science,Mathematics ,53715,45.2464,-93.3028,Other,dog,Yes,early bird,Maybe,Mr. Blue Sky by Electric Light Orchestra
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Computer Science,N/A,N/A,53715,43.0731,-89.4012,sausage,dog,No,night owl,Maybe,What You Know - Two Door Cinema Club
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,18,Statistics,,,53706,44.3,-88.4,pepperoni,dog,Yes,early bird,Maybe,"Sing About me, I'm dying of thirst by Kendrick Lamar"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,22,Business: Actuarial,,"Finance, Risk Management and Insurance",53715,40.015,-105.2705,pepperoni,dog,No,night owl,Yes,Sweet Child O' Mine
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Data Science,,,53711,37.664,127.9,pepperoni,dog,Yes,night owl,Yes,Never go wrong
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,48.8566,2.3522,pepperoni,dog,No,night owl,Yes,moonwalking in the Calabasas by ddg.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC004,20,Engineering: Mechanical,,,53703,39.9481,-74.077,sausage,dog,No,night owl,Yes,Set fire to the rain - Adele
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,18,Data Science,,,53706,25.1204,121.5103,pineapple,cat,No,early bird,No,Studio Ghibli movie music
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Business: Information Systems,NA,Real Estate,53703,18.3368,-64.7281,mushroom,cat,Yes,no preference,Yes,"You Proof, Morgan Wallen"
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC001,18,Engineering: Mechanical,,,53706,63.4195,-18.9986,none (just cheese),dog,Yes,no preference,Yes,Ticking by Zach Bryan
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,18,Science: Biology/Life,,,53706,45.2646,-111.2533,pineapple,dog,Yes,early bird,No,Romeo and Juliet by the Dire Straits
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,37.7654,-122.4511,pepperoni,dog,No,early bird,No,All I Do - Stevie Wonder
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Astronomy/Physics,Physics,53711,43.0731,-89.4012,Other,dog,Yes,night owl,Maybe,Bank Account 21 Savage
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,Idk if this counts but I'm doing the game design certificate,53706,38.9072,-77.0369,pepperoni,cat,No,night owl,Maybe,Osmosis by Good Kid
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Industrial,,,53703,40.4168,-3.7038,sausage,dog,Yes,early bird,No,Pepas by farruco
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,,Data Science,,Statistics,53706,47.1212,-88.5645,pepperoni,dog,No,early bird,Maybe,Party in the USA
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Engineering: Industrial,,,53706,43.6047,1.4442,Other,dog,Yes,night owl,Yes,Cigarettes out the window-Tv Girl
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Engineering: Mechanical,,Business ,53703,27.0993,-82.4315,pepperoni,dog,Yes,no preference,Yes,Island In The Sun
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Science: Biology/Life,,,53706,64.9631,-19.0208,mushroom,cat,No,night owl,Maybe,cardigan - Taylor Swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,,Other (please provide details below).,Journalism,,53706,41.3974,2.13,pepperoni,cat,Yes,no preference,Maybe,Maps - Yeah Yeah Yeahs
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,,Other (please provide details below).,Economics,,53703,47.608,122.3352,Other,cat,Yes,night owl,Yes,Revival Zach Bryan
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Statistics,Mathematics,,53706,50.8476,4.3572,pepperoni,dog,Yes,early bird,Maybe,"New Person, Same Old Mistakes - Tame Impala"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC002,19,Computer Science,N/A,N/A,53706,37.8715,112.5512,sausage,neither,Yes,no preference,Maybe,N/A
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,35.9802,-75.6421,sausage,dog,No,early bird,Yes,Gypsy - Fleetwood Mac
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Engineering: Mechanical,,,53726,45.4408,12.3155,sausage,dog,No,night owl,Yes,Sultans of Swing by Dire Straights
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,40.7128,-73.9352,pepperoni,dog,Yes,night owl,Yes,Virtual Insanity - Jamiroquai
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,39.6403,-106.3709,sausage,dog,Yes,no preference,Maybe,Whiskey Friends by Morgan Wallen
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Engineering: Mechanical,,,53711,39.1907,-106.8192,Other,neither,No,early bird,No,Try that in a small town - Jason Aldean
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Other (please provide details below).,Undecided,,53703,40.7721,-73.9578,none (just cheese),dog,No,night owl,Yes,Company by Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Data Science,,,53706,41.2974,-96.6059,sausage,dog,Yes,night owl,Yes,m.y l.i.f.e. J cole 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Mechanical,,,53703,-33.9014,151.0576,pepperoni,dog,No,no preference,Yes,Zach Bryan - Revival 
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC001,21,Business: Actuarial,,statistics ,53703,23.1291,113.2644,pineapple,dog,Yes,night owl,Yes,love story Taylor swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Other (please provide details below).,I am currently undecided but I am seriously considering Data Science at the moment.,,53715,48.7786,2.45,Other,dog,Yes,night owl,Yes,My Eyes - Travis Scott
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC004,20,Science: Biology/Life,,,53703,-81.7136,-109.3253,pineapple,neither,No,no preference,Maybe,"capybara song
+
+just search it and you will find"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Computer Science,,,53715,41.8781,-87.6298,none (just cheese),dog,No,no preference,No,Too comfortable - Future
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Other,Civil Engineering,Spanish,53715,43.0731,-89.4012,pepperoni,dog,Yes,night owl,Maybe,Aint no mountain high enough - Marvin Gaye
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,22,Computer Science,,Data Science,53703,23.1291,113.2644,basil/spinach,cat,No,night owl,Yes,Bohemian Rhapsody - Queen
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53715,49.1747,-123.0194,green pepper,dog,No,night owl,Yes,"Gangsters Paradise
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Science: Other,Double majoring in Biochemistry and Data Science.,"Data Science, Biochemistry ",53703,32.7157,-117.1611,Other,dog,Yes,night owl,Yes,Don't Stop; Fleetwood Mac
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Biomedical,,,53715,43.0389,-87.9065,sausage,dog,No,early bird,Maybe,505 - Artic Monkeys
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Engineering: Industrial,,Business,53706,46.2388,-97.3636,sausage,dog,No,night owl,Maybe,Solo - Future
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Computer Science,,Data Science,53715,41.8781,-87.6298,Other,cat,No,night owl,Yes,Heartless by The Weeknd
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Statistics,,"Econ, Statistics",53706,55.9502,-3.1875,sausage,dog,Yes,night owl,Yes,Demons by Imagine Dragons
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Computer Science,,My second major is Data Science. My minors are Consulting and Leadership.,53711,34.0522,-118.2437,macaroni/pasta,cat,No,night owl,Yes,Consume by Chase Atlantic
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53706,41.9028,12.4964,sausage,dog,Yes,night owl,Yes,Secrets by The Weekend 
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Business: Finance,,"Finance, Real Estate",53706,38.8707,-106.9809,sausage,dog,Yes,night owl,Maybe,Look after you - The Fray
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Engineering: Mechanical,,,53715,38.9828,-76.8819,basil/spinach,neither,No,night owl,Maybe,The Vampire Masquerade by Peter Gundry
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Engineering: Other,,,53713,43.0663,-89.4049,pepperoni,dog,No,night owl,Yes,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Mechanical,1,1,53711,37,-122,sausage,cat,No,night owl,Yes,For Whom the Bell Tolls by Metallica
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Data Science,,,53706,55.6761,12.5683,sausage,cat,No,no preference,Maybe,Poe Mans Dreams by Kendrick Lamar
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Data Science,,,53703,43,87,sausage,dog,Yes,night owl,Maybe,Better ma. By Pearl jam
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,23,Other (please provide details below).,Information Science,,53703,32.0853,34.7818,pepperoni,dog,No,early bird,No,Funkytown by Lipps
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC001,19,Business: Actuarial,,,53703,48.86,2.35,pepperoni,cat,No,night owl,Yes,imperial - j^p^n
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Data Science,,Statistics,53706,22.3964,114.1095,basil/spinach,neither,No,no preference,Maybe,"""Put Your Records On"" by Corinne Bailey Rae"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Other,Engineering Physics,,53703,44.9204,-93.2802,basil/spinach,dog,Yes,early bird,No,Houdini - Foster the People
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Data Science,,,53703,40.4168,-3.7038,basil/spinach,dog,No,night owl,Yes,19.10 by Childish Gambino
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Data Science,,data science,53703,56,51,mushroom,cat,No,night owl,Maybe,"too many night, metro boomin"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Other (please provide details below).,My major is Economics with Mathematics Emphasis (BS),N/A,53705,51.5074,-0.1278,green pepper,dog,Yes,early bird,Maybe,"English language
+
+Return of the Mack by Mark Morrison
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Engineering: Mechanical,,,53706,45.8,89.7,pepperoni,dog,Yes,night owl,Maybe,Hannukah Song- Adam Sandler
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Business: Other,,,53715,45.9495,-89.151,macaroni/pasta,dog,Yes,early bird,No,More Than a Feeling by Boston
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,57703,74.8,41.33,mushroom,dog,No,night owl,No,Dancing with Myself  by Billy Idol
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53715,29.9511,-90.0715,none (just cheese),cat,No,night owl,No,Shut up and Dance -Walk the moon
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Business: Finance,N/A,Risk Management & Insurance,53711,29.9511,-90.0715,pepperoni,dog,Yes,night owl,Maybe,The jeopardy song
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,43.0389,-87.9065,pepperoni,neither,No,night owl,Yes,"After Last Night by Bruno Mars, Anderson Paak, Silk Sonic "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Other (please provide details below).,Accounting,Information Systems,53703,41.9028,12.4964,mushroom,cat,Yes,early bird,Yes,"Steady Love, Ben Rector"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53726,53.4645,-2.2896,pineapple,cat,Yes,night owl,Yes,"Juke Box Hero 
+
+Foreigner"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,Mathematics ,Data Science ,53715,43.0731,-89.4012,pineapple,dog,Yes,early bird,No,"""The Changing Times"" by Earth, Wind & Fire "
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,23,Engineering: Mechanical,,,53703,40,-76,Other,dog,No,early bird,Maybe,Better Now - Post Malone
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Science: Other,Genetics,N/A,53715,41.8781,-87.6298,Other,dog,No,night owl,Yes,Pursuit of Happiness- Kid Cudi
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Data Science,,Economics,53706,43.0722,89.4008,pepperoni,cat,Yes,night owl,Yes,Caribbean Queen (No More Love On The Run) By Billy Ocean
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Business: Other,,,53706,41.8847,-87.6166,pepperoni,dog,No,night owl,Yes,Overdue (feat. Travis Scott) by Metro Boomin
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Science: Other,Genetics,Certificate: Data Science & Global Health,53715,41.8781,-87.6298,Other,dog,No,night owl,Yes,Pursuit of Happiness- Kid Cudi
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53706,43.0592,141.3555,sausage,dog,No,no preference,Maybe,Top of the World - Carpenters
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Business: Finance,,,53703,43.7696,11.2558,sausage,dog,No,night owl,Yes,Little wing Jimi Hendrix
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,43.2286,-88.1104,pepperoni,dog,Yes,early bird,Yes,"Let's Get It On, Marvin Gaye"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Engineering: Industrial,N/A,Entrepreneurship certificate. ,53715,41,87,pepperoni,dog,Yes,early bird,Maybe,Margaritaville - Jimmy Buffett 
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Data Science,,Possibly business finance ,53706,35.2488,24.9132,pepperoni,dog,Yes,night owl,Maybe,Letter from Houston by Rod Wave 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Engineering: Mechanical,,,53706,43.0731,-89.4012,pepperoni,cat,No,no preference,Maybe,Virtual Insanity - Jamiroquai
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,20,Other (please provide details below).,My major is Information Science.,I'd like to pursue the Data Science Certificate or major as well.,53703,38.1157,13.3615,mushroom,cat,No,early bird,Yes,Snooze by SZA
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Data Science,,,53703,23,114,Other,neither,No,no preference,Maybe,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Engineering: Mechanical,,,53706,43.1101,-87.9074,sausage,dog,No,night owl,Maybe,God's Plan- Drake
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Data Science,,,53705,-19.9173,-43.9346,sausage,dog,Yes,no preference,No,Clube da Esquina 7 - Milton Nascimento
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Data Science,,Journalism,53706,30.3935,-86.4958,macaroni/pasta,dog,Yes,night owl,Maybe,One Man Band by Old Dominion
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Computer Science,,,28431,48.8647,2.349,pineapple,dog,No,night owl,Yes,Here with me by dv4d
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Data Science,,,53703,38.9433,-94.7342,pineapple,cat,No,early bird,Yes,Sun to Me- Zach Bryan
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Engineering: Other,,,53703,40.7608,111.891,pepperoni,dog,Yes,night owl,No,Alors On Danse - Stromae
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Data Science,,,53706,40.7128,-74.006,sausage,dog,No,night owl,Yes,Impossible - Travis Scott
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Mathematics/AMEP,,,53706,64.8367,-147.7389,Other,dog,No,early bird,Yes,Back in Black by AC/DC
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Engineering: Industrial,,,53701,45.1027,-93.4649,sausage,cat,Yes,early bird,Maybe,"I prefer anything country, but my favorite song right now is Life Changes by Thomas Rhett. "
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Biomedical,,,53703,35.2271,-80.8431,pineapple,dog,No,early bird,No,Amazing by Rex Orange County
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Science: Other,I am currently undecided but interested in the STEM and Business fields,,53706,37.3891,-5.9845,basil/spinach,dog,Yes,no preference,Yes,"""If I Can Dream"" by Elvis Presley"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,,Engineering: Mechanical,,,53703,50.0755,14.4378,pepperoni,neither,No,early bird,Maybe,"What You Won't Do For Love by Bobby Caldwell
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Other (please provide details below).,Economics,Data Science,53703,-37.8136,144.9631,pepperoni,dog,Yes,no preference,Maybe,Need to know -John Newman
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Biomedical,BME,N/A,53711,22.54,114,sausage,dog,Yes,no preference,No,A sky full of stars - coldplay
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Engineering: Industrial,,,53706,36.1627,-86.7816,sausage,dog,Yes,night owl,Maybe,Like We Used To by A Rocket To The Moon
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,20,Engineering: Biomedical,,,53719,47.6062,-122.3321,pepperoni,cat,Yes,night owl,Yes,Ex-factor by Lauryn Hill
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Other (please provide details below).,Economics,,53703,53.3501,6.2662,none (just cheese),dog,Yes,night owl,Yes,Heavy Eyes by Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,21,Business: Actuarial,,"Finance, RMI, Economics",53726,42.9765,88.1084,pineapple,dog,Yes,early bird,No,"7 & 7, Turnpike Troubadours"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,22,Other (please provide details below).,Education Studies,Psychology,53703,35.8714,128.6014,pepperoni,cat,No,no preference,Yes,Top of the World - Carpenters
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Other (please provide details below).,Economics,,53706,43,-89,pepperoni,dog,Yes,night owl,Yes,Baby Shark
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Data Science,,Mathematics,53706,37.9659,23.7325,sausage,cat,Yes,night owl,Yes,No Surprises by Radiohead
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,21,Science: Other,environmental sciences,,53703,48.1351,11.582,pepperoni,cat,No,no preference,Maybe,I lived-One Republic
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Data Science,,Mathematics,53715,41.8781,-87.6298,pineapple,dog,No,night owl,No,All My Love by Noah Kahan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,20,Engineering: Biomedical,,,53715,36.16,-86.78,pepperoni,dog,Yes,early bird,No,I Remember Everything by Zach Bryan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,pepperoni,dog,No,early bird,Maybe,Take a Walk by Passion Pit
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Data Science,,CS,53706,26.0745,119.2965,green pepper,cat,Yes,night owl,Yes,We will Rock you
+COMP SCI 319:LEC003,LEC003,27,Other (please provide details below).,Information Science,No,53705,19.7418,-155.8444,none (just cheese),cat,No,no preference,Maybe,Don't look back in anger 
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,53.3456,-6.2559,basil/spinach,dog,Yes,no preference,Yes,"Stick Season, Noah Kahan"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,21,Business: Actuarial,,Risk Management & Insurance,53703,41.3851,2.1734,pepperoni,dog,No,night owl,Maybe,The Other Side of the Door by Taylor Swift
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,22,Science: Physics,,"Mathematics in the Physical and Biological Sciences(BS), Computer Science Certificate ",53703,42.8501,-106.3252,pepperoni,cat,Yes,early bird,Maybe,Dopesmoker - 2022 Remastered Version - Sleep
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC004,20,Other (please provide details below).,Psychology and Spanish,,53701,45.891,-123.9619,basil/spinach,dog,Yes,early bird,Yes,Ella Baila Sola by Peso Pluma
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,My primary field of study is Economics but I am also pursuing a certificate in data science. ,,53703,41.8781,87.6298,pepperoni,dog,No,night owl,Maybe,Hey driver - Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,30.2672,-97.7431,Other,dog,No,no preference,No,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Engineering: Mechanical,,,53703,39.7392,-104.9903,pepperoni,dog,Yes,night owl,Maybe,Nikes on my feet Mac Miller
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Computer Science,,,53703,40.2436,-109.01,pepperoni,dog,No,no preference,Maybe,RAVE RATS VOLUME 1: INTERDIMENSIONAL LIFE by ooxygen
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Business: Information Systems,,,53703,41.8781,-87.6298,basil/spinach,dog,Yes,night owl,Yes,Margaritaville by Jimmy Buffet
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,,Engineering: Mechanical,,,53715,24.4539,54.3773,pepperoni,cat,Yes,early bird,No,IDK
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,21,Engineering: Other,,,53703,48.2082,16.3738,sausage,dog,Yes,night owl,No,Shallow - Lady Gaga
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Business: Information Systems,,BUS: Finance,53706,44.9537,-93.09,sausage,dog,No,night owl,No,"Baby, Justin Bieber"
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,20,Computer Science,,,53703,42.3601,-71.0589,pineapple,dog,No,night owl,Maybe,"Erase Me, Kid Cudi"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,,53715,44.8945,-93.6728,pepperoni,dog,No,night owl,Maybe,Hey Driver- Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53706,47.7502,-90.3356,sausage,dog,No,no preference,Yes,"Fly me to the moon, Frank Sinatra"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Engineering: Industrial,,,53706,59.9139,10.7522,pepperoni,dog,Yes,night owl,Yes,Normal Girl - SZA
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC001,18,Data Science,,,53706,50.0755,14.4378,Other,dog,No,night owl,Yes,Break From Toronto - PARTYNEXTDOOR
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Business: Information Systems,,Accounting,53597,25.7617,-80.1918,pepperoni,cat,No,no preference,Maybe,Graduation - Kanye West
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,39.74,-104.98,mushroom,cat,Yes,night owl,Yes,temperature-sean paul
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Engineering: Biomedical,,,53706,45.4408,12.3155,mushroom,cat,Yes,no preference,No,Santeria by Sublime
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,,53703,45.056,92.8088,basil/spinach,dog,Yes,early bird,No,More Than A Feeling by Boston
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,21,Business: Other,Marketing,,53703,41.4174,2.2122,mushroom,dog,No,early bird,Yes,One of my favorite songs is Pull me out of this by Fred Again
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Computer Science,,,53703,35.6895,139.6917,mushroom,cat,Yes,night owl,Yes,Never gonna give you up -Rick Astley
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,37.4605,-122.1703,sausage,dog,No,no preference,Yes,saturday night
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Business: Information Systems,,Finance,53703,6.5244,3.3792,Other,cat,Yes,early bird,No,The Color Violet - Tory Lanez
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC003,20,Data Science,Comm Arts,no,53703,39.9042,116.4074,pineapple,dog,No,night owl,Maybe,For Tonight --- Giveon
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Industrial,,,53703,39.74,-104.98,mushroom,dog,Yes,night owl,No,"vienna, Billy Joel"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Mechanical,,,53706,49.2764,-0.7056,sausage,dog,Yes,early bird,Maybe,Stairway to Heaven by Led Zeppelin
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Science: Other,economics,DS,53703,31.2304,121.4737,sausage,dog,No,night owl,Yes,“the greatest” Lana Del Rey
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Engineering: Mechanical,,,53706,17.385,78.4867,pepperoni,dog,No,early bird,Maybe,Saint Pablo - Kanye West
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Science: Other,,,53703,44.424,-124.069,basil/spinach,dog,No,night owl,Yes,Waltz No. 2 by Dmitri Shostakovich
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Data Science,,,53715,42.3601,-71.0589,Other,dog,Yes,night owl,Maybe,All Your'n by Tyler Childers
+COMP SCI 319:LEC003,LEC003,,Statistics,,,53715,24.18,102.98,pineapple,neither,Yes,no preference,No, Never gonna give you up
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Engineering: Industrial,,,53703,42.3601,-71.0589,mushroom,dog,No,no preference,Yes,"Heavy Eyes, Zach Bryan
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Science: Biology/Life,,,53703,35.6895,139.6917,none (just cheese),cat,No,night owl,No,Cake by the Ocean by DNCE
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,Economics,Political Science,53715,40.7128,74.006,sausage,dog,No,night owl,Yes,Stacey's Mom
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Data Science,,,53706,22.3312,103.838,pineapple,dog,Yes,no preference,Maybe,"""2 soon"" - keshi"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Computer Science,,Intend to double major in Data Science,53706,41.8844,-87.6191,pineapple,dog,No,night owl,Yes,1998 by Monsune
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Other (please provide details below).,Economics,Data Science Certificate ,53715,40.7128,-74.006,pepperoni,cat,No,night owl,Yes,"It’s all so incredibly loud, Glass Animals"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,dog,No,no preference,Yes,Immortal by 21 Savage
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Data Science,,,53706,41.0082,28.9784,none (just cheese),dog,No,night owl,Yes,Little Dark Age by MGMT
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,20,Computer Science,,,53703,43.0731,-89.4012,pepperoni,dog,Yes,early bird,No,Romeo and Juliet by Peter McPoland
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,20,Data Science,Information Systems,,53706,59.9139,10.7522,Other,dog,No,early bird,Yes,"Deep Down(ft. Never Dull) - Alok
+
+Give it to Me - Timbaland"
+COMP SCI 319:LEC002,LEC001,,Data Science,,,53593,55.9502,-3.1875,pineapple,neither,No,night owl,Maybe,I Will Survive by Gloria Gaynor
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Data Science,,Economics,53703,39.9042,116.4074,pineapple,cat,No,no preference,Yes,LMLY
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Other (please provide details below).,Biochemistry,,53706,51.5099,-0.1278,basil/spinach,dog,Yes,early bird,Yes,Burn Burn Burn by Zach Byran
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,41.8894,12.4924,sausage,dog,No,early bird,Yes,"Houstonfornication, Travis Scott"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Mechanical,,,53703,42.3249,-71.0706,sausage,dog,No,night owl,Maybe,Blood on my jeans - Juice Wrld
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Biomedical,,,53703,18.582,-68.4055,pepperoni,dog,Yes,night owl,No,Rod Wave - Call Your Friends 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Business: Finance,,,53715,41.3851,2.1734,sausage,dog,No,night owl,No,Closer By the Chainsmokers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Science: Other,,,53706,42.3601,-71.0589,Other,dog,No,no preference,No,"Electric Feel, MGMT"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,40.7128,-74.006,none (just cheese),dog,No,night owl,Yes,I dont listen to music
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Business: Actuarial,,Risk Management and Insurance,53703,42.3012,-71.3157,sausage,dog,Yes,night owl,No,Sunday by Earl Sweatshirt
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,22,Data Science,.,.,53706,37.5,127,mushroom,neither,No,early bird,No,snowman - seung hwan jeong
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,43.0731,-89.4012,sausage,cat,No,night owl,Yes,
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Data Science,Economics,Data Science,53706,22.3964,114.1095,none (just cheese),dog,No,night owl,Yes,Black and White by Juice Wrld
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Business: Actuarial,,"Statistics, Risk Management and Insurance, Certificate in Mathematics",53719,43.0731,-89.4012,pepperoni,dog,No,night owl,Yes,"Sovereign Light Cafe, Keane"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC002,20,Computer Science,,,53705,31,-238,pepperoni,dog,No,night owl,Yes,Castle on the Hill - by Ed Sheeran
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53706,37.5665,126.978,pepperoni,neither,No,no preference,No,World to the wise. Matt Corman
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Engineering: Mechanical,N/A,N/A,53715,41.8781,-87.6298,pepperoni,dog,Yes,no preference,Maybe,"STRINGS by MAX, featuring JVKE and Bazzi"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53715,43.0389,-87.9065,sausage,dog,Yes,early bird,Maybe,paranoid- Rio da yung og
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Mechanical,,,53726,41.8614,-87.6114,basil/spinach,dog,Yes,no preference,No,Wildfire by Periphery
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Economics, Data Science,53711,35.7101,139.8107,mushroom,dog,Yes,early bird,Yes,Lemon Tree by the Fools Garden
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC002,21,Engineering: Biomedical,,,53703,38.5385,-75.0617,basil/spinach,cat,Yes,early bird,Maybe,"Be young, be foolish, be happy by The Tams."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Other (please provide details below).,"Still pretty undecided but I am between Computer Science, Data Science, and business. ",,68114,39.7392,-104.9903,pepperoni,dog,No,no preference,Maybe,All Star by Smash Mouth
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,53703,35.5951,-82.5515,pepperoni,dog,Yes,night owl,Yes,Good Days - SZA
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,41.8781,-87.6298,pepperoni,cat,Yes,night owl,Yes,The Adults Are Talking - The Strokes
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53715,22.1565,-100.9855,pepperoni,dog,Yes,early bird,No,FE!N by Travis Scott
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Data Science,,,53706,42.8886,88.0384,green pepper,dog,Yes,night owl,Yes,One of my favorite songs is '98 Braves by Morgan Wallen.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Science: Biology/Life,,,53711,1.2062,103.7959,green pepper,cat,No,early bird,No,Golden Hour by Mark Lee
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,17,Other (please provide details below).,Economics,,53706,51.5074,-0.1278,pepperoni,cat,Yes,night owl,Maybe,A Sky Full Of Stars- Coldplay
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Business: Finance,,Information Systems,53715,42.3601,-71.0589,none (just cheese),dog,Yes,no preference,Maybe,December 1963 (What a Night)
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,21,Science: Biology/Life,,,53706,36.1699,-115.1398,mushroom,dog,No,night owl,Yes,Drive By by Train.
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,44.9105,-93.3487,sausage,dog,No,early bird,No,"Center Point Road by Thomas Rhett, Kelsea Ballerini"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Data Science,,,53706,37.778,-122.42,pepperoni,dog,No,night owl,No,Work Song by Hozier
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Other,Materials Science and Engineering,,53703,51.5074,-0.1278,mushroom,cat,No,early bird,Yes,Good Old-Fashioned Lover Boy - Queen
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,21,Science: Other,Microbiology,,53705,41.8781,-87.6298,pepperoni,cat,No,early bird,No,"So Right, Shaun"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,,Computer Science,,Mathematics,53703,38.707,-9.1356,none (just cheese),dog,No,no preference,Maybe,"Taylor Swift ""Paper Rings"""
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,40.7948,-73.9628,none (just cheese),dog,No,night owl,Yes,sk8er boi - arvil lavinge
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Data Science,Data Science ,Information Science,53706,44.37,-89.81,pepperoni,neither,No,night owl,Yes,How You Like That- Blackpink
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Computer Science,,,53715,43.0731,-89.4012,Other,cat,No,night owl,Yes,Feel Good Inc. by Gorillaz
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC003,20,Data Science,Data Science ,,53711,29.6548,91.1405,pepperoni,dog,No,night owl,Yes,608 by Salt
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Science: Other,Global Health,,53703,41.8781,87.6298,none (just cheese),dog,Yes,early bird,Maybe,Slide by Calvin Harris ft. Frank Ocean & Migos
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Other (please provide details below).,Information Science ,I have two minors; Data Science and Digital Studies ,53703,-87.6298,41.8781,green pepper,cat,No,early bird,Maybe,August by Taylor Swift 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Data Science,,,53703,39.9042,116.4074,none (just cheese),dog,No,early bird,No,If by Bread
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Languages,,,53703,39.74,-105,macaroni/pasta,cat,No,night owl,Yes,Water by Mother Falcon
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Mechanical,,,53715,144,-37,pepperoni,dog,No,no preference,Yes,[Excitable - Def Leppard] (https://www.youtube.com/watch?v=jqVfxWgfWhw)
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,41.3851,2.1734,sausage,dog,No,early bird,Yes,"Memories, by David Guetta."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Engineering: Biomedical,,,53736,41.8781,-87.6298,pineapple,dog,No,night owl,Maybe,softly by clairo 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Engineering: Mechanical,,,53715,59.9139,10.7522,mushroom,cat,Yes,early bird,No,"Perfect places
+
+Artist: Lorde"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Engineering: Mechanical,,,53715,47.0505,8.3053,sausage,dog,Yes,no preference,Yes,"Breathe Deeper, Tame Impala"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Business: Finance,,Information Systems (Business),53703,33.4725,-81.9644,pepperoni,dog,No,night owl,Yes,"Last Train Home, John Mayer."
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,24,Other (please provide details below).,Economics with Mathematical Emphasis ,"Data Science,",53703,42.7165,12.1116,pepperoni,dog,Yes,night owl,Yes,Tiny Dancer by Elton John
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,43.7696,11.2558,pepperoni,dog,No,early bird,No,Pride-Kendrick Lamar
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Business: Other,,,53703,35.6895,139.6917,pineapple,dog,Yes,night owl,Maybe,"Song: Cupid
+
+Artist: FIFTY FIFTY"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Engineering: Industrial,,,53703,41.8781,-87.6298,sausage,dog,No,early bird,No,passionfruit- drake
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53703,39.1031,-84.512,pepperoni,cat,No,early bird,Yes,Call Me Maybe - Carly Rae Jepsen
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Computer Science,,"Data Science
+Game Design certificate",53702,28.7041,77.1025,pepperoni,dog,No,night owl,Yes,Better Now by Post Malone
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Science: Chemistry,,Biochemistry,20016,38.9072,-77.0369,pepperoni,dog,Yes,night owl,Yes,I would rather not answer
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Science: Other,Nutritional Sciences,,53703,41.8781,-87.6298,green pepper,cat,No,early bird,Yes,Sweet Virginia by The Rolling Stones
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53715,25.7575,-80.2515,pepperoni,dog,No,night owl,Yes,Touch the Sky - Kanye West
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Information science,Human development and family studies ,53726,45.4059,-86.9087,pepperoni,dog,No,night owl,Yes,Radio Lana Del Ray 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Data Science,,Mathematics,53706,43.0731,-89.4012,pepperoni,dog,No,night owl,No,"*******************
+Party Rock Anthem, 
+*******************
+
+******
+LMFAO 
+******"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,Pursuing certificate in Data Science. ,53711,35.0116,135.768,mushroom,dog,Yes,night owl,Yes,Nightcall- Kavinsky
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,21,Business: Actuarial,,"Risk Management & Insurance, Finance",53703,37.4467,25.3289,none (just cheese),dog,No,early bird,Maybe,london boy by taylor swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Other (please provide details below).,Economics,Data Science Certificate,53711,40.7131,-74.0072,sausage,dog,Yes,no preference,No,https://www.youtube.com/watch?v=XjN8qEs_K7c&list=PLuVodMYS9xWblpzyNp9CwjERyndPTnCGV&index=6
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53706,44.9232,-93.4853,pepperoni,dog,No,night owl,Yes,Kodachrome- Paul Simon
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Data Science,,,53703,24.4539,54.3773,green pepper,neither,No,night owl,Yes,Kiss The Sky
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Engineering: Mechanical,n/a,n/a,53703,32.7157,-117.1611,pepperoni,dog,Yes,night owl,Maybe,Dancing With Myself by Billy Idol
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,17,Computer Science,,,53706,13.0827,80.2707,pepperoni,dog,No,night owl,No,Starships by Nicki Minaj
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,-,-,53715,44.1782,-88.4772,pepperoni,dog,Yes,night owl,Maybe,Just Wanna Rock - Lil Uzi Vert
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Other (please provide details below).,Economics,Marketing or Mathematics,53706,40,116,pineapple,dog,No,night owl,Maybe,Save Your Tears(Remix) --Ariana Grande& The Weekend
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Science: Biology/Life,,"It's not a secondary major, but I'm completing a certificate in Computer Science.",53562,55.9515,-3.1895,basil/spinach,dog,No,night owl,Yes,"Second Child, Restless Child by The Oh Hellos"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Data Science,,,53597,47.2144,14.7788,Other,cat,No,no preference,Yes,Black Summer - Red Hot Chili Peppers 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Engineering: Industrial,,,53706,24.9905,-77.3897,none (just cheese),dog,No,night owl,Yes,"East Side of Sorrow
+
+Zach Bryan"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Other (please provide details below).,Economics,,53703,42.3601,-71.0589,pepperoni,dog,Yes,night owl,Yes,Life i a Highway - Rascal Flatts
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Data Science,Double majoring in Data Science and Consumer Behavior and Marketplace Studies,Consumer Behavior and Marketplace Studies,53703,35.1796,129.0756,sausage,cat,Yes,night owl,Yes,The Kid Laroi - Always do 
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Statistics,,,53706,37.5519,127.0246,pepperoni,dog,Yes,early bird,Yes,"I have few.
+
+Madvillain : Great Day
+
+Radiohead: Let down
+
+The Strokes: Hard to Explain"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Engineering: Mechanical,,,53703,43.0731,-89.4012,basil/spinach,dog,No,night owl,Yes,Zach Bryan - I remember everything
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Engineering: Industrial,,,53726,40.7128,-74.006,pepperoni,dog,No,night owl,Yes,Bohemian Rhapsody by Queen
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,Engineering: Mechanical,,,53706,43,87,pineapple,dog,Yes,no preference,Yes,Free Bird- Lynyrd Skynyrd
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,41.8781,-87.6298,basil/spinach,dog,Yes,early bird,Yes,"Blue World, Mac Miller "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,Civil Engineering,,53715,44.513,88.013,pepperoni,dog,Yes,night owl,Yes,I Remember You- Skid Row
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,Consumer Behavior and Marketplace Studies,,53726,43.0389,-87.9065,pepperoni,cat,No,night owl,Yes,Supercut by Lorde
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Business: Finance,,,53703,51.5986,-0.0752,sausage,dog,Yes,early bird,Maybe,Today is a Good Day - Ice Cube
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Engineering: Industrial,,,53706,21.593,-158.1034,none (just cheese),dog,No,early bird,Yes,Doses & Mimosas by Cherub
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Mathematics/AMEP,,Data science,53719,-27.4954,-64.8601,basil/spinach,cat,No,early bird,No,Andromeda by Weyes Blood
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Business: Finance,N/A,N/A,53703,41.87,-87.6657,pepperoni,dog,No,no preference,Maybe,The world is yours- Nas
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53711,40.865,-73.4175,macaroni/pasta,dog,No,early bird,Maybe,Piano Man Billy Joel
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Science: Other,Psychology,,53706,22.5429,114.0596,none (just cheese),dog,Yes,no preference,Maybe,Ballad in G minor by Chopin
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Mathematics/AMEP,,,53715,,40.7128,pineapple,cat,No,early bird,Maybe,a little bit yours by jp saxe
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,,Other (please provide details below).,Political Science,,53715,40.7094,-73.8049,pepperoni,dog,No,early bird,No,Deal by Jerry Garcia.
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,"I am a Mechanical Engineer interested in automotive engineering; car design, formula 1 etc.",,53706,45.677,-111.0429,sausage,dog,Yes,night owl,Maybe,"Oklahoma City, Zach Bryan"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,,,53703,42.6507,18.0944,pineapple,dog,No,night owl,Maybe,Sick Love by The Red Hot Chili Peppers
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Biomedical,,,53706,12.9716,77.5946,basil/spinach,dog,No,night owl,Yes,Right Round -  Flo Rida
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Business: Information Systems,,,53715,43.0389,-87.9065,pepperoni,dog,No,night owl,Maybe,Juice World - Wasted
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Science: Other,Economics,,53703,-8.4095,115.1889,Other,dog,No,night owl,No,Sinônimos
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,21,Engineering: Biomedical,,,53703,27.5268,-82.7363,pineapple,dog,No,no preference,Yes,The Last Great American Dynasty by Taylor Swift
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53726,43,-88,pepperoni,dog,No,night owl,Yes,Wonderful World by Sam Cooke
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Psychology ,Data Science Certificate,53703,40.7831,-73.9713,none (just cheese),dog,Yes,early bird,Yes,Doo Wop - Ms. Lauryn Hill
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,n/a,n/a,53703,41.9,-87.63,pepperoni,dog,Yes,early bird,No,Crocs & Wock - Babytron
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Science: Biology/Life,,Psychology,53706,33.198,-96.615,sausage,cat,No,night owl,Maybe,Experience - Ludovico Einaudi
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Statistics,,data science,53706,43.0759,89.3991,mushroom,dog,No,no preference,No,"running up that hill
+
+Kate Bush"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,63105,38.6418,-90.3342,pepperoni,dog,No,night owl,Yes,Ain't No Mountain High Enough by Marvin Gaye and Tammi Terrell.
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,20,Engineering: Mechanical,,,53703,46.0216,-90.135,sausage,dog,No,night owl,Maybe,"Kickstart my heart, Motley Crue"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,22,Science: Chemistry,,,53129,10.7765,106.701,mushroom,cat,No,night owl,No,girls like me don't cry (remix) - thuy ft. MIN
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,25,Other (please provide details below).,Social Work,,53713,46.8537,-91.1071,tater tots,cat,No,no preference,Maybe,Mona Lisa by Dominic Fike
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Data Science,,,53715,48.1934,-0.6643,pepperoni,dog,No,early bird,No,Renegade by Big Red Machine (ft. Taylor Swift)
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Global Health,,53715,13.2263,72.4973,mushroom,dog,Yes,no preference,Yes,Around me - Metro Boomin
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Computer Science,,,53726,41.813,-87.629,pepperoni,dog,No,night owl,Yes,Self Control by Frank Ocean
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Other (please provide details below).,Sociology!,,53703,43.0139,-83.5983,pepperoni,dog,Yes,night owl,Yes,Thneedville by John Powell and Cinco Paul
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,43.1117,-88.5011,pepperoni,dog,No,night owl,Yes,Bucket List by Mitchell Tenpenny
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,,Science: Other,Genetics and genomics ,,53711,42.78,-89.3,pepperoni,dog,No,night owl,Yes,Sunroof- Nicky Youre
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,,Other (please provide details below).,ECONOMIC,,53703,43,-80,none (just cheese),cat,No,night owl,Maybe,WOLVES (Hauzer)
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Other (please provide details below).,Pharmacology & Toxicology,Neurobiology,53706,35.0116,135.768,mushroom,cat,Yes,night owl,Maybe,All In My Head by Whethan
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,,Engineering: Industrial,,,53715,21.3069,-157.8583,tater tots,neither,Yes,early bird,No,Brian's Movie: peach pit
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Business: Information Systems,,Supply Chain Management,53703,44.978,-93.2707,sausage,dog,No,night owl,Yes,"Upside Down, Jack Johnson"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Computer Science,N/A,"Economics, Data Science",53706,33.749,84.388,pineapple,dog,No,no preference,Yes,Ctrl + Del by MegaGoneFree
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Biomedical,,,53706,41.8781,-87.6298,sausage,dog,Yes,night owl,Maybe,Entropy by Daniel Caesar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Engineering: Mechanical,,"electrical engineering
+
+ ",53706,23.9314,120.5641,sausage,neither,Yes,early bird,Yes,"There is a light that never goes out, the Smiths"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics,Data Science,53715,45.4343,12.3388,pepperoni,cat,No,night owl,No,Teenagers by My Chemical Romance
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,57303,38.8339,-104.8214,pepperoni,dog,No,night owl,Yes,Run-Around by Blue Traveler
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Computer Science,,"Statistics, Data Science Certificate, Mathematics Certificate",53715,41.8781,-87.6298,Other,dog,Yes,early bird,Maybe,"FE!N
+
+Travis Scott, Playboi Carti"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Engineering: Industrial,,,53706,47.6062,-122.3321,sausage,dog,No,no preference,Maybe,Sunday Bloody Sunday - U2
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,21,Science: Biology/Life,,,53715,46.7867,92.1005,basil/spinach,dog,Yes,night owl,No,"Santeria, Sublime"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,,Data Science,,Economics,53715,34.0522,-118.2437,sausage,neither,Yes,no preference,Maybe,My favorite one will be The tale of 2 Citiez by J Cole
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Engineering: Other,,International Engineering,53703,40.4168,-3.7038,pepperoni,dog,No,night owl,No,"El Dorado - Zach Bryan
+
+Scenes from an Italian restaurant - Billy Joel
+
+Wouldve could’ve should’ve - Taylor swift"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Engineering: Mechanical,,,53715,48.1351,11.582,sausage,dog,No,no preference,Maybe,In Your Atmosphere (live) - John Mayer 
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,42.3601,-71.0589,macaroni/pasta,cat,Yes,night owl,Yes,Colder weather- Zac brown band 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Data Science,no,Spanish,53706,45.4408,12.3155,pineapple,dog,No,early bird,No,August - Taylor Swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Other (please provide details below).,Communication Arts,Sports Communication Certificate,53703,44.2947,90.8515,pineapple,dog,No,night owl,No,Simulation Swarm - Big Thief
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Science: Physics,,Mathematics,53706,46.2044,6.1432,sausage,dog,Yes,early bird,Yes,The Color Violet - Tory Lanez
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,43.0731,-89.4012,none (just cheese),dog,Yes,no preference,Yes,Starboy - Weeknd
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Other,Chemical engineering,,53706,34.3416,108.9398,pepperoni,cat,No,night owl,Yes,You Belong With Me - Taylor Swift
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC001,18,Engineering: Mechanical,,,53706,43.0597,-88.0269,pineapple,dog,No,no preference,Yes,AA-Isaiah Rashad
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Mechanical,,,53715,41.8781,-87.6298,pepperoni,dog,No,no preference,Maybe,"Margaritaville, Jimmy Buffett"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Other (please provide details below).,Atmospheric and Oceanic science ,Does ROTC count?,53706,47.8864,106.9057,mushroom,dog,Yes,early bird,Yes,"I have a lot lol
+
+Water no get enemy-Fela Kuti is probably my favorite 
+
+I also love 70s rock if you want to talk about bands from then, a little from the 80s "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Data Science,,Personal Finance,53703,51.5074,-0.1278,sausage,dog,No,night owl,Yes,White Iverson - Post Malone
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,53726,43,-89,pineapple,dog,No,early bird,No,Pretty much anything by Led Zeppelin
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Business: Information Systems,N/A,N/A,53713,37.7749,-122.4194,sausage,dog,No,night owl,Yes,GEEKALEEK by OHGEESY
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Business: Finance,,,53703,40.788,-74.3921,sausage,dog,No,early bird,No,"i know you hate me, midwxst"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Data Science,,Political science ,53715,40.7128,-74.006,basil/spinach,dog,Yes,early bird,No,Slide Away by Oasis
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Data Science,,,53706,41.9028,12.4964,pepperoni,dog,Yes,night owl,Yes,Headlines by Drake
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,43.7696,11.2558,macaroni/pasta,dog,No,no preference,Yes,I Remember Everything by Zach Bryan
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Mathematics/AMEP,,computer science,53703,31,121,mushroom,dog,No,night owl,No,lemon tree 
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Business: Finance,,,53703,43.4796,-110.7624,mushroom,dog,Yes,night owl,Yes,shout Pt. 1 and 2 - the isley brothers 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Mathematics/AMEP,,Data Science,53703,39.1031,-84.512,Other,dog,Yes,no preference,Maybe,
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Computer Science,,Data Science,53703,41.8781,-87.6298,pepperoni,dog,No,night owl,Maybe,Cupid by Fifty Fifty
+COMP SCI 319:LEC002,LEC002,25,Business: Other,Business Analytics,None,53705,15.2993,74.124,tater tots,dog,No,early bird,No,Shake it off - By Taylor Swift
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,47.8112,13.055,macaroni/pasta,dog,Yes,night owl,Yes,Flashing Lights by Kanye West
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,22,Statistics,,,53703,37.535,126.99,mushroom,dog,Yes,no preference,Yes,Ghost of you by 5SOS
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,21,Business: Other,,,53703,50.0755,14.4378,Other,dog,Yes,night owl,Yes,Dark Horse. Katy Perry
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Data Science,,,53703,40.6782,-73.9442,pepperoni,dog,Yes,night owl,No,Shiver - Coldplay 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Engineering: Industrial,,,53706,41.9028,12.4964,basil/spinach,dog,No,night owl,Yes,Can't Tell Me Nothing by Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Other (please provide details below).,Economics,,53703,41.8781,-87.6298,pepperoni,cat,No,early bird,No,Too many nights- Metro Boomin 
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Econ BS,Certificates in DS & Consulting,53703,41.8781,-87.6298,basil/spinach,dog,No,night owl,Maybe,Shiver-Coldplay
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,21,Engineering: Biomedical,,,53726,45.17,-93.87,pepperoni,dog,No,night owl,Yes,Eye of the Tiger by Survivor
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53715,-33.8688,151.2093,pepperoni,dog,No,night owl,Maybe,Read My Mind by the Killers
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Engineering: Biomedical,,Computer science or data science,53706,40.7128,-74.006,basil/spinach,dog,No,early bird,Yes,any taylor swift
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Data Science,,,53703,37.5665,126.978,sausage,cat,Yes,night owl,Yes,
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Economics,,53703,34.4208,-119.6982,pepperoni,dog,No,early bird,No,Chicken Fried-Zac Brown Band
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Science: Biology/Life,biochemistry,certificate of data science,53711,31.23,121.47,sausage,dog,No,night owl,No," 
+
+Taylor Swift
+
+Love Story"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Data Science,,Econ,53715,42.3601,-71.0589,sausage,dog,No,night owl,No,Let it Happen Tame Impala
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,21,Other (please provide details below).,Economics,Certificate in Data Science,53703,47.6062,122.3321,pepperoni,dog,No,no preference,Yes,Elton John- Funeral for a Friend/Love Lies Bleeding
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,21,Data Science,,,53715,43.215,-87.9955,Other,dog,Yes,night owl,Yes,
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Business: Information Systems,,"Risk Management and Insurance, Legal Studies",53715,41.8781,-87.6298,mushroom,cat,No,night owl,Yes,"All too Well, Taylor Swift"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Mathematics/AMEP,I'm a double-major in Math and Computer Science. ,I'm a double-major in Math and Computer Science. ,53706,43.073,-89.401,pepperoni,dog,Yes,no preference,Yes,Listen to the Music: The Doobie Brothers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Engineering: Mechanical,,,53707,43.0779,-89.3902,pepperoni,dog,No,early bird,No,"Revival, Zach bryan "
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Data Science,,Economics Major/ Data Science Minor,53703,41.2959,73.7933,none (just cheese),dog,Yes,night owl,Maybe,Sky Full of Stars- Coldplay
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Business: Information Systems,,Business: Finance,53715,39.7392,-104.9903,sausage,cat,No,night owl,Yes,Lose My Mind - Jai Wolf
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Business: Finance,,Econ,53715,21.1619,-86.8515,pepperoni,cat,No,night owl,Maybe,Just the two of us - Washington Jr.
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53703,45.1865,-87.1239,pepperoni,dog,No,no preference,No,Hey Driver- Zach Bryan
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,18,Computer Science,,,53706,36.2048,138.2529,pineapple,dog,Yes,night owl,Maybe,Pretender by OFFICIAL HIGE DANDISM
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,20,Business: Information Systems,,,53598,43.0731,-89.4012,pepperoni,dog,Yes,night owl,Yes,Holiday - Green Day
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,22,Engineering: Other,NA,NA,53703,41.8781,-87.6298,mushroom,cat,Yes,night owl,Maybe,Dancing Queen by ABBA
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Data Science,,,53715,43.7696,11.2558,pepperoni,dog,No,early bird,Maybe,Last Nite-Strokes
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,18,Engineering: Industrial,,,53706,35.6895,139.6917,pepperoni,neither,Yes,early bird,Maybe,"It will Rain - Bruno Mars
+
+Blank Space - Taylor Swift
+
+Right There - Ariana Grande 
+
+Stuck with U - Ariana Grande & Justin Bieber "
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Business: Finance,,,53706,37.9753,23.7361,none (just cheese),dog,No,night owl,Maybe,"Homecoming, Kanye West"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Other (please provide details below).,Economics with certificate in data science ,,53715,45.4408,12.3155,Other,dog,No,early bird,No,Chris Stapleton White Horse
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53703,42.4173,27.6964,sausage,cat,No,no preference,Yes,S91 by Karol G
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Industrial,,,53703,38.288,-85.67,none (just cheese),dog,Yes,night owl,Yes,"Waiting on the world to change, John Mayer"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Business: Information Systems,-,Considering another business major as well as a language certificate,53706,44.3289,-88.5391,pepperoni,dog,No,night owl,Maybe,Surf - Mac Miller
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Engineering: Mechanical,,,53706,43.4782,-110.7627,sausage,dog,Yes,no preference,Yes,Something in the Orange - Zach Bryan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,17,Data Science,,,53706,55.9533,3.1883,sausage,dog,Yes,early bird,Yes,Build Me Up Buttercup by The Foundations
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,35.6528,139.8395,pepperoni,dog,No,night owl,Maybe,"For my hand, Burna Boy feat. Ed Sheeran "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Other (please provide details below).,Economics,,53703,40.4406,-79.9959,sausage,dog,Yes,early bird,Maybe,Take Me Home Country Roads - John Denver
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,22,Science: Biology/Life,,"Data Science, Global Health ",53726,44.9765,-93.2652,pepperoni,dog,Yes,night owl,No,Where The Streets Have No Name - U2
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Other (please provide details below).,I intend to pursue a double major with Neurobiology and Data Science.,-,53706,25.1972,55.2744,mushroom,cat,No,no preference,Yes,Crazy by Aerosmith
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,18,Business: Actuarial,,Data science,53706,40.7128,-74.006,basil/spinach,cat,No,early bird,No,Timeless by Taylor Swift
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Science: Biology/Life,N/a,Certificate in Data Science,53715,43.0739,-89.3852,pineapple,dog,No,night owl,Yes,Hold on We're Going Home by Drake
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Industrial,,,53703,41.3894,2.1588,macaroni/pasta,dog,Yes,no preference,No,"Brazil- Declan Mckenna
+
+British Bombs- Declan McKenna"
+COMP SCI 319:LEC001,LEC001,26,Science: Other,,,53560,55.8931,-3.0666,pepperoni,dog,No,night owl,No,I'm Gonna Be (500 Miles) by the Proclaimers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Other (please provide details below).,GIS/Cartography,"Political Science, Data Science",35715,-88.99,45.1686,pepperoni,dog,Yes,early bird,Yes,With Arms Wide Open - Creed
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Other (please provide details below).,"My primary major is Economics.
+
+ ",and my second major is Data Science.,53715,17.385,78.4867,mushroom,dog,No,no preference,Yes,"Say you won't let go- James Arthur
+
+GASOLINA- Daddy Yankee"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Mathematics/AMEP,,,53705,1.3521,103.8198,Other,cat,No,no preference,Yes,"Held Up in New York City - Mia Lailani, Devan Ibiza"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Business: Actuarial,,Risk management,53706,39.1333,117.1833,mushroom,cat,No,night owl,Yes,"One of my favorite songs is ""Maroon .45"" by ME3CH."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Other (please provide details below).,economics,statistics,53706,39.9042,116.4074,mushroom,neither,Yes,night owl,Yes,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,22,Science: Biology/Life,,,53703,50.0755,14.4378,sausage,dog,Yes,early bird,No,Hundred by Khalid 
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53706,37.5665,126.978,sausage,dog,No,early bird,Maybe,Don't look back in anger- Oasis
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Data Science,,Economics,53703,87.6298,41.8781,sausage,dog,No,early bird,Yes,"Franklins Tower, Dead and Company 7/14/2018"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Mechanical,,,53715,43.0731,-89.4012,pineapple,dog,Yes,night owl,Maybe,PRIDE. by Kendrick Lamar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,21,Data Science,,,53711,44.5133,-88.0158,sausage,dog,Yes,early bird,No,When the Levee Breaks - Led Zeppelin
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,20,Computer Science,,,53703,43.771,11.2486,pepperoni,dog,Yes,early bird,Yes,Paranoid - Black Sabbath
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Other (please provide details below).,Business: Information Systems & Data Science Double Major,N/A,53706,44.5133,-88.0133,sausage,dog,No,early bird,Maybe,Another is Waiting - The Avett Brothers
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Business: Finance,,,53703,41.8781,87.6298,pepperoni,dog,No,night owl,Maybe,rich spirit by Kendrick Lamar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,,Computer Science,,,53705,55.6761,12.5683,pepperoni,dog,No,night owl,Yes,Drunk in the morning - Lukas Graham
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,20,Computer Science,,,53703,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Someday - The Strokes
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Science: Biology/Life,,,53706,32.22,-80.75,pepperoni,dog,Yes,no preference,Maybe,Homegrown by Zac Brown Band
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,41.8781,87.6298,Other,dog,Yes,early bird,Yes,Constellations - Jack Johnson
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,53706,34.0549,118.2426,sausage,dog,Yes,night owl,Yes,"Come On Eileen 
+
+By Dexys Midnight Runners "
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,40.7128,74.006,pepperoni,cat,Yes,early bird,Yes,Free Bird - Lynyrd Skynyrd
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53703,40.416,-3.703,pepperoni,dog,Yes,no preference,Maybe,"come as you are, nirvana"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Clarity by Zedd 
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics Major ,Data Science Certificate or Minor,53706,22.3964,114.1095,sausage,dog,Yes,night owl,Maybe,The Less I know The Better - Tame Impala
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Engineering: Mechanical,,,53715,44.9778,-93.265,pineapple,dog,Yes,early bird,No,Superposition Daniel Caesar
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Science: Chemistry,,,53706,41.3851,2.1734,basil/spinach,dog,Yes,early bird,No,Don't Stop Believing by Journey 
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,59.9115,10.7579,pepperoni,dog,Yes,no preference,Maybe,Apologize - OneRepublic
+COMP SCI 319:LEC001,LEC001,23,Science: Other,,,53726,43.0389,-87.9065,sausage,dog,No,early bird,Yes,Homesick - Noah Kahan
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Science: Biology/Life,,,53706,46.7867,92.1005,pineapple,cat,Yes,early bird,Yes,Birdhouse In Your Soul (They Might Be Giants)
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53703,44,-94,pineapple,dog,Yes,early bird,Maybe,Rick Astley- Never Gonna Give You Up
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,21,Data Science,,,53705,65.6466,-21.643,macaroni/pasta,cat,Yes,no preference,No,Choose Life by Poorstacy
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,19,Computer Science,,,53706,40.7128,-74.006,pineapple,cat,No,early bird,No,Love Story- Taylor Swift
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Mathematics/AMEP,,,53703,,,pepperoni,neither,No,night owl,Yes,"雪distance - Capper
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,17,Data Science,,,53706,51.7692,19.4018,basil/spinach,cat,Yes,night owl,Maybe,Eventually by Tame Impala
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,17,Data Science,,,53706,48.857,2.352,none (just cheese),dog,Yes,night owl,No,Clean by Taylor Swift
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,My primary major is economics and I will major in Business (Actuarial Science or Accounting).,"As a secondary major, I have an interest in Data Science.",53703,36,127.7,Other,dog,Yes,night owl,Yes,"Vancouver - BIG Naughty
+
+ "
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,37.9598,-104.8202,mushroom,dog,Yes,night owl,Maybe,Hotel California by the Eagles
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Data Science,,,53706,40.628,14.485,sausage,dog,No,night owl,Yes,No More by Jazzmeia Horn
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Data Science,,,53706,43.4203,-88.1865,none (just cheese),dog,No,early bird,Yes,Style - Taylor Swift
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,21,Computer Science,,,53703,40.7128,-74.006,mushroom,cat,Yes,night owl,Maybe,"Welcome to New York, Taylor Swift"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,25.2048,55.2708,pineapple,cat,No,night owl,Yes,90210 - Travis Scott
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Science: Biology/Life,,,53706,39.6636,105.8792,basil/spinach,dog,Yes,early bird,No,We'll All Be Here Forever by Noah Kahan
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC001,18,Engineering: Mechanical,,,53706,44.5937,-93.4329,pepperoni,dog,No,no preference,Yes,One Beer - MF DOOM
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,"I'm a Dairy Science major, but am pursuing a Data Science certificate.",,53726,42.36,71.1,sausage,dog,No,night owl,Yes,Secrets by One Republic
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Business: Finance,,Information systems  ,53706,3.139,101.6869,none (just cheese),cat,No,no preference,Yes,"Knocking on Heavens Door, Guns n roses"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53703,,,pepperoni,dog,No,early bird,Maybe,This Town's Been Too Good To Us by Dylan Scott
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,19,Engineering: Other,,,53706,44.9608,-89.6302,none (just cheese),dog,Yes,night owl,No,Need a Favor - Jelly Roll
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,21,Engineering: Biomedical,,,53703,32.7765,-79.9311,pepperoni,cat,No,no preference,No,Revival - Zach Bryan
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,53706,38.9072,-77.0369,sausage,dog,No,night owl,Yes,White Lies- Max Frost
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Other (please provide details below).,Education Studies,,53703,30.5728,104.0668,mushroom,cat,No,no preference,Maybe,Hindenburg lover-Anson Seabra
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,21,Statistics,,,53715,30,20,pineapple,cat,No,night owl,Yes,hello from adele
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Mechanical,,,53706,44.3009,-90.9505,none (just cheese),cat,Yes,early bird,No,"All along the watchtower, Jimi Hendrix"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC005,18,Engineering: Industrial,,,53706,30.3539,97.7702,sausage,cat,Yes,early bird,Maybe,Pink + White by Frank Ocean
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,40.4855,-106.8336,pineapple,neither,No,night owl,Maybe,"Viva La Vida - Coldplay
+
+ 
+
+ "
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,"Economics, English",53706,60.3913,5.3221,sausage,dog,Yes,no preference,Yes,Before the Sun - Greg alan isakov
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53703,40.7128,-74.006,basil/spinach,cat,No,early bird,Yes,"Moonlight on The River, Mac Demarco"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,Engineering: Biological Systems ,,53703,43.0731,-89.4012,pineapple,dog,Yes,early bird,No,Fast Car by Luke Combs
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Data Science,,,53706,25.7617,-80.1918,pepperoni,dog,Yes,night owl,Yes,Favorite Song Toosii
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,32,Other (please provide details below).,Consumer Behavior and Marketplace Studies,"Digital Studies, Business Cert for non-business majors",53719,23.1136,-82.3666,Other,dog,No,no preference,Yes,Arctic Monkey’s - Do I wanna Know ( Dua Lipa Cover) 
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC003,,Engineering: Industrial,,,53703,36.058,103.79,pineapple,cat,No,night owl,No,<<Love Story>>; Taylor Swift; 
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics,Spanish,53703,37.3891,-5.9845,basil/spinach,cat,Yes,early bird,No,Everybody wants to rule the world by Tears for fears
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Mechanical,,,53715,38.6973,-9.4218,pepperoni,dog,No,night owl,Yes,Go Your Own Way - Fleetwood Mac
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,n/a,n/a,53706,42.1491,-84.0202,sausage,dog,Yes,night owl,Yes,TNT by AC DC
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Biomedical,,,53703,35.6895,35.6895,mushroom,dog,No,night owl,Yes,Threat to Joy- Strokes
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,17,Data Science,,I am double majoring in data science and economics.,53706,41.7851,-88.2471,basil/spinach,dog,No,night owl,Yes,Back to December by Taylor Swift
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Science: Biology/Life,,,53706,44.98,93.27,sausage,cat,Yes,night owl,Yes,Fade Into You - Mazzy Star
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53590,47.9972,7.8538,pepperoni,dog,No,early bird,Maybe,Bohemian Rhapsody - Queen
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Engineering: Biomedical,,,53706,41.9,12.5,Other,neither,Yes,night owl,Maybe,Getaway car
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Engineering: Mechanical,,,53706,45.61,-94.21,basil/spinach,dog,Yes,no preference,No,Everybody Wants to Rule the World - Tears For Fears
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,,Engineering: Mechanical,,,53703,40.4168,3.7038,pepperoni,cat,No,early bird,No,One of then is Find Your Flame by SEGA
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Data Science,,,53706,35.6895,139.6917,pepperoni,dog,Yes,night owl,Yes,Hotel California - Eagles
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Data Science,,Spanish,53706,46.7828,-92.1055,none (just cheese),dog,Yes,early bird,Yes,Stacy's Mom
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53703,40.7128,-74.006,mushroom,dog,Yes,early bird,No,All my love - Noah Kahan
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Engineering: Industrial,,,53706,32.8262,-117.2642,pineapple,dog,No,night owl,Maybe,"Down Low, Dombresky"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,Undecided ,,53706,64.1472,-21.9424,pepperoni,dog,Yes,no preference,Maybe,i by Kendrick Lamar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Other (please provide details below).,Economics w data science certificate,,53703,40.7306,-73.9352,pepperoni,dog,Yes,night owl,Yes,Schizo - Travis Scott & Young Thug
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Business: Other,Management & Human Resources,Data Science,53706,10.8231,106.6297,mushroom,dog,No,night owl,Maybe,Flowers - Miley Cyrus
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Computer Science,,,53534,43.0739,-89.3852,sausage,dog,No,no preference,Yes,All I wanna do-Jay Park
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,41.8781,-87.6298,Other,dog,Yes,no preference,Yes,surf - mac miller
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Mechanical,,,53715,23.7142,-166.205,pepperoni,dog,No,night owl,Maybe,Somthing in the Orange (Zack Bryan)
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,N/A,53706,40.5509,14.2429,pepperoni,cat,No,early bird,Yes,"Any Taylor Swift Song, one including Fearless"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Engineering: Mechanical,,,53562,19.0533,-104.3161,macaroni/pasta,dog,No,early bird,Yes,Escape (The Pina Colada Song) - Rupert Holmes
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,43.0731,-89.4012,pineapple,cat,Yes,night owl,Yes,Anything by Taylor Swift (must be Taylor's Version if the album is available) 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Engineering: Industrial,,Data Science ,55424,21.1743,-86.8466,pineapple,dog,Yes,no preference,Maybe,Some nights - fun.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Other (please provide details below).,I am a sociology major.,A few minors but no other majors at this point. ,53726,43,-88,green pepper,dog,Yes,night owl,Yes,Natural Mystic - Bob Marley
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Engineering: Industrial,,,53705,34.6819,112.4681,green pepper,neither,No,night owl,Yes,"Komm, süßer Tod (come on sweet death)"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Data Science,,,53706,-22.9068,43.1729,Other,dog,Yes,night owl,Yes,Red Red Wine by UB40
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,21,Engineering: Mechanical,,,53711,44.9932,-93.5635,sausage,dog,Yes,night owl,Yes,Chan Chan; Bueno Vista Social Club 
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,economics,political science,53715,41.9,12.5,basil/spinach,cat,No,early bird,No,sundress Asap Rocky
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Computer Science,,Mathematics,53703,,,pineapple,cat,No,night owl,Maybe,"Blinding Lights, The Weeknd "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,,Science: Biology/Life,,,53706,23.0033,120.2588,none (just cheese),dog,No,no preference,Yes,It's a Kind of Magic - Queen
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,20,Data Science,,,53706,34.4208,-119.6982,pineapple,dog,No,early bird,Yes,Cigarette Daydreams by Cage the Elephant
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,pepperoni,dog,No,night owl,Yes,Can't Tell Me Nothing - Kanye West 
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Other (please provide details below).,Political Science,data science,53706,39.2783,-74.5755,sausage,dog,No,night owl,Yes,Goodmorning by bleachers
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC001,19,Other (please provide details below).,A double major in Data Science and Economics,,53706,39.0742,21.8243,sausage,dog,No,no preference,Yes,New Romantics - Taylor Swift
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Engineering: Mechanical,,,53715,39.9527,-75.164,sausage,dog,Yes,early bird,Yes,Golden Hour- jVke
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Data Science,,I am also planning to major in Business Management.,53706,35.6528,139.8395,pepperoni,dog,No,night owl,Maybe,"I do not really have a specific favorite song, but my all-time favorite genres are rocks with bands like Queens, The White Stripes, Linkin Park,...But mostly I listen to unlyrical songs like phonk and lofi depending on the mood. "
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,21,Science: Physics,,,53726,43.0731,-89.4012,green pepper,cat,No,night owl,No,Gymnopedie No. 1 - Eric Satie
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,39.6003,-105.9831,sausage,dog,No,night owl,Yes,Istanbul (Not Constantinople)
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Industrial,,,53715,19.7193,-156.0013,pepperoni,dog,No,night owl,Yes,Cuccurucucù by Franco Battiato
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Other (please provide details below).,Economics,Possibly mathematics,53706,42.3601,-71.0589,macaroni/pasta,dog,No,night owl,Yes,Castle on the Hill by Ed Sheeran
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,19,Other (please provide details below).,Information Science ,Political Science,53715,41.8781,-87.6298,pepperoni,cat,Yes,early bird,No,Both - Tiesto & BIA 
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,Communication,,53715,45.0557,-92.8101,basil/spinach,dog,No,no preference,Maybe,"Meet me in the morning, Bob Dylan"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Computer Science,,,53706,35.6067,-220.2139,pepperoni,cat,No,night owl,Yes,24k magic- Bruno Mars
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Statistics,,,53703,-36.8485,174.7633,pepperoni,cat,No,night owl,Yes,Eastside Banny Blanco
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Business: Actuarial,,,53703,-33.8688,151.2093,pepperoni,dog,Yes,night owl,Yes,I Remember Everything by Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC005,18,Data Science,,,53703,40.7128,74.006,none (just cheese),dog,No,night owl,Yes,Revival by Zach Bryan
+COMP SCI 319:LEC002,LEC002,30,Science: Other,Geoscience,,53703,-63.9755,-57.9712,basil/spinach,dog,Yes,early bird,Yes,Un Dia - Juana Molina
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Engineering: Mechanical,na,na,53704,,,sausage,cat,No,early bird,Maybe,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Engineering: Mechanical,,,53706,43.0731,-89.4012,pepperoni,cat,No,night owl,Yes,No Plan By Hozier
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,23,Computer Science,,,53705,30.2741,120.1551,macaroni/pasta,neither,Yes,no preference,No,soaring-TomLeevis
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53726,18.15,-65.8,sausage,dog,Yes,night owl,Maybe,Its all coming back to me now by Celine Dion
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Science: Biology/Life,,,53715,39.9042,116.4074,sausage,cat,No,night owl,Maybe,"[米津玄師 - アンビリーバーズ , Kenshi Yonezu - Unbelivers] (https://www.youtube.com/watch?v=naJcqMBbAn4)"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Statistics,,mathematics ,53706,35.86,104.2,sausage,cat,No,no preference,Maybe,Lemon Tree by Fools Garden
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,Mathematics,53706,41.8781,-87.6298,pepperoni,cat,No,no preference,Yes,Kon Queso by MF DOOM
+COMP SCI 319:LEC001,LEC001,22,Computer Science,,,53703,45.576,13.8475,pepperoni,dog,No,early bird,No,i dont know
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,53706,35.6895,139.6917,pepperoni,dog,Yes,early bird,Yes,Levels - Sidhu Moosewala
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53703,29.6548,91.1405,green pepper,cat,Yes,early bird,No,Perfect by Ed Sheeran 
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Economics,,53715,64.1472,-21.9424,Other,cat,No,no preference,Maybe,
diff --git a/s24/AmFam_Ashwin/14_Lists/Lecture Code/project.py b/s24/AmFam_Ashwin/14_Lists/Lecture Code/project.py
new file mode 100644
index 0000000000000000000000000000000000000000..4f849c570d4d9a05f8871f55dc337ab0f1aab36e
--- /dev/null
+++ b/s24/AmFam_Ashwin/14_Lists/Lecture Code/project.py	
@@ -0,0 +1,78 @@
+__student__ = []
+
+
+def __init__():
+    """This function will read in the csv_file and store it in a list of dictionaries"""
+    reload()
+            
+def reload():
+    """Reloads the data from the CSV file"""
+    import csv
+    __student__.clear()
+    with open('cs220_survey_data.csv', mode='r', encoding='utf-8') as csv_file:
+        csv_reader = csv.DictReader(csv_file)
+        for row in csv_reader:
+            __student__.append(row)
+
+def count():
+    """This function will return the number of records in the dataset"""
+    return len(__student__)
+
+
+def get_lecture(idx):
+    """get_lecture(idx) returns the lecture of the student in row idx"""
+    return __student__[int(idx)]['Lecture']
+
+
+def get_section(idx):
+    """get_lecture(idx) returns the section of the student in row idx"""
+    return __student__[int(idx)]['section']
+
+
+def get_age(idx):
+    """get_age(idx) returns the age of the student in row idx"""
+    return __student__[int(idx)]['Age']
+
+
+def get_primary_major(idx):
+    """get_primary_major(idx) returns the primary major of the student in row idx"""
+    return __student__[int(idx)]['Primary major']
+
+
+def get_other_majors(idx):
+    """get_other_majors(idx) returns the secondary major of the student in row idx"""
+    return __student__[int(idx)]['Other majors']
+
+
+def get_zip_code(idx):
+    """get_zip_code(idx) returns the residential zip code of the student in row idx"""
+    return __student__[int(idx)]['Zip Code']
+
+
+def get_pizza_topping(idx):
+    """get_pizza_topping(idx) returns the preferred pizza toppings of the student in row idx"""
+    return __student__[int(idx)]['Pizza topping']
+
+def get_cats_or_dogs(idx):
+    """get_cats_or_dogs(idx) returns whether student in row idx likes cats or dogs"""
+    return __student__[int(idx)]['Cats or dogs']
+
+def get_runner(idx):
+    """get_runner(idx) returns whether student in row idx is a runner"""
+    return __student__[int(idx)]['Runner']
+
+def get_sleep_habit(idx):
+    """get_sleep_habit(idx) returns the sleep habit of the student in row idx"""
+    return __student__[int(idx)]['Sleep habit']
+
+def get_procrastinator(idx):
+    """get_procrastinator(idx) returns whether student in row idx is a procrastinator"""
+    return __student__[int(idx)]['Procrastinator']
+
+
+def get_song(idx):
+    """get_procrastinator(idx) returns the student in row idx favorite song"""
+    return __student__[int(idx)]['Song']
+
+
+__init__()
diff --git a/s24/AmFam_Ashwin/15_CSV_Files/15_CSV_Files.pdf b/s24/AmFam_Ashwin/15_CSV_Files/15_CSV_Files.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..e2e77621cd62860ea16ad4c3e6b6b00cfc959252
Binary files /dev/null and b/s24/AmFam_Ashwin/15_CSV_Files/15_CSV_Files.pdf differ
diff --git a/s24/AmFam_Ashwin/15_CSV_Files/15_CSV_Files.pptx b/s24/AmFam_Ashwin/15_CSV_Files/15_CSV_Files.pptx
new file mode 100644
index 0000000000000000000000000000000000000000..843b20f2e1b52e24b59840a209253a00047b2fa2
Binary files /dev/null and b/s24/AmFam_Ashwin/15_CSV_Files/15_CSV_Files.pptx differ
diff --git a/s24/AmFam_Ashwin/15_CSV_Files/Lecture Code/Lec_15_CSVs_Solution.ipynb b/s24/AmFam_Ashwin/15_CSV_Files/Lecture Code/Lec_15_CSVs_Solution.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..22fe9d9a111e187ee4f645a9105a49887854ef97
--- /dev/null
+++ b/s24/AmFam_Ashwin/15_CSV_Files/Lecture Code/Lec_15_CSVs_Solution.ipynb	
@@ -0,0 +1,35773 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1: Take a look at some list methods\n",
+    "\n",
+    "List methods [here](https://www.w3schools.com/python/python_ref_list.asp)..."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dairy = [\"milk\", \"ice cream\", \"cheese\", \"yogurt\", \"butter\"]\n",
+    "\n",
+    "# use the .index() method to get the index of \"ice cream\"\n",
+    "dairy.index(\"ice cream\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: Because a list is a sequence, we can use the `in` operator"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "peanut butter is not dairy\n",
+      "milk is dairy\n",
+      "bread is not dairy\n",
+      "cheese is dairy\n",
+      "YOGURT is dairy\n"
+     ]
+    }
+   ],
+   "source": [
+    "food_shelf = [\"peanut butter\", \"milk\", \"bread\", \"cheese\", \"YOGURT\"]\n",
+    "for item in food_shelf:\n",
+    "    if item.lower() in dairy:\n",
+    "        print(item, \"is dairy\")\n",
+    "    else:\n",
+    "        print(item, \"is not dairy\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# CS220: Lecture 15\n",
+    "\n",
+    "\n",
+    "## Learning Objectives\n",
+    "After this lecture you will be able to...\n",
+    "- Open an Excel file and export it to a Comma Separated Value file.\n",
+    "- Open a CSV file in TextEditor/Jupyter and connect the elements of the CSV file to the rows and columns in the spreadsheet.\n",
+    "- Use pre-written Python code to read a CSV file into a list of lists.\n",
+    "- Write Python statements with double list indexing to access any element of a CSV file via a list of lists.\n",
+    "- Write code that answers questions about CSV data by writing for loops on lists of lists."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Reading a CSV"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Store the contents of the CSV file into Python lists"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# adapted from https://automatetheboringstuff.com/chapter14/\n",
+    "import csv\n",
+    "\n",
+    "def process_csv(filename):\n",
+    "    # open the file, its a text file utf-8\n",
+    "    example_file = open(filename, encoding=\"utf-8\")\n",
+    "    \n",
+    "    # prepare it for reading as a CSV object\n",
+    "    example_reader = csv.reader(example_file)\n",
+    "    \n",
+    "    # use the built-in list function to convert this into a list of lists\n",
+    "    example_data = list(example_reader)\n",
+    "    \n",
+    "    # close the file to tidy up our workspace\n",
+    "    example_file.close()\n",
+    "    \n",
+    "    # return the list of lists\n",
+    "    return example_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Call the `process_csv` function and store the list of lists in `cs220_csv`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[['section',\n",
+       "  'Lecture',\n",
+       "  'Age',\n",
+       "  'Primary major',\n",
+       "  'Other Primary Major',\n",
+       "  'Other majors',\n",
+       "  'Zip Code',\n",
+       "  'Latitude',\n",
+       "  'Longitude',\n",
+       "  'Pizza topping',\n",
+       "  'Cats or dogs',\n",
+       "  'Runner',\n",
+       "  'Sleep habit',\n",
+       "  'Procrastinator',\n",
+       "  'Song'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic Science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.256',\n",
+       "  '-88.409',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Kanye'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '51.5072',\n",
+       "  '-0.1257',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Eyes Closed by Ed Sheeran\\xa0'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Eight - IU'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Engineering Undecided',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.9241',\n",
+       "  '-93.3474',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Feathered Indians, Tyler Childers'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Post malone -overdrive'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'No secondary majors\\xa0',\n",
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+       "  '51.5072',\n",
+       "  '0.1276',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No Role Modelz\\xa0 - J. Cole\\xa0'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '17',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '53706',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Do Not Disturb - Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5683',\n",
+       "  '157.3409',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.5133',\n",
+       "  '88.0133',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pyro\\xa0\\n\\n\\xa0\\n\\nKings of Leon'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Global Health',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'everywhere by fleetwood mac'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '54601',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'bando playboy carti'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0658',\n",
+       "  '-87.9671',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Today was a good day by Ice Cube'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'data science',\n",
+       "  '53703',\n",
+       "  '43.0766',\n",
+       "  '-89.3972',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nikes on my feet - Mac Miller'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53558',\n",
+       "  '45.0854',\n",
+       "  '93.0081',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Last Night - Morgan Waller'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '28.3852',\n",
+       "  '-81.5639',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Paradise\\xa0 -- Coldplay'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '17',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '32.0809',\n",
+       "  '-81.0912',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Cupid de Locke - the Smashing Pumpkins'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53716',\n",
+       "  '77.82',\n",
+       "  '86.48',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Violent crimes\\xa0\\n\\nKanye west'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '28',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '24.8801',\n",
+       "  '102.8329',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No，I hardly listen to music.'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic Sciences\\xa0',\n",
+       "  'Journalism\\xa0',\n",
+       "  '53706',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dancing Queen\\xa0\\n\\nBy Abba\\xa0'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53703',\n",
+       "  '25.7',\n",
+       "  '-80.2',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'All Me by Drake'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53704',\n",
+       "  '0',\n",
+       "  '0',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'WYS - Snowman'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0833',\n",
+       "  '-89.3725',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Fly Love by Jamie Foxx'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '33.3062',\n",
+       "  '111.8413',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nerves by DPR Ian'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '35.6528',\n",
+       "  '139.8395',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Us by milet'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Comp sci, certificate in economic analytics',\n",
+       "  '53715',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Everlong - Foo Fighters'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'BS Art',\n",
+       "  '',\n",
+       "  '53593',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mariah Carey - All I Want for Christmas Is You'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.07',\n",
+       "  '-89.4',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vienna by Billy Joel'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53175',\n",
+       "  '42.8646',\n",
+       "  '-88.3332',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Temperature by Sean Paul'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53706',\n",
+       "  '47.6081',\n",
+       "  '-122.0117',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fly High!!, Burnout Syndrome\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '34',\n",
+       "  '5',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'say so - doja cat'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '47',\n",
+       "  '86',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '7 Years - Lukas Graham'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
+       "  'information science',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '29.4393',\n",
+       "  '106.4556',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'love story'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'Sociology',\n",
+       "  '53703',\n",
+       "  '43.07',\n",
+       "  '-89.4',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Cudi Zone- Kid Cudi'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Peppas - Farruko'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '38258',\n",
+       "  '46.3131',\n",
+       "  '-91.4905',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No Remorse Metalica'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '3.2028',\n",
+       "  '73.2207',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Rich Men North of Richmond\\n\\nOliver Anthony'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Never Gonna Give You Up -Rick Astley\\n\\n\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '1134',\n",
+       "  '40.4111',\n",
+       "  '-105.6413',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Out of Touch by Daryl Hall and John Oats'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Public Health and Policy',\n",
+       "  '53706',\n",
+       "  '37.5',\n",
+       "  '126.9',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'No One Else Like You(Adam Levine)'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pursuit of Happiness by Kid Cudi'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '12.957',\n",
+       "  '77.401',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Out of Touch by Hall and Oates'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Where the Boat Leaves From By Zac Brown Band'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'bme',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'noah kahan - mess'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.0476',\n",
+       "  '-77.132',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ with math emphasis (photography certificate)\\n\\n\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '-41.2865',\n",
+       "  '174.7762',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'None.\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Sultans of Swing - Dire Straits'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '45.3733',\n",
+       "  '84.9553',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'kimdracula - deftones'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is Economics.',\n",
+       "  \"I'm planning to get data science certificate.\",\n",
+       "  '53715',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dandelions - Ruth B.'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '40.7',\n",
+       "  '-74',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"I don't really have a favorite song.\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer behavior and marketplace studies.',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Love Story - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bright Size Life by Pat Metheny'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'I am considering majoring in Genetics as well',\n",
+       "  '53706',\n",
+       "  '45.6378',\n",
+       "  '-89.4113',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Young Girls - Bruno Mars'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"Wont Back Down\"\\n\\n-Tom Petty'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Genetics',\n",
+       "  'Data science',\n",
+       "  '53706',\n",
+       "  '42.0262',\n",
+       "  '-88.0697',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Merrry-Go-Round of life by joe Hisaishi'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '\"a lot\" by 21 savage'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '31.2244',\n",
+       "  '121.4692',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'ハゼ馳せる果てるまで \\xa0by ずっと真夜中でいいのに'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'i’m considering a double major in economics or political science\\xa0',\n",
+       "  '53703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'alien superstar by beyoncé\\xa0'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Mathematics/AMEP',\n",
+       "  'N/A',\n",
+       "  'Certificate in Data Science',\n",
+       "  '53703',\n",
+       "  '19.4326',\n",
+       "  '-99.1332',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Runaway by Kanye West (Fyi: it’s a 10 min song)'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'you belong with me by taylor swift'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '38.752',\n",
+       "  '48.8466',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Kerosene -Crystal Castles'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics and Psychology\\xa0',\n",
+       "  'Possibly a Data science minor\\xa0',\n",
+       "  '53703',\n",
+       "  '40.4406',\n",
+       "  '-79.9959',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Wonderwall - Oasis'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Mathematics and Economics',\n",
+       "  '53703',\n",
+       "  '86.9212',\n",
+       "  '40.4237',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Christmas List by Anson Seabra'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53708',\n",
+       "  '42.3611',\n",
+       "  '-71.0571',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sultans of Swing by Dire Straits'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Chemistry',\n",
+       "  '',\n",
+       "  'None',\n",
+       "  '53715',\n",
+       "  '37.5683',\n",
+       "  '126.9978',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Under the bridge - Red Hot Chili Peppers'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data science.\\xa0',\n",
+       "  '53703',\n",
+       "  '36.6769',\n",
+       "  '117.1201',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heat waves by Glass Animals'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hey ya- outkast'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53704',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'The adults are talking-The strokes'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53706',\n",
+       "  '24.5551',\n",
+       "  '-81.78',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Circles- bangers only & fawlin'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Upside Down, Jack Johnson'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Secondary major: Computer Science',\n",
+       "  '53711',\n",
+       "  '35.6528',\n",
+       "  '139.8395',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mayonaka no Door / Stay With Me'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'maybe data science',\n",
+       "  '53703',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dancing with A Stranger\\xa0\\n\\nSam Smith and Normani\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Pre-business.',\n",
+       "  'Want to do Computer Science as my secondary major.',\n",
+       "  '53718',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Lose Yourself - Eminem'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Science: Other',\n",
+       "  'Zoology\\xa0',\n",
+       "  'Conservation Biology\\xa0',\n",
+       "  '53706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Fall- Lovejoy\\xa0'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'French, International Studies',\n",
+       "  '53715',\n",
+       "  '43',\n",
+       "  '89.4',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Tiny Dancer, Elton John'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My favorite song is Hate you by Yerin Baek.'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'it changes often, through many genres, but currently,\\n\\nAaron Hibell - destroyer of worlds (oppenheimer trance edit)\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'Data Science',\n",
+       "  '53703',\n",
+       "  '0.8035',\n",
+       "  '90.0425',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lifestyles of the Rich and Famous by Good Charlotte'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Computer Engineering',\n",
+       "  'NA',\n",
+       "  '53715',\n",
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+       "  '-74.7773',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'NA'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.4647',\n",
+       "  '9.1885',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Drake-Passionfruit'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I'm a Computer Science Major.\\xa0\\xa0\",\n",
+       "  \"I'm a Data science Major.\",\n",
+       "  '53706',\n",
+       "  '42.2475',\n",
+       "  '-84.4089',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Just like me by A boogie wit da hoodie.'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Love Lost - Mac Miller'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  '',\n",
+       "  'Data Science, Mathematics',\n",
+       "  '53706',\n",
+       "  '39.4822',\n",
+       "  '-106.0462',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Keep Your Head Up\\xa0\\n\\nby Andy Grammar'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53073',\n",
+       "  '60.3913',\n",
+       "  '5.3221',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Iron Lung - King Gizzard and the Lizard Wizard'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ Major\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Follow God by Kayne West'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53076',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'The Difference -Flume'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science.',\n",
+       "  'Economics.',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'GEEKED N BLESSED by LUCKI'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Journalism',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.3874',\n",
+       "  '2.1686',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'revival zach bryan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics and certificate in Data Science\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '23.2494',\n",
+       "  '106.4111',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Sketzo by Travis Scott and Young Thug'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  'Finance',\n",
+       "  'data science',\n",
+       "  '53705',\n",
+       "  '200',\n",
+       "  '116',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Who am I- why don't we\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Runaway- Kanye\\xa0'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'Pass',\n",
+       "  'Pass',\n",
+       "  '53705',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Steal the show\", by Lauv\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Bank Account - 21 Savage'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '-23.5505',\n",
+       "  '-46.6333',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Violent Crimes - Kanye West\\xa0\\n\\nps: Not a fan at all of him as a person, but huge fan of his work.'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '53706',\n",
+       "  '50',\n",
+       "  '21',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Symphony No. 9 by Ludwig van Beethoven'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.7261',\n",
+       "  '-87.7895',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Margaritaville by Jimmy Buffett'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '26.1242',\n",
+       "  '-80.1436',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Wash it all away, Five Finger Death Punch'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '42.1281',\n",
+       "  '-88.0937',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Thunderstruck AC/DC'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'No',\n",
+       "  '53703',\n",
+       "  '30.5728',\n",
+       "  '104.0668',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  '蓝雨 -- Jacky Cheung'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '31.5879',\n",
+       "  '120.2127',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Samudrartha and Wildfire by HOYO-MiX\\n\\nWatchtower of the East by Quadimension\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.2401',\n",
+       "  '24.8093',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Seventh Sense by NCT U'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '-88.2351',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hannah Montana by the Migos'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.3874',\n",
+       "  '2.1686',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Your love - Sosa UK'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '29',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
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+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Beat it, Michael Jackson'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '-79.3832',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Killer Queen - Queen'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Shampoo Bottles - Peach Pit'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '30.5928',\n",
+       "  '114.305',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Communication Arts',\n",
+       "  '53706',\n",
+       "  '52.7107',\n",
+       "  '-8.879',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Boomerang by Summer Set'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic Science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '64',\n",
+       "  '21',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Still deciding between math or data science',\n",
+       "  '53703',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Mandy by Barry Manilow'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Forever Young; Blackpink'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '\"Peg\" - Steely Dan\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data Science\\xa0',\n",
+       "  'Economics',\n",
+       "  '53703',\n",
+       "  '12.9',\n",
+       "  '77.5',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Metallica - Enter Sandman'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '73506',\n",
+       "  '8.538',\n",
+       "  '-80.7821',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Como has estau? -Mora\\n\\nQuevedo - Quevedo\\n\\nYankee- quevedo'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53719',\n",
+       "  '55.7558',\n",
+       "  '37.6173',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Cate's Brother by Maisie Peters\"],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '47.9031',\n",
+       "  '-91.8565',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Kiss Me - Sixpence None The Richer'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'Mechanical Engineering',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'This Side of Paradise - Coyote Theory\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'Econ',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41',\n",
+       "  '-73.6',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sunflower seeds by bryce vine\\xa0'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '25',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35',\n",
+       "  '129',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Not today - bts'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Math',\n",
+       "  '53703',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'All We Know\\n\\nThe Chainsmokers'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '26',\n",
+       "  'Business: Other',\n",
+       "  'MBA specializing in tech strategy and product management\\xa0',\n",
+       "  '',\n",
+       "  '53558',\n",
+       "  '41.0082',\n",
+       "  '28.9784',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Tears in the Rain, The Weeknd\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.6541',\n",
+       "  '109.8201',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Yellow - Coldplay'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.0568',\n",
+       "  '118.3406',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Common Jasmin Orange by Jay Chou\\n\\nit's a Chinese song, so you probably can't understand the lyrics\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '46.7828',\n",
+       "  '-92.1055',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"I'm Just Ken by Ryan Gosling\"],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'Comp Sci\\xa0',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  \"Don't go breaking my heart - Elton John\\xa0\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pride by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Talking to the Moon--Bruno Mars'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'consumer science',\n",
+       "  \"i don't have\",\n",
+       "  '53703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'hero Mariah Carey'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '13.7563',\n",
+       "  '100.5018',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Die for you by the Weeknd'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You give love a bad name - Bon Jovi'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'RMI',\n",
+       "  '53703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Get out off town - Anita O'day\"],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '49',\n",
+       "  '-123',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Whatever :)'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '537061127',\n",
+       "  '36.1627',\n",
+       "  '-86.7816',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Runnin' With the Devil - EVH\"],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Math',\n",
+       "  '53703',\n",
+       "  '43.0969',\n",
+       "  '-89.5115',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Homemade - Jake Owen'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '1000',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Imagine Dragons, Radioactive.'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.2134',\n",
+       "  '-88.5018',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '3005 - Childish Gambino'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53216',\n",
+       "  '20.8854',\n",
+       "  '-156.6653',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.71',\n",
+       "  '-74',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Japanese Denim by Daniel Caesar'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '14.5995',\n",
+       "  '120.9842',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Cherry Wine- Grent Perez'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '85.8398',\n",
+       "  '10.2985',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Streems\" by The Symposium'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  \"I'm double majoring in mathematics and statistics; I hope to do research in some sort of applied probability theory after graduating (e.g. econometrics, mathematical biology, etc.)\",\n",
+       "  'n/a',\n",
+       "  '53726',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'How Much a Dollar Cost, by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'business',\n",
+       "  '53715',\n",
+       "  '27.4967',\n",
+       "  '-82.6948',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Jimmy Cooks - Drake'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'I am doing eco and plan to get a ds certificate',\n",
+       "  'no',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"''Capital''by Lo Ta-you\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Shiva - Spillage Village & JID'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '35.9594',\n",
+       "  '-83.9196',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Talkin' Tennessee by Morgan Wallen\"],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.5667',\n",
+       "  '-92.5343',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'street dreams by nas'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Take it Easy - The Eagles\\n\\nOtherside - Red Hot Chili Peppers'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Global Health',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '42.3601',\n",
+       "  '71.0589',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Somewhere Only We Know by Keane'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3314',\n",
+       "  '-83.0458',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Life Goes On - Lil Baby, Lil Uzi Vert, Gunna'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Biomechanics focus, Dance Certificate',\n",
+       "  '53715',\n",
+       "  '36.1627',\n",
+       "  '-86.7816',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'No specific songs but I love Elton John, Queen, Noah Kahan'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.07',\n",
+       "  '-89.38',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Swimming Horses by Siouxsie and the Banshees'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'I Want My Tears Back--Nightwish'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Physics',\n",
+       "  '53706',\n",
+       "  '27.7172',\n",
+       "  '85.3239',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Hall of fame'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53706',\n",
+       "  '48.8647',\n",
+       "  '2.349',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Let It Happen - Tame Impala'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'LOYALTY FT. RIHANNA - KENDRICK LAMAR'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Danza Kuduro - Don Omar'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.3769',\n",
+       "  '8.5417',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Blue Jay Way by the Beatles'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '35',\n",
+       "  '36',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'TALLY BLACKPINK'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Data Sciene',\n",
+       "  '53706',\n",
+       "  '43.0707',\n",
+       "  '-89.4142',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Build me up Buttercup- The foundations'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '34.34',\n",
+       "  '108.93',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'The name is Super Gremlin. Artist is Kodak Black.\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '537061127',\n",
+       "  '3.139',\n",
+       "  '101.6869',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Edge of Desire - John Mayer'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53562',\n",
+       "  '44.5004',\n",
+       "  '-88.0613',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8842',\n",
+       "  '-87.6324',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Stayin Alive, Drake and DJ Khalid'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '56.4907',\n",
+       "  '-4.2026',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Maroon by Taylor swift\\xa0'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'was provided',\n",
+       "  'German (maybe)',\n",
+       "  '53726',\n",
+       "  '48.1351',\n",
+       "  '11.582',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You Proof - Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Springsteen - Eric Church'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '36.3932',\n",
+       "  '25.4615',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mercy Now by Mary Gauthier'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Data science\\xa0',\n",
+       "  '53715',\n",
+       "  '30.2667',\n",
+       "  '-97.7333',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Hey driver Zach Bryan\\xa0'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I remember by Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.0999',\n",
+       "  '9.7382',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Bury Me in Georgia by Kane Brown'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'Finance',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mona Lisas and mad hatters by elton john'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '38',\n",
+       "  '-77',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'dont stop believing\\xa0'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.78',\n",
+       "  '-73.97',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Replay by Iyaz\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Cream Soda - EXO'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Beast of Burden - The Rolling Stones'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Upside down- Jack Johnson'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'computer science\\xa0',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'The greatest show man'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Ghost Town-Kanye West'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Money by Pink Floyd\\xa0'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '36.107',\n",
+       "  '-112.113',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Blinding lights, the weeknd'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.9591',\n",
+       "  '-89.6343',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'any wheeler walker junior song'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '\\xa0\\n\\n\\xa0',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '43.0731',\n",
+       "  '89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'I will wait by mumford and sons'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'finance',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'La Cancion, Bad Bunny and J Balvin'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is Economics\\xa0',\n",
+       "  'Informations Systems',\n",
+       "  '53703',\n",
+       "  '33.8812',\n",
+       "  '-118.4072',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lakeshore Drive Aloitta Haynes Jeramiah'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.88',\n",
+       "  '-87.63',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Everything She Aint, Hailey Whitters'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ',\n",
+       "  'no',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'In the night gardeen'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'math',\n",
+       "  '53715',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'bones'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '\\\\',\n",
+       "  'Economics major, Data Science certificate',\n",
+       "  '53703',\n",
+       "  '39.8954',\n",
+       "  '116.3946',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'no preference'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'ETA - New Jeans'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics\\xa0',\n",
+       "  'Data science\\xa0\\n\\n\\xa0',\n",
+       "  '53703',\n",
+       "  '33.6188',\n",
+       "  '-117.8566',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Heartache on the dance floor - jon pardi\\xa0\\n\\n\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Gone-Nelly/Kelly'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53715',\n",
+       "  '35.414',\n",
+       "  '-79.0933',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Revival - Zach bryan'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  '.',\n",
+       "  '53703',\n",
+       "  '51.2094',\n",
+       "  '3.2252',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Aria Math'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.95',\n",
+       "  '-73.73',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Closer - Chainsmokers'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '12.9716',\n",
+       "  '77.5946',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Any Coldplay song works!'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53066',\n",
+       "  '43.1144',\n",
+       "  '-88.5072',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'God tier-Baby Tron'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53073',\n",
+       "  '52.3702',\n",
+       "  '4.8952',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vienna: Billy Joel'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Neurobiology',\n",
+       "  'Psychology',\n",
+       "  '53703',\n",
+       "  '60.3913',\n",
+       "  '5.3221',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Title: Ôba, Lá Vem Ela\\n\\nArtist: Jorge Ben'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '《To have，or not to have》\\n\\nLin Sheng Hsiang'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.64',\n",
+       "  '-71.1291',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  '505 - arctic monkeys'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sicko Mode by Travis Scott and Drake'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.033',\n",
+       "  '121.5654',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  'marketing',\n",
+       "  'economics',\n",
+       "  '53706',\n",
+       "  '40',\n",
+       "  '116',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Save Your Tears (Remix)--Ariana Grande& The Weekend'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Biochemistry',\n",
+       "  '53706',\n",
+       "  '10.8231',\n",
+       "  '106.6297',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '\"Dress\"\\n\\nTaylor Swift'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53706',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Shed a light'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  'Econ',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '34.6937',\n",
+       "  '135.5022',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Moon by Kanye west'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  'N/A',\n",
+       "  'Certificate - Data Science',\n",
+       "  '53703',\n",
+       "  '-33.9235',\n",
+       "  '151.1399',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '5SOS - Teeth'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Planet of the bass'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science Certificate (reason I am taking the course)',\n",
+       "  '53705',\n",
+       "  '39.6403',\n",
+       "  '-106.3709',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'professional Griefers; Deadmau5, Gerard Way'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'International Business',\n",
+       "  '53703',\n",
+       "  '38.6992',\n",
+       "  '-75.0968',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Revival, Zach Bryan\\n\\n\\xa0'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '27',\n",
+       "  'Science: Other',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '44.0164',\n",
+       "  '-92.4754',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Enchanted - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '28',\n",
+       "  '81',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'More than my hometown by Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  'Business Admin',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '36.7194',\n",
+       "  '-4.42',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'cigarette daydreams - cage the elephant'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.0655',\n",
+       "  '85.2563',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'n/a'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Summertime Sadness---Lana Del Rey'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Slow Dancing from V'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  'Materials Science and Engineering',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '45.9013',\n",
+       "  '-89.8459',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Rio by Duran Duran'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'dancing in the dark by Bruce Springsteen\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  'My major is Chemistry but I intend to switch to Material Science and Engineering',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '48.8647',\n",
+       "  '2.349',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Anything Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Landslide Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '33.9835',\n",
+       "  '-118.248',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Khai Dreams - Sunkissed'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '47.61',\n",
+       "  '122.33',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Maroon, Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '38.9333',\n",
+       "  '-77.0711',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Smaller acts- Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53701',\n",
+       "  '45.1433',\n",
+       "  '-89.1518',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"When I'm gone - Dirty Honey\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Psychology',\n",
+       "  '53711',\n",
+       "  '37.9838',\n",
+       "  '23.7275',\n",
+       "  'green pepper',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Telepatia by Kali Uchis'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '43.0737',\n",
+       "  '-89.4026',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Trustfall by P!nk (Pink)'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '42.35',\n",
+       "  '-71.06',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Upside Down - Jack Johnson'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Computer Science, Mathematics',\n",
+       "  '53706',\n",
+       "  '34.6937',\n",
+       "  '135.5022',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Semi-Charmed Life - Third Eye Blind'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Ultralight Beam- Kanye West'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Excuses-- Jay Zhou'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics with a Mathematical Emphasis',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Cigarette Daydreams by Cage the Elephant'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  'Data Science',\n",
+       "  '53719',\n",
+       "  '30.5928',\n",
+       "  '114.3052',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Marunouchi Sadistic'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Staying Over by Sam Grow'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.3387',\n",
+       "  '121.8853',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'All Too Well-Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '47.6',\n",
+       "  '-122.3',\n",
+       "  'green pepper',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Good Time (Owl City)'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '57306',\n",
+       "  '-33.8688',\n",
+       "  '151.2093',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Time by Pink Floyd'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53703',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heading South by Zack Bryan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '//',\n",
+       "  '//',\n",
+       "  '53715',\n",
+       "  '45.7088',\n",
+       "  '-121.5252',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Honeybee - the Head and the Heart'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '44.1495',\n",
+       "  '9.6547',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'John Mayor - Wild Blue\\n\\n\\xa0\\n\\n\\xa0\\n\\n\\xa0\\n\\n\\xa0\\n\\n\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Burning Heart, Survivor'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '\\xa0\\n\\n\\xa0',\n",
+       "  'Certificate in Data Science',\n",
+       "  '53715',\n",
+       "  '39.483',\n",
+       "  '-106.0463',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '505 by the Arctic Monkeys'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53703',\n",
+       "  '5.4164',\n",
+       "  '100.3327',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Melancholy Hill - Gorillaz'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '55.6672',\n",
+       "  '12.5512',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Pink + White by Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Business: Finance',\n",
+       "  'ECONOMICS\\xa0',\n",
+       "  'FINANCE',\n",
+       "  '53703',\n",
+       "  '-45.0312',\n",
+       "  '168.6626',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Kiss Me Through The Phone - Souja Boy'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economy',\n",
+       "  'no',\n",
+       "  '53703',\n",
+       "  '39',\n",
+       "  '116',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'the nights\\xa0 Avicii'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Political Science',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.0813',\n",
+       "  '-93.135',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No Surprises: Radiohead'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'Maybe data science',\n",
+       "  '53715',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'none at the moment\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53703',\n",
+       "  '38.914',\n",
+       "  '121.6147',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You(=I) by BOL4'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '29.9511',\n",
+       "  '-90.0715',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Margaritaville - Jimmy Buffett'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '60.1699',\n",
+       "  '24.9384',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Poison - Alice Cooper'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53703',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Palm Springs-Virginia To Vegas'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Other',\n",
+       "  'Materials Science and Engineering',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Fragrance of Dark Coffee by Noriyuki Iwadare'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Math',\n",
+       "  'Econ, CS',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Qing tian, Jay Chou'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '24',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '32.4',\n",
+       "  '119.4301',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Just the two of us——Jose James'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Poli Sci & History',\n",
+       "  'Business, Development Economics, Data Science, Public Policy',\n",
+       "  '53715',\n",
+       "  '40.1728',\n",
+       "  '74.006',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"The Adults Are Talking\" by The Strokes'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '28.3731',\n",
+       "  '-81.5569',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'The Story of Us by Taylor Swift'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '38.914',\n",
+       "  '121.6147',\n",
+       "  'tater tots',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Butter—Fly\\xa0 by わだ こうじ'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '52.3676',\n",
+       "  '4.9014',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Orion - Metallica, first section is decent but the entire middle section is the most beautiful piece of music to me and has always been my favorite song ever.'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.4821',\n",
+       "  '-106.0487',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'ivy by taylor swift'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Title: The Less I Know the Better\\n\\nArtist: Tame Impala'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Break My Stride Mattew Wilder'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Biochemistry',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nonsense - Sabrina Carpenter'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6528',\n",
+       "  '139.8395',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fly me to the moon --- Frank Sinatra\\n\\nNight Dancer --- imase'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.4784',\n",
+       "  '-106.0443',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Style by Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Do Not Disturb -Drake'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53715',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chicken Tendies by Clinton Kane'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Mayonaise by The Smashing Pumpkins'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Hysteria - Muse'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'not declare yet',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'blackpink - pink venom'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science certificate',\n",
+       "  '53703',\n",
+       "  '44.5012',\n",
+       "  '-88.0611',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'All That by Mac Miller'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"Always There\" -Greta Van Fleet'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '49',\n",
+       "  '50',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Chandelier - DJ Khaled'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'consumer behavior & marketpace studies, economics',\n",
+       "  '53703',\n",
+       "  '18.2528',\n",
+       "  '109.5119',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Angel, Mosiah'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.0134',\n",
+       "  '-69.3102',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'September by Earth Wind and Fire'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'no option post malone'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Wat's Wrong by Isaiah Rashad\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Double major: Finance, Investment, and Banking / Information Systems',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.6123',\n",
+       "  '-110.7054',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Looking out for you, Joy Again'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science minor',\n",
+       "  '53703',\n",
+       "  '33.8847',\n",
+       "  '-118.4072',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Boss DJ by Sublime'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '39.9526',\n",
+       "  '-75.1652',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Everybody Wants to Rule the World- Tears for Fears'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '30.5728',\n",
+       "  '104.0668',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Until I Found You\\n\\nStephen Sanchez'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'econ',\n",
+       "  'data science',\n",
+       "  '53703',\n",
+       "  '0',\n",
+       "  '45',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'fire on fire Sam Smith'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Data science',\n",
+       "  '53706',\n",
+       "  '43.168',\n",
+       "  '-89.284',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '505 by the artic monkeys'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Textiles and Fashion Design\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '48.6997',\n",
+       "  '-122.8756',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '32 Flavors by Alana Davis\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.9005',\n",
+       "  '-88.0291',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Regular (English Version)- NCT 127'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Spanish',\n",
+       "  '53715',\n",
+       "  '36.1699',\n",
+       "  '-115.1398',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am an undecided freshman major right now. I am thinking about applying to the industrial engineering major or majoring in psychology and legal studies because I have an interest in going to law school.\\xa0',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.7033',\n",
+       "  '-80.2828',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Lay All Your Love On Me by ABBA\\xa0'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40',\n",
+       "  '116',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Play Date\\n\\nMartinez'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science. Possibly data science certificate.',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dandelions by Ruth B.'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '42.1024',\n",
+       "  '-88.0585',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Scientist by Coldplay'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53704',\n",
+       "  '39.904',\n",
+       "  '116.407',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Every song by Jay Chou. A Chinese singer.'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'economics',\n",
+       "  '57306',\n",
+       "  '24.4798',\n",
+       "  '118.0894',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Hills by The weekend'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.076',\n",
+       "  '89.3929',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Jake's Piano - Long Island\\n\\nZach Bryan\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Nuclear Engineering',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '33.493',\n",
+       "  '-111.9258',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Teguila Shots- Kid Cudi'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '53.3498',\n",
+       "  '-6.2603',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"You Can't Make Old Friend by Kenny Rogers ft. Dolly Parton\"],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer Behavior and Marketplace Studies',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.71',\n",
+       "  '-74',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Anything Harry Styles'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '36.0671',\n",
+       "  '120.3826',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'lonely dance'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.9212',\n",
+       "  '-93.4688',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Snow (Hey Oh) by Red Hot Chili Peppers'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'tater tots',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '《lost stars》- Adam Levine'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Geography\\xa0 - Geographic Information Science and Cartography',\n",
+       "  'N/A',\n",
+       "  '53715',\n",
+       "  '45.5017',\n",
+       "  '-73.5673',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Afterglow - Ed Sheeran'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Computer Science',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lost in Paradise , Miura Jam'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '30.1766',\n",
+       "  '-85.8055',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Billie Jean-Micheal Jackson\\n\\nor\\n\\nCum on Feel the Noize-Quiet Riot'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.1898',\n",
+       "  '106.8183',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Peach — Sammy Virji\\xa0'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '22',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '17.4203',\n",
+       "  '78.4029',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Popular (feat. Playboi Carti) by The Weeknd & Madonna'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '53705',\n",
+       "  '37.45',\n",
+       "  '-122.2',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Natural - What If'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'All Falls Down by Kanye West'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Fishing in the Dark - Nitty Gritty Dirt Band'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'snowman-sia'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '28.5383',\n",
+       "  '-81.3792',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Come On Eileen by Dexys Midnight Runners'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '39',\n",
+       "  'Data Science',\n",
+       "  'xxx',\n",
+       "  'Biomedical Data Science',\n",
+       "  '53713',\n",
+       "  '47.3006',\n",
+       "  '-88.0459',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Our Song, Joe Henry'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Science: Other',\n",
+       "  'information science',\n",
+       "  '',\n",
+       "  '53718',\n",
+       "  '40.4259',\n",
+       "  '-86.9081',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Young and Beautiful by Lana Del Rey'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.3597',\n",
+       "  '111.5863',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Baby I'm bleeding - Jpeg Mafia\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '57303',\n",
+       "  '41.8',\n",
+       "  '-72',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Money - The Drums'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Math Econ',\n",
+       "  '53711',\n",
+       "  '48.1376',\n",
+       "  '11.5799',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'FE!N by Travis Scott'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Spanish',\n",
+       "  '53706',\n",
+       "  '44.7666',\n",
+       "  '-85.5946',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Single ladies - Beyoncé'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53718',\n",
+       "  '40.7584',\n",
+       "  '-73.9843',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Spectrum - Florence + The Machine, Calvin Harris'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '22.3072',\n",
+       "  '73.1812',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'I have no such preference for songs.'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  'I am a computer science major.',\n",
+       "  'Not Mandatory',\n",
+       "  '53706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Titi me pregunto by bad bunny.'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econometrics',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '24.8801',\n",
+       "  '102.8329',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Resting Ground by Christopher Larkin'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  'data science',\n",
+       "  '53703',\n",
+       "  '5.4203',\n",
+       "  '100.3119',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'You give love a bad name bon jovi'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '52.3702',\n",
+       "  '4.8952',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Radio Ga Ga by Queen.'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '-8.6399',\n",
+       "  '115.1402',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Rise \\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Spanish',\n",
+       "  '53715',\n",
+       "  '44.8504',\n",
+       "  '93.7876',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nonstop by Drake'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '-33.9249',\n",
+       "  '18.4241',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Violent Crimes - Kanye West'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53175',\n",
+       "  '28.5383',\n",
+       "  '-81.3792',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Come On Eileen by Dexys Midnight Runners'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Psychology',\n",
+       "  '53715',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Love Story - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53711',\n",
+       "  '42.6507',\n",
+       "  '18.0944',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Holanda - Jhayco'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '《花海》from 周杰伦；Floral Sea by Jay Chou'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Mechanical Engineering',\n",
+       "  'Physics',\n",
+       "  '53711',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"The Weight of Dreams\" by Greta Van Fleet (modern day copy-cat of Led Zeppelin)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '49.7938',\n",
+       "  '-93.1955',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hurt Feelings by Mac Miller'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Science: Other',\n",
+       "  'master of science information (data analyst)',\n",
+       "  'none',\n",
+       "  '53703',\n",
+       "  '44.0521',\n",
+       "  '-123.0868',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'beside you - keshi'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.51',\n",
+       "  '88.01',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dunno - mac miller'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53715',\n",
+       "  '55.6761',\n",
+       "  '12.5683',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Uden dig - ukendt kunster'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Cellular and Molecular Biology',\n",
+       "  'Japanese',\n",
+       "  '53703',\n",
+       "  '35.3032',\n",
+       "  '139.5657',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Memories by Maroon 5'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5326',\n",
+       "  '127.0246',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Title: Some might say (Oasis)\\xa0\\n\\n\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'Finance\\xa0',\n",
+       "  'Marketing',\n",
+       "  '53715',\n",
+       "  '64.9631',\n",
+       "  '-19.0208',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Jump Around by House of Pain'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'New Beat by Toro y moi'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53818',\n",
+       "  '43',\n",
+       "  '0',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'None\\xa0'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.9526',\n",
+       "  '-75.1652',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'All the Stars by Kendrick Lamar and SZA'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'cruel summer!!! Taylor swift!!!'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Accounting',\n",
+       "  'Finance',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Change- Bailey Zimmerman'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Nashville, TN by Chris Stapleton'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '22.5886',\n",
+       "  '88.4043',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Elevated - Shubh'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.9078',\n",
+       "  '127.7669',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'One Call Away - Charlie Puth'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '49.2827',\n",
+       "  '-123.1207',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'before he cheats\\n\\nby carrie underwoods'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Wind Blows - Dreamcatcher'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53706',\n",
+       "  '43.0517',\n",
+       "  '-89.3427',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'title: wonderwall\\xa0\\n\\nartist: Oasis\\xa0\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53716',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mr. Rager by Kid Audi'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Mathamatics for finance, Economics',\n",
+       "  '53703',\n",
+       "  '24.4798',\n",
+       "  '118.0894',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Not good enough for you-Jay Chou'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'Marketing',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"I guess that's why they call it the blues - Elton John\"],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  'I plan to major in Data science.',\n",
+       "  'no second major',\n",
+       "  '53711',\n",
+       "  '33.6225',\n",
+       "  '113.3418',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'That Girl by Olly Murs'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Political Science',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '500 Miles'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '30',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '-34.4909',\n",
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+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"Sweet Child O' Mine - Guns N' Roses\"],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economic',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Closer by the chainsmokers'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '33.4484',\n",
+       "  '-112.074',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'runaway by Kanye West'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '25',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '37.1765',\n",
+       "  '-3.5979',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Time of Our life - DAY6'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'French',\n",
+       "  '53703',\n",
+       "  '44.9019',\n",
+       "  '-93.3388',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Brazil- Declan McKenna'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53715',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"November Rain Guns N' Roses\"],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Finance',\n",
+       "  'Econ with data science certificate\\xa0',\n",
+       "  '53703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '(It goes like) nanana by Peggy Gou'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '38.7223',\n",
+       "  '-9.1393',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Nice For What by Drake'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Supply chain, operation technology managment\\xa0',\n",
+       "  '53703',\n",
+       "  '12.4964',\n",
+       "  '41.9028',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My favorite song is probably dancing queen by ABBA'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.6775',\n",
+       "  '11.2041',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Uptown Girl by Billy Joel'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '31.8433',\n",
+       "  '117.2457',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Title: [Mrs. Shexiang] (https://www.last.fm/music/Phoenix+Legend/_/Mrs.+Shexiang)\\n\\nArtist: Phoenix Legend'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '55.68',\n",
+       "  '12.58',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Love Lost - Mac Miller'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics BA',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'My favorite song is Favorite Song.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.4642',\n",
+       "  '9.19',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '****************************\\nThe Weeknd - Save Your Tears\\n****************************'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '31.8089',\n",
+       "  '120.6153',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Blood Type-Viktor Tsoi'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.4855',\n",
+       "  '-106.8336',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'When it Rains it Pours by Luke Combs'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Real Estate',\n",
+       "  '94024',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53703',\n",
+       "  '1.2',\n",
+       "  '4.2',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"I'm gonna be (500miles) by the proclaimers\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.6456',\n",
+       "  '-77.4205',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Jimmy Cooks by Drake'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'Data science',\n",
+       "  '53706',\n",
+       "  '13.8079',\n",
+       "  '108.1094',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Truoc khi em ton tai - Thang\\n\\nMirror ball - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Environmental Science',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Black Swan by BTS'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.79',\n",
+       "  '-89.7',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  \"I don't have a favorite\\xa0\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  'Information and data science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'mayonaise smashing pumpkins'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is Economics.',\n",
+       "  'My secondary major is Psychology.\\xa0 I have declared a certificate in data science.',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hype boy - New Jeans\\n\\nParis in the rain - Lauv\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '32.8328',\n",
+       "  '-117.2713',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'The Pale Moonlight - Kid Cudi'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'information science\\xa0',\n",
+       "  'data science',\n",
+       "  '53706',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Jungle - Drake'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '47.0502',\n",
+       "  '8.3093',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Under Pressure by Queen and David Bowie'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '18.0231',\n",
+       "  '-63.0482',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Could you be loved - Bob Marley\\xa0'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '49.2827',\n",
+       "  '-123.1207',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'tell me what you want - dacelynn'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  'I selected Statistics above.',\n",
+       "  'I am considering double majoring in data science.',\n",
+       "  '53703',\n",
+       "  '60.1699',\n",
+       "  '24.9384',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Mrs. Hollywood - Go-Jo'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am undecided but planning on potentially majoring in Data Science or at least getting a certificate.\\xa0',\n",
+       "  'I am also potentially majoring in International Studies, but am currently undecided.',\n",
+       "  '53706',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"The Air That I Breathe\" The Hollies\\xa0'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"Jungle by Andre Nickatina. Its Christian Yelich's walk up song.\"],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Psychology',\n",
+       "  '53715',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Daydreaming by Harry Styles'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'Mech E',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.1579',\n",
+       "  '-8.6291',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '19.64',\n",
+       "  '-156',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'From Time by Drake'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '43.485',\n",
+       "  '-89.754',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'New Romantics, Taylor Swift'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  'No',\n",
+       "  '53703',\n",
+       "  '31.23',\n",
+       "  '121.47',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Artist: BLACKPINK, Title: Shut Down'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '31.23',\n",
+       "  '121.47',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Song: Shut Down, Artist: Black Pink'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Flashing Light by Kanye West'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53714',\n",
+       "  '45.8713',\n",
+       "  '-89.7116',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Africa by Toto'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '60.39',\n",
+       "  '5.32',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heat Above by Greta Van Fleet'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Genetics and Genomics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '36.7234',\n",
+       "  '25.2822',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Kiss of Venus - Dominic Fike'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data Science and Mathematics\\xa0',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heart Throb - Pritam\\xa0'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8818',\n",
+       "  '-87.8367',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Boogie Wonderland by Earth, Wind, and Fire and The Emotions'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Legal Studies major',\n",
+       "  '',\n",
+       "  '10075',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Dancing in the Moonlight'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Hits Different - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.4642',\n",
+       "  '9.19',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Passionfruit - Drake'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '25.2345',\n",
+       "  '110.18',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Midsummer Madness by 88rising'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '60.8525',\n",
+       "  '7.1136',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Boulevard of Broken Dreams by Green Day'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'unruly NSG,Meeks'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Global Health',\n",
+       "  '53715',\n",
+       "  '18.58',\n",
+       "  '-68.41',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"November Rain, Guns N' Roses\"],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.5004',\n",
+       "  '-88.0613',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '\"Take It Easy\", Eagles'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53590',\n",
+       "  '59.9',\n",
+       "  '10.7',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Trouble by Elvis Presley'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Revival by Zach Bryan\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53590',\n",
+       "  '45.5017',\n",
+       "  '73.5674',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Teeth by 5 Seconds of Summer (please do play this one sometime!)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.227',\n",
+       "  '-88.164',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"stacy's mom by fountains of wayne\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.3314',\n",
+       "  '-83.0458',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Always Forever by Cults'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '36.3719',\n",
+       "  '-94.2027',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'At the Beach by the Avett Brothers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Free bird - lynyrd skynyrd'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Behavioral Economics',\n",
+       "  'Mathematics, Data Science Minor',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Sitting on Top of the World - Burna Boy'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '34.4208',\n",
+       "  '-119.6982',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'snooze by SZA'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.584',\n",
+       "  '-87.82',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Outside- Calvin Harris'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.1324',\n",
+       "  '24.815',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Thunder by Imagine Dragons\\xa0'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.79',\n",
+       "  '-89.723',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Eye of the Tiger'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '-33.9249',\n",
+       "  '18.4241',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'The Adults Are Talking - The Strokes'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'My primary major is Atmospheric and Oceanic Science.',\n",
+       "  'I am considering double majoring in either Environmental Studies or Math.\\xa0',\n",
+       "  '53715',\n",
+       "  '40.5853',\n",
+       "  '-105.0844',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '\"Tidal\" Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.9',\n",
+       "  '-87.6',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Revival by Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics.',\n",
+       "  'Data Science.',\n",
+       "  '53703',\n",
+       "  '44.972',\n",
+       "  '-93.51',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Broken Clocks by SZA.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics and Data Science',\n",
+       "  '',\n",
+       "  '57315',\n",
+       "  '42.6256',\n",
+       "  '-71.3853',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Style by Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '-',\n",
+       "  'Econ\\xa0',\n",
+       "  '53711',\n",
+       "  '1.3521',\n",
+       "  '43.0731',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'low-key - Nikki'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '61.2114',\n",
+       "  '-149.7313',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '\"I Wonder\" by Kanye West'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '46.5436',\n",
+       "  '-87.3954',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Snow, Red Hot Chili Peppers\\xa0'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43',\n",
+       "  '-89.3',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'FIEN, Travis Scott'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53715',\n",
+       "  '27.2195',\n",
+       "  '78.0216',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Taylor Swift- Style'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Science: Physics',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53706',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Concorde -- Black Country, New Road'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  'no',\n",
+       "  '53705',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'What you mean to me -- Matthew Morrison/Laura Michelle Kelly'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53706',\n",
+       "  '1.3521',\n",
+       "  '103.8198',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'When the Day is Done by Grent Perez'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53719',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Father Time - Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  'Business related but undecided.',\n",
+       "  'n/a',\n",
+       "  '53706',\n",
+       "  '37.5326',\n",
+       "  '127.0246',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'New Jeans - ETA\\n\\nNew Jeans - OMG'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.2387',\n",
+       "  '-87.9596',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Laugh Now Cry Later - Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.4714',\n",
+       "  '-110.7688',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My Old School - Steely Dan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.07',\n",
+       "  '-89.4',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"I Hope That's True by Morgan Wallen\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided.',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Stitches-Shawn Mendes'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  'Finance',\n",
+       "  'Information Systems',\n",
+       "  '53718',\n",
+       "  '43.6511',\n",
+       "  '-79.347',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Over by Drake'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '13.7563',\n",
+       "  '100.5018',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hurricane Kanye West'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nonstop by Drake'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science, BS',\n",
+       "  '53703',\n",
+       "  '37.5683',\n",
+       "  '126.9978',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"'Mourning' - Post Malone\"],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.44',\n",
+       "  '25.37',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Spotless- Zach Bryan ft. The Lumineers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
+       "  '53715',\n",
+       "  '52.3702',\n",
+       "  '4.8952',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'As It Was by Harry Styles'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '24.4882',\n",
+       "  '54.3773',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.9856',\n",
+       "  '-88.0761',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Aries - Fools gold\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '33.4484',\n",
+       "  '-112.074',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'fire burning -sean kingston\\xa0'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Ordinaryish People, by AJR'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics, with data science certificate.',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '34.7466',\n",
+       "  '113.6253',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'One Last Kiss, by Utada Hikaru'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43.2815',\n",
+       "  '-88.4091',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Normal Girl by SZA'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.6349',\n",
+       "  '-106.5283',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dark Necessities by The Red Hot Chilli Peppers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53706',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Scared 2 be Lonely--Lil Tjay'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Ladder - Margolnick'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53706',\n",
+       "  '60.1282',\n",
+       "  '18.6435',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Smells like teen spirit-Nirvana & Pretender- Foo Fighters (I'm never able to select my most favourite out of these two)\"],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic Studies',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '44.447',\n",
+       "  '88.889',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Julia - Mt. Joy'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.3886',\n",
+       "  '-88.0226',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Need 2\" by Pinegrove'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '29.4316',\n",
+       "  '106.9123',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '“FIREWORK” by &TEAM'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'At the End of the Day -Wallows'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53713',\n",
+       "  '3.139',\n",
+       "  '101.6869',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Lady Gaga - Bad Romance'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'N/A',\n",
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+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Revival - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Passionfruit\" by Drake'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '46.8108',\n",
+       "  '-90.8182',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"My Hero\" by Foo Fighters\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.3176',\n",
+       "  '82.9739',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Safe and Sound, by Capital cities'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Languages',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '12.9716',\n",
+       "  '77.5946',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'baseball - Hippocampus'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Free Bird- Lynyrd Skynyrd'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Father Stretch My Hands - Kanye West'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '2038',\n",
+       "  '',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Free Bird- Lynyrd Skynyrd'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Statistics, B.S.',\n",
+       "  '53703',\n",
+       "  '30.2741',\n",
+       "  '120.1551',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Careless Whisper by Wham!'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.608',\n",
+       "  '-122.3352',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '************\\nSixteen Tons\\n************\\n\\nGeoff Castellucci\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am an economics major.',\n",
+       "  'I may double major in data science but for now it is a minor.',\n",
+       "  '53703',\n",
+       "  '40.4987',\n",
+       "  '-111.8188',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Walking On A Dream by Empire of The Sun.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.0938',\n",
+       "  '-93.4976',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Drift Away - Uncle Kracker'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Science: Other',\n",
+       "  'Economics',\n",
+       "  'nope',\n",
+       "  '53703',\n",
+       "  '41.7407',\n",
+       "  '123.4399',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Kiss Goodbye'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '54143',\n",
+       "  '37.3891',\n",
+       "  '-5.9845',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'The House of the Rising Sun - The Animals\\xa0'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '46.5',\n",
+       "  '-94.3',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"As She's Walking Away by Zac Brown Band\"],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Junio, Maluma\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '54636',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Cherry by Harry Styles'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53597',\n",
+       "  '44.7866',\n",
+       "  '20.4489',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'bad dream baby - hippo campus'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'N/A',\n",
+       "  '53703',\n",
+       "  '43',\n",
+       "  '-89',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Cough Syrup - Young the Giant\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7865',\n",
+       "  '-74.3921',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fancy\\n\\nDrake'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '-8.6786',\n",
+       "  '115.4556',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hotel California-Eagles'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Freestyle by Lil Baby\\xa0'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Deciding between Biology and Biomedical Engineering',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.2658',\n",
+       "  '-111.3003',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Best of You by the Foo Fighters'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics (Minor in Data Science)',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0722',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Art of Living - Mat Kerekes'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '51.5035',\n",
+       "  '-0.1278',\n",
+       "  'macaroni/pasta',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Movin' Out by Billy Joel\"],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Know - Travis Scott'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  'NA',\n",
+       "  'Currently in astrophysics but trying to transfer into the school of Engineering for Mechanical Engineering.\\xa0',\n",
+       "  '53703',\n",
+       "  '21.3069',\n",
+       "  '-157.8583',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"It's my Life, Bon Jovi\"],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Maybe majoring in data science but I might minor it.',\n",
+       "  '53706',\n",
+       "  '60.1282',\n",
+       "  '18.6435',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Mad at the World - Heffron Drive'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Out of My League - Fitz and the Trantrums'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43',\n",
+       "  '-89',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'post malone'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '31',\n",
+       "  '121',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Something Just Like This - The Chainsmokers & Coldplay'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics and Data Science.',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '26.6141',\n",
+       "  '-81.8258',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Sweet Caroline, Neil Diamond'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '25',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Zoology Major',\n",
+       "  'n/a',\n",
+       "  '53719',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dirty Little Secret\\n\\nSong by The All-American Rejects'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39',\n",
+       "  '116',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'see you again'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Fear and Fridays - Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Holy Ground by Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Wish You Were Here - Pink Floyd\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '38.5733',\n",
+       "  '-109.5498',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Don't You Worry Child by Swedish House Mafia\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '46.2044',\n",
+       "  '6.1432',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '\"Woods\" by Mac Miller'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics major, data science minor\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '38.4187',\n",
+       "  '27.1296',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Piano Man by Billy Joel'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '24.7136',\n",
+       "  '46.6753',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Mohammed Abdu- Artist\\n\\nWienak ya darb al mahaba'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '40',\n",
+       "  'Data Science',\n",
+       "  'Data Science is my primary major.\\n\\nI am a returning student.\\xa0 My past Major was AMEP.\\xa0 Data Science majors didnt exist then.\\xa0 It fits better with what I was working towards.\\xa0 I love probablility and statistics.',\n",
+       "  'NA',\n",
+       "  '53705',\n",
+       "  '43',\n",
+       "  '88',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Moonlight Sonata Movement #1 played on the piano vs the radio while it rains or at night with the windows open is awesome!!!!!!\\n\\n\\xa0\\n\\n\\xa0\\n\\n\\xa0\\n\\nMovement #3 will blow your mind.\\n\\n\\xa0\\n\\nIf you dont like any of those, louisiana harmonica is good.'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53703',\n",
+       "  '45.8733',\n",
+       "  '-63.5841',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Revival, Zach Bryan\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Still deciding from Mathematics, Statistics, and Economics.',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Title: Croatian Rhapsody\\n\\nArtist: Tonci Huljic'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Nursing',\n",
+       "  'Global Health minor\\xa0',\n",
+       "  '53706',\n",
+       "  '43.8376',\n",
+       "  '10.4951',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Gimme! Gimme! Gimme! by ABBA'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics (Math Emphasis) or Math for Econ and finance (still thinking)',\n",
+       "  '53706',\n",
+       "  '55.7558',\n",
+       "  '37.6173',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Safe and Sound by Capital Cities'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Atmospheric and Oceanic Sciences',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Lady May by Tyler Childers'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0742',\n",
+       "  '89.3838',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Little Wing - Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Encore by the Red Hot Chili Peppers\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'undecided',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7306',\n",
+       "  '73.9352',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Erase Me, Lizzie McAlpine'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '45.5152',\n",
+       "  '122.6784',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pennies - Smashing Pumpkins'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.4047',\n",
+       "  '8.9291',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"You Don't Love Me (No, No, No) - Dawn Penn\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '\"What You Know\" by Two Door Cinema Club'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '18.7897',\n",
+       "  '98.9844',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'One of my favorite songs is \"Bahamas\" by HARBOUR.\\xa0'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '17',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53704',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Bang Bang - K'NAAN\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'nuclear engineering',\n",
+       "  '.',\n",
+       "  '53715',\n",
+       "  '47.6',\n",
+       "  '-122.33',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'smells like teen spirit\\xa0\\n\\n-nirvana'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.0742',\n",
+       "  '21.8243',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cardigan - Don Toliver'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Other: Accounting\\n\\n\\xa0',\n",
+       "  'Business- Information Systems',\n",
+       "  '53726',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Abba- Dancing Queen'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  'I am planning to major in neurobiology.',\n",
+       "  'Data Science\\n\\ntotal 2 majors. Neurobiology and Data Science.',\n",
+       "  '53706',\n",
+       "  '36.9741',\n",
+       "  '-122.0288',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Learn To Fly - Foo Fighters'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Show No Regret by Daniel Caesar'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '17',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '57.6202',\n",
+       "  '-133.2372',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'I Wanna Dance with Somebody by Whitney Houston'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Atmospheric and Oceanic Sciences',\n",
+       "  'N/A',\n",
+       "  '53726',\n",
+       "  '42.7',\n",
+       "  '-89.8679',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Might Be Right - White Reaper'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'N/a',\n",
+       "  '53703',\n",
+       "  '25.1931',\n",
+       "  '55.279',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '6th Sense-Kodak Black'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Polaris Remix Saiko ft. Mora Feid Quevedo'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'zz melt - Jagger Finn\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.7394',\n",
+       "  '-93.1258',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Self Care, Mac Miller'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'international studies',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'American Pie, Don Mclean'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.039',\n",
+       "  '-87.906',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Flashing Lights - Kanye West'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53715',\n",
+       "  '88.384',\n",
+       "  '43.0058',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Stick Season\\xa0\\n\\nNoah Kahan'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53713',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Its You by Keshi'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.9141',\n",
+       "  '-89.2558',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Making Eyes by Archers. Madison based metalcore band! (beware of the screamo sections to some of their songs, lol)'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '22.9068',\n",
+       "  '43.172',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Out of Reach- BoywithUke'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Layla by Eric Clapton'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Savage Daughter\\xa0\\xa0\\n\\nSarah Hester Ross'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'FE!N- Travis Scott'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'I am doing a data science certificate and planning on a double major in information systems.',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Hozier\\xa0\\n\\nCherry Wine'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '21.3069',\n",
+       "  '-157.8583',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I KNOW ? - Travis Scott'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '55337',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Other Side of the Door - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  'None',\n",
+       "  'Biology',\n",
+       "  '53706',\n",
+       "  '52.3702',\n",
+       "  '4.8952',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Counting Stars by One Republic'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '1.3521',\n",
+       "  '103.8198',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Someone Like You by Adele\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '44.988',\n",
+       "  '-87.243',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Chattahochee by Alan Jackson'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '23.5859',\n",
+       "  '58.4059',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53706',\n",
+       "  '1.3521',\n",
+       "  '103.8198',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cupid by Fifty Fifty'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'Marketing',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'What is Love by Haddaway'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.1132',\n",
+       "  '-87.9997',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Viva la Vida by Coldplay'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Urban Studies',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '37.9838',\n",
+       "  '23.7275',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Eat The Rich by Aerosmith'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '\"If I Know Me\" by Morgan Wallen'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '18.3288',\n",
+       "  '-66.9713',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Dancing Queen - Abba'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Be Happy by 347aidan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '30.2741',\n",
+       "  '120.1551',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"N/A. I don't have a favorite song.\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Red Eye\\xa0\\n\\nJustin Bieber'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'September by Earth Wind and Fire'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.9857',\n",
+       "  '-123.9082',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '\"Stay\" by Post Malone'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Little Wing by Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'English - Creative Writing',\n",
+       "  '53715',\n",
+       "  '41.8661',\n",
+       "  '-88.107',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Unending Stream of Life -- David Maslanka'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '32.2259',\n",
+       "  '35.2549',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Dakiti - Bad Bunny'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '17',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Computer Science',\n",
+       "  'Along with CS, I plan to do Data Science, and maybe a certificate on Marketing.',\n",
+       "  '53706',\n",
+       "  '29.1523',\n",
+       "  '48.1212',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dance Monkey - Tones and I'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Economics, Information Systems',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'White Room - Cream'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '51.1785',\n",
+       "  '-115.5743',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'green light by lorde'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'Data Science, Mathematics',\n",
+       "  '53706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'AM Gold by Train'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53925',\n",
+       "  '55.9533',\n",
+       "  '-3.1883',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Wonderwall by Oasis\\xa0'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '33.6052',\n",
+       "  '-117.8886',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '23 chayce beckham'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '45.374',\n",
+       "  '-84.9556',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Fire and Rain by James Taylor'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic Science',\n",
+       "  'Mathematics\\xa0',\n",
+       "  '53715',\n",
+       "  '45.2464',\n",
+       "  '-93.3028',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Mr. Blue Sky by Electric Light Orchestra'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'What You Know - Two Door Cinema Club'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.3',\n",
+       "  '-88.4',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"Sing About me, I'm dying of thirst by Kendrick Lamar\"],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Finance, Risk Management and Insurance',\n",
+       "  '53715',\n",
+       "  '40.015',\n",
+       "  '-105.2705',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Sweet Child O' Mine\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '37.664',\n",
+       "  '127.9',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Never go wrong'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'moonwalking in the Calabasas by ddg.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.9481',\n",
+       "  '-74.077',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Set fire to the rain - Adele'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.1204',\n",
+       "  '121.5103',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Studio Ghibli movie music'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  'NA',\n",
+       "  'Real Estate',\n",
+       "  '53703',\n",
+       "  '18.3368',\n",
+       "  '-64.7281',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'You Proof, Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '63.4195',\n",
+       "  '-18.9986',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Ticking by Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.2646',\n",
+       "  '-111.2533',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Romeo and Juliet by the Dire Straits'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '37.7654',\n",
+       "  '-122.4511',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'All I Do - Stevie Wonder'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Astronomy/Physics',\n",
+       "  'Physics',\n",
+       "  '53711',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Bank Account 21 Savage'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  \"Idk if this counts but I'm doing the game design certificate\",\n",
+       "  '53706',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Osmosis by Good Kid'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Pepas by farruco'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53706',\n",
+       "  '47.1212',\n",
+       "  '-88.5645',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Party in the USA'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.6047',\n",
+       "  '1.4442',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cigarettes out the window-Tv Girl'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Business\\xa0',\n",
+       "  '53703',\n",
+       "  '27.0993',\n",
+       "  '-82.4315',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Island In The Sun'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '64.9631',\n",
+       "  '-19.0208',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'cardigan - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Journalism',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.3974',\n",
+       "  '2.13',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Maps - Yeah Yeah Yeahs'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '47.608',\n",
+       "  '122.3352',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Revival Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  'Mathematics',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '50.8476',\n",
+       "  '4.3572',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'New Person, Same Old Mistakes - Tame Impala'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '37.8715',\n",
+       "  '112.5512',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'N/A'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.9802',\n",
+       "  '-75.6421',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Gypsy - Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sultans of Swing by Dire Straights'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-73.9352',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Virtual Insanity - Jamiroquai'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '39.6403',\n",
+       "  '-106.3709',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Whiskey Friends by Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '39.1907',\n",
+       "  '-106.8192',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Try that in a small town - Jason Aldean'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7721',\n",
+       "  '-73.9578',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Company by Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.2974',\n",
+       "  '-96.6059',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'm.y l.i.f.e. J cole\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '-33.9014',\n",
+       "  '151.0576',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Zach Bryan - Revival\\xa0'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'statistics\\xa0',\n",
+       "  '53703',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'love story Taylor swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am currently undecided but I am seriously considering Data Science at the moment.',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '48.7786',\n",
+       "  '2.45',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My Eyes - Travis Scott'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '-81.7136',\n",
+       "  '-109.3253',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'capybara song\\n\\njust search it and you will find'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Too comfortable - Future'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Civil Engineering',\n",
+       "  'Spanish',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Aint no mountain high enough - Marvin Gaye'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53703',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bohemian Rhapsody - Queen'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '49.1747',\n",
+       "  '-123.0194',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Gangsters Paradise\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Double majoring in Biochemistry and Data Science.',\n",
+       "  'Data Science, Biochemistry\\xa0',\n",
+       "  '53703',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Don't Stop; Fleetwood Mac\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '505 - Artic Monkeys'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  'Business',\n",
+       "  '53706',\n",
+       "  '46.2388',\n",
+       "  '-97.3636',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Solo - Future'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heartless by The Weeknd'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Econ, Statistics',\n",
+       "  '53706',\n",
+       "  '55.9502',\n",
+       "  '-3.1875',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Demons by Imagine Dragons'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'My second major is Data Science. My minors are Consulting and Leadership.',\n",
+       "  '53711',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Consume by Chase Atlantic'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Secrets by The Weekend\\xa0'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Finance, Real Estate',\n",
+       "  '53706',\n",
+       "  '38.8707',\n",
+       "  '-106.9809',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Look after you - The Fray'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '38.9828',\n",
+       "  '-76.8819',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'The Vampire Masquerade by Peter Gundry'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53713',\n",
+       "  '43.0663',\n",
+       "  '-89.4049',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '1',\n",
+       "  '1',\n",
+       "  '53711',\n",
+       "  '37',\n",
+       "  '-122',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'For Whom the Bell Tolls by Metallica'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '55.6761',\n",
+       "  '12.5683',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Poe Mans Dreams by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43',\n",
+       "  '87',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Better ma. By Pearl jam'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '32.0853',\n",
+       "  '34.7818',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Funkytown by Lipps'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '48.86',\n",
+       "  '2.35',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'imperial - j^p^n'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53706',\n",
+       "  '22.3964',\n",
+       "  '114.1095',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"Put Your Records On\" by Corinne Bailey Rae'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Engineering Physics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.9204',\n",
+       "  '-93.2802',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Houdini - Foster the People'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '19.10 by Childish Gambino'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'data science',\n",
+       "  '53703',\n",
+       "  '56',\n",
+       "  '51',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'too many night, metro boomin'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My major is Economics with Mathematics Emphasis (BS)',\n",
+       "  'N/A',\n",
+       "  '53705',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'English language\\n\\nReturn of the Mack by Mark Morrison\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.8',\n",
+       "  '89.7',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Hannukah Song- Adam Sandler'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.9495',\n",
+       "  '-89.151',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'More Than a Feeling by Boston'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '57703',\n",
+       "  '74.8',\n",
+       "  '41.33',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Dancing with Myself\\xa0 by Billy Idol'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '29.9511',\n",
+       "  '-90.0715',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Shut up and Dance -Walk the moon'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53711',\n",
+       "  '29.9511',\n",
+       "  '-90.0715',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'The jeopardy song'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'After Last Night by Bruno Mars, Anderson Paak, Silk Sonic\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Accounting',\n",
+       "  'Information Systems',\n",
+       "  '53703',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Steady Love, Ben Rector'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '53.4645',\n",
+       "  '-2.2896',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Juke Box Hero\\xa0\\n\\nForeigner'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Mathematics\\xa0',\n",
+       "  'Data Science\\xa0',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '\"The Changing Times\" by Earth, Wind & Fire\\xa0'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '23',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40',\n",
+       "  '-76',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Better Now - Post Malone'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Genetics',\n",
+       "  'N/A',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pursuit of Happiness- Kid Cudi'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53706',\n",
+       "  '43.0722',\n",
+       "  '89.4008',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Caribbean Queen (No More Love On The Run) By Billy Ocean'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8847',\n",
+       "  '-87.6166',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Overdue (feat. Travis Scott) by Metro Boomin'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Genetics',\n",
+       "  'Certificate: Data Science & Global Health',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pursuit of Happiness- Kid Cudi'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0592',\n",
+       "  '141.3555',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Top of the World - Carpenters'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Little wing Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.2286',\n",
+       "  '-88.1104',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"Let's Get It On, Marvin Gaye\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  'N/A',\n",
+       "  'Entrepreneurship certificate.\\xa0',\n",
+       "  '53715',\n",
+       "  '41',\n",
+       "  '87',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Margaritaville - Jimmy Buffett\\xa0'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Possibly business finance\\xa0',\n",
+       "  '53706',\n",
+       "  '35.2488',\n",
+       "  '24.9132',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Letter from Houston by Rod Wave\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Virtual Insanity - Jamiroquai'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My major is Information Science.',\n",
+       "  \"I'd like to pursue the Data Science Certificate or major as well.\",\n",
+       "  '53703',\n",
+       "  '38.1157',\n",
+       "  '13.3615',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Snooze by SZA'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '23',\n",
+       "  '114',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.1101',\n",
+       "  '-87.9074',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"God's Plan- Drake\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '-19.9173',\n",
+       "  '-43.9346',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Clube da Esquina 7 - Milton Nascimento'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Journalism',\n",
+       "  '53706',\n",
+       "  '30.3935',\n",
+       "  '-86.4958',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'One Man Band by Old Dominion'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '28431',\n",
+       "  '48.8647',\n",
+       "  '2.349',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Here with me by dv4d'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '38.9433',\n",
+       "  '-94.7342',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Sun to Me- Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7608',\n",
+       "  '111.891',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Alors On Danse - Stromae'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Impossible - Travis Scott'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '64.8367',\n",
+       "  '-147.7389',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Back in Black by AC/DC'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53701',\n",
+       "  '45.1027',\n",
+       "  '-93.4649',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'I prefer anything country, but my favorite song right now is Life Changes by Thomas Rhett.\\xa0'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.2271',\n",
+       "  '-80.8431',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Amazing by Rex Orange County'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'I am currently undecided but interested in the STEM and Business fields',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.3891',\n",
+       "  '-5.9845',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '\"If I Can Dream\" by Elvis Presley'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"What You Won't Do For Love by Bobby Caldwell\\n\\n\\xa0\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53703',\n",
+       "  '-37.8136',\n",
+       "  '144.9631',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Need to know -John Newman'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'BME',\n",
+       "  'N/A',\n",
+       "  '53711',\n",
+       "  '22.54',\n",
+       "  '114',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'A sky full of stars - coldplay'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '36.1627',\n",
+       "  '-86.7816',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Like We Used To by A Rocket To The Moon'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53719',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Ex-factor by Lauryn Hill'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '53.3501',\n",
+       "  '6.2662',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heavy Eyes by Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Finance, RMI, Economics',\n",
+       "  '53726',\n",
+       "  '42.9765',\n",
+       "  '88.1084',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '7 & 7, Turnpike Troubadours'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Education Studies',\n",
+       "  'Psychology',\n",
+       "  '53703',\n",
+       "  '35.8714',\n",
+       "  '128.6014',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Top of the World - Carpenters'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43',\n",
+       "  '-89',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Baby Shark'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53706',\n",
+       "  '37.9659',\n",
+       "  '23.7325',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No Surprises by Radiohead'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'environmental sciences',\n",
+       "  '',\n",
+       "  '53703',\n",
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+       "  '11.582',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'I lived-One Republic'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
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+       "  'Mathematics',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'All My Love by Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '36.16',\n",
+       "  '-86.78',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'I Remember Everything by Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
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+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Take a Walk by Passion Pit'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'CS',\n",
+       "  '53706',\n",
+       "  '26.0745',\n",
+       "  '119.2965',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'We will Rock you'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '27',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  'No',\n",
+       "  '53705',\n",
+       "  '19.7418',\n",
+       "  '-155.8444',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"Don't look back in anger\\xa0\"],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '53.3456',\n",
+       "  '-6.2559',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Stick Season, Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'The Other Side of the Door by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'Mathematics in the Physical and Biological Sciences(BS), Computer Science Certificate\\xa0',\n",
+       "  '53703',\n",
+       "  '42.8501',\n",
+       "  '-106.3252',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dopesmoker - 2022 Remastered Version - Sleep'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology and Spanish',\n",
+       "  '',\n",
+       "  '53701',\n",
+       "  '45.891',\n",
+       "  '-123.9619',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Ella Baila Sola by Peso Pluma'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary field of study is Economics but I am also pursuing a certificate in data science.\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Hey driver - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '30.2672',\n",
+       "  '-97.7431',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Nikes on my feet Mac Miller'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.2436',\n",
+       "  '-109.01',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'RAVE RATS VOLUME 1: INTERDIMENSIONAL LIFE by ooxygen'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Margaritaville by Jimmy Buffet'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '24.4539',\n",
+       "  '54.3773',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'IDK'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '48.2082',\n",
+       "  '16.3738',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Shallow - Lady Gaga'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'BUS: Finance',\n",
+       "  '53706',\n",
+       "  '44.9537',\n",
+       "  '-93.09',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Baby, Justin Bieber'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Erase Me, Kid Cudi'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
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+       "  '53715',\n",
+       "  '44.8945',\n",
+       "  '-93.6728',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Hey Driver- Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.7502',\n",
+       "  '-90.3356',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Fly me to the moon, Frank Sinatra'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '59.9139',\n",
+       "  '10.7522',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Normal Girl - SZA'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Break From Toronto - PARTYNEXTDOOR'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Accounting',\n",
+       "  '53597',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Graduation - Kanye West'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.74',\n",
+       "  '-104.98',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'temperature-sean paul'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Santeria by Sublime'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '45.056',\n",
+       "  '92.8088',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'More Than A Feeling by Boston'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'Marketing',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.4174',\n",
+       "  '2.2122',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'One of my favorite songs is Pull me out of this by Fred Again'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Never gonna give you up -Rick Astley'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.4605',\n",
+       "  '-122.1703',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'saturday night'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Finance',\n",
+       "  '53703',\n",
+       "  '6.5244',\n",
+       "  '3.3792',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'The Color Violet - Tory Lanez'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'Comm Arts',\n",
+       "  'no',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'For Tonight --- Giveon'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.74',\n",
+       "  '-104.98',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'vienna, Billy Joel'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '49.2764',\n",
+       "  '-0.7056',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Stairway to Heaven by Led Zeppelin'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'economics',\n",
+       "  'DS',\n",
+       "  '53703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '“the greatest” Lana Del Rey'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '17.385',\n",
+       "  '78.4867',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Saint Pablo - Kanye West'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.424',\n",
+       "  '-124.069',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Waltz No. 2 by Dmitri Shostakovich'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"All Your'n by Tyler Childers\"],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '24.18',\n",
+       "  '102.98',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '\\xa0Never gonna give you up'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Heavy Eyes, Zach Bryan\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Cake by the Ocean by DNCE'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Political Science',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Stacey's Mom\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '22.3312',\n",
+       "  '103.838',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"2 soon\" - keshi'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Intend to double major in Data Science',\n",
+       "  '53706',\n",
+       "  '41.8844',\n",
+       "  '-87.6191',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '1998 by Monsune'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science Certificate\\xa0',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'It’s all so incredibly loud, Glass Animals'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Immortal by 21 Savage'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.0082',\n",
+       "  '28.9784',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Little Dark Age by MGMT'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Romeo and Juliet by Peter McPoland'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'Information Systems',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '59.9139',\n",
+       "  '10.7522',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Deep Down(ft. Never Dull) - Alok\\n\\nGive it to Me - Timbaland'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53593',\n",
+       "  '55.9502',\n",
+       "  '-3.1875',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'I Will Survive by Gloria Gaynor'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'LMLY'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Biochemistry',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '51.5099',\n",
+       "  '-0.1278',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Burn Burn Burn by Zach Byran'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8894',\n",
+       "  '12.4924',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Houstonfornication, Travis Scott'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3249',\n",
+       "  '-71.0706',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Blood on my jeans - Juice Wrld'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '18.582',\n",
+       "  '-68.4055',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Rod Wave - Call Your Friends\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Closer By the Chainsmokers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Electric Feel, MGMT'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I dont listen to music'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance',\n",
+       "  '53703',\n",
+       "  '42.3012',\n",
+       "  '-71.3157',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Sunday by Earl Sweatshirt'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Data Science',\n",
+       "  '.',\n",
+       "  '.',\n",
+       "  '53706',\n",
+       "  '37.5',\n",
+       "  '127',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'snowman - seung hwan jeong'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '22.3964',\n",
+       "  '114.1095',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Black and White by Juice Wrld'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Statistics, Risk Management and Insurance, Certificate in Mathematics',\n",
+       "  '53719',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sovereign Light Cafe, Keane'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '31',\n",
+       "  '-238',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Castle on the Hill - by Ed Sheeran'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'World to the wise. Matt Corman'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'STRINGS by MAX, featuring JVKE and Bazzi'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'paranoid- Rio da yung og'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '41.8614',\n",
+       "  '-87.6114',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Wildfire by Periphery'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '\\xa0Data Science',\n",
+       "  '53711',\n",
+       "  '35.7101',\n",
+       "  '139.8107',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Lemon Tree by the Fools Garden'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '38.5385',\n",
+       "  '-75.0617',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Be young, be foolish, be happy by The Tams.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Still pretty undecided but I am between Computer Science, Data Science, and business.\\xa0',\n",
+       "  '',\n",
+       "  '68114',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'All Star by Smash Mouth'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.5951',\n",
+       "  '-82.5515',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Good Days - SZA'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Adults Are Talking - The Strokes'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '22.1565',\n",
+       "  '-100.9855',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'FE!N by Travis Scott'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.8886',\n",
+       "  '88.0384',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"One of my favorite songs is '98 Braves by Morgan Wallen.\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '1.2062',\n",
+       "  '103.7959',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Golden Hour by Mark Lee'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '17',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'A Sky Full Of Stars- Coldplay'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'December 1963 (What a Night)'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '36.1699',\n",
+       "  '-115.1398',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Drive By by Train.'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.9105',\n",
+       "  '-93.3487',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Center Point Road by Thomas Rhett, Kelsea Ballerini'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.778',\n",
+       "  '-122.42',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Work Song by Hozier'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Materials Science and Engineering',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Good Old-Fashioned Lover Boy - Queen'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Microbiology',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'So Right, Shaun'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53703',\n",
+       "  '38.707',\n",
+       "  '-9.1356',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Taylor Swift \"Paper Rings\"'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7948',\n",
+       "  '-73.9628',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'sk8er boi - arvil lavinge'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  'Data Science\\xa0',\n",
+       "  'Information Science',\n",
+       "  '53706',\n",
+       "  '44.37',\n",
+       "  '-89.81',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'How You Like That- Blackpink'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Feel Good Inc. by Gorillaz'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'Data Science\\xa0',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '29.6548',\n",
+       "  '91.1405',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '608 by Salt'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Global Health',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Slide by Calvin Harris ft. Frank Ocean & Migos'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science\\xa0',\n",
+       "  'I have two minors; Data Science and Digital Studies\\xa0',\n",
+       "  '53703',\n",
+       "  '-87.6298',\n",
+       "  '41.8781',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'August by Taylor Swift\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'If by Bread'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Languages',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.74',\n",
+       "  '-105',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Water by Mother Falcon'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '144',\n",
+       "  '-37',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '[Excitable - Def Leppard] (https://www.youtube.com/watch?v=jqVfxWgfWhw)'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Memories, by David Guetta.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53736',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'softly by clairo\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '59.9139',\n",
+       "  '10.7522',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Perfect places\\n\\nArtist: Lorde'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '47.0505',\n",
+       "  '8.3053',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Breathe Deeper, Tame Impala'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems (Business)',\n",
+       "  '53703',\n",
+       "  '33.4725',\n",
+       "  '-81.9644',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Last Train Home, John Mayer.'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics with Mathematical Emphasis\\xa0',\n",
+       "  'Data Science,',\n",
+       "  '53703',\n",
+       "  '42.7165',\n",
+       "  '12.1116',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Tiny Dancer by Elton John'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
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+       "  '11.2558',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Pride-Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Song: Cupid\\n\\nArtist: FIFTY FIFTY'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'passionfruit- drake'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.1031',\n",
+       "  '-84.512',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Call Me Maybe - Carly Rae Jepsen'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science\\nGame Design certificate',\n",
+       "  '53702',\n",
+       "  '28.7041',\n",
+       "  '77.1025',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Better Now by Post Malone'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Science: Chemistry',\n",
+       "  '',\n",
+       "  'Biochemistry',\n",
+       "  '20016',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I would rather not answer'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Nutritional Sciences',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Sweet Virginia by The Rolling Stones'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
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+       "  '-80.2515',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Touch the Sky - Kanye West'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information science',\n",
+       "  'Human development and family studies\\xa0',\n",
+       "  '53726',\n",
+       "  '45.4059',\n",
+       "  '-86.9087',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Radio Lana Del Ray\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '*******************\\nParty Rock Anthem,\\xa0\\n*******************\\n\\n******\\nLMFAO\\xa0\\n******'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Pursuing certificate in Data Science.\\xa0',\n",
+       "  '53711',\n",
+       "  '35.0116',\n",
+       "  '135.768',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nightcall- Kavinsky'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance, Finance',\n",
+       "  '53703',\n",
+       "  '37.4467',\n",
+       "  '25.3289',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'london boy by taylor swift'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science Certificate',\n",
+       "  '53711',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'https://www.youtube.com/watch?v=XjN8qEs_K7c&list=PLuVodMYS9xWblpzyNp9CwjERyndPTnCGV&index=6'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.9232',\n",
+       "  '-93.4853',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Kodachrome- Paul Simon'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '24.4539',\n",
+       "  '54.3773',\n",
+       "  'green pepper',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Kiss The Sky'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53703',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dancing With Myself by Billy Idol'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '17',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '13.0827',\n",
+       "  '80.2707',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Starships by Nicki Minaj'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '-',\n",
+       "  '-',\n",
+       "  '53715',\n",
+       "  '44.1782',\n",
+       "  '-88.4772',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Just Wanna Rock - Lil Uzi Vert'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Marketing or Mathematics',\n",
+       "  '53706',\n",
+       "  '40',\n",
+       "  '116',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Save Your Tears(Remix) --Ariana Grande& The Weekend'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  \"It's not a secondary major, but I'm completing a certificate in Computer Science.\",\n",
+       "  '53562',\n",
+       "  '55.9515',\n",
+       "  '-3.1895',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Second Child, Restless Child by The Oh Hellos'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53597',\n",
+       "  '47.2144',\n",
+       "  '14.7788',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Black Summer - Red Hot Chili Peppers\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '24.9905',\n",
+       "  '-77.3897',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'East Side of Sorrow\\n\\nZach Bryan'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Life i a Highway - Rascal Flatts'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  'Double majoring in Data Science and Consumer Behavior and Marketplace Studies',\n",
+       "  'Consumer Behavior and Marketplace Studies',\n",
+       "  '53703',\n",
+       "  '35.1796',\n",
+       "  '129.0756',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Kid Laroi - Always do\\xa0'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5519',\n",
+       "  '127.0246',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'I have few.\\n\\nMadvillain : Great Day\\n\\nRadiohead: Let down\\n\\nThe Strokes: Hard to Explain'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Zach Bryan - I remember everything'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bohemian Rhapsody by Queen'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43',\n",
+       "  '87',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Free Bird- Lynyrd Skynyrd'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Blue World, Mac Miller\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Civil Engineering',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.513',\n",
+       "  '88.013',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Remember You- Skid Row'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer Behavior and Marketplace Studies',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Supercut by Lorde'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '51.5986',\n",
+       "  '-0.0752',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Today is a Good Day - Ice Cube'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '21.593',\n",
+       "  '-158.1034',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Doses & Mimosas by Cherub'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Data science',\n",
+       "  '53719',\n",
+       "  '-27.4954',\n",
+       "  '-64.8601',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Andromeda by Weyes Blood'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53703',\n",
+       "  '41.87',\n",
+       "  '-87.6657',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'The world is yours- Nas'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '40.865',\n",
+       "  '-73.4175',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Piano Man Billy Joel'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'Psychology',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '22.5429',\n",
+       "  '114.0596',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Ballad in G minor by Chopin'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '',\n",
+       "  '40.7128',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'a little bit yours by jp saxe'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7094',\n",
+       "  '-73.8049',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Deal by Jerry Garcia.'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'I am a Mechanical Engineer interested in automotive engineering; car design, formula 1 etc.',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.677',\n",
+       "  '-111.0429',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Oklahoma City, Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Sick Love by The Red Hot Chili Peppers'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
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+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Right Round -\\xa0 Flo Rida'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
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+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Juice World - Wasted'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Sinônimos'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
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+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'The Last Great American Dynasty by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Wonderful World by Sam Cooke'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
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+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Doo Wop - Ms. Lauryn Hill'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
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+       "  'Yes',\n",
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+       "  'Crocs & Wock - Babytron'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
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+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Experience - Ludovico Einaudi'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
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+       "  '89.3991',\n",
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+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'running up that hill\\n\\nKate Bush'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
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+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Ain't No Mountain High Enough by Marvin Gaye and Tammi Terrell.\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Kickstart my heart, Motley Crue'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
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+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"girls like me don't cry (remix) - thuy ft. MIN\"],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
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+       "  'Other (please provide details below).',\n",
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+       "  '-91.1071',\n",
+       "  'tater tots',\n",
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+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Mona Lisa by Dominic Fike'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
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+       "  '',\n",
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+       "  'pepperoni',\n",
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+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Renegade by Big Red Machine (ft. Taylor Swift)'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
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+       "  '53715',\n",
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+       "  '72.4973',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Around me - Metro Boomin'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '41.813',\n",
+       "  '-87.629',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Self Control by Frank Ocean'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
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+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Thneedville by John Powell and Cinco Paul'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
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+       "  'No',\n",
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+       "  'Yes',\n",
+       "  'Bucket List by Mitchell Tenpenny'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
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+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sunroof- Nicky Youre'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
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+       "  '43',\n",
+       "  '-80',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'WOLVES (Hauzer)'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
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+       "  '135.768',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'All In My Head by Whethan'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
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+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Brian's Movie: peach pit\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
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+       "  '53703',\n",
+       "  '44.978',\n",
+       "  '-93.2707',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Upside Down, Jack Johnson'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  'N/A',\n",
+       "  'Economics, Data Science',\n",
+       "  '53706',\n",
+       "  '33.749',\n",
+       "  '84.388',\n",
+       "  'pineapple',\n",
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+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Ctrl + Del by MegaGoneFree'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
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+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Entropy by Daniel Caesar'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
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+       "  '120.5641',\n",
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+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'There is a light that never goes out, the Smiths'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
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+       "  '12.3388',\n",
+       "  'pepperoni',\n",
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+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Teenagers by My Chemical Romance'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
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+       "  '',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Run-Around by Blue Traveler'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Statistics, Data Science Certificate, Mathematics Certificate',\n",
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+       "  'FE!N\\n\\nTravis Scott, Playboi Carti'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
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+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Sunday Bloody Sunday - U2'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
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+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Santeria, Sublime'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53715',\n",
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+       "  '-118.2437',\n",
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+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'My favorite one will be The tale of 2 Citiez by J Cole'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
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+       "  'night owl',\n",
+       "  'No',\n",
+       "  'El Dorado - Zach Bryan\\n\\nScenes from an Italian restaurant - Billy Joel\\n\\nWouldve could’ve should’ve - Taylor swift'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
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+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'In Your Atmosphere (live) - John Mayer\\xa0'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
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+       "  '',\n",
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+       "  '-71.0589',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Colder weather- Zac brown band\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  'no',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'August - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Communication Arts',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Simulation Swarm - Big Thief'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Physics',\n",
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+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'The Color Violet - Tory Lanez'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
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+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Starboy - Weeknd'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  'Chemical engineering',\n",
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+       "  '34.3416',\n",
+       "  '108.9398',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You Belong With Me - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0597',\n",
+       "  '-88.0269',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'AA-Isaiah Rashad'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Margaritaville, Jimmy Buffett'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic science\\xa0',\n",
+       "  'Does ROTC count?',\n",
+       "  '53706',\n",
+       "  '47.8864',\n",
+       "  '106.9057',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'I have a lot lol\\n\\nWater no get enemy-Fela Kuti is probably my favorite\\xa0\\n\\nI also love 70s rock if you want to talk about bands from then, a little from the 80s\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Personal Finance',\n",
+       "  '53703',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'White Iverson - Post Malone'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43',\n",
+       "  '-89',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Pretty much anything by Led Zeppelin'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53713',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'GEEKALEEK by OHGEESY'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.788',\n",
+       "  '-74.3921',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'i know you hate me, midwxst'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Political science\\xa0',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Slide Away by Oasis'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Headlines by Drake'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'I Remember Everything by Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'computer science',\n",
+       "  '53703',\n",
+       "  '31',\n",
+       "  '121',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'lemon tree\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.4796',\n",
+       "  '-110.7624',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'shout Pt. 1 and 2 - the isley brothers\\xa0'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53703',\n",
+       "  '39.1031',\n",
+       "  '-84.512',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Cupid by Fifty Fifty'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '25',\n",
+       "  'Business: Other',\n",
+       "  'Business Analytics',\n",
+       "  'None',\n",
+       "  '53705',\n",
+       "  '15.2993',\n",
+       "  '74.124',\n",
+       "  'tater tots',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Shake it off - By Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.8112',\n",
+       "  '13.055',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Flashing Lights by Kanye West'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.535',\n",
+       "  '126.99',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Ghost of you by 5SOS'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dark Horse. Katy Perry'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.6782',\n",
+       "  '-73.9442',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Shiver - Coldplay\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Can't Tell Me Nothing by Kanye West\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Too many nights- Metro Boomin\\xa0'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ BS',\n",
+       "  'Certificates in DS & Consulting',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Shiver-Coldplay'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '45.17',\n",
+       "  '-93.87',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Eye of the Tiger by Survivor'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '-33.8688',\n",
+       "  '151.2093',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Read My Mind by the Killers'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Computer science or data science',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'any taylor swift'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '34.4208',\n",
+       "  '-119.6982',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Chicken Fried-Zac Brown Band'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  'biochemistry',\n",
+       "  'certificate of data science',\n",
+       "  '53711',\n",
+       "  '31.23',\n",
+       "  '121.47',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '\\xa0\\n\\nTaylor Swift\\n\\nLove Story'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Econ',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Let it Happen Tame Impala'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Certificate in Data Science',\n",
+       "  '53703',\n",
+       "  '47.6062',\n",
+       "  '122.3321',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Elton John- Funeral for a Friend/Love Lies Bleeding'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.215',\n",
+       "  '-87.9955',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance, Legal Studies',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'All too Well, Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  \"I'm a double-major in Math and Computer Science.\\xa0\",\n",
+       "  \"I'm a double-major in Math and Computer Science.\\xa0\",\n",
+       "  '53706',\n",
+       "  '43.073',\n",
+       "  '-89.401',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Listen to the Music: The Doobie Brothers'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53707',\n",
+       "  '43.0779',\n",
+       "  '-89.3902',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Revival, Zach bryan\\xa0'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics Major/ Data Science Minor',\n",
+       "  '53703',\n",
+       "  '41.2959',\n",
+       "  '73.7933',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Sky Full of Stars- Coldplay'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Business: Finance',\n",
+       "  '53715',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lose My Mind - Jai Wolf'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Econ',\n",
+       "  '53715',\n",
+       "  '21.1619',\n",
+       "  '-86.8515',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Just the two of us - Washington Jr.'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '45.1865',\n",
+       "  '-87.1239',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Hey Driver- Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '36.2048',\n",
+       "  '138.2529',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Pretender by OFFICIAL HIGE DANDISM'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53598',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Holiday - Green Day'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Engineering: Other',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dancing Queen by ABBA'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Last Nite-Strokes'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'It will Rain - Bruno Mars\\n\\nBlank Space - Taylor Swift\\n\\nRight There - Ariana Grande\\xa0\\n\\nStuck with U - Ariana Grande & Justin Bieber\\xa0'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.9753',\n",
+       "  '23.7361',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Homecoming, Kanye West'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics with certificate in data science\\xa0',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Chris Stapleton White Horse'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.4173',\n",
+       "  '27.6964',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'S91 by Karol G'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '38.288',\n",
+       "  '-85.67',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Waiting on the world to change, John Mayer'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '-',\n",
+       "  'Considering another business major as well as a language certificate',\n",
+       "  '53706',\n",
+       "  '44.3289',\n",
+       "  '-88.5391',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Surf - Mac Miller'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.4782',\n",
+       "  '-110.7627',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Something in the Orange - Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '55.9533',\n",
+       "  '3.1883',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Build Me Up Buttercup by The Foundations'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6528',\n",
+       "  '139.8395',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'For my hand, Burna Boy feat. Ed Sheeran\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.4406',\n",
+       "  '-79.9959',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Take Me Home Country Roads - John Denver'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science, Global Health\\xa0',\n",
+       "  '53726',\n",
+       "  '44.9765',\n",
+       "  '-93.2652',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Where The Streets Have No Name - U2'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I intend to pursue a double major with Neurobiology and Data Science.',\n",
+       "  '-',\n",
+       "  '53706',\n",
+       "  '25.1972',\n",
+       "  '55.2744',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Crazy by Aerosmith'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Data science',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Timeless by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  'N/a',\n",
+       "  'Certificate in Data Science',\n",
+       "  '53715',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Hold on We're Going Home by Drake\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.3894',\n",
+       "  '2.1588',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Brazil- Declan Mckenna\\n\\nBritish Bombs- Declan McKenna'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '26',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53560',\n",
+       "  '55.8931',\n",
+       "  '-3.0666',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"I'm Gonna Be (500 Miles) by the Proclaimers\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'GIS/Cartography',\n",
+       "  'Political Science, Data Science',\n",
+       "  '35715',\n",
+       "  '-88.99',\n",
+       "  '45.1686',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'With Arms Wide Open - Creed'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is Economics.\\n\\n\\xa0',\n",
+       "  'and my second major is Data Science.',\n",
+       "  '53715',\n",
+       "  '17.385',\n",
+       "  '78.4867',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Say you won't let go- James Arthur\\n\\nGASOLINA- Daddy Yankee\"],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '1.3521',\n",
+       "  '103.8198',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Held Up in New York City - Mia Lailani, Devan Ibiza'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk management',\n",
+       "  '53706',\n",
+       "  '39.1333',\n",
+       "  '117.1833',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'One of my favorite songs is \"Maroon .45\" by ME3CH.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  'statistics',\n",
+       "  '53706',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Hundred by Khalid\\xa0'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"Don't look back in anger- Oasis\"],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53703',\n",
+       "  '87.6298',\n",
+       "  '41.8781',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Franklins Tower, Dead and Company 7/14/2018'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'PRIDE. by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '44.5133',\n",
+       "  '-88.0158',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'When the Levee Breaks - Led Zeppelin'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.771',\n",
+       "  '11.2486',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Paranoid - Black Sabbath'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Business: Information Systems & Data Science Double Major',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Another is Waiting - The Avett Brothers'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'rich spirit by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '55.6761',\n",
+       "  '12.5683',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Drunk in the morning - Lukas Graham'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Someday - The Strokes'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '32.22',\n",
+       "  '-80.75',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Homegrown by Zac Brown Band'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Constellations - Jack Johnson'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '34.0549',\n",
+       "  '118.2426',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Come On Eileen\\xa0\\n\\nBy Dexys Midnight Runners\\xa0'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '74.006',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Free Bird - Lynyrd Skynyrd'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.416',\n",
+       "  '-3.703',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'come as you are, nirvana'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Clarity by Zedd\\xa0'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics Major\\xa0',\n",
+       "  'Data Science Certificate or Minor',\n",
+       "  '53706',\n",
+       "  '22.3964',\n",
+       "  '114.1095',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'The Less I know The Better - Tame Impala'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Superposition Daniel Caesar'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Chemistry',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Don't Stop Believing by Journey\\xa0\"],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
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+       "  '10.7579',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Apologize - OneRepublic'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Homesick - Noah Kahan'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '46.7867',\n",
+       "  '92.1005',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Birdhouse In Your Soul (They Might Be Giants)'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
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+       "  '44',\n",
+       "  '-94',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Rick Astley- Never Gonna Give You Up'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '65.6466',\n",
+       "  '-21.643',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Choose Life by Poorstacy'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Love Story- Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '雪distance - Capper\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '51.7692',\n",
+       "  '19.4018',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Eventually by Tame Impala'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '48.857',\n",
+       "  '2.352',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Clean by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is economics and I will major in Business (Actuarial Science or Accounting).',\n",
+       "  'As a secondary major, I have an interest in Data Science.',\n",
+       "  '53703',\n",
+       "  '36',\n",
+       "  '127.7',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vancouver - BIG Naughty\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.9598',\n",
+       "  '-104.8202',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Hotel California by the Eagles'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.628',\n",
+       "  '14.485',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No More by Jazzmeia Horn'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.4203',\n",
+       "  '-88.1865',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Style - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Welcome to New York, Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '90210 - Travis Scott'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.6636',\n",
+       "  '105.8792',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"We'll All Be Here Forever by Noah Kahan\"],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.5937',\n",
+       "  '-93.4329',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'One Beer - MF DOOM'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I'm a Dairy Science major, but am pursuing a Data Science certificate.\",\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '42.36',\n",
+       "  '71.1',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Secrets by One Republic'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information systems\\xa0\\xa0',\n",
+       "  '53706',\n",
+       "  '3.139',\n",
+       "  '101.6869',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Knocking on Heavens Door, Guns n roses'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"This Town's Been Too Good To Us by Dylan Scott\"],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.9608',\n",
+       "  '-89.6302',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Need a Favor - Jelly Roll'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
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+       "  '53703',\n",
+       "  '32.7765',\n",
+       "  '-79.9311',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Revival - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'White Lies- Max Frost'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Education Studies',\n",
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+       "  '53703',\n",
+       "  '30.5728',\n",
+       "  '104.0668',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hindenburg lover-Anson Seabra'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '30',\n",
+       "  '20',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'hello from adele'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
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+       "  '-90.9505',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'All along the watchtower, Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
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+       "  '53706',\n",
+       "  '30.3539',\n",
+       "  '97.7702',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Pink + White by Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.4855',\n",
+       "  '-106.8336',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Viva La Vida - Coldplay\\n\\n\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics, English',\n",
+       "  '53706',\n",
+       "  '60.3913',\n",
+       "  '5.3221',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Before the Sun - Greg alan isakov'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Moonlight on The River, Mac Demarco'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Engineering: Biological Systems\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Fast Car by Luke Combs'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Favorite Song Toosii'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '32',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer Behavior and Marketplace Studies',\n",
+       "  'Digital Studies, Business Cert for non-business majors',\n",
+       "  '53719',\n",
+       "  '23.1136',\n",
+       "  '-82.3666',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Arctic Monkey’s - Do I wanna Know ( Dua Lipa Cover)\\xa0'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
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+       "  '',\n",
+       "  '53703',\n",
+       "  '36.058',\n",
+       "  '103.79',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '<<Love Story>>; Taylor Swift;\\xa0'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Spanish',\n",
+       "  '53703',\n",
+       "  '37.3891',\n",
+       "  '-5.9845',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Everybody wants to rule the world by Tears for fears'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '38.6973',\n",
+       "  '-9.4218',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Go Your Own Way - Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53706',\n",
+       "  '42.1491',\n",
+       "  '-84.0202',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'TNT by AC DC'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
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+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '35.6895',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Threat to Joy- Strokes'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'I am double majoring in data science and economics.',\n",
+       "  '53706',\n",
+       "  '41.7851',\n",
+       "  '-88.2471',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Back to December by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.98',\n",
+       "  '93.27',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fade Into You - Mazzy Star'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53590',\n",
+       "  '47.9972',\n",
+       "  '7.8538',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Bohemian Rhapsody - Queen'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.9',\n",
+       "  '12.5',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Getaway car'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.61',\n",
+       "  '-94.21',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Everybody Wants to Rule the World - Tears For Fears'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.4168',\n",
+       "  '3.7038',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'One of then is Find Your Flame by SEGA'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hotel California - Eagles'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Spanish',\n",
+       "  '53706',\n",
+       "  '46.7828',\n",
+       "  '-92.1055',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"Stacy's Mom\"],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'All my love - Noah Kahan'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '32.8262',\n",
+       "  '-117.2642',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Down Low, Dombresky'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided\\xa0',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '64.1472',\n",
+       "  '-21.9424',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'i by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics w data science certificate',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7306',\n",
+       "  '-73.9352',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Schizo - Travis Scott & Young Thug'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Management & Human Resources',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '10.8231',\n",
+       "  '106.6297',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Flowers - Miley Cyrus'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53534',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'All I wanna do-Jay Park'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'surf - mac miller'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '23.7142',\n",
+       "  '-166.205',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Somthing in the Orange (Zack Bryan)'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '40.5509',\n",
+       "  '14.2429',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Any Taylor Swift Song, one including Fearless'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53562',\n",
+       "  '19.0533',\n",
+       "  '-104.3161',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Escape (The Pina Colada Song) - Rupert Holmes'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Anything by Taylor Swift (must be Taylor's Version if the album is available)\\xa0\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  'Data Science\\xa0',\n",
+       "  '55424',\n",
+       "  '21.1743',\n",
+       "  '-86.8466',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Some nights - fun.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am a sociology major.',\n",
+       "  'A few minors but no other majors at this point.\\xa0',\n",
+       "  '53726',\n",
+       "  '43',\n",
+       "  '-88',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Natural Mystic - Bob Marley'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '34.6819',\n",
+       "  '112.4681',\n",
+       "  'green pepper',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Komm, süßer Tod (come on sweet death)'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '-22.9068',\n",
+       "  '43.1729',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Red Red Wine by UB40'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '44.9932',\n",
+       "  '-93.5635',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chan Chan; Bueno Vista Social Club\\xa0'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  'political science',\n",
+       "  '53715',\n",
+       "  '41.9',\n",
+       "  '12.5',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'sundress Asap Rocky'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53703',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Blinding Lights, The Weeknd\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '23.0033',\n",
+       "  '120.2588',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"It's a Kind of Magic - Queen\"],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '34.4208',\n",
+       "  '-119.6982',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Cigarette Daydreams by Cage the Elephant'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Can't Tell Me Nothing - Kanye West\\xa0\"],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  'data science',\n",
+       "  '53706',\n",
+       "  '39.2783',\n",
+       "  '-74.5755',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Goodmorning by bleachers'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'A double major in Data Science and Economics',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.0742',\n",
+       "  '21.8243',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'New Romantics - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '39.9527',\n",
+       "  '-75.164',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Golden Hour- jVke'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'I am also planning to major in Business Management.',\n",
+       "  '53706',\n",
+       "  '35.6528',\n",
+       "  '139.8395',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'I do not really have a specific favorite song, but my all-time favorite genres are rocks\\xa0with bands like Queens, The White Stripes, Linkin Park,...But mostly I listen to unlyrical songs like phonk and lofi depending on the mood.\\xa0'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '21',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Gymnopedie No. 1 - Eric Satie'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '39.6003',\n",
+       "  '-105.9831',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Istanbul (Not Constantinople)'],\n",
+       " ...]"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cs220_csv = process_csv('cs220_survey_data.csv')\n",
+    "cs220_csv"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Store the header row into `cs220_header`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['section',\n",
+       " 'Lecture',\n",
+       " 'Age',\n",
+       " 'Primary major',\n",
+       " 'Other Primary Major',\n",
+       " 'Other majors',\n",
+       " 'Zip Code',\n",
+       " 'Latitude',\n",
+       " 'Longitude',\n",
+       " 'Pizza topping',\n",
+       " 'Cats or dogs',\n",
+       " 'Runner',\n",
+       " 'Sleep habit',\n",
+       " 'Procrastinator',\n",
+       " 'Song']"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cs220_header = cs220_csv[0]\n",
+    "cs220_header"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Store all of the data rows into `cs220_data`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic Science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.256',\n",
+       "  '-88.409',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Kanye'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '51.5072',\n",
+       "  '-0.1257',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Eyes Closed by Ed Sheeran\\xa0'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Eight - IU'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Engineering Undecided',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.9241',\n",
+       "  '-93.3474',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Feathered Indians, Tyler Childers'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Post malone -overdrive'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'No secondary majors\\xa0',\n",
+       "  '53715',\n",
+       "  '51.5072',\n",
+       "  '0.1276',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No Role Modelz\\xa0 - J. Cole\\xa0'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '17',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '53706',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Do Not Disturb - Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5683',\n",
+       "  '157.3409',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.5133',\n",
+       "  '88.0133',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pyro\\xa0\\n\\n\\xa0\\n\\nKings of Leon'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Global Health',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'everywhere by fleetwood mac'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '54601',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'bando playboy carti'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0658',\n",
+       "  '-87.9671',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Today was a good day by Ice Cube'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'data science',\n",
+       "  '53703',\n",
+       "  '43.0766',\n",
+       "  '-89.3972',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nikes on my feet - Mac Miller'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53558',\n",
+       "  '45.0854',\n",
+       "  '93.0081',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Last Night - Morgan Waller'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '28.3852',\n",
+       "  '-81.5639',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Paradise\\xa0 -- Coldplay'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '17',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '32.0809',\n",
+       "  '-81.0912',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Cupid de Locke - the Smashing Pumpkins'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53716',\n",
+       "  '77.82',\n",
+       "  '86.48',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Violent crimes\\xa0\\n\\nKanye west'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '28',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '24.8801',\n",
+       "  '102.8329',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No，I hardly listen to music.'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic Sciences\\xa0',\n",
+       "  'Journalism\\xa0',\n",
+       "  '53706',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dancing Queen\\xa0\\n\\nBy Abba\\xa0'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53703',\n",
+       "  '25.7',\n",
+       "  '-80.2',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'All Me by Drake'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53704',\n",
+       "  '0',\n",
+       "  '0',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'WYS - Snowman'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0833',\n",
+       "  '-89.3725',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Fly Love by Jamie Foxx'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '33.3062',\n",
+       "  '111.8413',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nerves by DPR Ian'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '35.6528',\n",
+       "  '139.8395',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Us by milet'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Comp sci, certificate in economic analytics',\n",
+       "  '53715',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Everlong - Foo Fighters'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'BS Art',\n",
+       "  '',\n",
+       "  '53593',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mariah Carey - All I Want for Christmas Is You'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.07',\n",
+       "  '-89.4',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vienna by Billy Joel'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53175',\n",
+       "  '42.8646',\n",
+       "  '-88.3332',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Temperature by Sean Paul'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53706',\n",
+       "  '47.6081',\n",
+       "  '-122.0117',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fly High!!, Burnout Syndrome\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '34',\n",
+       "  '5',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'say so - doja cat'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '47',\n",
+       "  '86',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '7 Years - Lukas Graham'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
+       "  'information science',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '29.4393',\n",
+       "  '106.4556',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'love story'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'Sociology',\n",
+       "  '53703',\n",
+       "  '43.07',\n",
+       "  '-89.4',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Cudi Zone- Kid Cudi'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Peppas - Farruko'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '38258',\n",
+       "  '46.3131',\n",
+       "  '-91.4905',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No Remorse Metalica'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '3.2028',\n",
+       "  '73.2207',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Rich Men North of Richmond\\n\\nOliver Anthony'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Never Gonna Give You Up -Rick Astley\\n\\n\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '1134',\n",
+       "  '40.4111',\n",
+       "  '-105.6413',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Out of Touch by Daryl Hall and John Oats'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Public Health and Policy',\n",
+       "  '53706',\n",
+       "  '37.5',\n",
+       "  '126.9',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'No One Else Like You(Adam Levine)'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pursuit of Happiness by Kid Cudi'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '12.957',\n",
+       "  '77.401',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Out of Touch by Hall and Oates'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Where the Boat Leaves From By Zac Brown Band'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'bme',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'noah kahan - mess'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.0476',\n",
+       "  '-77.132',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ with math emphasis (photography certificate)\\n\\n\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '-41.2865',\n",
+       "  '174.7762',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'None.\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Sultans of Swing - Dire Straits'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '45.3733',\n",
+       "  '84.9553',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'kimdracula - deftones'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is Economics.',\n",
+       "  \"I'm planning to get data science certificate.\",\n",
+       "  '53715',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dandelions - Ruth B.'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '40.7',\n",
+       "  '-74',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"I don't really have a favorite song.\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer behavior and marketplace studies.',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Love Story - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bright Size Life by Pat Metheny'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'I am considering majoring in Genetics as well',\n",
+       "  '53706',\n",
+       "  '45.6378',\n",
+       "  '-89.4113',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Young Girls - Bruno Mars'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"Wont Back Down\"\\n\\n-Tom Petty'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Genetics',\n",
+       "  'Data science',\n",
+       "  '53706',\n",
+       "  '42.0262',\n",
+       "  '-88.0697',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Merrry-Go-Round of life by joe Hisaishi'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '\"a lot\" by 21 savage'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '31.2244',\n",
+       "  '121.4692',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'ハゼ馳せる果てるまで \\xa0by ずっと真夜中でいいのに'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'i’m considering a double major in economics or political science\\xa0',\n",
+       "  '53703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'alien superstar by beyoncé\\xa0'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Mathematics/AMEP',\n",
+       "  'N/A',\n",
+       "  'Certificate in Data Science',\n",
+       "  '53703',\n",
+       "  '19.4326',\n",
+       "  '-99.1332',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Runaway by Kanye West (Fyi: it’s a 10 min song)'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'you belong with me by taylor swift'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '38.752',\n",
+       "  '48.8466',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Kerosene -Crystal Castles'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics and Psychology\\xa0',\n",
+       "  'Possibly a Data science minor\\xa0',\n",
+       "  '53703',\n",
+       "  '40.4406',\n",
+       "  '-79.9959',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Wonderwall - Oasis'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Mathematics and Economics',\n",
+       "  '53703',\n",
+       "  '86.9212',\n",
+       "  '40.4237',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Christmas List by Anson Seabra'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53708',\n",
+       "  '42.3611',\n",
+       "  '-71.0571',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sultans of Swing by Dire Straits'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Chemistry',\n",
+       "  '',\n",
+       "  'None',\n",
+       "  '53715',\n",
+       "  '37.5683',\n",
+       "  '126.9978',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Under the bridge - Red Hot Chili Peppers'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data science.\\xa0',\n",
+       "  '53703',\n",
+       "  '36.6769',\n",
+       "  '117.1201',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heat waves by Glass Animals'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hey ya- outkast'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53704',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'The adults are talking-The strokes'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53706',\n",
+       "  '24.5551',\n",
+       "  '-81.78',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Circles- bangers only & fawlin'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Upside Down, Jack Johnson'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Secondary major: Computer Science',\n",
+       "  '53711',\n",
+       "  '35.6528',\n",
+       "  '139.8395',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mayonaka no Door / Stay With Me'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'maybe data science',\n",
+       "  '53703',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dancing with A Stranger\\xa0\\n\\nSam Smith and Normani\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Pre-business.',\n",
+       "  'Want to do Computer Science as my secondary major.',\n",
+       "  '53718',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Lose Yourself - Eminem'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Science: Other',\n",
+       "  'Zoology\\xa0',\n",
+       "  'Conservation Biology\\xa0',\n",
+       "  '53706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Fall- Lovejoy\\xa0'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'French, International Studies',\n",
+       "  '53715',\n",
+       "  '43',\n",
+       "  '89.4',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Tiny Dancer, Elton John'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My favorite song is Hate you by Yerin Baek.'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'it changes often, through many genres, but currently,\\n\\nAaron Hibell - destroyer of worlds (oppenheimer trance edit)\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'Data Science',\n",
+       "  '53703',\n",
+       "  '0.8035',\n",
+       "  '90.0425',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lifestyles of the Rich and Famous by Good Charlotte'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Computer Engineering',\n",
+       "  'NA',\n",
+       "  '53715',\n",
+       "  '39.795',\n",
+       "  '-74.7773',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'NA'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.4647',\n",
+       "  '9.1885',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Drake-Passionfruit'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I'm a Computer Science Major.\\xa0\\xa0\",\n",
+       "  \"I'm a Data science Major.\",\n",
+       "  '53706',\n",
+       "  '42.2475',\n",
+       "  '-84.4089',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Just like me by A boogie wit da hoodie.'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Love Lost - Mac Miller'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  '',\n",
+       "  'Data Science, Mathematics',\n",
+       "  '53706',\n",
+       "  '39.4822',\n",
+       "  '-106.0462',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Keep Your Head Up\\xa0\\n\\nby Andy Grammar'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53073',\n",
+       "  '60.3913',\n",
+       "  '5.3221',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Iron Lung - King Gizzard and the Lizard Wizard'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ Major\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Follow God by Kayne West'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53076',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'The Difference -Flume'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science.',\n",
+       "  'Economics.',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'GEEKED N BLESSED by LUCKI'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Journalism',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.3874',\n",
+       "  '2.1686',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'revival zach bryan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics and certificate in Data Science\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '23.2494',\n",
+       "  '106.4111',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Sketzo by Travis Scott and Young Thug'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  'Finance',\n",
+       "  'data science',\n",
+       "  '53705',\n",
+       "  '200',\n",
+       "  '116',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Who am I- why don't we\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Runaway- Kanye\\xa0'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'Pass',\n",
+       "  'Pass',\n",
+       "  '53705',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Steal the show\", by Lauv\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Bank Account - 21 Savage'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '-23.5505',\n",
+       "  '-46.6333',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Violent Crimes - Kanye West\\xa0\\n\\nps: Not a fan at all of him as a person, but huge fan of his work.'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '53706',\n",
+       "  '50',\n",
+       "  '21',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Symphony No. 9 by Ludwig van Beethoven'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.7261',\n",
+       "  '-87.7895',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Margaritaville by Jimmy Buffett'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '26.1242',\n",
+       "  '-80.1436',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Wash it all away, Five Finger Death Punch'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.1281',\n",
+       "  '-88.0937',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Thunderstruck AC/DC'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'No',\n",
+       "  '53703',\n",
+       "  '30.5728',\n",
+       "  '104.0668',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  '蓝雨 -- Jacky Cheung'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '31.5879',\n",
+       "  '120.2127',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Samudrartha and Wildfire by HOYO-MiX\\n\\nWatchtower of the East by Quadimension\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.2401',\n",
+       "  '24.8093',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Seventh Sense by NCT U'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0128',\n",
+       "  '-88.2351',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hannah Montana by the Migos'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.3874',\n",
+       "  '2.1686',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Your love - Sosa UK'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '29',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Beat it, Michael Jackson'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.6532',\n",
+       "  '-79.3832',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Killer Queen - Queen'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Shampoo Bottles - Peach Pit'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '30.5928',\n",
+       "  '114.305',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Communication Arts',\n",
+       "  '53706',\n",
+       "  '52.7107',\n",
+       "  '-8.879',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Boomerang by Summer Set'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic Science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '64',\n",
+       "  '21',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Still deciding between math or data science',\n",
+       "  '53703',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Mandy by Barry Manilow'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Forever Young; Blackpink'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '\"Peg\" - Steely Dan\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data Science\\xa0',\n",
+       "  'Economics',\n",
+       "  '53703',\n",
+       "  '12.9',\n",
+       "  '77.5',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Metallica - Enter Sandman'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '73506',\n",
+       "  '8.538',\n",
+       "  '-80.7821',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Como has estau? -Mora\\n\\nQuevedo - Quevedo\\n\\nYankee- quevedo'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53719',\n",
+       "  '55.7558',\n",
+       "  '37.6173',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Cate's Brother by Maisie Peters\"],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '47.9031',\n",
+       "  '-91.8565',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Kiss Me - Sixpence None The Richer'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'Mechanical Engineering',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'This Side of Paradise - Coyote Theory\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'Econ',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41',\n",
+       "  '-73.6',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sunflower seeds by bryce vine\\xa0'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '25',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35',\n",
+       "  '129',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Not today - bts'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Math',\n",
+       "  '53703',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'All We Know\\n\\nThe Chainsmokers'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '26',\n",
+       "  'Business: Other',\n",
+       "  'MBA specializing in tech strategy and product management\\xa0',\n",
+       "  '',\n",
+       "  '53558',\n",
+       "  '41.0082',\n",
+       "  '28.9784',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Tears in the Rain, The Weeknd\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.6541',\n",
+       "  '109.8201',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Yellow - Coldplay'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.0568',\n",
+       "  '118.3406',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Common Jasmin Orange by Jay Chou\\n\\nit's a Chinese song, so you probably can't understand the lyrics\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '46.7828',\n",
+       "  '-92.1055',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"I'm Just Ken by Ryan Gosling\"],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'Comp Sci\\xa0',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  \"Don't go breaking my heart - Elton John\\xa0\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53719',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pride by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Talking to the Moon--Bruno Mars'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'consumer science',\n",
+       "  \"i don't have\",\n",
+       "  '53703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'hero Mariah Carey'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '13.7563',\n",
+       "  '100.5018',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Die for you by the Weeknd'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You give love a bad name - Bon Jovi'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'RMI',\n",
+       "  '53703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Get out off town - Anita O'day\"],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '49',\n",
+       "  '-123',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Whatever :)'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '537061127',\n",
+       "  '36.1627',\n",
+       "  '-86.7816',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Runnin' With the Devil - EVH\"],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Math',\n",
+       "  '53703',\n",
+       "  '43.0969',\n",
+       "  '-89.5115',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Homemade - Jake Owen'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '1000',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Imagine Dragons, Radioactive.'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.2134',\n",
+       "  '-88.5018',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '3005 - Childish Gambino'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53216',\n",
+       "  '20.8854',\n",
+       "  '-156.6653',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.71',\n",
+       "  '-74',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Japanese Denim by Daniel Caesar'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '14.5995',\n",
+       "  '120.9842',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Cherry Wine- Grent Perez'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '85.8398',\n",
+       "  '10.2985',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Streems\" by The Symposium'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  \"I'm double majoring in mathematics and statistics; I hope to do research in some sort of applied probability theory after graduating (e.g. econometrics, mathematical biology, etc.)\",\n",
+       "  'n/a',\n",
+       "  '53726',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'How Much a Dollar Cost, by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'business',\n",
+       "  '53715',\n",
+       "  '27.4967',\n",
+       "  '-82.6948',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Jimmy Cooks - Drake'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'I am doing eco and plan to get a ds certificate',\n",
+       "  'no',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"''Capital''by Lo Ta-you\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Shiva - Spillage Village & JID'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '35.9594',\n",
+       "  '-83.9196',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Talkin' Tennessee by Morgan Wallen\"],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '44.5667',\n",
+       "  '-92.5343',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'street dreams by nas'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Take it Easy - The Eagles\\n\\nOtherside - Red Hot Chili Peppers'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Global Health',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '42.3601',\n",
+       "  '71.0589',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Somewhere Only We Know by Keane'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3314',\n",
+       "  '-83.0458',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Life Goes On - Lil Baby, Lil Uzi Vert, Gunna'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Biomechanics focus, Dance Certificate',\n",
+       "  '53715',\n",
+       "  '36.1627',\n",
+       "  '-86.7816',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'No specific songs but I love Elton John, Queen, Noah Kahan'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.07',\n",
+       "  '-89.38',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Swimming Horses by Siouxsie and the Banshees'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'I Want My Tears Back--Nightwish'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Physics',\n",
+       "  '53706',\n",
+       "  '27.7172',\n",
+       "  '85.3239',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Hall of fame'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53706',\n",
+       "  '48.8647',\n",
+       "  '2.349',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Let It Happen - Tame Impala'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'LOYALTY FT. RIHANNA - KENDRICK LAMAR'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Danza Kuduro - Don Omar'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.3769',\n",
+       "  '8.5417',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Blue Jay Way by the Beatles'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '35',\n",
+       "  '36',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'TALLY BLACKPINK'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Data Sciene',\n",
+       "  '53706',\n",
+       "  '43.0707',\n",
+       "  '-89.4142',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Build me up Buttercup- The foundations'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '34.34',\n",
+       "  '108.93',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'The name is Super Gremlin. Artist is Kodak Black.\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '537061127',\n",
+       "  '3.139',\n",
+       "  '101.6869',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Edge of Desire - John Mayer'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53562',\n",
+       "  '44.5004',\n",
+       "  '-88.0613',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8842',\n",
+       "  '-87.6324',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Stayin Alive, Drake and DJ Khalid'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '56.4907',\n",
+       "  '-4.2026',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Maroon by Taylor swift\\xa0'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'was provided',\n",
+       "  'German (maybe)',\n",
+       "  '53726',\n",
+       "  '48.1351',\n",
+       "  '11.582',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You Proof - Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Springsteen - Eric Church'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '36.3932',\n",
+       "  '25.4615',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mercy Now by Mary Gauthier'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Data science\\xa0',\n",
+       "  '53715',\n",
+       "  '30.2667',\n",
+       "  '-97.7333',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Hey driver Zach Bryan\\xa0'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I remember by Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
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+       "  '53715',\n",
+       "  '44.0999',\n",
+       "  '9.7382',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Bury Me in Georgia by Kane Brown'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'Finance',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mona Lisas and mad hatters by elton john'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '38',\n",
+       "  '-77',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'dont stop believing\\xa0'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.78',\n",
+       "  '-73.97',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Replay by Iyaz\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Cream Soda - EXO'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Beast of Burden - The Rolling Stones'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Upside down- Jack Johnson'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'computer science\\xa0',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'The greatest show man'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
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+       "  '',\n",
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+       "  '87.6298',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Ghost Town-Kanye West'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
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+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Money by Pink Floyd\\xa0'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '36.107',\n",
+       "  '-112.113',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Blinding lights, the weeknd'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.9591',\n",
+       "  '-89.6343',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'any wheeler walker junior song'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '\\xa0\\n\\n\\xa0',\n",
+       "  '',\n",
+       "  '53711',\n",
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+       "  '89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'I will wait by mumford and sons'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'finance',\n",
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+       "  '87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'La Cancion, Bad Bunny and J Balvin'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is Economics\\xa0',\n",
+       "  'Informations Systems',\n",
+       "  '53703',\n",
+       "  '33.8812',\n",
+       "  '-118.4072',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lakeshore Drive Aloitta Haynes Jeramiah'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.88',\n",
+       "  '-87.63',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Everything She Aint, Hailey Whitters'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ',\n",
+       "  'no',\n",
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+       "  '-89.4012',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'In the night gardeen'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'math',\n",
+       "  '53715',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'bones'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '\\\\',\n",
+       "  'Economics major, Data Science certificate',\n",
+       "  '53703',\n",
+       "  '39.8954',\n",
+       "  '116.3946',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'no preference'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'ETA - New Jeans'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics\\xa0',\n",
+       "  'Data science\\xa0\\n\\n\\xa0',\n",
+       "  '53703',\n",
+       "  '33.6188',\n",
+       "  '-117.8566',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Heartache on the dance floor - jon pardi\\xa0\\n\\n\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Gone-Nelly/Kelly'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53715',\n",
+       "  '35.414',\n",
+       "  '-79.0933',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Revival - Zach bryan'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  '.',\n",
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+       "  '51.2094',\n",
+       "  '3.2252',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Aria Math'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.95',\n",
+       "  '-73.73',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Closer - Chainsmokers'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '12.9716',\n",
+       "  '77.5946',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Any Coldplay song works!'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53066',\n",
+       "  '43.1144',\n",
+       "  '-88.5072',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'God tier-Baby Tron'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53073',\n",
+       "  '52.3702',\n",
+       "  '4.8952',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vienna: Billy Joel'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Neurobiology',\n",
+       "  'Psychology',\n",
+       "  '53703',\n",
+       "  '60.3913',\n",
+       "  '5.3221',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Title: Ôba, Lá Vem Ela\\n\\nArtist: Jorge Ben'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '《To have，or not to have》\\n\\nLin Sheng Hsiang'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.64',\n",
+       "  '-71.1291',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  '505 - arctic monkeys'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sicko Mode by Travis Scott and Drake'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.033',\n",
+       "  '121.5654',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  'marketing',\n",
+       "  'economics',\n",
+       "  '53706',\n",
+       "  '40',\n",
+       "  '116',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Save Your Tears (Remix)--Ariana Grande& The Weekend'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Biochemistry',\n",
+       "  '53706',\n",
+       "  '10.8231',\n",
+       "  '106.6297',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '\"Dress\"\\n\\nTaylor Swift'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53706',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Shed a light'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  'Econ',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '34.6937',\n",
+       "  '135.5022',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Moon by Kanye west'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  'N/A',\n",
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+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '5SOS - Teeth'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
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+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Planet of the bass'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science Certificate (reason I am taking the course)',\n",
+       "  '53705',\n",
+       "  '39.6403',\n",
+       "  '-106.3709',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'professional Griefers; Deadmau5, Gerard Way'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'International Business',\n",
+       "  '53703',\n",
+       "  '38.6992',\n",
+       "  '-75.0968',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Revival, Zach Bryan\\n\\n\\xa0'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '27',\n",
+       "  'Science: Other',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '44.0164',\n",
+       "  '-92.4754',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Enchanted - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
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+       "  '',\n",
+       "  '53703',\n",
+       "  '28',\n",
+       "  '81',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'More than my hometown by Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  'Business Admin',\n",
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+       "  '53706',\n",
+       "  '36.7194',\n",
+       "  '-4.42',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'cigarette daydreams - cage the elephant'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
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+       "  '85.2563',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'n/a'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Summertime Sadness---Lana Del Rey'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Data Science',\n",
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+       "  '',\n",
+       "  '53706',\n",
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+       "  '139.6917',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Slow Dancing from V'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
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+       "  '53711',\n",
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+       "  '-89.8459',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Rio by Duran Duran'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Business: Actuarial',\n",
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+       "  '',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'dancing in the dark by Bruce Springsteen\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  'My major is Chemistry but I intend to switch to Material Science and Engineering',\n",
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+       "  '53711',\n",
+       "  '48.8647',\n",
+       "  '2.349',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Anything Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
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+       "  '53703',\n",
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+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Landslide Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
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+       "  'Data Science',\n",
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+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Khai Dreams - Sunkissed'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
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+       "  '53715',\n",
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+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Maroon, Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
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+       "  '53703',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Smaller acts- Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
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+       "  '',\n",
+       "  '53701',\n",
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+       "  '-89.1518',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"When I'm gone - Dirty Honey\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Psychology',\n",
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+       "  '37.9838',\n",
+       "  '23.7275',\n",
+       "  'green pepper',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Telepatia by Kali Uchis'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '43.0737',\n",
+       "  '-89.4026',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Trustfall by P!nk (Pink)'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
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+       "  '',\n",
+       "  '53715',\n",
+       "  '42.35',\n",
+       "  '-71.06',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Upside Down - Jack Johnson'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Computer Science, Mathematics',\n",
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+       "  'mushroom',\n",
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+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
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+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Semi-Charmed Life - Third Eye Blind'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
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+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Ultralight Beam- Kanye West'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
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+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Excuses-- Jay Zhou'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics with a Mathematical Emphasis',\n",
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+       "  '53703',\n",
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+       "  '-122.4194',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Cigarette Daydreams by Cage the Elephant'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  'Data Science',\n",
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+       "  '30.5928',\n",
+       "  '114.3052',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Marunouchi Sadistic'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
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+       "  'Data Science',\n",
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+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Staying Over by Sam Grow'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
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+       "  '',\n",
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+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'All Too Well-Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
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+       "  '-122.3',\n",
+       "  'green pepper',\n",
+       "  'neither',\n",
+       "  'No',\n",
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+       "  'Maybe',\n",
+       "  'Good Time (Owl City)'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'Data Science',\n",
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+       "  '-33.8688',\n",
+       "  '151.2093',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Time by Pink Floyd'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53703',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heading South by Zack Bryan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
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+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Honeybee - the Head and the Heart'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
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+       "  '53726',\n",
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+       "  '9.6547',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'John Mayor - Wild Blue\\n\\n\\xa0\\n\\n\\xa0\\n\\n\\xa0\\n\\n\\xa0\\n\\n\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
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+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Burning Heart, Survivor'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '\\xa0\\n\\n\\xa0',\n",
+       "  'Certificate in Data Science',\n",
+       "  '53715',\n",
+       "  '39.483',\n",
+       "  '-106.0463',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '505 by the Arctic Monkeys'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53703',\n",
+       "  '5.4164',\n",
+       "  '100.3327',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Melancholy Hill - Gorillaz'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '55.6672',\n",
+       "  '12.5512',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Pink + White by Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Business: Finance',\n",
+       "  'ECONOMICS\\xa0',\n",
+       "  'FINANCE',\n",
+       "  '53703',\n",
+       "  '-45.0312',\n",
+       "  '168.6626',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Kiss Me Through The Phone - Souja Boy'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economy',\n",
+       "  'no',\n",
+       "  '53703',\n",
+       "  '39',\n",
+       "  '116',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'the nights\\xa0 Avicii'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Political Science',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.0813',\n",
+       "  '-93.135',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No Surprises: Radiohead'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'Maybe data science',\n",
+       "  '53715',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'none at the moment\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53703',\n",
+       "  '38.914',\n",
+       "  '121.6147',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You(=I) by BOL4'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '29.9511',\n",
+       "  '-90.0715',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Margaritaville - Jimmy Buffett'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '60.1699',\n",
+       "  '24.9384',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Poison - Alice Cooper'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53703',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Palm Springs-Virginia To Vegas'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Other',\n",
+       "  'Materials Science and Engineering',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Fragrance of Dark Coffee by Noriyuki Iwadare'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Math',\n",
+       "  'Econ, CS',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Qing tian, Jay Chou'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '24',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '32.4',\n",
+       "  '119.4301',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Just the two of us——Jose James'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Poli Sci & History',\n",
+       "  'Business, Development Economics, Data Science, Public Policy',\n",
+       "  '53715',\n",
+       "  '40.1728',\n",
+       "  '74.006',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"The Adults Are Talking\" by The Strokes'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '28.3731',\n",
+       "  '-81.5569',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'The Story of Us by Taylor Swift'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '38.914',\n",
+       "  '121.6147',\n",
+       "  'tater tots',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Butter—Fly\\xa0 by わだ こうじ'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '52.3676',\n",
+       "  '4.9014',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Orion - Metallica, first section is decent but the entire middle section is the most beautiful piece of music to me and has always been my favorite song ever.'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.4821',\n",
+       "  '-106.0487',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'ivy by taylor swift'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Title: The Less I Know the Better\\n\\nArtist: Tame Impala'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Break My Stride Mattew Wilder'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Biochemistry',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nonsense - Sabrina Carpenter'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6528',\n",
+       "  '139.8395',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fly me to the moon --- Frank Sinatra\\n\\nNight Dancer --- imase'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.4784',\n",
+       "  '-106.0443',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Style by Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Do Not Disturb -Drake'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53715',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chicken Tendies by Clinton Kane'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Mayonaise by The Smashing Pumpkins'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Hysteria - Muse'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'not declare yet',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'blackpink - pink venom'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science certificate',\n",
+       "  '53703',\n",
+       "  '44.5012',\n",
+       "  '-88.0611',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'All That by Mac Miller'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"Always There\" -Greta Van Fleet'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '49',\n",
+       "  '50',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Chandelier - DJ Khaled'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'consumer behavior & marketpace studies, economics',\n",
+       "  '53703',\n",
+       "  '18.2528',\n",
+       "  '109.5119',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Angel, Mosiah'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.0134',\n",
+       "  '-69.3102',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'September by Earth Wind and Fire'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'no option post malone'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Wat's Wrong by Isaiah Rashad\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Double major: Finance, Investment, and Banking / Information Systems',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.6123',\n",
+       "  '-110.7054',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Looking out for you, Joy Again'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science minor',\n",
+       "  '53703',\n",
+       "  '33.8847',\n",
+       "  '-118.4072',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Boss DJ by Sublime'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '39.9526',\n",
+       "  '-75.1652',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Everybody Wants to Rule the World- Tears for Fears'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '30.5728',\n",
+       "  '104.0668',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Until I Found You\\n\\nStephen Sanchez'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'econ',\n",
+       "  'data science',\n",
+       "  '53703',\n",
+       "  '0',\n",
+       "  '45',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'fire on fire Sam Smith'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Data science',\n",
+       "  '53706',\n",
+       "  '43.168',\n",
+       "  '-89.284',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '505 by the artic monkeys'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Textiles and Fashion Design\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '48.6997',\n",
+       "  '-122.8756',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '32 Flavors by Alana Davis\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.9005',\n",
+       "  '-88.0291',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Regular (English Version)- NCT 127'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Spanish',\n",
+       "  '53715',\n",
+       "  '36.1699',\n",
+       "  '-115.1398',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am an undecided freshman major right now. I am thinking about applying to the industrial engineering major or majoring in psychology and legal studies because I have an interest in going to law school.\\xa0',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.7033',\n",
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+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Lay All Your Love On Me by ABBA\\xa0'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40',\n",
+       "  '116',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Play Date\\n\\nMartinez'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science. Possibly data science certificate.',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dandelions by Ruth B.'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '42.1024',\n",
+       "  '-88.0585',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Scientist by Coldplay'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53704',\n",
+       "  '39.904',\n",
+       "  '116.407',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Every song by Jay Chou. A Chinese singer.'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'economics',\n",
+       "  '57306',\n",
+       "  '24.4798',\n",
+       "  '118.0894',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Hills by The weekend'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.076',\n",
+       "  '89.3929',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Jake's Piano - Long Island\\n\\nZach Bryan\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Nuclear Engineering',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '33.493',\n",
+       "  '-111.9258',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Teguila Shots- Kid Cudi'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '53.3498',\n",
+       "  '-6.2603',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"You Can't Make Old Friend by Kenny Rogers ft. Dolly Parton\"],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer Behavior and Marketplace Studies',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.71',\n",
+       "  '-74',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Anything Harry Styles'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '36.0671',\n",
+       "  '120.3826',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'lonely dance'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.9212',\n",
+       "  '-93.4688',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Snow (Hey Oh) by Red Hot Chili Peppers'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'tater tots',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '《lost stars》- Adam Levine'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Geography\\xa0 - Geographic Information Science and Cartography',\n",
+       "  'N/A',\n",
+       "  '53715',\n",
+       "  '45.5017',\n",
+       "  '-73.5673',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Afterglow - Ed Sheeran'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Computer Science',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lost in Paradise , Miura Jam'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '30.1766',\n",
+       "  '-85.8055',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Billie Jean-Micheal Jackson\\n\\nor\\n\\nCum on Feel the Noize-Quiet Riot'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.1898',\n",
+       "  '106.8183',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Peach — Sammy Virji\\xa0'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '22',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '17.4203',\n",
+       "  '78.4029',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Popular (feat. Playboi Carti) by The Weeknd & Madonna'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '53705',\n",
+       "  '37.45',\n",
+       "  '-122.2',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Natural - What If'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'All Falls Down by Kanye West'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Fishing in the Dark - Nitty Gritty Dirt Band'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'snowman-sia'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '28.5383',\n",
+       "  '-81.3792',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Come On Eileen by Dexys Midnight Runners'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '39',\n",
+       "  'Data Science',\n",
+       "  'xxx',\n",
+       "  'Biomedical Data Science',\n",
+       "  '53713',\n",
+       "  '47.3006',\n",
+       "  '-88.0459',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Our Song, Joe Henry'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Science: Other',\n",
+       "  'information science',\n",
+       "  '',\n",
+       "  '53718',\n",
+       "  '40.4259',\n",
+       "  '-86.9081',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Young and Beautiful by Lana Del Rey'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.3597',\n",
+       "  '111.5863',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Baby I'm bleeding - Jpeg Mafia\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '57303',\n",
+       "  '41.8',\n",
+       "  '-72',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Money - The Drums'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Math Econ',\n",
+       "  '53711',\n",
+       "  '48.1376',\n",
+       "  '11.5799',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'FE!N by Travis Scott'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Spanish',\n",
+       "  '53706',\n",
+       "  '44.7666',\n",
+       "  '-85.5946',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Single ladies - Beyoncé'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53718',\n",
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+       "  '-73.9843',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Spectrum - Florence + The Machine, Calvin Harris'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '22.3072',\n",
+       "  '73.1812',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'I have no such preference for songs.'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  'I am a computer science major.',\n",
+       "  'Not Mandatory',\n",
+       "  '53706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Titi me pregunto by bad bunny.'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econometrics',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '24.8801',\n",
+       "  '102.8329',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Resting Ground by Christopher Larkin'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  'data science',\n",
+       "  '53703',\n",
+       "  '5.4203',\n",
+       "  '100.3119',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'You give love a bad name bon jovi'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '52.3702',\n",
+       "  '4.8952',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Radio Ga Ga by Queen.'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '-8.6399',\n",
+       "  '115.1402',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Rise \\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Spanish',\n",
+       "  '53715',\n",
+       "  '44.8504',\n",
+       "  '93.7876',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nonstop by Drake'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '-33.9249',\n",
+       "  '18.4241',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Violent Crimes - Kanye West'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53175',\n",
+       "  '28.5383',\n",
+       "  '-81.3792',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Come On Eileen by Dexys Midnight Runners'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Psychology',\n",
+       "  '53715',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Love Story - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53711',\n",
+       "  '42.6507',\n",
+       "  '18.0944',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Holanda - Jhayco'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '《花海》from 周杰伦；Floral Sea by Jay Chou'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Mechanical Engineering',\n",
+       "  'Physics',\n",
+       "  '53711',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"The Weight of Dreams\" by Greta Van Fleet (modern day copy-cat of Led Zeppelin)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '49.7938',\n",
+       "  '-93.1955',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hurt Feelings by Mac Miller'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Science: Other',\n",
+       "  'master of science information (data analyst)',\n",
+       "  'none',\n",
+       "  '53703',\n",
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+       "  '-123.0868',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'beside you - keshi'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.51',\n",
+       "  '88.01',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dunno - mac miller'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53715',\n",
+       "  '55.6761',\n",
+       "  '12.5683',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Uden dig - ukendt kunster'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Cellular and Molecular Biology',\n",
+       "  'Japanese',\n",
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+       "  '35.3032',\n",
+       "  '139.5657',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Memories by Maroon 5'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5326',\n",
+       "  '127.0246',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Title: Some might say (Oasis)\\xa0\\n\\n\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'Finance\\xa0',\n",
+       "  'Marketing',\n",
+       "  '53715',\n",
+       "  '64.9631',\n",
+       "  '-19.0208',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Jump Around by House of Pain'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided',\n",
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+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'New Beat by Toro y moi'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
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+       "  '53818',\n",
+       "  '43',\n",
+       "  '0',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'None\\xa0'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.9526',\n",
+       "  '-75.1652',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'All the Stars by Kendrick Lamar and SZA'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'cruel summer!!! Taylor swift!!!'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Accounting',\n",
+       "  'Finance',\n",
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+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Change- Bailey Zimmerman'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
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+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Nashville, TN by Chris Stapleton'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '22.5886',\n",
+       "  '88.4043',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Elevated - Shubh'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.9078',\n",
+       "  '127.7669',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'One Call Away - Charlie Puth'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '49.2827',\n",
+       "  '-123.1207',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'before he cheats\\n\\nby carrie underwoods'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
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+       "  '139.6917',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Wind Blows - Dreamcatcher'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53706',\n",
+       "  '43.0517',\n",
+       "  '-89.3427',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'title: wonderwall\\xa0\\n\\nartist: Oasis\\xa0\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53716',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mr. Rager by Kid Audi'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Mathamatics for finance, Economics',\n",
+       "  '53703',\n",
+       "  '24.4798',\n",
+       "  '118.0894',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Not good enough for you-Jay Chou'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'Marketing',\n",
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+       "  '53715',\n",
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+       "  '-87.9065',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"I guess that's why they call it the blues - Elton John\"],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  'I plan to major in Data science.',\n",
+       "  'no second major',\n",
+       "  '53711',\n",
+       "  '33.6225',\n",
+       "  '113.3418',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'That Girl by Olly Murs'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Political Science',\n",
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+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '500 Miles'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '30',\n",
+       "  'Engineering: Other',\n",
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+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"Sweet Child O' Mine - Guns N' Roses\"],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economic',\n",
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+       "  '53705',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'none (just cheese)',\n",
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+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Closer by the chainsmokers'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '33.4484',\n",
+       "  '-112.074',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'runaway by Kanye West'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '25',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '37.1765',\n",
+       "  '-3.5979',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Time of Our life - DAY6'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'French',\n",
+       "  '53703',\n",
+       "  '44.9019',\n",
+       "  '-93.3388',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Brazil- Declan McKenna'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53715',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"November Rain Guns N' Roses\"],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Finance',\n",
+       "  'Econ with data science certificate\\xa0',\n",
+       "  '53703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '(It goes like) nanana by Peggy Gou'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '38.7223',\n",
+       "  '-9.1393',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Nice For What by Drake'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Supply chain, operation technology managment\\xa0',\n",
+       "  '53703',\n",
+       "  '12.4964',\n",
+       "  '41.9028',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My favorite song is probably dancing queen by ABBA'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
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+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Uptown Girl by Billy Joel'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '31.8433',\n",
+       "  '117.2457',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Title: [Mrs. Shexiang] (https://www.last.fm/music/Phoenix+Legend/_/Mrs.+Shexiang)\\n\\nArtist: Phoenix Legend'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '55.68',\n",
+       "  '12.58',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Love Lost - Mac Miller'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics BA',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'My favorite song is Favorite Song.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.4642',\n",
+       "  '9.19',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '****************************\\nThe Weeknd - Save Your Tears\\n****************************'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '31.8089',\n",
+       "  '120.6153',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Blood Type-Viktor Tsoi'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.4855',\n",
+       "  '-106.8336',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'When it Rains it Pours by Luke Combs'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Real Estate',\n",
+       "  '94024',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53703',\n",
+       "  '1.2',\n",
+       "  '4.2',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"I'm gonna be (500miles) by the proclaimers\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.6456',\n",
+       "  '-77.4205',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Jimmy Cooks by Drake'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'Data science',\n",
+       "  '53706',\n",
+       "  '13.8079',\n",
+       "  '108.1094',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Truoc khi em ton tai - Thang\\n\\nMirror ball - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Environmental Science',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Black Swan by BTS'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.79',\n",
+       "  '-89.7',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  \"I don't have a favorite\\xa0\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  'Information and data science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'mayonaise smashing pumpkins'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is Economics.',\n",
+       "  'My secondary major is Psychology.\\xa0 I have declared a certificate in data science.',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hype boy - New Jeans\\n\\nParis in the rain - Lauv\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '32.8328',\n",
+       "  '-117.2713',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'The Pale Moonlight - Kid Cudi'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'information science\\xa0',\n",
+       "  'data science',\n",
+       "  '53706',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Jungle - Drake'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '47.0502',\n",
+       "  '8.3093',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Under Pressure by Queen and David Bowie'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '18.0231',\n",
+       "  '-63.0482',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Could you be loved - Bob Marley\\xa0'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '49.2827',\n",
+       "  '-123.1207',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'tell me what you want - dacelynn'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  'I selected Statistics above.',\n",
+       "  'I am considering double majoring in data science.',\n",
+       "  '53703',\n",
+       "  '60.1699',\n",
+       "  '24.9384',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Mrs. Hollywood - Go-Jo'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am undecided but planning on potentially majoring in Data Science or at least getting a certificate.\\xa0',\n",
+       "  'I am also potentially majoring in International Studies, but am currently undecided.',\n",
+       "  '53706',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"The Air That I Breathe\" The Hollies\\xa0'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"Jungle by Andre Nickatina. Its Christian Yelich's walk up song.\"],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Psychology',\n",
+       "  '53715',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Daydreaming by Harry Styles'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'Mech E',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.1579',\n",
+       "  '-8.6291',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '19.64',\n",
+       "  '-156',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'From Time by Drake'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '43.485',\n",
+       "  '-89.754',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'New Romantics, Taylor Swift'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  'No',\n",
+       "  '53703',\n",
+       "  '31.23',\n",
+       "  '121.47',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Artist: BLACKPINK, Title: Shut Down'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '31.23',\n",
+       "  '121.47',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Song: Shut Down, Artist: Black Pink'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Flashing Light by Kanye West'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53714',\n",
+       "  '45.8713',\n",
+       "  '-89.7116',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Africa by Toto'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '60.39',\n",
+       "  '5.32',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heat Above by Greta Van Fleet'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Genetics and Genomics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '36.7234',\n",
+       "  '25.2822',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Kiss of Venus - Dominic Fike'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data Science and Mathematics\\xa0',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heart Throb - Pritam\\xa0'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8818',\n",
+       "  '-87.8367',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Boogie Wonderland by Earth, Wind, and Fire and The Emotions'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Legal Studies major',\n",
+       "  '',\n",
+       "  '10075',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Dancing in the Moonlight'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Hits Different - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.4642',\n",
+       "  '9.19',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Passionfruit - Drake'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '25.2345',\n",
+       "  '110.18',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Midsummer Madness by 88rising'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '60.8525',\n",
+       "  '7.1136',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Boulevard of Broken Dreams by Green Day'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'unruly NSG,Meeks'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Global Health',\n",
+       "  '53715',\n",
+       "  '18.58',\n",
+       "  '-68.41',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"November Rain, Guns N' Roses\"],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.5004',\n",
+       "  '-88.0613',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '\"Take It Easy\", Eagles'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53590',\n",
+       "  '59.9',\n",
+       "  '10.7',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Trouble by Elvis Presley'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Revival by Zach Bryan\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53590',\n",
+       "  '45.5017',\n",
+       "  '73.5674',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Teeth by 5 Seconds of Summer (please do play this one sometime!)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.227',\n",
+       "  '-88.164',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"stacy's mom by fountains of wayne\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.3314',\n",
+       "  '-83.0458',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Always Forever by Cults'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '36.3719',\n",
+       "  '-94.2027',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'At the Beach by the Avett Brothers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Free bird - lynyrd skynyrd'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Behavioral Economics',\n",
+       "  'Mathematics, Data Science Minor',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Sitting on Top of the World - Burna Boy'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '34.4208',\n",
+       "  '-119.6982',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'snooze by SZA'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.584',\n",
+       "  '-87.82',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Outside- Calvin Harris'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.1324',\n",
+       "  '24.815',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Thunder by Imagine Dragons\\xa0'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.79',\n",
+       "  '-89.723',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Eye of the Tiger'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '-33.9249',\n",
+       "  '18.4241',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'The Adults Are Talking - The Strokes'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'My primary major is Atmospheric and Oceanic Science.',\n",
+       "  'I am considering double majoring in either Environmental Studies or Math.\\xa0',\n",
+       "  '53715',\n",
+       "  '40.5853',\n",
+       "  '-105.0844',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '\"Tidal\" Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.9',\n",
+       "  '-87.6',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Revival by Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics.',\n",
+       "  'Data Science.',\n",
+       "  '53703',\n",
+       "  '44.972',\n",
+       "  '-93.51',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Broken Clocks by SZA.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics and Data Science',\n",
+       "  '',\n",
+       "  '57315',\n",
+       "  '42.6256',\n",
+       "  '-71.3853',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Style by Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '-',\n",
+       "  'Econ\\xa0',\n",
+       "  '53711',\n",
+       "  '1.3521',\n",
+       "  '43.0731',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'low-key - Nikki'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '61.2114',\n",
+       "  '-149.7313',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '\"I Wonder\" by Kanye West'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '46.5436',\n",
+       "  '-87.3954',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Snow, Red Hot Chili Peppers\\xa0'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43',\n",
+       "  '-89.3',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'FIEN, Travis Scott'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53715',\n",
+       "  '27.2195',\n",
+       "  '78.0216',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Taylor Swift- Style'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Science: Physics',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53706',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Concorde -- Black Country, New Road'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  'no',\n",
+       "  '53705',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'What you mean to me -- Matthew Morrison/Laura Michelle Kelly'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53706',\n",
+       "  '1.3521',\n",
+       "  '103.8198',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'When the Day is Done by Grent Perez'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53719',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Father Time - Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  'Business related but undecided.',\n",
+       "  'n/a',\n",
+       "  '53706',\n",
+       "  '37.5326',\n",
+       "  '127.0246',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'New Jeans - ETA\\n\\nNew Jeans - OMG'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.2387',\n",
+       "  '-87.9596',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Laugh Now Cry Later - Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.4714',\n",
+       "  '-110.7688',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My Old School - Steely Dan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.07',\n",
+       "  '-89.4',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"I Hope That's True by Morgan Wallen\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided.',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Stitches-Shawn Mendes'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  'Finance',\n",
+       "  'Information Systems',\n",
+       "  '53718',\n",
+       "  '43.6511',\n",
+       "  '-79.347',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Over by Drake'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '13.7563',\n",
+       "  '100.5018',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hurricane Kanye West'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nonstop by Drake'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science, BS',\n",
+       "  '53703',\n",
+       "  '37.5683',\n",
+       "  '126.9978',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"'Mourning' - Post Malone\"],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.44',\n",
+       "  '25.37',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Spotless- Zach Bryan ft. The Lumineers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Business: Information Systems',\n",
+       "  '53715',\n",
+       "  '52.3702',\n",
+       "  '4.8952',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'As It Was by Harry Styles'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '24.4882',\n",
+       "  '54.3773',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.9856',\n",
+       "  '-88.0761',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Aries - Fools gold\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '33.4484',\n",
+       "  '-112.074',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'fire burning -sean kingston\\xa0'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Ordinaryish People, by AJR'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics, with data science certificate.',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '34.7466',\n",
+       "  '113.6253',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'One Last Kiss, by Utada Hikaru'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43.2815',\n",
+       "  '-88.4091',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Normal Girl by SZA'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.6349',\n",
+       "  '-106.5283',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dark Necessities by The Red Hot Chilli Peppers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53706',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Scared 2 be Lonely--Lil Tjay'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Ladder - Margolnick'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53706',\n",
+       "  '60.1282',\n",
+       "  '18.6435',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Smells like teen spirit-Nirvana & Pretender- Foo Fighters (I'm never able to select my most favourite out of these two)\"],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic Studies',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '44.447',\n",
+       "  '88.889',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Julia - Mt. Joy'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.3886',\n",
+       "  '-88.0226',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Need 2\" by Pinegrove'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '29.4316',\n",
+       "  '106.9123',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '“FIREWORK” by &TEAM'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'At the End of the Day -Wallows'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53713',\n",
+       "  '3.139',\n",
+       "  '101.6869',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Lady Gaga - Bad Romance'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'N/A',\n",
+       "  '53703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Revival - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Passionfruit\" by Drake'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '46.8108',\n",
+       "  '-90.8182',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"My Hero\" by Foo Fighters\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.3176',\n",
+       "  '82.9739',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Safe and Sound, by Capital cities'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Languages',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '12.9716',\n",
+       "  '77.5946',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'baseball - Hippocampus'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Free Bird- Lynyrd Skynyrd'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Father Stretch My Hands - Kanye West'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '2038',\n",
+       "  '',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Free Bird- Lynyrd Skynyrd'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Statistics, B.S.',\n",
+       "  '53703',\n",
+       "  '30.2741',\n",
+       "  '120.1551',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Careless Whisper by Wham!'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.608',\n",
+       "  '-122.3352',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '************\\nSixteen Tons\\n************\\n\\nGeoff Castellucci\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am an economics major.',\n",
+       "  'I may double major in data science but for now it is a minor.',\n",
+       "  '53703',\n",
+       "  '40.4987',\n",
+       "  '-111.8188',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Walking On A Dream by Empire of The Sun.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.0938',\n",
+       "  '-93.4976',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Drift Away - Uncle Kracker'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Science: Other',\n",
+       "  'Economics',\n",
+       "  'nope',\n",
+       "  '53703',\n",
+       "  '41.7407',\n",
+       "  '123.4399',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Kiss Goodbye'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '54143',\n",
+       "  '37.3891',\n",
+       "  '-5.9845',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'The House of the Rising Sun - The Animals\\xa0'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '46.5',\n",
+       "  '-94.3',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"As She's Walking Away by Zac Brown Band\"],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Junio, Maluma\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '54636',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Cherry by Harry Styles'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53597',\n",
+       "  '44.7866',\n",
+       "  '20.4489',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'bad dream baby - hippo campus'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'N/A',\n",
+       "  '53703',\n",
+       "  '43',\n",
+       "  '-89',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Cough Syrup - Young the Giant\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7865',\n",
+       "  '-74.3921',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fancy\\n\\nDrake'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '-8.6786',\n",
+       "  '115.4556',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hotel California-Eagles'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Freestyle by Lil Baby\\xa0'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Deciding between Biology and Biomedical Engineering',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.2658',\n",
+       "  '-111.3003',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Best of You by the Foo Fighters'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics (Minor in Data Science)',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0722',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Art of Living - Mat Kerekes'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '51.5035',\n",
+       "  '-0.1278',\n",
+       "  'macaroni/pasta',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Movin' Out by Billy Joel\"],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Know - Travis Scott'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  'NA',\n",
+       "  'Currently in astrophysics but trying to transfer into the school of Engineering for Mechanical Engineering.\\xa0',\n",
+       "  '53703',\n",
+       "  '21.3069',\n",
+       "  '-157.8583',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"It's my Life, Bon Jovi\"],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Maybe majoring in data science but I might minor it.',\n",
+       "  '53706',\n",
+       "  '60.1282',\n",
+       "  '18.6435',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Mad at the World - Heffron Drive'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Out of My League - Fitz and the Trantrums'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43',\n",
+       "  '-89',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'post malone'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '31',\n",
+       "  '121',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Something Just Like This - The Chainsmokers & Coldplay'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics and Data Science.',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '26.6141',\n",
+       "  '-81.8258',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Sweet Caroline, Neil Diamond'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '25',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Zoology Major',\n",
+       "  'n/a',\n",
+       "  '53719',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dirty Little Secret\\n\\nSong by The All-American Rejects'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39',\n",
+       "  '116',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'see you again'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Fear and Fridays - Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Holy Ground by Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Wish You Were Here - Pink Floyd\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '38.5733',\n",
+       "  '-109.5498',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Don't You Worry Child by Swedish House Mafia\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '46.2044',\n",
+       "  '6.1432',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '\"Woods\" by Mac Miller'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics major, data science minor\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '38.4187',\n",
+       "  '27.1296',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Piano Man by Billy Joel'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '24.7136',\n",
+       "  '46.6753',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Mohammed Abdu- Artist\\n\\nWienak ya darb al mahaba'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '40',\n",
+       "  'Data Science',\n",
+       "  'Data Science is my primary major.\\n\\nI am a returning student.\\xa0 My past Major was AMEP.\\xa0 Data Science majors didnt exist then.\\xa0 It fits better with what I was working towards.\\xa0 I love probablility and statistics.',\n",
+       "  'NA',\n",
+       "  '53705',\n",
+       "  '43',\n",
+       "  '88',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Moonlight Sonata Movement #1 played on the piano vs the radio while it rains or at night with the windows open is awesome!!!!!!\\n\\n\\xa0\\n\\n\\xa0\\n\\n\\xa0\\n\\nMovement #3 will blow your mind.\\n\\n\\xa0\\n\\nIf you dont like any of those, louisiana harmonica is good.'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53703',\n",
+       "  '45.8733',\n",
+       "  '-63.5841',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Revival, Zach Bryan\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Still deciding from Mathematics, Statistics, and Economics.',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Title: Croatian Rhapsody\\n\\nArtist: Tonci Huljic'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Nursing',\n",
+       "  'Global Health minor\\xa0',\n",
+       "  '53706',\n",
+       "  '43.8376',\n",
+       "  '10.4951',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Gimme! Gimme! Gimme! by ABBA'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics (Math Emphasis) or Math for Econ and finance (still thinking)',\n",
+       "  '53706',\n",
+       "  '55.7558',\n",
+       "  '37.6173',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Safe and Sound by Capital Cities'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Atmospheric and Oceanic Sciences',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Lady May by Tyler Childers'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0742',\n",
+       "  '89.3838',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Little Wing - Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Encore by the Red Hot Chili Peppers\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'undecided',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7306',\n",
+       "  '73.9352',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Erase Me, Lizzie McAlpine'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '45.5152',\n",
+       "  '122.6784',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pennies - Smashing Pumpkins'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.4047',\n",
+       "  '8.9291',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"You Don't Love Me (No, No, No) - Dawn Penn\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '\"What You Know\" by Two Door Cinema Club'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '18.7897',\n",
+       "  '98.9844',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'One of my favorite songs is \"Bahamas\" by HARBOUR.\\xa0'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '17',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53704',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Bang Bang - K'NAAN\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'nuclear engineering',\n",
+       "  '.',\n",
+       "  '53715',\n",
+       "  '47.6',\n",
+       "  '-122.33',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'smells like teen spirit\\xa0\\n\\n-nirvana'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.0742',\n",
+       "  '21.8243',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cardigan - Don Toliver'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Other: Accounting\\n\\n\\xa0',\n",
+       "  'Business- Information Systems',\n",
+       "  '53726',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Abba- Dancing Queen'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  'I am planning to major in neurobiology.',\n",
+       "  'Data Science\\n\\ntotal 2 majors. Neurobiology and Data Science.',\n",
+       "  '53706',\n",
+       "  '36.9741',\n",
+       "  '-122.0288',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Learn To Fly - Foo Fighters'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Show No Regret by Daniel Caesar'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '17',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '57.6202',\n",
+       "  '-133.2372',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'I Wanna Dance with Somebody by Whitney Houston'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Atmospheric and Oceanic Sciences',\n",
+       "  'N/A',\n",
+       "  '53726',\n",
+       "  '42.7',\n",
+       "  '-89.8679',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Might Be Right - White Reaper'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'N/a',\n",
+       "  '53703',\n",
+       "  '25.1931',\n",
+       "  '55.279',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '6th Sense-Kodak Black'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Polaris Remix Saiko ft. Mora Feid Quevedo'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'zz melt - Jagger Finn\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.7394',\n",
+       "  '-93.1258',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Self Care, Mac Miller'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'international studies',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'American Pie, Don Mclean'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.039',\n",
+       "  '-87.906',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Flashing Lights - Kanye West'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53715',\n",
+       "  '88.384',\n",
+       "  '43.0058',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Stick Season\\xa0\\n\\nNoah Kahan'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53713',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Its You by Keshi'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.9141',\n",
+       "  '-89.2558',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Making Eyes by Archers. Madison based metalcore band! (beware of the screamo sections to some of their songs, lol)'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '22.9068',\n",
+       "  '43.172',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Out of Reach- BoywithUke'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Layla by Eric Clapton'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Savage Daughter\\xa0\\xa0\\n\\nSarah Hester Ross'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'FE!N- Travis Scott'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'I am doing a data science certificate and planning on a double major in information systems.',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Hozier\\xa0\\n\\nCherry Wine'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '21.3069',\n",
+       "  '-157.8583',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I KNOW ? - Travis Scott'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '55337',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Other Side of the Door - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  'None',\n",
+       "  'Biology',\n",
+       "  '53706',\n",
+       "  '52.3702',\n",
+       "  '4.8952',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Counting Stars by One Republic'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '1.3521',\n",
+       "  '103.8198',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Someone Like You by Adele\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '44.988',\n",
+       "  '-87.243',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Chattahochee by Alan Jackson'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '23.5859',\n",
+       "  '58.4059',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53706',\n",
+       "  '1.3521',\n",
+       "  '103.8198',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cupid by Fifty Fifty'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'Marketing',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'What is Love by Haddaway'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.1132',\n",
+       "  '-87.9997',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Viva la Vida by Coldplay'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Urban Studies',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '37.9838',\n",
+       "  '23.7275',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Eat The Rich by Aerosmith'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '\"If I Know Me\" by Morgan Wallen'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '18.3288',\n",
+       "  '-66.9713',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Dancing Queen - Abba'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Be Happy by 347aidan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '30.2741',\n",
+       "  '120.1551',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"N/A. I don't have a favorite song.\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Red Eye\\xa0\\n\\nJustin Bieber'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'September by Earth Wind and Fire'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.9857',\n",
+       "  '-123.9082',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '\"Stay\" by Post Malone'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Little Wing by Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'English - Creative Writing',\n",
+       "  '53715',\n",
+       "  '41.8661',\n",
+       "  '-88.107',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Unending Stream of Life -- David Maslanka'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '32.2259',\n",
+       "  '35.2549',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Dakiti - Bad Bunny'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '17',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Computer Science',\n",
+       "  'Along with CS, I plan to do Data Science, and maybe a certificate on Marketing.',\n",
+       "  '53706',\n",
+       "  '29.1523',\n",
+       "  '48.1212',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dance Monkey - Tones and I'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Economics, Information Systems',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'White Room - Cream'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '51.1785',\n",
+       "  '-115.5743',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'green light by lorde'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'Data Science, Mathematics',\n",
+       "  '53706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'AM Gold by Train'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53925',\n",
+       "  '55.9533',\n",
+       "  '-3.1883',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Wonderwall by Oasis\\xa0'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '33.6052',\n",
+       "  '-117.8886',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '23 chayce beckham'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '45.374',\n",
+       "  '-84.9556',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Fire and Rain by James Taylor'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic Science',\n",
+       "  'Mathematics\\xa0',\n",
+       "  '53715',\n",
+       "  '45.2464',\n",
+       "  '-93.3028',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Mr. Blue Sky by Electric Light Orchestra'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'What You Know - Two Door Cinema Club'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.3',\n",
+       "  '-88.4',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"Sing About me, I'm dying of thirst by Kendrick Lamar\"],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Finance, Risk Management and Insurance',\n",
+       "  '53715',\n",
+       "  '40.015',\n",
+       "  '-105.2705',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Sweet Child O' Mine\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '37.664',\n",
+       "  '127.9',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Never go wrong'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'moonwalking in the Calabasas by ddg.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.9481',\n",
+       "  '-74.077',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Set fire to the rain - Adele'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.1204',\n",
+       "  '121.5103',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Studio Ghibli movie music'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  'NA',\n",
+       "  'Real Estate',\n",
+       "  '53703',\n",
+       "  '18.3368',\n",
+       "  '-64.7281',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'You Proof, Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '63.4195',\n",
+       "  '-18.9986',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Ticking by Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.2646',\n",
+       "  '-111.2533',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Romeo and Juliet by the Dire Straits'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '37.7654',\n",
+       "  '-122.4511',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'All I Do - Stevie Wonder'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Astronomy/Physics',\n",
+       "  'Physics',\n",
+       "  '53711',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Bank Account 21 Savage'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  \"Idk if this counts but I'm doing the game design certificate\",\n",
+       "  '53706',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Osmosis by Good Kid'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Pepas by farruco'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53706',\n",
+       "  '47.1212',\n",
+       "  '-88.5645',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Party in the USA'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.6047',\n",
+       "  '1.4442',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cigarettes out the window-Tv Girl'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Business\\xa0',\n",
+       "  '53703',\n",
+       "  '27.0993',\n",
+       "  '-82.4315',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Island In The Sun'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '64.9631',\n",
+       "  '-19.0208',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'cardigan - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Journalism',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.3974',\n",
+       "  '2.13',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Maps - Yeah Yeah Yeahs'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '47.608',\n",
+       "  '122.3352',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Revival Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  'Mathematics',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '50.8476',\n",
+       "  '4.3572',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'New Person, Same Old Mistakes - Tame Impala'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '37.8715',\n",
+       "  '112.5512',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'N/A'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.9802',\n",
+       "  '-75.6421',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Gypsy - Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sultans of Swing by Dire Straights'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-73.9352',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Virtual Insanity - Jamiroquai'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '39.6403',\n",
+       "  '-106.3709',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Whiskey Friends by Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '39.1907',\n",
+       "  '-106.8192',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Try that in a small town - Jason Aldean'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7721',\n",
+       "  '-73.9578',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Company by Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.2974',\n",
+       "  '-96.6059',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'm.y l.i.f.e. J cole\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '-33.9014',\n",
+       "  '151.0576',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Zach Bryan - Revival\\xa0'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'statistics\\xa0',\n",
+       "  '53703',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'love story Taylor swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am currently undecided but I am seriously considering Data Science at the moment.',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '48.7786',\n",
+       "  '2.45',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My Eyes - Travis Scott'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '-81.7136',\n",
+       "  '-109.3253',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'capybara song\\n\\njust search it and you will find'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Too comfortable - Future'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Civil Engineering',\n",
+       "  'Spanish',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Aint no mountain high enough - Marvin Gaye'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53703',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bohemian Rhapsody - Queen'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '49.1747',\n",
+       "  '-123.0194',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Gangsters Paradise\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Double majoring in Biochemistry and Data Science.',\n",
+       "  'Data Science, Biochemistry\\xa0',\n",
+       "  '53703',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Don't Stop; Fleetwood Mac\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '505 - Artic Monkeys'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  'Business',\n",
+       "  '53706',\n",
+       "  '46.2388',\n",
+       "  '-97.3636',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Solo - Future'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heartless by The Weeknd'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Econ, Statistics',\n",
+       "  '53706',\n",
+       "  '55.9502',\n",
+       "  '-3.1875',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Demons by Imagine Dragons'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'My second major is Data Science. My minors are Consulting and Leadership.',\n",
+       "  '53711',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Consume by Chase Atlantic'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Secrets by The Weekend\\xa0'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Finance, Real Estate',\n",
+       "  '53706',\n",
+       "  '38.8707',\n",
+       "  '-106.9809',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Look after you - The Fray'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '38.9828',\n",
+       "  '-76.8819',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'The Vampire Masquerade by Peter Gundry'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53713',\n",
+       "  '43.0663',\n",
+       "  '-89.4049',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '1',\n",
+       "  '1',\n",
+       "  '53711',\n",
+       "  '37',\n",
+       "  '-122',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'For Whom the Bell Tolls by Metallica'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '55.6761',\n",
+       "  '12.5683',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Poe Mans Dreams by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43',\n",
+       "  '87',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Better ma. By Pearl jam'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '32.0853',\n",
+       "  '34.7818',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Funkytown by Lipps'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '48.86',\n",
+       "  '2.35',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'imperial - j^p^n'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53706',\n",
+       "  '22.3964',\n",
+       "  '114.1095',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"Put Your Records On\" by Corinne Bailey Rae'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Engineering Physics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.9204',\n",
+       "  '-93.2802',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Houdini - Foster the People'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '19.10 by Childish Gambino'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'data science',\n",
+       "  '53703',\n",
+       "  '56',\n",
+       "  '51',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'too many night, metro boomin'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My major is Economics with Mathematics Emphasis (BS)',\n",
+       "  'N/A',\n",
+       "  '53705',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'English language\\n\\nReturn of the Mack by Mark Morrison\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.8',\n",
+       "  '89.7',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Hannukah Song- Adam Sandler'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.9495',\n",
+       "  '-89.151',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'More Than a Feeling by Boston'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '57703',\n",
+       "  '74.8',\n",
+       "  '41.33',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Dancing with Myself\\xa0 by Billy Idol'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '29.9511',\n",
+       "  '-90.0715',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Shut up and Dance -Walk the moon'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53711',\n",
+       "  '29.9511',\n",
+       "  '-90.0715',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'The jeopardy song'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'After Last Night by Bruno Mars, Anderson Paak, Silk Sonic\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Accounting',\n",
+       "  'Information Systems',\n",
+       "  '53703',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Steady Love, Ben Rector'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '53.4645',\n",
+       "  '-2.2896',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Juke Box Hero\\xa0\\n\\nForeigner'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Mathematics\\xa0',\n",
+       "  'Data Science\\xa0',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '\"The Changing Times\" by Earth, Wind & Fire\\xa0'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '23',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40',\n",
+       "  '-76',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Better Now - Post Malone'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Genetics',\n",
+       "  'N/A',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pursuit of Happiness- Kid Cudi'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53706',\n",
+       "  '43.0722',\n",
+       "  '89.4008',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Caribbean Queen (No More Love On The Run) By Billy Ocean'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8847',\n",
+       "  '-87.6166',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Overdue (feat. Travis Scott) by Metro Boomin'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Genetics',\n",
+       "  'Certificate: Data Science & Global Health',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pursuit of Happiness- Kid Cudi'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0592',\n",
+       "  '141.3555',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Top of the World - Carpenters'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Little wing Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.2286',\n",
+       "  '-88.1104',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"Let's Get It On, Marvin Gaye\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  'N/A',\n",
+       "  'Entrepreneurship certificate.\\xa0',\n",
+       "  '53715',\n",
+       "  '41',\n",
+       "  '87',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Margaritaville - Jimmy Buffett\\xa0'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Possibly business finance\\xa0',\n",
+       "  '53706',\n",
+       "  '35.2488',\n",
+       "  '24.9132',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Letter from Houston by Rod Wave\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Virtual Insanity - Jamiroquai'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My major is Information Science.',\n",
+       "  \"I'd like to pursue the Data Science Certificate or major as well.\",\n",
+       "  '53703',\n",
+       "  '38.1157',\n",
+       "  '13.3615',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Snooze by SZA'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '23',\n",
+       "  '114',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.1101',\n",
+       "  '-87.9074',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"God's Plan- Drake\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '-19.9173',\n",
+       "  '-43.9346',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Clube da Esquina 7 - Milton Nascimento'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Journalism',\n",
+       "  '53706',\n",
+       "  '30.3935',\n",
+       "  '-86.4958',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'One Man Band by Old Dominion'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '28431',\n",
+       "  '48.8647',\n",
+       "  '2.349',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Here with me by dv4d'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '38.9433',\n",
+       "  '-94.7342',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Sun to Me- Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7608',\n",
+       "  '111.891',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Alors On Danse - Stromae'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Impossible - Travis Scott'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '64.8367',\n",
+       "  '-147.7389',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Back in Black by AC/DC'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53701',\n",
+       "  '45.1027',\n",
+       "  '-93.4649',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'I prefer anything country, but my favorite song right now is Life Changes by Thomas Rhett.\\xa0'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.2271',\n",
+       "  '-80.8431',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Amazing by Rex Orange County'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'I am currently undecided but interested in the STEM and Business fields',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.3891',\n",
+       "  '-5.9845',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '\"If I Can Dream\" by Elvis Presley'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"What You Won't Do For Love by Bobby Caldwell\\n\\n\\xa0\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53703',\n",
+       "  '-37.8136',\n",
+       "  '144.9631',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Need to know -John Newman'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'BME',\n",
+       "  'N/A',\n",
+       "  '53711',\n",
+       "  '22.54',\n",
+       "  '114',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'A sky full of stars - coldplay'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '36.1627',\n",
+       "  '-86.7816',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Like We Used To by A Rocket To The Moon'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53719',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Ex-factor by Lauryn Hill'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '53.3501',\n",
+       "  '6.2662',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heavy Eyes by Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Finance, RMI, Economics',\n",
+       "  '53726',\n",
+       "  '42.9765',\n",
+       "  '88.1084',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '7 & 7, Turnpike Troubadours'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Education Studies',\n",
+       "  'Psychology',\n",
+       "  '53703',\n",
+       "  '35.8714',\n",
+       "  '128.6014',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Top of the World - Carpenters'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43',\n",
+       "  '-89',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Baby Shark'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53706',\n",
+       "  '37.9659',\n",
+       "  '23.7325',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No Surprises by Radiohead'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'environmental sciences',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '48.1351',\n",
+       "  '11.582',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'I lived-One Republic'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'All My Love by Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '36.16',\n",
+       "  '-86.78',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'I Remember Everything by Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Take a Walk by Passion Pit'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'CS',\n",
+       "  '53706',\n",
+       "  '26.0745',\n",
+       "  '119.2965',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'We will Rock you'],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '27',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  'No',\n",
+       "  '53705',\n",
+       "  '19.7418',\n",
+       "  '-155.8444',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"Don't look back in anger\\xa0\"],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '53.3456',\n",
+       "  '-6.2559',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Stick Season, Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance',\n",
+       "  '53703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'The Other Side of the Door by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'Mathematics in the Physical and Biological Sciences(BS), Computer Science Certificate\\xa0',\n",
+       "  '53703',\n",
+       "  '42.8501',\n",
+       "  '-106.3252',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dopesmoker - 2022 Remastered Version - Sleep'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology and Spanish',\n",
+       "  '',\n",
+       "  '53701',\n",
+       "  '45.891',\n",
+       "  '-123.9619',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Ella Baila Sola by Peso Pluma'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary field of study is Economics but I am also pursuing a certificate in data science.\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Hey driver - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '30.2672',\n",
+       "  '-97.7431',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Nikes on my feet Mac Miller'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.2436',\n",
+       "  '-109.01',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'RAVE RATS VOLUME 1: INTERDIMENSIONAL LIFE by ooxygen'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Margaritaville by Jimmy Buffet'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '24.4539',\n",
+       "  '54.3773',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'IDK'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '48.2082',\n",
+       "  '16.3738',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Shallow - Lady Gaga'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'BUS: Finance',\n",
+       "  '53706',\n",
+       "  '44.9537',\n",
+       "  '-93.09',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Baby, Justin Bieber'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Erase Me, Kid Cudi'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.8945',\n",
+       "  '-93.6728',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Hey Driver- Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.7502',\n",
+       "  '-90.3356',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Fly me to the moon, Frank Sinatra'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '59.9139',\n",
+       "  '10.7522',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Normal Girl - SZA'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Break From Toronto - PARTYNEXTDOOR'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Accounting',\n",
+       "  '53597',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Graduation - Kanye West'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.74',\n",
+       "  '-104.98',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'temperature-sean paul'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Santeria by Sublime'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '45.056',\n",
+       "  '92.8088',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'More Than A Feeling by Boston'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'Marketing',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.4174',\n",
+       "  '2.2122',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'One of my favorite songs is Pull me out of this by Fred Again'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Never gonna give you up -Rick Astley'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
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+       "  '',\n",
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+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'saturday night'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Finance',\n",
+       "  '53703',\n",
+       "  '6.5244',\n",
+       "  '3.3792',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'The Color Violet - Tory Lanez'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'Comm Arts',\n",
+       "  'no',\n",
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+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'For Tonight --- Giveon'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
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+       "  '53703',\n",
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+       "  '-104.98',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'vienna, Billy Joel'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
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+       "  '',\n",
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+       "  '53706',\n",
+       "  '49.2764',\n",
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+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Stairway to Heaven by Led Zeppelin'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'economics',\n",
+       "  'DS',\n",
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+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '“the greatest” Lana Del Rey'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '17.385',\n",
+       "  '78.4867',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Saint Pablo - Kanye West'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44.424',\n",
+       "  '-124.069',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Waltz No. 2 by Dmitri Shostakovich'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"All Your'n by Tyler Childers\"],\n",
+       " ['COMP SCI 319:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '24.18',\n",
+       "  '102.98',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '\\xa0Never gonna give you up'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Heavy Eyes, Zach Bryan\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
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+       "  '139.6917',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Cake by the Ocean by DNCE'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Political Science',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Stacey's Mom\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '22.3312',\n",
+       "  '103.838',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"2 soon\" - keshi'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Intend to double major in Data Science',\n",
+       "  '53706',\n",
+       "  '41.8844',\n",
+       "  '-87.6191',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '1998 by Monsune'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science Certificate\\xa0',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'It’s all so incredibly loud, Glass Animals'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Immortal by 21 Savage'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.0082',\n",
+       "  '28.9784',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Little Dark Age by MGMT'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Romeo and Juliet by Peter McPoland'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'Information Systems',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '59.9139',\n",
+       "  '10.7522',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Deep Down(ft. Never Dull) - Alok\\n\\nGive it to Me - Timbaland'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53593',\n",
+       "  '55.9502',\n",
+       "  '-3.1875',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'I Will Survive by Gloria Gaynor'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'LMLY'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Biochemistry',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '51.5099',\n",
+       "  '-0.1278',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Burn Burn Burn by Zach Byran'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8894',\n",
+       "  '12.4924',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Houstonfornication, Travis Scott'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3249',\n",
+       "  '-71.0706',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Blood on my jeans - Juice Wrld'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '18.582',\n",
+       "  '-68.4055',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Rod Wave - Call Your Friends\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
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+       "  '',\n",
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+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Closer By the Chainsmokers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Electric Feel, MGMT'],\n",
+       " ['COMP SCI 220:LAB333, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I dont listen to music'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB333',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance',\n",
+       "  '53703',\n",
+       "  '42.3012',\n",
+       "  '-71.3157',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Sunday by Earl Sweatshirt'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Data Science',\n",
+       "  '.',\n",
+       "  '.',\n",
+       "  '53706',\n",
+       "  '37.5',\n",
+       "  '127',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'snowman - seung hwan jeong'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '22.3964',\n",
+       "  '114.1095',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Black and White by Juice Wrld'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Statistics, Risk Management and Insurance, Certificate in Mathematics',\n",
+       "  '53719',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sovereign Light Cafe, Keane'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '31',\n",
+       "  '-238',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Castle on the Hill - by Ed Sheeran'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'World to the wise. Matt Corman'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'STRINGS by MAX, featuring JVKE and Bazzi'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'paranoid- Rio da yung og'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '41.8614',\n",
+       "  '-87.6114',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Wildfire by Periphery'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '\\xa0Data Science',\n",
+       "  '53711',\n",
+       "  '35.7101',\n",
+       "  '139.8107',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Lemon Tree by the Fools Garden'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '38.5385',\n",
+       "  '-75.0617',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Be young, be foolish, be happy by The Tams.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Still pretty undecided but I am between Computer Science, Data Science, and business.\\xa0',\n",
+       "  '',\n",
+       "  '68114',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'All Star by Smash Mouth'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.5951',\n",
+       "  '-82.5515',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Good Days - SZA'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Adults Are Talking - The Strokes'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '22.1565',\n",
+       "  '-100.9855',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'FE!N by Travis Scott'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.8886',\n",
+       "  '88.0384',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"One of my favorite songs is '98 Braves by Morgan Wallen.\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '1.2062',\n",
+       "  '103.7959',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Golden Hour by Mark Lee'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '17',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'A Sky Full Of Stars- Coldplay'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'December 1963 (What a Night)'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '36.1699',\n",
+       "  '-115.1398',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Drive By by Train.'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.9105',\n",
+       "  '-93.3487',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Center Point Road by Thomas Rhett, Kelsea Ballerini'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.778',\n",
+       "  '-122.42',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Work Song by Hozier'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Materials Science and Engineering',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Good Old-Fashioned Lover Boy - Queen'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Microbiology',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'So Right, Shaun'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53703',\n",
+       "  '38.707',\n",
+       "  '-9.1356',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Taylor Swift \"Paper Rings\"'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7948',\n",
+       "  '-73.9628',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'sk8er boi - arvil lavinge'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  'Data Science\\xa0',\n",
+       "  'Information Science',\n",
+       "  '53706',\n",
+       "  '44.37',\n",
+       "  '-89.81',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'How You Like That- Blackpink'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Feel Good Inc. by Gorillaz'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'Data Science\\xa0',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '29.6548',\n",
+       "  '91.1405',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '608 by Salt'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Global Health',\n",
+       "  '',\n",
+       "  '53703',\n",
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+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Slide by Calvin Harris ft. Frank Ocean & Migos'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science\\xa0',\n",
+       "  'I have two minors; Data Science and Digital Studies\\xa0',\n",
+       "  '53703',\n",
+       "  '-87.6298',\n",
+       "  '41.8781',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'August by Taylor Swift\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'none (just cheese)',\n",
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+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'If by Bread'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Languages',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.74',\n",
+       "  '-105',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Water by Mother Falcon'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
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+       "  '53715',\n",
+       "  '144',\n",
+       "  '-37',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '[Excitable - Def Leppard] (https://www.youtube.com/watch?v=jqVfxWgfWhw)'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Memories, by David Guetta.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
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+       "  '53736',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'softly by clairo\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '59.9139',\n",
+       "  '10.7522',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Perfect places\\n\\nArtist: Lorde'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
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+       "  '53715',\n",
+       "  '47.0505',\n",
+       "  '8.3053',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Breathe Deeper, Tame Impala'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems (Business)',\n",
+       "  '53703',\n",
+       "  '33.4725',\n",
+       "  '-81.9644',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Last Train Home, John Mayer.'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics with Mathematical Emphasis\\xa0',\n",
+       "  'Data Science,',\n",
+       "  '53703',\n",
+       "  '42.7165',\n",
+       "  '12.1116',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Tiny Dancer by Elton John'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Pride-Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Song: Cupid\\n\\nArtist: FIFTY FIFTY'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'passionfruit- drake'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '39.1031',\n",
+       "  '-84.512',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Call Me Maybe - Carly Rae Jepsen'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science\\nGame Design certificate',\n",
+       "  '53702',\n",
+       "  '28.7041',\n",
+       "  '77.1025',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Better Now by Post Malone'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Science: Chemistry',\n",
+       "  '',\n",
+       "  'Biochemistry',\n",
+       "  '20016',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I would rather not answer'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Nutritional Sciences',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Sweet Virginia by The Rolling Stones'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '25.7575',\n",
+       "  '-80.2515',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Touch the Sky - Kanye West'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information science',\n",
+       "  'Human development and family studies\\xa0',\n",
+       "  '53726',\n",
+       "  '45.4059',\n",
+       "  '-86.9087',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Radio Lana Del Ray\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '*******************\\nParty Rock Anthem,\\xa0\\n*******************\\n\\n******\\nLMFAO\\xa0\\n******'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Pursuing certificate in Data Science.\\xa0',\n",
+       "  '53711',\n",
+       "  '35.0116',\n",
+       "  '135.768',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Nightcall- Kavinsky'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management & Insurance, Finance',\n",
+       "  '53703',\n",
+       "  '37.4467',\n",
+       "  '25.3289',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'london boy by taylor swift'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science Certificate',\n",
+       "  '53711',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'https://www.youtube.com/watch?v=XjN8qEs_K7c&list=PLuVodMYS9xWblpzyNp9CwjERyndPTnCGV&index=6'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.9232',\n",
+       "  '-93.4853',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Kodachrome- Paul Simon'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '24.4539',\n",
+       "  '54.3773',\n",
+       "  'green pepper',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Kiss The Sky'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53703',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dancing With Myself by Billy Idol'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '17',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '13.0827',\n",
+       "  '80.2707',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Starships by Nicki Minaj'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '-',\n",
+       "  '-',\n",
+       "  '53715',\n",
+       "  '44.1782',\n",
+       "  '-88.4772',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Just Wanna Rock - Lil Uzi Vert'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Marketing or Mathematics',\n",
+       "  '53706',\n",
+       "  '40',\n",
+       "  '116',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Save Your Tears(Remix) --Ariana Grande& The Weekend'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  \"It's not a secondary major, but I'm completing a certificate in Computer Science.\",\n",
+       "  '53562',\n",
+       "  '55.9515',\n",
+       "  '-3.1895',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Second Child, Restless Child by The Oh Hellos'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53597',\n",
+       "  '47.2144',\n",
+       "  '14.7788',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Black Summer - Red Hot Chili Peppers\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '24.9905',\n",
+       "  '-77.3897',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'East Side of Sorrow\\n\\nZach Bryan'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Life i a Highway - Rascal Flatts'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  'Double majoring in Data Science and Consumer Behavior and Marketplace Studies',\n",
+       "  'Consumer Behavior and Marketplace Studies',\n",
+       "  '53703',\n",
+       "  '35.1796',\n",
+       "  '129.0756',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Kid Laroi - Always do\\xa0'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5519',\n",
+       "  '127.0246',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'I have few.\\n\\nMadvillain : Great Day\\n\\nRadiohead: Let down\\n\\nThe Strokes: Hard to Explain'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Zach Bryan - I remember everything'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bohemian Rhapsody by Queen'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43',\n",
+       "  '87',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Free Bird- Lynyrd Skynyrd'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Blue World, Mac Miller\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Civil Engineering',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.513',\n",
+       "  '88.013',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Remember You- Skid Row'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer Behavior and Marketplace Studies',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Supercut by Lorde'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '51.5986',\n",
+       "  '-0.0752',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Today is a Good Day - Ice Cube'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '21.593',\n",
+       "  '-158.1034',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Doses & Mimosas by Cherub'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Data science',\n",
+       "  '53719',\n",
+       "  '-27.4954',\n",
+       "  '-64.8601',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Andromeda by Weyes Blood'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53703',\n",
+       "  '41.87',\n",
+       "  '-87.6657',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'The world is yours- Nas'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '40.865',\n",
+       "  '-73.4175',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Piano Man Billy Joel'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'Psychology',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '22.5429',\n",
+       "  '114.0596',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Ballad in G minor by Chopin'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '',\n",
+       "  '40.7128',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'a little bit yours by jp saxe'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '40.7094',\n",
+       "  '-73.8049',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Deal by Jerry Garcia.'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'I am a Mechanical Engineer interested in automotive engineering; car design, formula 1 etc.',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.677',\n",
+       "  '-111.0429',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Oklahoma City, Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '42.6507',\n",
+       "  '18.0944',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Sick Love by The Red Hot Chili Peppers'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '12.9716',\n",
+       "  '77.5946',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Right Round -\\xa0 Flo Rida'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Juice World - Wasted'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '-8.4095',\n",
+       "  '115.1889',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Sinônimos'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '27.5268',\n",
+       "  '-82.7363',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'The Last Great American Dynasty by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43',\n",
+       "  '-88',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Wonderful World by Sam Cooke'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology\\xa0',\n",
+       "  'Data Science Certificate',\n",
+       "  '53703',\n",
+       "  '40.7831',\n",
+       "  '-73.9713',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Doo Wop - Ms. Lauryn Hill'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53703',\n",
+       "  '41.9',\n",
+       "  '-87.63',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Crocs & Wock - Babytron'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Psychology',\n",
+       "  '53706',\n",
+       "  '33.198',\n",
+       "  '-96.615',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Experience - Ludovico Einaudi'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'data science',\n",
+       "  '53706',\n",
+       "  '43.0759',\n",
+       "  '89.3991',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'running up that hill\\n\\nKate Bush'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '63105',\n",
+       "  '38.6418',\n",
+       "  '-90.3342',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Ain't No Mountain High Enough by Marvin Gaye and Tammi Terrell.\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '46.0216',\n",
+       "  '-90.135',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Kickstart my heart, Motley Crue'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Science: Chemistry',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53129',\n",
+       "  '10.7765',\n",
+       "  '106.701',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"girls like me don't cry (remix) - thuy ft. MIN\"],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '25',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Social Work',\n",
+       "  '',\n",
+       "  '53713',\n",
+       "  '46.8537',\n",
+       "  '-91.1071',\n",
+       "  'tater tots',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Mona Lisa by Dominic Fike'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB332',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '48.1934',\n",
+       "  '-0.6643',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Renegade by Big Red Machine (ft. Taylor Swift)'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Global Health',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '13.2263',\n",
+       "  '72.4973',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Around me - Metro Boomin'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '41.813',\n",
+       "  '-87.629',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Self Control by Frank Ocean'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Sociology!',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0139',\n",
+       "  '-83.5983',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Thneedville by John Powell and Cinco Paul'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.1117',\n",
+       "  '-88.5011',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bucket List by Mitchell Tenpenny'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Science: Other',\n",
+       "  'Genetics and genomics\\xa0',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '42.78',\n",
+       "  '-89.3',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sunroof- Nicky Youre'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'ECONOMIC',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43',\n",
+       "  '-80',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'WOLVES (Hauzer)'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Pharmacology & Toxicology',\n",
+       "  'Neurobiology',\n",
+       "  '53706',\n",
+       "  '35.0116',\n",
+       "  '135.768',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'All In My Head by Whethan'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '21.3069',\n",
+       "  '-157.8583',\n",
+       "  'tater tots',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Brian's Movie: peach pit\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Supply Chain Management',\n",
+       "  '53703',\n",
+       "  '44.978',\n",
+       "  '-93.2707',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Upside Down, Jack Johnson'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  'N/A',\n",
+       "  'Economics, Data Science',\n",
+       "  '53706',\n",
+       "  '33.749',\n",
+       "  '84.388',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Ctrl + Del by MegaGoneFree'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Entropy by Daniel Caesar'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'electrical engineering\\n\\n\\xa0',\n",
+       "  '53706',\n",
+       "  '23.9314',\n",
+       "  '120.5641',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'There is a light that never goes out, the Smiths'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53715',\n",
+       "  '45.4343',\n",
+       "  '12.3388',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Teenagers by My Chemical Romance'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '57303',\n",
+       "  '38.8339',\n",
+       "  '-104.8214',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Run-Around by Blue Traveler'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Statistics, Data Science Certificate, Mathematics Certificate',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'FE!N\\n\\nTravis Scott, Playboi Carti'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Sunday Bloody Sunday - U2'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '46.7867',\n",
+       "  '92.1005',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Santeria, Sublime'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53715',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'My favorite one will be The tale of 2 Citiez by J Cole'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  'International Engineering',\n",
+       "  '53703',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'El Dorado - Zach Bryan\\n\\nScenes from an Italian restaurant - Billy Joel\\n\\nWouldve could’ve should’ve - Taylor swift'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '48.1351',\n",
+       "  '11.582',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'In Your Atmosphere (live) - John Mayer\\xa0'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Colder weather- Zac brown band\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  'no',\n",
+       "  'Spanish',\n",
+       "  '53706',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'August - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Communication Arts',\n",
+       "  'Sports Communication Certificate',\n",
+       "  '53703',\n",
+       "  '44.2947',\n",
+       "  '90.8515',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Simulation Swarm - Big Thief'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53706',\n",
+       "  '46.2044',\n",
+       "  '6.1432',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'The Color Violet - Tory Lanez'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Starboy - Weeknd'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  'Chemical engineering',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '34.3416',\n",
+       "  '108.9398',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You Belong With Me - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0597',\n",
+       "  '-88.0269',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'AA-Isaiah Rashad'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Margaritaville, Jimmy Buffett'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Atmospheric and Oceanic science\\xa0',\n",
+       "  'Does ROTC count?',\n",
+       "  '53706',\n",
+       "  '47.8864',\n",
+       "  '106.9057',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'I have a lot lol\\n\\nWater no get enemy-Fela Kuti is probably my favorite\\xa0\\n\\nI also love 70s rock if you want to talk about bands from then, a little from the 80s\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Personal Finance',\n",
+       "  '53703',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'White Iverson - Post Malone'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43',\n",
+       "  '-89',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Pretty much anything by Led Zeppelin'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53713',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'GEEKALEEK by OHGEESY'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.788',\n",
+       "  '-74.3921',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'i know you hate me, midwxst'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Political science\\xa0',\n",
+       "  '53715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Slide Away by Oasis'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Headlines by Drake'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'I Remember Everything by Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
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+       "  '31',\n",
+       "  '121',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'lemon tree\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.4796',\n",
+       "  '-110.7624',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'shout Pt. 1 and 2 - the isley brothers\\xa0'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Data Science',\n",
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+       "  '-84.512',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53703',\n",
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+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Cupid by Fifty Fifty'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '25',\n",
+       "  'Business: Other',\n",
+       "  'Business Analytics',\n",
+       "  'None',\n",
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+       "  '15.2993',\n",
+       "  '74.124',\n",
+       "  'tater tots',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Shake it off - By Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '47.8112',\n",
+       "  '13.055',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Flashing Lights by Kanye West'],\n",
+       " ['COMP SCI 220:LAB332, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.535',\n",
+       "  '126.99',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Ghost of you by 5SOS'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dark Horse. Katy Perry'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
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+       "  '-73.9442',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Shiver - Coldplay\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
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+       "  '53706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Can't Tell Me Nothing by Kanye West\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
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+       "  '53703',\n",
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+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Too many nights- Metro Boomin\\xa0'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ BS',\n",
+       "  'Certificates in DS & Consulting',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Shiver-Coldplay'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
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+       "  '',\n",
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+       "  '53726',\n",
+       "  '45.17',\n",
+       "  '-93.87',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Eye of the Tiger by Survivor'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '-33.8688',\n",
+       "  '151.2093',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Read My Mind by the Killers'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Computer science or data science',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'any taylor swift'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
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+       "  '',\n",
+       "  '53703',\n",
+       "  '34.4208',\n",
+       "  '-119.6982',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Chicken Fried-Zac Brown Band'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  'biochemistry',\n",
+       "  'certificate of data science',\n",
+       "  '53711',\n",
+       "  '31.23',\n",
+       "  '121.47',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '\\xa0\\n\\nTaylor Swift\\n\\nLove Story'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Econ',\n",
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+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Let it Happen Tame Impala'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Certificate in Data Science',\n",
+       "  '53703',\n",
+       "  '47.6062',\n",
+       "  '122.3321',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Elton John- Funeral for a Friend/Love Lies Bleeding'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.215',\n",
+       "  '-87.9955',\n",
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+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance, Legal Studies',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'All too Well, Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  \"I'm a double-major in Math and Computer Science.\\xa0\",\n",
+       "  \"I'm a double-major in Math and Computer Science.\\xa0\",\n",
+       "  '53706',\n",
+       "  '43.073',\n",
+       "  '-89.401',\n",
+       "  'pepperoni',\n",
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+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Listen to the Music: The Doobie Brothers'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
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+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Revival, Zach bryan\\xa0'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics Major/ Data Science Minor',\n",
+       "  '53703',\n",
+       "  '41.2959',\n",
+       "  '73.7933',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Sky Full of Stars- Coldplay'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
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+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lose My Mind - Jai Wolf'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Econ',\n",
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+       "  '21.1619',\n",
+       "  '-86.8515',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Just the two of us - Washington Jr.'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '45.1865',\n",
+       "  '-87.1239',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Hey Driver- Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '36.2048',\n",
+       "  '138.2529',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Pretender by OFFICIAL HIGE DANDISM'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53598',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Holiday - Green Day'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Engineering: Other',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dancing Queen by ABBA'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Last Nite-Strokes'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'It will Rain - Bruno Mars\\n\\nBlank Space - Taylor Swift\\n\\nRight There - Ariana Grande\\xa0\\n\\nStuck with U - Ariana Grande & Justin Bieber\\xa0'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.9753',\n",
+       "  '23.7361',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Homecoming, Kanye West'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics with certificate in data science\\xa0',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Chris Stapleton White Horse'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
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+       "  '53703',\n",
+       "  '42.4173',\n",
+       "  '27.6964',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'S91 by Karol G'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '38.288',\n",
+       "  '-85.67',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Waiting on the world to change, John Mayer'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '-',\n",
+       "  'Considering another business major as well as a language certificate',\n",
+       "  '53706',\n",
+       "  '44.3289',\n",
+       "  '-88.5391',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Surf - Mac Miller'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.4782',\n",
+       "  '-110.7627',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Something in the Orange - Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '55.9533',\n",
+       "  '3.1883',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Build Me Up Buttercup by The Foundations'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6528',\n",
+       "  '139.8395',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'For my hand, Burna Boy feat. Ed Sheeran\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.4406',\n",
+       "  '-79.9959',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Take Me Home Country Roads - John Denver'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science, Global Health\\xa0',\n",
+       "  '53726',\n",
+       "  '44.9765',\n",
+       "  '-93.2652',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Where The Streets Have No Name - U2'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I intend to pursue a double major with Neurobiology and Data Science.',\n",
+       "  '-',\n",
+       "  '53706',\n",
+       "  '25.1972',\n",
+       "  '55.2744',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Crazy by Aerosmith'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Data science',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Timeless by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  'N/a',\n",
+       "  'Certificate in Data Science',\n",
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+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Hold on We're Going Home by Drake\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.3894',\n",
+       "  '2.1588',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Brazil- Declan Mckenna\\n\\nBritish Bombs- Declan McKenna'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '26',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53560',\n",
+       "  '55.8931',\n",
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+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"I'm Gonna Be (500 Miles) by the Proclaimers\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'GIS/Cartography',\n",
+       "  'Political Science, Data Science',\n",
+       "  '35715',\n",
+       "  '-88.99',\n",
+       "  '45.1686',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'With Arms Wide Open - Creed'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is Economics.\\n\\n\\xa0',\n",
+       "  'and my second major is Data Science.',\n",
+       "  '53715',\n",
+       "  '17.385',\n",
+       "  '78.4867',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Say you won't let go- James Arthur\\n\\nGASOLINA- Daddy Yankee\"],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '1.3521',\n",
+       "  '103.8198',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Held Up in New York City - Mia Lailani, Devan Ibiza'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk management',\n",
+       "  '53706',\n",
+       "  '39.1333',\n",
+       "  '117.1833',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'One of my favorite songs is \"Maroon .45\" by ME3CH.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  'statistics',\n",
+       "  '53706',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Hundred by Khalid\\xa0'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"Don't look back in anger- Oasis\"],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53703',\n",
+       "  '87.6298',\n",
+       "  '41.8781',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Franklins Tower, Dead and Company 7/14/2018'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'PRIDE. by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '44.5133',\n",
+       "  '-88.0158',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'When the Levee Breaks - Led Zeppelin'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.771',\n",
+       "  '11.2486',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Paranoid - Black Sabbath'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Business: Information Systems & Data Science Double Major',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Another is Waiting - The Avett Brothers'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'rich spirit by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '55.6761',\n",
+       "  '12.5683',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Drunk in the morning - Lukas Graham'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Someday - The Strokes'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '32.22',\n",
+       "  '-80.75',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Homegrown by Zac Brown Band'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '41.8781',\n",
+       "  '87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Constellations - Jack Johnson'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '34.0549',\n",
+       "  '118.2426',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Come On Eileen\\xa0\\n\\nBy Dexys Midnight Runners\\xa0'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '74.006',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Free Bird - Lynyrd Skynyrd'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.416',\n",
+       "  '-3.703',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'come as you are, nirvana'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Clarity by Zedd\\xa0'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics Major\\xa0',\n",
+       "  'Data Science Certificate or Minor',\n",
+       "  '53706',\n",
+       "  '22.3964',\n",
+       "  '114.1095',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'The Less I know The Better - Tame Impala'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Superposition Daniel Caesar'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Chemistry',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Don't Stop Believing by Journey\\xa0\"],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '59.9115',\n",
+       "  '10.7579',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Apologize - OneRepublic'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Homesick - Noah Kahan'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '46.7867',\n",
+       "  '92.1005',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Birdhouse In Your Soul (They Might Be Giants)'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '44',\n",
+       "  '-94',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Rick Astley- Never Gonna Give You Up'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '65.6466',\n",
+       "  '-21.643',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Choose Life by Poorstacy'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Love Story- Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '雪distance - Capper\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '51.7692',\n",
+       "  '19.4018',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Eventually by Tame Impala'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '48.857',\n",
+       "  '2.352',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Clean by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is economics and I will major in Business (Actuarial Science or Accounting).',\n",
+       "  'As a secondary major, I have an interest in Data Science.',\n",
+       "  '53703',\n",
+       "  '36',\n",
+       "  '127.7',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vancouver - BIG Naughty\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '37.9598',\n",
+       "  '-104.8202',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Hotel California by the Eagles'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.628',\n",
+       "  '14.485',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No More by Jazzmeia Horn'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.4203',\n",
+       "  '-88.1865',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Style - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Welcome to New York, Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '90210 - Travis Scott'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.6636',\n",
+       "  '105.8792',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"We'll All Be Here Forever by Noah Kahan\"],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.5937',\n",
+       "  '-93.4329',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'One Beer - MF DOOM'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I'm a Dairy Science major, but am pursuing a Data Science certificate.\",\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '42.36',\n",
+       "  '71.1',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Secrets by One Republic'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information systems\\xa0\\xa0',\n",
+       "  '53706',\n",
+       "  '3.139',\n",
+       "  '101.6869',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Knocking on Heavens Door, Guns n roses'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"This Town's Been Too Good To Us by Dylan Scott\"],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.9608',\n",
+       "  '-89.6302',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Need a Favor - Jelly Roll'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '32.7765',\n",
+       "  '-79.9311',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Revival - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'White Lies- Max Frost'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Education Studies',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '30.5728',\n",
+       "  '104.0668',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hindenburg lover-Anson Seabra'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '30',\n",
+       "  '20',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'hello from adele'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.3009',\n",
+       "  '-90.9505',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'All along the watchtower, Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '30.3539',\n",
+       "  '97.7702',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Pink + White by Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '40.4855',\n",
+       "  '-106.8336',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Viva La Vida - Coldplay\\n\\n\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics, English',\n",
+       "  '53706',\n",
+       "  '60.3913',\n",
+       "  '5.3221',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Before the Sun - Greg alan isakov'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Moonlight on The River, Mac Demarco'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Engineering: Biological Systems\\xa0',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Fast Car by Luke Combs'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Favorite Song Toosii'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '32',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer Behavior and Marketplace Studies',\n",
+       "  'Digital Studies, Business Cert for non-business majors',\n",
+       "  '53719',\n",
+       "  '23.1136',\n",
+       "  '-82.3666',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Arctic Monkey’s - Do I wanna Know ( Dua Lipa Cover)\\xa0'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '36.058',\n",
+       "  '103.79',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '<<Love Story>>; Taylor Swift;\\xa0'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Spanish',\n",
+       "  '53703',\n",
+       "  '37.3891',\n",
+       "  '-5.9845',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Everybody wants to rule the world by Tears for fears'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '38.6973',\n",
+       "  '-9.4218',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Go Your Own Way - Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53706',\n",
+       "  '42.1491',\n",
+       "  '-84.0202',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'TNT by AC DC'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '35.6895',\n",
+       "  '35.6895',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Threat to Joy- Strokes'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '17',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'I am double majoring in data science and economics.',\n",
+       "  '53706',\n",
+       "  '41.7851',\n",
+       "  '-88.2471',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Back to December by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '44.98',\n",
+       "  '93.27',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fade Into You - Mazzy Star'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53590',\n",
+       "  '47.9972',\n",
+       "  '7.8538',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Bohemian Rhapsody - Queen'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.9',\n",
+       "  '12.5',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Getaway car'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '45.61',\n",
+       "  '-94.21',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Everybody Wants to Rule the World - Tears For Fears'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.4168',\n",
+       "  '3.7038',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'One of then is Find Your Flame by SEGA'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hotel California - Eagles'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Spanish',\n",
+       "  '53706',\n",
+       "  '46.7828',\n",
+       "  '-92.1055',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"Stacy's Mom\"],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'All my love - Noah Kahan'],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '32.8262',\n",
+       "  '-117.2642',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Down Low, Dombresky'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided\\xa0',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '64.1472',\n",
+       "  '-21.9424',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'i by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics w data science certificate',\n",
+       "  '',\n",
+       "  '53703',\n",
+       "  '40.7306',\n",
+       "  '-73.9352',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Schizo - Travis Scott & Young Thug'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Management & Human Resources',\n",
+       "  'Data Science',\n",
+       "  '53706',\n",
+       "  '10.8231',\n",
+       "  '106.6297',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Flowers - Miley Cyrus'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53534',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'All I wanna do-Jay Park'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'surf - mac miller'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '23.7142',\n",
+       "  '-166.205',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Somthing in the Orange (Zack Bryan)'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'N/A',\n",
+       "  '53706',\n",
+       "  '40.5509',\n",
+       "  '14.2429',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Any Taylor Swift Song, one including Fearless'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53562',\n",
+       "  '19.0533',\n",
+       "  '-104.3161',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Escape (The Pina Colada Song) - Rupert Holmes'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Anything by Taylor Swift (must be Taylor's Version if the album is available)\\xa0\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  'Data Science\\xa0',\n",
+       "  '55424',\n",
+       "  '21.1743',\n",
+       "  '-86.8466',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Some nights - fun.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am a sociology major.',\n",
+       "  'A few minors but no other majors at this point.\\xa0',\n",
+       "  '53726',\n",
+       "  '43',\n",
+       "  '-88',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Natural Mystic - Bob Marley'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53705',\n",
+       "  '34.6819',\n",
+       "  '112.4681',\n",
+       "  'green pepper',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Komm, süßer Tod (come on sweet death)'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '-22.9068',\n",
+       "  '43.1729',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Red Red Wine by UB40'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53711',\n",
+       "  '44.9932',\n",
+       "  '-93.5635',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chan Chan; Bueno Vista Social Club\\xa0'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  'political science',\n",
+       "  '53715',\n",
+       "  '41.9',\n",
+       "  '12.5',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'sundress Asap Rocky'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53703',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Blinding Lights, The Weeknd\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '23.0033',\n",
+       "  '120.2588',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"It's a Kind of Magic - Queen\"],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB351',\n",
+       "  'LEC005',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '34.4208',\n",
+       "  '-119.6982',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Cigarette Daydreams by Cage the Elephant'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Can't Tell Me Nothing - Kanye West\\xa0\"],\n",
+       " ['COMP SCI 220:LAB352, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  'data science',\n",
+       "  '53706',\n",
+       "  '39.2783',\n",
+       "  '-74.5755',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Goodmorning by bleachers'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'A double major in Data Science and Economics',\n",
+       "  '',\n",
+       "  '53706',\n",
+       "  '39.0742',\n",
+       "  '21.8243',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'New Romantics - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC005, COMP SCI 220:LAB352',\n",
+       "  'LEC005',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '39.9527',\n",
+       "  '-75.164',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Golden Hour- jVke'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'I am also planning to major in Business Management.',\n",
+       "  '53706',\n",
+       "  '35.6528',\n",
+       "  '139.8395',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'I do not really have a specific favorite song, but my all-time favorite genres are rocks\\xa0with bands like Queens, The White Stripes, Linkin Park,...But mostly I listen to unlyrical songs like phonk and lofi depending on the mood.\\xa0'],\n",
+       " ['COMP SCI 220:LAB351, COMP SCI 220:LEC005',\n",
+       "  'LEC005',\n",
+       "  '21',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53726',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Gymnopedie No. 1 - Eric Satie'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '39.6003',\n",
+       "  '-105.9831',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Istanbul (Not Constantinople)'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53715',\n",
+       "  '19.7193',\n",
+       "  '-156.0013',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cuccurucucù by Franco Battiato'],\n",
+       " ...]"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cs220_data = cs220_csv[1:]\n",
+    "cs220_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: CSVs as a List of Lists"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out the lecture number of the 4th student by hardcoding its row and column"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'LEC005'"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cs220_data[3][1] # [row][col]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out the sleeping habit for the 2nd student by hardcoding its row and column"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'night owl'"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cs220_data[1][-3] "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out how many students completed the survey"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1019"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(cs220_data)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out every student's sleep habits and major"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tEngineering: Other\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tStatistics\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tBusiness: Finance\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tScience: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tBusiness: Information Systems\n",
+      "early bird\t\tBusiness: Information Systems\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tScience: Chemistry\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Other\n",
+      "early bird\t\tBusiness: Finance\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tBusiness: Other\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tScience: Physics\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tStatistics\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tStatistics\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Other\n",
+      "no preference\t\tComputer Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "no preference\t\tBusiness: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tStatistics\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "no preference\t\tStatistics\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tStatistics\n",
+      "early bird\t\tBusiness: Finance\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "no preference\t\tScience: Other\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tBusiness: Finance\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tBusiness: Information Systems\n",
+      "night owl\t\tBusiness: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tStatistics\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Other\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tBusiness: Other\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tBusiness: Finance\n",
+      "early bird\t\tBusiness: Information Systems\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "no preference\t\tBusiness: Actuarial\n",
+      "no preference\t\tEngineering: Other\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tComputer Science\n",
+      "early bird\t\tEngineering: Other\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "early bird\t\tBusiness: Information Systems\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tBusiness: Other\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tBusiness: Actuarial\n",
+      "no preference\t\tStatistics\n",
+      "early bird\t\tBusiness: Finance\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tStatistics\n",
+      "night owl\t\tEngineering: Other\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Physics\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tBusiness: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tComputer Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "no preference\t\tScience: Other\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "no preference\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tComputer Science\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tStatistics\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tBusiness: Finance\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tComputer Science\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tBusiness: Finance\n",
+      "no preference\t\tBusiness: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Other\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Other\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tBusiness: Finance\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Other\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tStatistics\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Physics\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "no preference\t\tScience: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tScience: Physics\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tBusiness: Finance\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tLanguages\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tScience: Physics\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tScience: Physics\n",
+      "no preference\t\tBusiness: Other\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Other\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tBusiness: Actuarial\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tBusiness: Other\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "early bird\t\tBusiness: Actuarial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "early bird\t\tBusiness: Finance\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tBusiness: Other\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Physics\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tStatistics\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tBusiness: Information Systems\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tStatistics\n",
+      "no preference\t\tComputer Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tStatistics\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tEngineering: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tBusiness: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tScience: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "no preference\t\tScience: Other\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tBusiness: Actuarial\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tScience: Other\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "early bird\t\tScience: Physics\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tBusiness: Other\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tBusiness: Information Systems\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tStatistics\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tComputer Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tScience: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Other\n",
+      "early bird\t\tScience: Other\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tScience: Other\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tLanguages\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Other\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tScience: Chemistry\n",
+      "early bird\t\tScience: Other\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tBusiness: Actuarial\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tStatistics\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tBusiness: Finance\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "no preference\t\tBusiness: Finance\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tScience: Other\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tScience: Other\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tStatistics\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Chemistry\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tComputer Science\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tScience: Physics\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "early bird\t\tBusiness: Finance\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tBusiness: Other\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tStatistics\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Other\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tBusiness: Finance\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "early bird\t\tBusiness: Actuarial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tComputer Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tScience: Chemistry\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "early bird\t\tScience: Other\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tBusiness: Finance\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tStatistics\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Other\n",
+      "no preference\t\tComputer Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tScience: Physics\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tStatistics\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tScience: Other\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tStatistics\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tComputer Science\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n"
+     ]
+    }
+   ],
+   "source": [
+    "for i in range(len(cs220_data)):\n",
+    "    current_sleep_habit = cs220_data[i][-3]\n",
+    "    current_major = cs220_data[i][3]\n",
+    "    print(current_sleep_habit + '\\t\\t' + current_major)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out every students' age in 10 years\n",
+    "\n",
+    "Fix the bug in the code below"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "29\n",
+      "29\n",
+      "28\n",
+      "29\n",
+      "30\n",
+      "28\n",
+      "28\n",
+      "33\n",
+      "28\n",
+      "29\n",
+      "31\n",
+      "29\n",
+      "29\n",
+      "27\n",
+      "27\n",
+      "30\n",
+      "29\n",
+      "28\n",
+      "28\n",
+      "31\n",
+      "28\n",
+      "28\n",
+      "28\n",
+      "31\n",
+      "29\n",
+      "29\n",
+      "29\n",
+      "31\n",
+      "28\n",
+      "30\n",
+      "31\n",
+      "28\n",
+      "28\n",
+      "28\n",
+      "28\n",
+      "30\n",
+      "28\n",
+      "28\n",
+      "42\n",
+      "31\n",
+      "28\n",
+      "28\n",
+      "30\n",
+      "27\n",
+      "28\n",
+      "28\n",
+      "30\n",
+      "29\n",
+      "28\n",
+      "28\n",
+      "29\n",
+      "28\n",
+      "28\n",
+      "30\n",
+      "29\n",
+      "28\n",
+      "29\n",
+      "29\n",
+      "29\n",
+      "30\n",
+      "28\n",
+      "28\n",
+      "30\n",
+      "30\n",
+      "30\n",
+      "31\n",
+      "30\n",
+      "29\n",
+      "30\n",
+      "28\n",
+      "28\n",
+      "29\n",
+      "29\n",
+      "28\n",
+      "31\n",
+      "29\n",
+      "29\n",
+      "28\n",
+      "29\n",
+      "28\n",
+      "28\n",
+      "29\n",
+      "29\n",
+      "28\n",
+      "40\n",
+      "28\n",
+      "28\n",
+      "33\n",
+      "30\n",
+      "29\n",
+      "30\n",
+      "29\n",
+      "32\n",
+      "29\n",
+      "30\n",
+      "30\n"
+     ]
+    }
+   ],
+   "source": [
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cs220_data[i][2]\n",
+    "    if current_age == \"\":\n",
+    "        continue\n",
+    "    print(int(current_age) + 10)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## It would be nice to have a helper function!\n",
+    "Let's introduce `cell`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Remember creating `cs220_header`?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['section',\n",
+       " 'Lecture',\n",
+       " 'Age',\n",
+       " 'Primary major',\n",
+       " 'Other Primary Major',\n",
+       " 'Other majors',\n",
+       " 'Zip Code',\n",
+       " 'Latitude',\n",
+       " 'Longitude',\n",
+       " 'Pizza topping',\n",
+       " 'Cats or dogs',\n",
+       " 'Runner',\n",
+       " 'Sleep habit',\n",
+       " 'Procrastinator',\n",
+       " 'Song']"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cs220_header"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Get the column index of `\"Pizza topping\"`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "9"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cs220_header.index(\"Pizza topping\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: Create a `cell` function\n",
+    "\n",
+    "We want to invoke something like...\n",
+    "* `cell(24, \"Pet owner\")`\n",
+    "* `cell(63, \"Zip Code\")`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def cell(row_idx, col_name):\n",
+    "    col_idx = cs220_header.index(col_name) # get the index of col_name\n",
+    "    val = cs220_data[row_idx][col_idx]     # get the value of cs220_data at the specified cell\n",
+    "    return val"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out the lecture number of the 4th student using the `cell` function"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'LEC005'"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "cell(3, \"Lecture\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out every student's sleep habits and major using the `cell` function"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tEngineering: Other\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tStatistics\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tBusiness: Finance\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tScience: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tBusiness: Information Systems\n",
+      "early bird\t\tBusiness: Information Systems\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tScience: Chemistry\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Other\n",
+      "early bird\t\tBusiness: Finance\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tBusiness: Other\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tScience: Physics\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tStatistics\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tStatistics\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Other\n",
+      "no preference\t\tComputer Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "no preference\t\tBusiness: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tStatistics\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "no preference\t\tStatistics\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tStatistics\n",
+      "early bird\t\tBusiness: Finance\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "no preference\t\tScience: Other\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tBusiness: Finance\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tBusiness: Information Systems\n",
+      "night owl\t\tBusiness: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tStatistics\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Other\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tBusiness: Other\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tBusiness: Finance\n",
+      "early bird\t\tBusiness: Information Systems\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "no preference\t\tBusiness: Actuarial\n",
+      "no preference\t\tEngineering: Other\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tComputer Science\n",
+      "early bird\t\tEngineering: Other\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "early bird\t\tBusiness: Information Systems\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tBusiness: Other\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tBusiness: Actuarial\n",
+      "no preference\t\tStatistics\n",
+      "early bird\t\tBusiness: Finance\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tStatistics\n",
+      "night owl\t\tEngineering: Other\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Physics\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tBusiness: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tComputer Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "no preference\t\tScience: Other\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "no preference\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tComputer Science\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tStatistics\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tBusiness: Finance\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tComputer Science\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tBusiness: Finance\n",
+      "no preference\t\tBusiness: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Other\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Other\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tBusiness: Finance\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Other\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tStatistics\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Physics\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "no preference\t\tScience: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tScience: Physics\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tBusiness: Finance\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tLanguages\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tScience: Physics\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tScience: Physics\n",
+      "no preference\t\tBusiness: Other\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Other\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tBusiness: Actuarial\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tBusiness: Other\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "early bird\t\tBusiness: Actuarial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "early bird\t\tBusiness: Finance\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tBusiness: Other\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Physics\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tStatistics\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tBusiness: Information Systems\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tStatistics\n",
+      "no preference\t\tComputer Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tStatistics\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tEngineering: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tBusiness: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tScience: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "no preference\t\tScience: Other\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tBusiness: Actuarial\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tScience: Other\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "early bird\t\tScience: Physics\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tBusiness: Other\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tBusiness: Information Systems\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tStatistics\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tComputer Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tScience: Other\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tData Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tBusiness: Finance\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Other\n",
+      "early bird\t\tScience: Other\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tScience: Other\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tLanguages\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Other\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tScience: Chemistry\n",
+      "early bird\t\tScience: Other\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tBusiness: Actuarial\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tStatistics\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tBusiness: Finance\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "no preference\t\tBusiness: Finance\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tScience: Other\n",
+      "early bird\t\tMathematics/AMEP\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Other\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tScience: Other\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tStatistics\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Chemistry\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "early bird\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Other\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tComputer Science\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tScience: Physics\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Other\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "early bird\t\tBusiness: Finance\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tData Science\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "night owl\t\tComputer Science\n",
+      "early bird\t\tBusiness: Other\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tStatistics\n",
+      "night owl\t\tBusiness: Other\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tBusiness: Finance\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "night owl\t\tEngineering: Other\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tBusiness: Finance\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tBusiness: Information Systems\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "early bird\t\tBusiness: Actuarial\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tScience: Other\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "no preference\t\tMathematics/AMEP\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tComputer Science\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Finance\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tScience: Chemistry\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "early bird\t\tScience: Other\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tComputer Science\n",
+      "night owl\t\tMathematics/AMEP\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tScience: Biology/Life\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tBusiness: Finance\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Other\n",
+      "no preference\t\tEngineering: Biomedical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tStatistics\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Industrial\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tData Science\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tData Science\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Biomedical\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tBusiness: Other\n",
+      "no preference\t\tComputer Science\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tEngineering: Industrial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "no preference\t\tScience: Biology/Life\n",
+      "early bird\t\tData Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tData Science\n",
+      "night owl\t\tScience: Physics\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Industrial\n",
+      "night owl\t\tOther (please provide details below).\n",
+      "early bird\t\tOther (please provide details below).\n",
+      "no preference\t\tOther (please provide details below).\n",
+      "night owl\t\tComputer Science\n",
+      "night owl\t\tStatistics\n",
+      "night owl\t\tBusiness: Actuarial\n",
+      "night owl\t\tData Science\n",
+      "early bird\t\tScience: Other\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "no preference\t\tComputer Science\n",
+      "night owl\t\tEngineering: Mechanical\n",
+      "night owl\t\tScience: Biology/Life\n",
+      "no preference\t\tStatistics\n",
+      "no preference\t\tEngineering: Mechanical\n",
+      "early bird\t\tComputer Science\n",
+      "early bird\t\tEngineering: Biomedical\n",
+      "early bird\t\tEngineering: Mechanical\n",
+      "no preference\t\tOther (please provide details below).\n"
+     ]
+    }
+   ],
+   "source": [
+    "for i in range(len(cs220_data)):\n",
+    "    current_sleep_habit = cell(i, \"Sleep habit\")\n",
+    "    current_major = cell(i, \"Primary major\")\n",
+    "    print(current_sleep_habit + '\\t\\t' + current_major)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out every students' age in 10 years using the `cell` function\n",
+    "\n",
+    "This does not quite work. Fix this code:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
+    }
+   ],
+   "source": [
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cell(i, \"Age\")\n",
+    "    if current_age != \"\":\n",
+    "        print(int(current_age) + 10)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 4: Improve the `cell` function \n",
+    "\n",
+    "Improve the `cell` function so it returns the appropriate type. If there is **nothing** in the cell, return `None`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def cell(row_idx, col_name):\n",
+    "    col_idx = cs220_header.index(col_name)\n",
+    "    val = cs220_data[row_idx][col_idx]\n",
+    "    if val == \"\":\n",
+    "        return None\n",
+    "    elif col_name == \"Age\" or col_name == \"Zip Code\":\n",
+    "        return int(val)\n",
+    "    elif col_name == \"Latitude\" or col_name == \"Longitude\":\n",
+    "        return float(val)\n",
+    "    else:\n",
+    "        return val"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out every student's sleep habits and major using the `cell` function"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
+    }
+   ],
+   "source": [
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cell(i, \"Age\")\n",
+    "    if current_age != None:\n",
+    "        print(current_age + 10)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 5: Get the average age of each lecture"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Average age for LEC001 is 19.51\n",
+      "Average age for LEC002 is 19.47\n",
+      "Average age for LEC003 is 19.32\n",
+      "Average age for LEC004 is 19.51\n",
+      "Average age for LEC005 is 19.13\n"
+     ]
+    }
+   ],
+   "source": [
+    "students_lec_001 = []\n",
+    "students_lec_002 = []\n",
+    "students_lec_003 = []\n",
+    "students_lec_004 = []\n",
+    "students_lec_005 = []\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_lec = cell(i, \"Lecture\")\n",
+    "    current_age = cell(i, \"Age\")\n",
+    "    if current_age == None: # TODO: check for missing data\n",
+    "        continue\n",
+    "    if current_lec == \"LEC001\":\n",
+    "        students_lec_001.append(current_age)\n",
+    "    elif current_lec == \"LEC002\":\n",
+    "        students_lec_002.append(current_age)\n",
+    "    elif current_lec == \"LEC003\":\n",
+    "        students_lec_003.append(current_age)\n",
+    "    elif current_lec == \"LEC004\":\n",
+    "        students_lec_004.append(current_age)\n",
+    "    elif current_lec == \"LEC005\":\n",
+    "        students_lec_005.append(current_age)\n",
+    "            \n",
+    "print(\"Average age for LEC001 is\", round(sum(students_lec_001) / len(students_lec_001), 2))\n",
+    "print(\"Average age for LEC002 is\", round(sum(students_lec_002) / len(students_lec_002), 2))\n",
+    "print(\"Average age for LEC003 is\", round(sum(students_lec_003) / len(students_lec_003), 2))\n",
+    "print(\"Average age for LEC004 is\", round(sum(students_lec_004) / len(students_lec_004), 2))\n",
+    "print(\"Average age for LEC005 is\", round(sum(students_lec_005) / len(students_lec_005), 2))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Bonus challenge: Can you do this with a little less hardcoding?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Average age for LEC001 is 19.51\n",
+      "Average age for LEC002 is 19.47\n",
+      "Average age for LEC003 is 19.32\n",
+      "Average age for LEC004 is 19.51\n",
+      "Average age for LEC005 is 19.13\n"
+     ]
+    }
+   ],
+   "source": [
+    "lectures_of_ages = [\n",
+    "    [],\n",
+    "    [],\n",
+    "    [],\n",
+    "    [],\n",
+    "    []\n",
+    "]\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_lec = int(cell(i, \"Lecture\")[-1]) - 1 # Will be a number 0 - 4\n",
+    "    current_age = cell(i, \"Age\")\n",
+    "    if current_age != None:\n",
+    "        lectures_of_ages[current_lec].append(current_age)\n",
+    "\n",
+    "# TODO: Print the average ages\n",
+    "for i in range(len(lectures_of_ages)):\n",
+    "    curr_lec = lectures_of_ages[i]\n",
+    "    total_age = sum(curr_lec)\n",
+    "    total_students = len(curr_lec)\n",
+    "    print(\"Average age for LEC00\" + str(i+1) + \" is\", round(total_age / total_students, 2))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 6: What are the unique ages for each lecture?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[17, 18, 19, 20, 21, 22, 23, 24, 26, 29, 30, 32]\n",
+      "[17, 18, 19, 20, 21, 22, 23, 25, 27, 28, 30]\n",
+      "[17, 18, 19, 20, 21, 22, 23, 24, 25, 27]\n",
+      "[17, 18, 19, 20, 21, 22, 23, 24, 40]\n",
+      "[17, 18, 19, 20, 21, 22, 24, 25, 39]\n"
+     ]
+    }
+   ],
+   "source": [
+    "for i in range(len(lectures_of_ages)):\n",
+    "    ages_of_lecture_i = lectures_of_ages[i]\n",
+    "    unique_ages = sorted(list(set(ages_of_lecture_i)))\n",
+    "    print(unique_ages)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## You try!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Complete the challenges below. First try completing the problem directly using the list of lists (e.g. double indexing `[][]`), then try using the `cell` function!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 1: Of all runners, how many are procrastinators? "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "There are 441 runners, of which 216 are procrastinators.\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Of all runners, how many are procrastinators? [][]\n",
+    "count_runners = 0\n",
+    "count_running_procrastinators = 0\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_procrastinator = cs220_data[i][cs220_header.index('Procrastinator')]\n",
+    "    current_runner = cs220_data[i][cs220_header.index('Runner')]\n",
+    "    \n",
+    "    if current_runner == \"Yes\":\n",
+    "        count_runners += 1\n",
+    "        if current_procrastinator == \"Yes\":\n",
+    "            count_running_procrastinators += 1\n",
+    "\n",
+    "print('There are', count_runners, 'runners, of which', count_running_procrastinators, 'are procrastinators.')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 2: What percentage of 18-year-olds have their major declared as \"Other\"?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The percentage of 18-year olds who have declared their major as 'Other' is 15.59\n"
+     ]
+    }
+   ],
+   "source": [
+    "all_18_to_20 = []\n",
+    "all_18_to_20_and_other = []\n",
+    "\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cell(i, 'Age')\n",
+    "    current_major = cell(i, 'Primary major')\n",
+    "    if current_age == None:\n",
+    "        continue\n",
+    "    \n",
+    "    if 18 <= current_age <= 20:\n",
+    "        all_18_to_20.append(i)\n",
+    "        if current_major.startswith(\"Other\"):\n",
+    "            all_18_to_20_and_other.append(i)\n",
+    "print(\"The percentage of 18-year olds who have declared their major as 'Other' is\", round((len(all_18_to_20_and_other) / len(all_18_to_20)) * 100, 2))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 3: Does the oldest basil/spinach-loving Business major prefer cats, dogs, or neither?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The oldest basil/spinach loving Business major prefers cats\n"
+     ]
+    }
+   ],
+   "source": [
+    "oldest_idx = None\n",
+    "oldest_age = None\n",
+    "\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cell(i, \"Age\")\n",
+    "    current_pizza = cell(i, \"Pizza topping\")\n",
+    "    current_major = cell(i, \"Primary major\")\n",
+    "    if current_age == None:\n",
+    "        continue\n",
+    "        \n",
+    "    if current_pizza == \"basil/spinach\" and current_major.startswith(\"Business\"):\n",
+    "        if oldest_idx == None or current_age > oldest_age:\n",
+    "            oldest_age = current_age\n",
+    "            oldest_idx = i\n",
+    "    \n",
+    "print(\"The oldest basil/spinach loving Business major prefers\", cell(oldest_idx, \"Cats or dogs\"))"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/15_CSV_Files/Lecture Code/Lec_15_CSVs_Template.ipynb b/s24/AmFam_Ashwin/15_CSV_Files/Lecture Code/Lec_15_CSVs_Template.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..5fdbc86bdc4a7fe5f66218327406d70402bab023
--- /dev/null
+++ b/s24/AmFam_Ashwin/15_CSV_Files/Lecture Code/Lec_15_CSVs_Template.ipynb	
@@ -0,0 +1,555 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1: Take a look at some list methods\n",
+    "\n",
+    "List methods [here](https://www.w3schools.com/python/python_ref_list.asp)..."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "dairy = [\"milk\", \"ice cream\", \"cheese\", \"yogurt\", \"butter\"]\n",
+    "\n",
+    "# use the .index() method to get the index of \"ice cream\"\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: Because a list is a sequence, we can use the `in` operator"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "food_shelf = [\"peanut butter\", \"milk\", \"bread\", \"cheese\", \"YOGURT\"]\n",
+    "for item in food_shelf:\n",
+    "    if ...:\n",
+    "        print(item, \"is dairy\")\n",
+    "    else:\n",
+    "        print(item, \"is not dairy\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# CS220: Lecture 15\n",
+    "\n",
+    "\n",
+    "## Learning Objectives\n",
+    "After this lecture you will be able to...\n",
+    "- Open an Excel file and export it to a Comma Separated Value file.\n",
+    "- Open a CSV file in TextEditor/Jupyter and connect the elements of the CSV file to the rows and columns in the spreadsheet.\n",
+    "- Use pre-written Python code to read a CSV file into a list of lists.\n",
+    "- Write Python statements with double list indexing to access any element of a CSV file via a list of lists.\n",
+    "- Write code that answers questions about CSV data by writing for loops on lists of lists."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Reading a CSV"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Store the contents of the CSV file into Python lists"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# adapted from https://automatetheboringstuff.com/chapter14/\n",
+    "import csv\n",
+    "\n",
+    "def process_csv(filename):\n",
+    "    # open the file, its a text file utf-8\n",
+    "    example_file = open(filename, encoding=\"utf-8\")\n",
+    "    \n",
+    "    # prepare it for reading as a CSV object\n",
+    "    example_reader = csv.reader(example_file)\n",
+    "    \n",
+    "    # use the built-in list function to convert this into a list of lists\n",
+    "    example_data = list(example_reader)\n",
+    "    \n",
+    "    # close the file to tidy up our workspace\n",
+    "    example_file.close()\n",
+    "    \n",
+    "    # return the list of lists\n",
+    "    return example_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Call the `process_csv` function and store the list of lists in `cs220_csv`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cs220_csv = process_csv('cs220_survey_data.csv')\n",
+    "cs220_csv"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Store the header row into `cs220_header`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cs220_header = cs220_csv[0]\n",
+    "cs220_header"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Store all of the data rows into `cs220_data`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cs220_data = cs220_csv[1:]\n",
+    "cs220_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: CSVs as a List of Lists"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out the lecture number of the 4th student by hardcoding its row and column"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cs220_data[...][...] # [row][col]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out the sleeping habit for the 2nd student by hardcoding its row and column"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cs220_data[...][...] "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out how many students completed the survey"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "len(...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out every student's sleep habits and major"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for i in range(len(cs220_data)):\n",
+    "    current_sleep_habit = ...\n",
+    "    current_major = ...\n",
+    "    print(current_sleep_habit + '\\t\\t' + current_major)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out every students' age in 10 years\n",
+    "\n",
+    "Fix the bug in the code below"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for i in range(...):\n",
+    "    current_age = cs220_data[i][2]\n",
+    "    print(current_age + 10)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## It would be nice to have a helper function!\n",
+    "Let's introduce `cell`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Remember creating `cs220_header`?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cs220_header"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Get the column index of `\"Pizza topping\"`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cs220_header.index(...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: Create a `cell` function\n",
+    "\n",
+    "We want to invoke something like...\n",
+    "* `cell(24, \"Pet owner\")`\n",
+    "* `cell(63, \"Zip Code\")`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def cell(row_idx, col_name):\n",
+    "    col_idx = ... # get the index of col_name\n",
+    "    val = ...     # get the value of cs220_data at the specified cell\n",
+    "    return val"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out the lecture number of the 4th student using the `cell` function"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cell(..., ...)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out every student's sleep habits and major using the `cell` function"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for i in range(len(cs220_data)):\n",
+    "    current_sleep_habit = ...\n",
+    "    current_major = ...\n",
+    "    print(current_sleep_habit + '\\t\\t' + current_major)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out every students' age in 10 years using the `cell` function\n",
+    "\n",
+    "This does not quite work. Fix this code:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cell(i, \"Age\")\n",
+    "    if current_age != None:\n",
+    "        print(current_age + 10)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 4: Improve the `cell` function \n",
+    "\n",
+    "Improve the `cell` function so it returns the appropriate type. If there is **nothing** in the cell, return `None`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def cell(row_idx, col_name):\n",
+    "    col_idx = cs220_header.index(col_name)\n",
+    "    val = cs220_data[row_idx][col_idx]\n",
+    "    if ...:\n",
+    "        return None\n",
+    "    elif ...:\n",
+    "        return int(val)\n",
+    "    else:\n",
+    "        return val"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Print out every student's sleep habits and major using the `cell` function"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cell(i, \"Age\")\n",
+    "    if current_age != None:\n",
+    "        print(current_age + 10)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 5: Get the average age of each lecture"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "students_lec_001 = []\n",
+    "students_lec_002 = []\n",
+    "students_lec_003 = []\n",
+    "students_lec_004 = []\n",
+    "students_lec_005 = []\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_lec = ...\n",
+    "    current_age = ...\n",
+    "    if ...: # TODO: check for missing data\n",
+    "        continue\n",
+    "    if current_lec == \"LEC001\":\n",
+    "        students_lec_001.append(current_age)\n",
+    "    elif current_lec == \"LEC002\":\n",
+    "        students_lec_002.append(current_age)\n",
+    "    elif current_lec == \"LEC003\":\n",
+    "        students_lec_003.append(current_age)\n",
+    "    elif current_lec == \"LEC004\":\n",
+    "        students_lec_004.append(current_age)\n",
+    "    elif current_lec == \"LEC005\":\n",
+    "        students_lec_005.append(current_age)\n",
+    "            \n",
+    "print(\"Average age for LEC001 is\", round(sum(students_lec_001) / len(students_lec_001), 2))\n",
+    "print(\"Average age for LEC002 is\", round(sum(students_lec_002) / len(students_lec_002), 2))\n",
+    "print(\"Average age for LEC003 is\", round(sum(students_lec_003) / len(students_lec_003), 2))\n",
+    "print(\"Average age for LEC004 is\", round(sum(students_lec_004) / len(students_lec_004), 2))\n",
+    "print(\"Average age for LEC005 is\", round(sum(students_lec_005) / len(students_lec_005), 2))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Bonus challenge: Can you do this with a little less hardcoding?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lectures_of_ages = [\n",
+    "    [],\n",
+    "    [],\n",
+    "    [],\n",
+    "    [],\n",
+    "    []\n",
+    "]\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_lec = int(cell(i, \"Lecture\")[-1]) - 1 # Will be a number 0 - 4\n",
+    "    current_age = cell(i, \"Age\")\n",
+    "    if current_age != None:\n",
+    "        lectures_of_ages[current_lec].append(current_age)\n",
+    "\n",
+    "# TODO: Print the average ages"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 6: What are the unique ages for each lecture?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for i in range(len(lectures_of_ages)):\n",
+    "    ages_of_lecture_i = ...\n",
+    "    unique_ages = ...\n",
+    "    print(unique_ages)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## You try!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Complete the challenges below. First try completing the problem directly using the list of lists (e.g. double indexing `[][]`), then try using the `cell` function!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 1: Of all runners, how many are procrastinators? "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 2: What percentage of 18-year-olds have their major declared as \"Other\"?"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Exercise 3: Does the oldest basil/spinach-loving Business major prefer cats, dogs, or neither?"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/15_CSV_Files/Lecture Code/cs220_survey_data.csv b/s24/AmFam_Ashwin/15_CSV_Files/Lecture Code/cs220_survey_data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8836129b3900c2dbe45bf5d7dba388142da78af3
--- /dev/null
+++ b/s24/AmFam_Ashwin/15_CSV_Files/Lecture Code/cs220_survey_data.csv	
@@ -0,0 +1,1261 @@
+section,Lecture,Age,Primary major,Other Primary Major,Other majors,Zip Code,Latitude,Longitude,Pizza topping,Cats or dogs,Runner,Sleep habit,Procrastinator,Song
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Other (please provide details below).,Atmospheric and Oceanic Science,,53703,44.256,-88.409,basil/spinach,cat,No,early bird,Yes,Kanye
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53711,51.5072,-0.1257,Other,dog,No,night owl,Yes,Eyes Closed by Ed Sheeran 
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,,Computer Science,,,53703,37.7749,-122.4194,pineapple,dog,Yes,night owl,Yes,Eight - IU
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Engineering: Other,Engineering Undecided,,53706,44.9241,-93.3474,pineapple,dog,Yes,no preference,No,"Feathered Indians, Tyler Childers"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,,Data Science,,,53715,40.7128,-74.006,sausage,dog,Yes,early bird,Yes,Post malone -overdrive
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Biomedical,,No secondary majors ,53715,51.5072,0.1276,pepperoni,dog,Yes,night owl,Yes,No Role Modelz  - J. Cole 
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,17,Mathematics/AMEP,,Computer Science,53706,19.076,72.8777,pepperoni,dog,Yes,early bird,Maybe,Do Not Disturb - Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,,Engineering: Mechanical,,,53706,37.5683,157.3409,none (just cheese),cat,Yes,night owl,Yes,
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics ,,53706,44.5133,88.0133,sausage,cat,No,night owl,Yes,"Pyro 
+
+ 
+
+Kings of Leon"
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Other (please provide details below).,Global Health,,53706,40.7128,-74.006,none (just cheese),dog,Yes,no preference,Maybe,everywhere by fleetwood mac
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Business: Information Systems,,,54601,25.7617,-80.1918,mushroom,cat,No,night owl,Yes,bando playboy carti
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Mechanical,,,53703,43.0658,-87.9671,none (just cheese),dog,No,early bird,Yes,Today was a good day by Ice Cube
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Statistics,,data science,53703,43.0766,-89.3972,pineapple,dog,Yes,night owl,Yes,Nikes on my feet - Mac Miller
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Data Science,,,53558,45.0854,93.0081,pepperoni,dog,Yes,no preference,Yes,Last Night - Morgan Waller
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Business: Finance,,,53706,28.3852,-81.5639,pepperoni,dog,Yes,night owl,Yes,Paradise  -- Coldplay
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,17,Science: Biology/Life,,Data Science,53706,32.0809,-81.0912,sausage,cat,Yes,no preference,Yes,Cupid de Locke - the Smashing Pumpkins
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Data Science,,,53716,77.82,86.48,pepperoni,dog,No,early bird,Yes,"Violent crimes 
+
+Kanye west"
+COMP SCI 319:LEC002,LEC002,28,Engineering: Other,,,53703,24.8801,102.8329,pepperoni,neither,Yes,night owl,Yes,No，I hardly listen to music.
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Other (please provide details below).,Atmospheric and Oceanic Sciences ,Journalism ,53706,48.8566,2.3522,Other,dog,No,night owl,Maybe,"Dancing Queen 
+
+By Abba "
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Business: Finance,N/A,N/A,53703,25.7,-80.2,pepperoni,dog,No,no preference,Yes,All Me by Drake
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,,Computer Science,,,53704,0,0,sausage,cat,No,night owl,Maybe,WYS - Snowman
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Science: Other,,,53703,43.0833,-89.3725,basil/spinach,dog,Yes,early bird,Yes,Fly Love by Jamie Foxx
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,,Engineering: Mechanical,,,53706,33.3062,111.8413,mushroom,cat,No,night owl,Yes,Nerves by DPR Ian
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,,Computer Science,,,53726,35.6528,139.8395,mushroom,dog,No,night owl,No,Us by milet
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Data Science,,"Comp sci, certificate in economic analytics",53715,39.7392,-104.9903,pineapple,dog,Yes,night owl,Yes,Everlong - Foo Fighters
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,BS Art,,53593,37.5665,126.978,pepperoni,cat,No,night owl,Yes,Mariah Carey - All I Want for Christmas Is You
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Mechanical,,,53715,43.07,-89.4,pineapple,dog,No,night owl,Yes,Vienna by Billy Joel
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Other,,,53175,42.8646,-88.3332,pepperoni,dog,Yes,night owl,Yes,Temperature by Sean Paul
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,18,Computer Science,,Mathematics,53706,47.6081,-122.0117,pepperoni,cat,No,night owl,Yes,"Fly High!!, Burnout Syndrome "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,,Engineering: Mechanical,,,53703,34,5,sausage,dog,No,night owl,Yes,say so - doja cat
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,21,Business: Information Systems,,,53715,47,86,pepperoni,dog,Yes,no preference,Yes,7 Years - Lukas Graham
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,,Business: Information Systems,information science,,53715,29.4393,106.4556,sausage,dog,Yes,early bird,No,love story
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,20,Business: Other,,Sociology,53703,43.07,-89.4,sausage,neither,Yes,night owl,Maybe,Cudi Zone- Kid Cudi
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Data Science,,,53706,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Peppas - Farruko
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,38258,46.3131,-91.4905,sausage,dog,Yes,night owl,Yes,No Remorse Metalica
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,20,Data Science,,,53703,3.2028,73.2207,pepperoni,dog,Yes,night owl,Yes,"Rich Men North of Richmond
+
+Oliver Anthony"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,21,Engineering: Mechanical,,,53715,44.9778,-93.265,pepperoni,dog,Yes,no preference,Yes,"Never Gonna Give You Up -Rick Astley
+
+ 
+
+ "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,,1134,40.4111,-105.6413,pepperoni,dog,No,night owl,Yes,Out of Touch by Daryl Hall and John Oats
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Computer Science,,Public Health and Policy,53706,37.5,126.9,basil/spinach,cat,No,night owl,No,No One Else Like You(Adam Levine)
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Data Science,,,53703,41.9028,12.4964,pepperoni,dog,No,night owl,Yes,Pursuit of Happiness by Kid Cudi
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,,Engineering: Mechanical,,,53703,12.957,77.401,macaroni/pasta,dog,Yes,night owl,Yes,Out of Touch by Hall and Oates
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,44.5133,-88.0133,pepperoni,dog,No,night owl,Yes,Where the Boat Leaves From By Zac Brown Band
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Other,bme,,53715,42.3601,71.0589,pepperoni,dog,No,no preference,Maybe,noah kahan - mess
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Engineering: Mechanical,,,53703,39.0476,-77.132,pepperoni,dog,Yes,night owl,Yes,
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,,Other (please provide details below).,"Econ with math emphasis (photography certificate)
+
+ ",,53703,-41.2865,174.7762,pineapple,neither,Yes,no preference,Maybe,None. 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,,53715,43.0731,-89.4012,pepperoni,dog,No,night owl,No,
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53715,40.7128,-74.006,pepperoni,dog,No,night owl,Maybe,Sultans of Swing - Dire Straits
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53726,45.3733,84.9553,macaroni/pasta,dog,Yes,night owl,Yes,kimdracula - deftones
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,21,Other (please provide details below).,My primary major is Economics.,I'm planning to get data science certificate.,53715,37.5665,126.978,sausage,dog,Yes,night owl,Maybe,Dandelions - Ruth B.
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53726,40.7,-74,pepperoni,dog,No,no preference,Maybe,I don't really have a favorite song.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Other (please provide details below).,Consumer behavior and marketplace studies.,,53715,44.9778,-93.265,pineapple,cat,Yes,early bird,Maybe,Love Story - Taylor Swift
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,,Data Science,,,53706,41.8781,87.6298,pepperoni,cat,No,night owl,Yes,Bright Size Life by Pat Metheny
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,18,Data Science,,I am considering majoring in Genetics as well,53706,45.6378,-89.4113,Other,dog,No,night owl,Yes,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Biomedical,,,53726,43.0731,-89.4012,sausage,dog,Yes,early bird,Yes,Young Girls - Bruno Mars
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,,Engineering: Mechanical,,,53711,,,pepperoni,cat,Yes,no preference,Maybe,"""Wont Back Down""
+
+-Tom Petty"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Other (please provide details below).,Genetics,Data science,53706,42.0262,-88.0697,pineapple,dog,No,night owl,Yes,Merrry-Go-Round of life by joe Hisaishi
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,,53715,37.5665,126.978,basil/spinach,dog,No,no preference,No,"""a lot"" by 21 savage"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,21,Computer Science,,,53705,31.2244,121.4692,pepperoni,cat,No,night owl,Yes,ハゼ馳せる果てるまで  by ずっと真夜中でいいのに
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Engineering: Biomedical,,i’m considering a double major in economics or political science ,53703,48.8566,2.3522,basil/spinach,cat,No,no preference,Yes,alien superstar by beyoncé 
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,23,Mathematics/AMEP,N/A,Certificate in Data Science,53703,19.4326,-99.1332,pepperoni,dog,Yes,early bird,Maybe,Runaway by Kanye West (Fyi: it’s a 10 min song)
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Data Science,,,53706,47.6062,-122.3321,pineapple,cat,No,night owl,Yes,you belong with me by taylor swift
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,Engineering: Industrial,,,53706,38.752,48.8466,pepperoni,cat,No,early bird,Maybe,Kerosene -Crystal Castles
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,Economics and Psychology ,Possibly a Data science minor ,53703,40.4406,-79.9959,sausage,dog,No,early bird,Maybe,Wonderwall - Oasis
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Mathematics/AMEP,,Mathematics and Economics,53703,86.9212,40.4237,mushroom,cat,No,early bird,Maybe,Christmas List by Anson Seabra
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53708,42.3611,-71.0571,Other,dog,No,night owl,Yes,Sultans of Swing by Dire Straits
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,20,Science: Chemistry,,None,53715,37.5683,126.9978,sausage,dog,No,night owl,Yes,Under the bridge - Red Hot Chili Peppers
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics,Data science. ,53703,36.6769,117.1201,sausage,dog,No,night owl,Yes,Heat waves by Glass Animals
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53715,43.0731,-89.4012,pepperoni,dog,No,night owl,Yes,Hey ya- outkast
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,20,Engineering: Mechanical,,,53704,44.5133,-88.0133,pepperoni,cat,No,early bird,Yes,The adults are talking-The strokes
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,Statistics,53706,24.5551,-81.78,pepperoni,neither,Yes,no preference,No,Circles- bangers only & fawlin
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Mechanical,,,53715,45.4408,12.3155,pepperoni,dog,Yes,night owl,Yes,"Upside Down, Jack Johnson"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,21,Data Science,,Secondary major: Computer Science,53711,35.6528,139.8395,sausage,cat,Yes,night owl,Yes,Mayonaka no Door / Stay With Me
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economics ,maybe data science,53703,25.2048,55.2708,mushroom,cat,Yes,night owl,Maybe,"Dancing with A Stranger 
+
+Sam Smith and Normani
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,,Other (please provide details below).,Pre-business.,Want to do Computer Science as my secondary major.,53718,39.9042,116.4074,pepperoni,cat,Yes,night owl,Maybe,Lose Yourself - Eminem
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,,Science: Other,Zoology ,Conservation Biology ,53706,43.0731,-89.4012,none (just cheese),cat,No,night owl,Yes,The Fall- Lovejoy 
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Economics,"French, International Studies",53715,43,89.4,sausage,dog,Yes,night owl,Yes,"Tiny Dancer, Elton John"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,22,Data Science,,,53715,37.5665,126.978,pepperoni,dog,Yes,night owl,Yes,My favorite song is Hate you by Yerin Baek.
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,53715,47.6062,-122.3321,pepperoni,dog,No,night owl,Maybe,"it changes often, through many genres, but currently,
+
+Aaron Hibell - destroyer of worlds (oppenheimer trance edit)
+
+ "
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC001,21,Other (please provide details below).,Economics ,Data Science,53703,0.8035,90.0425,pineapple,dog,No,night owl,Yes,Lifestyles of the Rich and Famous by Good Charlotte
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Engineering: Other,Computer Engineering,NA,53715,39.795,-74.7773,pepperoni,dog,Yes,night owl,Yes,NA
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Business: Finance,,,53706,45.4647,9.1885,sausage,dog,Yes,early bird,Maybe,Drake-Passionfruit
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,I'm a Computer Science Major.  ,I'm a Data science Major.,53706,42.2475,-84.4089,Other,dog,No,no preference,Maybe,Just like me by A boogie wit da hoodie.
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,,Engineering: Mechanical,,,53706,40.7128,-74.006,pepperoni,cat,No,night owl,Yes,Love Lost - Mac Miller
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Other (please provide details below).,,"Data Science, Mathematics",53706,39.4822,-106.0462,pepperoni,dog,Yes,early bird,Yes,"Keep Your Head Up 
+
+by Andy Grammar"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Other (please provide details below).,Economics,,53073,60.3913,5.3221,pepperoni,cat,No,night owl,No,Iron Lung - King Gizzard and the Lizard Wizard
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Other (please provide details below).,Econ Major ,,53703,43.0731,-89.4012,sausage,dog,No,night owl,Yes,Follow God by Kayne West
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,20,Engineering: Mechanical,,,53076,43.7696,11.2558,Other,dog,No,no preference,Maybe,The Difference -Flume
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Information Science.,Economics.,53703,43.0731,-89.4012,Other,cat,Yes,night owl,Yes,GEEKED N BLESSED by LUCKI
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Other (please provide details below).,Journalism,,53715,41.3874,2.1686,none (just cheese),cat,Yes,night owl,Yes,revival zach bryan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Other (please provide details below).,Economics and certificate in Data Science ,,53703,23.2494,106.4111,pineapple,dog,No,night owl,Maybe,Sketzo by Travis Scott and Young Thug
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Business: Finance,Finance,data science,53705,200,116,mushroom,cat,Yes,night owl,Yes,Who am I- why don't we
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Mathematics/AMEP,,,53706,43.0731,-89.4012,sausage,dog,Yes,night owl,Yes,Runaway- Kanye 
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,21,Business: Other,Pass,Pass,53705,40.7128,-74.006,green pepper,cat,Yes,night owl,Yes,"""Steal the show"", by Lauv
+
+ "
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Computer Science,,,53706,25.7617,-80.1918,sausage,dog,No,no preference,Maybe,Bank Account - 21 Savage
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53703,-23.5505,-46.6333,Other,cat,Yes,night owl,Yes,"Violent Crimes - Kanye West 
+
+ps: Not a fan at all of him as a person, but huge fan of his work."
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,Computer Science,53706,50,21,sausage,cat,Yes,night owl,Maybe,Symphony No. 9 by Ludwig van Beethoven
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,42.7261,-87.7895,pepperoni,dog,No,no preference,Yes,Margaritaville by Jimmy Buffett
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Engineering: Biomedical,,,53706,26.1242,-80.1436,basil/spinach,cat,No,no preference,Yes,"Wash it all away, Five Finger Death Punch"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Data Science,,,53703,42.1281,-88.0937,pineapple,dog,No,night owl,Yes,Thunderstruck AC/DC
+COMP SCI 319:LEC004,LEC004,23,Other (please provide details below).,Economics,No,53703,30.5728,104.0668,pineapple,cat,No,early bird,Yes,蓝雨 -- Jacky Cheung
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53711,31.5879,120.2127,pineapple,neither,No,night owl,Maybe,"Samudrartha and Wildfire by HOYO-MiX
+
+Watchtower of the East by Quadimension "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Engineering: Mechanical,,,53706,35.2401,24.8093,pepperoni,cat,Yes,night owl,No,The Seventh Sense by NCT U
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,21,Engineering: Biomedical,,,53703,43.0128,-88.2351,sausage,dog,No,night owl,Yes,Hannah Montana by the Migos
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Business: Finance,,,53703,41.3874,2.1686,pepperoni,dog,Yes,night owl,Yes,Your love - Sosa UK
+COMP SCI 319:LEC001,LEC001,29,Science: Physics,,,53715,40.7128,-74.006,sausage,dog,Yes,no preference,Yes,"Beat it, Michael Jackson"
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Engineering: Other,,,53706,43.6532,-79.3832,pepperoni,dog,No,night owl,Maybe,Killer Queen - Queen
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Data Science,,Computer Science,53706,41.8781,87.6298,pineapple,dog,No,night owl,No,Shampoo Bottles - Peach Pit
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,21,Mathematics/AMEP,,,53706,30.5928,114.305,none (just cheese),cat,No,night owl,Yes,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,Communication Arts,53706,52.7107,-8.879,Other,dog,No,night owl,Yes,Boomerang by Summer Set
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Atmospheric and Oceanic Science,,53703,64,21,green pepper,dog,No,no preference,No,
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Statistics,,Still deciding between math or data science,53703,,,pepperoni,cat,No,no preference,No,Mandy by Barry Manilow
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economics,,53726,22.5431,114.0579,mushroom,dog,No,early bird,Maybe,Forever Young; Blackpink
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC002,20,Engineering: Mechanical,,,53706,41.8781,87.6298,pineapple,dog,Yes,early bird,Maybe,"""Peg"" - Steely Dan
+
+ "
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Other (please provide details below).,Data Science ,Economics,53703,12.9,77.5,sausage,neither,Yes,night owl,Maybe,Metallica - Enter Sandman
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Engineering: Industrial,,,73506,8.538,-80.7821,none (just cheese),dog,No,no preference,Maybe,"Como has estau? -Mora
+
+Quevedo - Quevedo
+
+Yankee- quevedo"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Engineering: Industrial,,Data Science,53719,55.7558,37.6173,pineapple,cat,No,night owl,Yes,Cate's Brother by Maisie Peters
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53715,47.9031,-91.8565,pineapple,cat,Yes,night owl,Yes,Kiss Me - Sixpence None The Richer
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Engineering: Mechanical,Mechanical Engineering,,53706,19.076,72.8777,none (just cheese),dog,No,no preference,Maybe,This Side of Paradise - Coyote Theory 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,21,Business: Other,Econ,,53703,41,-73.6,Other,dog,Yes,night owl,Yes,Sunflower seeds by bryce vine 
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,25,Other (please provide details below).,Economics,,53703,35,129,Other,dog,No,night owl,Maybe,Not today - bts
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Business: Actuarial,,Math,53703,22.5431,114.0579,sausage,dog,No,night owl,Maybe,"All We Know
+
+The Chainsmokers"
+COMP SCI 319:LEC001,LEC001,26,Business: Other,MBA specializing in tech strategy and product management ,,53558,41.0082,28.9784,basil/spinach,cat,No,night owl,Yes,"Tears in the Rain, The Weeknd "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Mathematics/AMEP,,,53703,40.6541,109.8201,sausage,cat,No,night owl,Yes,Yellow - Coldplay
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Statistics,,,53706,35.0568,118.3406,Other,cat,No,night owl,Yes,"Common Jasmin Orange by Jay Chou
+
+it's a Chinese song, so you probably can't understand the lyrics"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Biomedical,,,53703,46.7828,-92.1055,sausage,cat,Yes,night owl,Yes,I'm Just Ken by Ryan Gosling
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Business: Finance,N/A,Comp Sci ,53703,43.0731,-89.4012,pineapple,dog,Yes,no preference,No,Don't go breaking my heart - Elton John 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Industrial,,,53719,43.0731,-89.4012,pepperoni,cat,Yes,night owl,Yes,Pride by Kendrick Lamar
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,21,Computer Science,,,53715,31.2304,121.4737,green pepper,cat,No,night owl,Yes,Talking to the Moon--Bruno Mars
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,23,Other (please provide details below).,consumer science,i don't have,53703,31.2304,121.4737,mushroom,neither,Yes,early bird,Yes,hero Mariah Carey
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Business: Other,,,53706,13.7563,100.5018,pepperoni,dog,No,night owl,Maybe,Die for you by the Weeknd
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,,Engineering: Biomedical,,,53706,37.5665,126.978,pepperoni,cat,Yes,night owl,Yes,You give love a bad name - Bon Jovi
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,21,Business: Finance,,RMI,53703,48.8566,2.3522,pepperoni,cat,No,no preference,Yes,Get out off town - Anita O'day
+COMP SCI 319:LEC002,LEC002,,Science: Other,,,53703,49,-123,pepperoni,neither,No,night owl,Yes,Whatever :)
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Computer Science,,,537061127,36.1627,-86.7816,sausage,dog,No,no preference,Yes,Runnin' With the Devil - EVH
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Other (please provide details below).,Economics,Math,53703,43.0969,-89.5115,pepperoni,dog,No,early bird,Yes,Homemade - Jake Owen
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Mathematics/AMEP,,,1000,48.8566,2.3522,pepperoni,neither,No,no preference,Maybe,"Imagine Dragons, Radioactive."
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Business: Other,,,53715,44.2134,-88.5018,pepperoni,dog,No,no preference,Yes,3005 - Childish Gambino
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Mechanical,,,53216,20.8854,-156.6653,pepperoni,neither,No,no preference,No,
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Business: Information Systems,,,53715,40.71,-74,pineapple,cat,No,night owl,Yes,Japanese Denim by Daniel Caesar
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Engineering: Mechanical,,,53715,14.5995,120.9842,pepperoni,dog,Yes,night owl,No,Cherry Wine- Grent Perez
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Computer Science,,,53706,85.8398,10.2985,mushroom,dog,No,night owl,Maybe,"""Streems"" by The Symposium"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,20,Statistics,"I'm double majoring in mathematics and statistics; I hope to do research in some sort of applied probability theory after graduating (e.g. econometrics, mathematical biology, etc.)",n/a,53726,,,pepperoni,cat,Yes,early bird,No,"How Much a Dollar Cost, by Kendrick Lamar"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,business,53715,27.4967,-82.6948,pepperoni,dog,No,early bird,No,Jimmy Cooks - Drake
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,20,Data Science,I am doing eco and plan to get a ds certificate,no,53703,39.9042,116.4074,Other,neither,No,early bird,No,''Capital''by Lo Ta-you
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Engineering: Mechanical,,,53726,41.8781,-87.6298,sausage,cat,Yes,night owl,Maybe,Shiva - Spillage Village & JID
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,35.9594,-83.9196,pepperoni,dog,Yes,early bird,No,Talkin' Tennessee by Morgan Wallen
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53706,44.5667,-92.5343,pepperoni,dog,No,night owl,Yes,street dreams by nas
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,20,Business: Other,,,53703,37.7749,-122.4194,mushroom,dog,No,night owl,Yes,"Take it Easy - The Eagles
+
+Otherside - Red Hot Chili Peppers"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Other (please provide details below).,Global Health,N/A,53706,42.3601,71.0589,basil/spinach,dog,Yes,night owl,Maybe,Somewhere Only We Know by Keane
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Economics,,53703,42.3314,-83.0458,sausage,dog,Yes,no preference,No,"Life Goes On - Lil Baby, Lil Uzi Vert, Gunna"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,"Biomechanics focus, Dance Certificate",53715,36.1627,-86.7816,pepperoni,dog,No,night owl,Maybe,"No specific songs but I love Elton John, Queen, Noah Kahan"
+COMP SCI 319:LEC003,LEC003,22,Science: Biology/Life,,,53703,43.07,-89.38,mushroom,dog,No,early bird,No,Swimming Horses by Siouxsie and the Banshees
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,22,Statistics,,,53706,22.5431,114.0579,sausage,dog,Yes,no preference,Maybe,I Want My Tears Back--Nightwish
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,,Data Science,,Physics,53706,27.7172,85.3239,sausage,dog,Yes,early bird,No,Hall of fame
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Data Science,,Economics,53706,48.8647,2.349,pepperoni,dog,Yes,night owl,Yes,Let It Happen - Tame Impala
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Business: Finance,,Data Science,53706,41.8781,-87.6298,basil/spinach,cat,No,night owl,Yes,LOYALTY FT. RIHANNA - KENDRICK LAMAR
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,,Other (please provide details below).,,,53706,41.9028,12.4964,Other,neither,No,no preference,Yes,Danza Kuduro - Don Omar
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Statistics,,,53706,47.3769,8.5417,mushroom,dog,No,no preference,Maybe,Blue Jay Way by the Beatles
+COMP SCI 319:LEC002,LEC002,22,Business: Finance,,,53715,35,36,sausage,dog,No,early bird,Yes,TALLY BLACKPINK
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Mathematics/AMEP,,Data Sciene,53706,43.0707,-89.4142,sausage,dog,Yes,night owl,No,Build me up Buttercup- The foundations
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,23,Mathematics/AMEP,,,53703,34.34,108.93,mushroom,cat,Yes,early bird,Yes,The name is Super Gremlin. Artist is Kodak Black. 
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,18,Science: Other,,,537061127,3.139,101.6869,sausage,dog,Yes,no preference,Yes,Edge of Desire - John Mayer
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Data Science,,,53562,44.5004,-88.0613,pepperoni,dog,Yes,no preference,Maybe,
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Business: Finance,,,53703,41.8842,-87.6324,sausage,dog,No,early bird,Maybe,"Stayin Alive, Drake and DJ Khalid"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,53706,56.4907,-4.2026,mushroom,dog,No,early bird,Maybe,Maroon by Taylor swift 
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,was provided,German (maybe),53726,48.1351,11.582,pepperoni,dog,No,night owl,Yes,You Proof - Morgan Wallen
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,41.8781,-87.6298,pepperoni,dog,No,night owl,Maybe,Springsteen - Eric Church
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,36.3932,25.4615,basil/spinach,dog,No,night owl,Yes,Mercy Now by Mary Gauthier
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC001,21,Business: Information Systems,,Data science ,53715,30.2667,-97.7333,pepperoni,dog,Yes,early bird,Yes,Hey driver Zach Bryan 
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC004,21,Business: Other,,,53703,41.3851,2.1734,pepperoni,dog,Yes,night owl,Yes,I remember by Zach Bryan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Engineering: Mechanical,,,53715,44.0999,9.7382,pineapple,dog,No,no preference,No,Bury Me in Georgia by Kane Brown
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Business: Finance,Finance,,53726,35.6895,139.6917,sausage,cat,No,night owl,Yes,Mona Lisas and mad hatters by elton john
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53706,38,-77,Other,dog,No,night owl,Yes,dont stop believing 
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53703,40.78,-73.97,none (just cheese),dog,No,night owl,Yes,"Replay by Iyaz
+
+ "
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,20,Computer Science,,,53715,43.0731,-89.4012,sausage,neither,No,no preference,Yes,Cream Soda - EXO
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC001,18,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,dog,Yes,night owl,Yes,Beast of Burden - The Rolling Stones
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Data Science,,,53715,40.7128,-74.006,pepperoni,cat,Yes,early bird,Maybe,Upside down- Jack Johnson
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Statistics,,computer science ,53706,40.7128,-74.006,pineapple,dog,Yes,early bird,No,The greatest show man
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Industrial,,,53715,41.8781,87.6298,sausage,cat,Yes,night owl,Yes,Ghost Town-Kanye West
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,41.8781,-87.6298,sausage,dog,No,night owl,Maybe,Money by Pink Floyd 
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,,Business: Information Systems,,,53703,36.107,-112.113,pepperoni,cat,Yes,night owl,Maybe,"Blinding lights, the weeknd"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Engineering: Mechanical,,,53703,44.9591,-89.6343,green pepper,dog,Yes,night owl,Yes,any wheeler walker junior song
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Engineering: Industrial," 
+
+ ",,53711,43.0731,89.4012,pepperoni,cat,Yes,early bird,No,I will wait by mumford and sons
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,finance,53706,41.8781,87.6298,sausage,dog,No,night owl,Yes,"La Cancion, Bad Bunny and J Balvin"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,My primary major is Economics ,Informations Systems,53703,33.8812,-118.4072,sausage,dog,No,night owl,Yes,Lakeshore Drive Aloitta Haynes Jeramiah
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,20,Other (please provide details below).,Economics,,53703,41.88,-87.63,mushroom,cat,Yes,night owl,Yes,"Everything She Aint, Hailey Whitters"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,23,Other (please provide details below).,Econ,no,53703,43.0731,-89.4012,mushroom,dog,No,night owl,Maybe,In the night gardeen
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Computer Science,,math,53715,,,mushroom,dog,No,night owl,Maybe,bones
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Mathematics/AMEP,\,"Economics major, Data Science certificate",53703,39.8954,116.3946,none (just cheese),cat,Yes,no preference,Maybe,no preference
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Engineering: Biomedical,,,53715,48.8566,2.3522,sausage,neither,No,night owl,Yes,ETA - New Jeans
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,economics ,"Data science 
+
+ ",53703,33.6188,-117.8566,pepperoni,dog,No,night owl,Maybe,"Heartache on the dance floor - jon pardi 
+
+ 
+
+ "
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Data Science,,,53703,39.9042,116.4074,mushroom,dog,No,night owl,Yes,Gone-Nelly/Kelly
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Data Science,,Statistics,53715,35.414,-79.0933,Other,dog,Yes,night owl,Yes,Revival - Zach bryan
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,21,Engineering: Other,Material Science and Engineering,.,53703,51.2094,3.2252,pineapple,dog,No,early bird,No,Aria Math
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Computer Science,,,53703,40.95,-73.73,none (just cheese),neither,Yes,early bird,Maybe,Closer - Chainsmokers
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,12.9716,77.5946,none (just cheese),dog,Yes,night owl,Yes,Any Coldplay song works!
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Data Science,,Economics,53066,43.1144,-88.5072,pepperoni,dog,No,night owl,Maybe,God tier-Baby Tron
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53073,52.3702,4.8952,pepperoni,dog,No,night owl,Yes,Vienna: Billy Joel
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,24,Other (please provide details below).,Neurobiology,Psychology,53703,60.3913,5.3221,Other,dog,Yes,early bird,Yes,"Title: Ôba, Lá Vem Ela
+
+Artist: Jorge Ben"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,21,Data Science,,,53703,43.0731,-89.4012,mushroom,neither,No,early bird,No,"《To have，or not to have》
+
+Lin Sheng Hsiang"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53706,42.64,-71.1291,pepperoni,dog,No,early bird,Yes,505 - arctic monkeys
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Computer Science,,,53715,41.8781,-87.6298,mushroom,dog,Yes,night owl,Yes,Sicko Mode by Travis Scott and Drake
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Computer Science,,,53706,25.033,121.5654,mushroom,neither,Yes,night owl,Yes,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Business: Other,marketing,economics,53706,40,116,pineapple,dog,No,night owl,Yes,Save Your Tears (Remix)--Ariana Grande& The Weekend
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Computer Science,,Biochemistry,53706,10.8231,106.6297,none (just cheese),dog,Yes,early bird,Maybe,"""Dress""
+
+Taylor Swift"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,17,Data Science,,Economics,53706,31.2304,121.4737,pepperoni,dog,No,night owl,Maybe,Shed a light
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,21,Data Science,Econ,,53703,34.6937,135.5022,pineapple,dog,No,night owl,Maybe,Moon by Kanye west
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Computer Science,N/A,Certificate - Data Science,53703,-33.9235,151.1399,Other,dog,Yes,night owl,Yes,5SOS - Teeth
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Computer Science,,,53726,39.9042,116.4074,sausage,cat,No,night owl,Maybe,Planet of the bass
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,23,Business: Finance,,Data Science Certificate (reason I am taking the course),53705,39.6403,-106.3709,pineapple,cat,Yes,no preference,Yes,"professional Griefers; Deadmau5, Gerard Way"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Business: Information Systems,,International Business,53703,38.6992,-75.0968,basil/spinach,dog,Yes,early bird,No,"Revival, Zach Bryan
+
+ "
+COMP SCI 319:LEC002,LEC002,27,Science: Other,Information Science,,53705,44.0164,-92.4754,sausage,dog,Yes,night owl,Yes,Enchanted - Taylor Swift
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53703,28,81,pepperoni,dog,No,night owl,Yes,More than my hometown by Morgan Wallen
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Business: Other,Business Admin,,53706,36.7194,-4.42,Other,dog,Yes,night owl,Yes,cigarette daydreams - cage the elephant
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,39.0655,85.2563,pepperoni,neither,Yes,night owl,Maybe,n/a
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Data Science,Economics,,53703,31.2304,121.4737,mushroom,cat,Yes,no preference,No,Summertime Sadness---Lana Del Rey
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,,Data Science,,,53706,35.6895,139.6917,basil/spinach,dog,No,night owl,Maybe,Slow Dancing from V
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Other,Materials Science and Engineering,,53711,45.9013,-89.8459,Other,cat,No,night owl,Yes,Rio by Duran Duran
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Business: Actuarial,,,53703,35.6895,139.6917,pepperoni,dog,Yes,no preference,Maybe,"dancing in the dark by Bruce Springsteen 
+
+ "
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Engineering: Other,My major is Chemistry but I intend to switch to Material Science and Engineering,,53711,48.8647,2.349,macaroni/pasta,cat,No,no preference,Maybe,Anything Taylor Swift
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53703,41.8781,87.6298,basil/spinach,dog,Yes,early bird,Maybe,Landslide Fleetwood Mac
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Computer Science,,Data Science,53715,33.9835,-118.248,pepperoni,cat,No,early bird,Yes,Khai Dreams - Sunkissed
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53715,47.61,122.33,pepperoni,cat,Yes,night owl,Yes,"Maroon, Taylor Swift"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,,53703,38.9333,-77.0711,pepperoni,dog,No,early bird,No,Smaller acts- Zach Bryan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Data Science,,,53701,45.1433,-89.1518,pepperoni,dog,Yes,early bird,Yes,When I'm gone - Dirty Honey
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Data Science,,Psychology,53711,37.9838,23.7275,green pepper,neither,No,night owl,Yes,Telepatia by Kali Uchis
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,N/A,N/A,53706,43.0737,-89.4026,pepperoni,dog,No,night owl,No,Trustfall by P!nk (Pink)
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Engineering: Mechanical,,,53715,42.35,-71.06,mushroom,cat,No,night owl,Yes,Upside Down - Jack Johnson
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Computer Science,,"Computer Science, Mathematics",53706,34.6937,135.5022,mushroom,dog,Yes,early bird,Yes,Taylor Swift
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,22,Engineering: Other,,,53703,41.8781,-87.6298,pineapple,dog,No,early bird,No,Semi-Charmed Life - Third Eye Blind
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,47.6062,-122.3321,pepperoni,dog,No,early bird,Yes,Ultralight Beam- Kanye West
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,Economics,Data Science,53703,31.2304,121.4737,pepperoni,dog,Yes,night owl,Yes,Excuses-- Jay Zhou
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,Economics with a Mathematical Emphasis,,53703,37.7749,-122.4194,pepperoni,dog,Yes,night owl,No,Cigarette Daydreams by Cage the Elephant
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Psychology,Data Science,53719,30.5928,114.3052,pepperoni,cat,Yes,no preference,Yes,Marunouchi Sadistic
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,,Business: Information Systems,,Data Science,53715,41.8781,-87.6298,sausage,dog,No,early bird,Yes,Staying Over by Sam Grow
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Computer Science,,,53706,37.3387,121.8853,basil/spinach,dog,Yes,night owl,Maybe,All Too Well-Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,,Engineering: Industrial,,,53705,47.6,-122.3,green pepper,neither,No,night owl,Maybe,Good Time (Owl City)
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Business: Other,,Data Science,57306,-33.8688,151.2093,sausage,cat,Yes,no preference,No,Time by Pink Floyd
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Business: Information Systems,,Risk Management & Insurance,53703,43.0739,-89.3852,none (just cheese),dog,Yes,night owl,Yes,Heading South by Zack Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Biomedical,//,//,53715,45.7088,-121.5252,Other,dog,Yes,early bird,No,Honeybee - the Head and the Heart
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,20,Mathematics/AMEP,,,53726,44.1495,9.6547,pepperoni,dog,Yes,early bird,No,"John Mayor - Wild Blue
+
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,23,Engineering: Industrial,,,53715,37.5665,126.978,pepperoni,cat,Yes,night owl,Yes,"Burning Heart, Survivor"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Computer Science," 
+
+ ",Certificate in Data Science,53715,39.483,-106.0463,macaroni/pasta,dog,Yes,night owl,Yes,505 by the Arctic Monkeys
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,21,Business: Actuarial,,Risk Management & Insurance,53703,5.4164,100.3327,none (just cheese),dog,Yes,no preference,Yes,Melancholy Hill - Gorillaz
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Statistics,,,53706,55.6672,12.5512,green pepper,dog,Yes,no preference,Maybe,Pink + White by Frank Ocean
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,23,Business: Finance,ECONOMICS ,FINANCE,53703,-45.0312,168.6626,pineapple,dog,Yes,early bird,No,Kiss Me Through The Phone - Souja Boy
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,economy,no,53703,39,116,sausage,neither,Yes,no preference,Maybe,the nights  Avicii
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Science: Other,Political Science,,53715,45.0813,-93.135,pepperoni,dog,No,night owl,Yes,No Surprises: Radiohead
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Other (please provide details below).,Economics ,Maybe data science,53715,19.076,72.8777,basil/spinach,dog,No,night owl,Yes,none at the moment 
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Mathematics/AMEP,N/A,N/A,53703,38.914,121.6147,macaroni/pasta,cat,No,night owl,Yes,You(=I) by BOL4
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53726,29.9511,-90.0715,pineapple,dog,Yes,night owl,Yes,Margaritaville - Jimmy Buffett
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC001,20,Data Science,,,53715,60.1699,24.9384,pepperoni,dog,No,early bird,Yes,Poison - Alice Cooper
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Statistics,,Economics,53703,22.5431,114.0579,basil/spinach,dog,Yes,early bird,No,Palm Springs-Virginia To Vegas
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,21,Engineering: Other,Materials Science and Engineering,,53703,32.7157,-117.1611,green pepper,dog,No,night owl,No,The Fragrance of Dark Coffee by Noriyuki Iwadare
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Other (please provide details below).,Math,"Econ, CS",53703,39.9042,116.4074,mushroom,dog,No,early bird,Maybe,"Qing tian, Jay Chou"
+COMP SCI 319:LEC003,LEC003,24,Engineering: Other,,,53711,32.4,119.4301,mushroom,cat,Yes,early bird,No,Just the two of us——Jose James
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Poli Sci & History,"Business, Development Economics, Data Science, Public Policy",53715,40.1728,74.006,Other,dog,No,night owl,Maybe,"""The Adults Are Talking"" by The Strokes"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Data Science,,,53706,28.3731,-81.5569,none (just cheese),cat,No,no preference,Maybe,The Story of Us by Taylor Swift
+COMP SCI 319:LEC003,LEC003,24,Other (please provide details below).,Economics,,53703,38.914,121.6147,tater tots,dog,No,no preference,No,Butter—Fly  by わだ こうじ
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Science: Physics,,,53706,52.3676,4.9014,pineapple,cat,No,night owl,Yes,"Orion - Metallica, first section is decent but the entire middle section is the most beautiful piece of music to me and has always been my favorite song ever."
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,39.4821,-106.0487,none (just cheese),cat,No,night owl,Yes,ivy by taylor swift
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,35.6895,139.6917,pepperoni,cat,Yes,night owl,Yes,"Title: The Less I Know the Better
+
+Artist: Tame Impala"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53711,43.7696,11.2558,sausage,dog,No,night owl,Yes,Break My Stride Mattew Wilder
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Other (please provide details below).,Biochemistry,Data Science,53715,34.0522,-118.2437,macaroni/pasta,dog,No,night owl,Yes,Nonsense - Sabrina Carpenter
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Other,,,53706,35.6528,139.8395,pineapple,cat,Yes,night owl,Yes,"Fly me to the moon --- Frank Sinatra
+
+Night Dancer --- imase"
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,39.4784,-106.0443,pepperoni,cat,No,night owl,Yes,Style by Taylor Swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53703,42.3601,-71.0589,pineapple,dog,No,night owl,Yes,Do Not Disturb -Drake
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Mechanical,n/a,n/a,53715,25.7617,-80.1918,pineapple,cat,Yes,night owl,Yes,Chicken Tendies by Clinton Kane
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Biomedical,,,53715,43.0731,-89.4012,sausage,cat,Yes,early bird,Maybe,Mayonaise by The Smashing Pumpkins
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Engineering: Mechanical,,,53706,41.3851,2.1734,mushroom,dog,No,early bird,Yes,Hysteria - Muse
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,,Other (please provide details below).,not declare yet,,53711,37.5665,126.978,mushroom,dog,No,no preference,Maybe,blackpink - pink venom
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Computer Science,,Data Science certificate,53703,44.5012,-88.0611,pepperoni,cat,No,night owl,Maybe,All That by Mac Miller
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53711,51.5074,-0.1278,mushroom,dog,Yes,no preference,Maybe,"""Always There"" -Greta Van Fleet"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,,Computer Science,,,53715,49,50,pepperoni,dog,No,night owl,Maybe,Chandelier - DJ Khaled
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,22,Business: Other,,"consumer behavior & marketpace studies, economics",53703,18.2528,109.5119,mushroom,dog,No,no preference,Yes,"Angel, Mosiah"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,44.0134,-69.3102,Other,cat,Yes,no preference,No,September by Earth Wind and Fire
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,Engineering: Biomedical,,,53706,41.8781,-87.6298,mushroom,dog,No,early bird,Maybe,no option post malone
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Business: Finance,,Information Systems,53703,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Wat's Wrong by Isaiah Rashad
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Other (please provide details below).,"Double major: Finance, Investment, and Banking / Information Systems",,53715,43.6123,-110.7054,pepperoni,dog,No,night owl,Yes,"Looking out for you, Joy Again"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Other (please provide details below).,Economics,Data Science minor,53703,33.8847,-118.4072,pineapple,dog,Yes,no preference,Yes,Boss DJ by Sublime
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,39.9526,-75.1652,mushroom,dog,No,no preference,Maybe,Everybody Wants to Rule the World- Tears for Fears
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,21,Science: Biology/Life,,,53703,30.5728,104.0668,mushroom,cat,Yes,early bird,Yes,"Until I Found You
+
+Stephen Sanchez"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Other (please provide details below).,econ,data science,53703,0,45,pineapple,dog,No,no preference,No,fire on fire Sam Smith
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Engineering: Biomedical,,Data science,53706,43.168,-89.284,basil/spinach,dog,No,night owl,Yes,505 by the artic monkeys
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,20,Other (please provide details below).,Textiles and Fashion Design ,,53703,48.6997,-122.8756,basil/spinach,dog,Yes,night owl,Yes,32 Flavors by Alana Davis 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Science: Biology/Life,,,53706,42.9005,-88.0291,pineapple,dog,No,night owl,Maybe,Regular (English Version)- NCT 127
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Other (please provide details below).,Economics,Spanish,53715,36.1699,-115.1398,mushroom,dog,No,night owl,Yes,
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,I am an undecided freshman major right now. I am thinking about applying to the industrial engineering major or majoring in psychology and legal studies because I have an interest in going to law school. ,,53706,25.7033,-80.2828,none (just cheese),dog,Yes,night owl,Maybe,Lay All Your Love On Me by ABBA 
+COMP SCI 319:LEC003,LEC003,24,Other (please provide details below).,Economics,,53703,40,116,sausage,cat,No,night owl,No,"Play Date
+
+Martinez"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Information Science. Possibly data science certificate.,,53703,48.8566,2.3522,macaroni/pasta,dog,No,night owl,Maybe,Dandelions by Ruth B.
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Computer Science,,,53715,42.1024,-88.0585,pineapple,dog,Yes,night owl,Yes,The Scientist by Coldplay
+COMP SCI 319:LEC004,LEC004,23,Other (please provide details below).,Economics,,53704,39.904,116.407,pineapple,neither,Yes,early bird,Yes,Every song by Jay Chou. A Chinese singer.
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Data Science,,economics,57306,24.4798,118.0894,pepperoni,neither,No,night owl,No,The Hills by The weekend
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Business: Finance,,,53703,43.076,89.3929,pepperoni,dog,Yes,no preference,Yes,"Jake's Piano - Long Island
+
+Zach Bryan"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,Nuclear Engineering,,53703,40.7128,-74.006,Other,dog,Yes,night owl,Maybe,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,,Engineering: Mechanical,,,53703,33.493,-111.9258,pepperoni,dog,No,night owl,Yes,Teguila Shots- Kid Cudi
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Mathematics/AMEP,,,53703,53.3498,-6.2603,none (just cheese),dog,No,early bird,Yes,You Can't Make Old Friend by Kenny Rogers ft. Dolly Parton
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Consumer Behavior and Marketplace Studies,,53703,40.71,-74,none (just cheese),dog,Yes,night owl,Yes,Anything Harry Styles
+COMP SCI 319:LEC004,LEC004,22,Business: Information Systems,,,53703,36.0671,120.3826,pineapple,dog,No,night owl,Maybe,lonely dance
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Engineering: Mechanical,,,53715,44.9212,-93.4688,pepperoni,dog,No,night owl,Yes,Snow (Hey Oh) by Red Hot Chili Peppers
+COMP SCI 319:LEC001,LEC001,23,Computer Science,,,53703,23.1291,113.2644,tater tots,neither,Yes,early bird,Maybe,《lost stars》- Adam Levine
+COMP SCI 319:LEC003,LEC003,22,Other (please provide details below).,Geography  - Geographic Information Science and Cartography,N/A,53715,45.5017,-73.5673,mushroom,dog,No,night owl,Yes,Afterglow - Ed Sheeran
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Other (please provide details below).,Computer Science,Data Science,53706,35.6895,139.6917,sausage,dog,No,night owl,Yes,"Lost in Paradise , Miura Jam"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53715,30.1766,-85.8055,pepperoni,dog,No,early bird,No,"Billie Jean-Micheal Jackson
+
+or
+
+Cum on Feel the Noize-Quiet Riot"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,39.1898,106.8183,pepperoni,dog,No,night owl,Yes,Peach — Sammy Virji 
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,22,Computer Science,,,53703,17.4203,78.4029,mushroom,dog,Yes,no preference,Maybe,Popular (feat. Playboi Carti) by The Weeknd & Madonna
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Data Science,,Computer Science,53705,37.45,-122.2,pineapple,cat,No,early bird,Maybe,Natural - What If
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,pepperoni,dog,Yes,night owl,Yes,All Falls Down by Kanye West
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Mechanical,,,53703,43.0731,-89.4012,Other,dog,Yes,early bird,No,Fishing in the Dark - Nitty Gritty Dirt Band
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Other (please provide details below).,Economics,,53703,22.5431,114.0579,pepperoni,dog,Yes,night owl,No,snowman-sia
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Data Science,,,53706,28.5383,-81.3792,sausage,dog,No,early bird,No,Come On Eileen by Dexys Midnight Runners
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,39,Data Science,xxx,Biomedical Data Science,53713,47.3006,-88.0459,pepperoni,cat,Yes,no preference,Yes,"Our Song, Joe Henry"
+COMP SCI 319:LEC001,LEC001,23,Science: Other,information science,,53718,40.4259,-86.9081,pepperoni,dog,No,no preference,Yes,Young and Beautiful by Lana Del Rey
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Computer Science,,,53703,39.3597,111.5863,pepperoni,dog,No,night owl,Yes,Baby I'm bleeding - Jpeg Mafia
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Engineering: Biomedical,,,57303,41.8,-72,sausage,dog,No,early bird,No,Money - The Drums
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC001,20,Data Science,,Math Econ,53711,48.1376,11.5799,pepperoni,cat,No,no preference,Maybe,FE!N by Travis Scott
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Data Science,,Spanish,53706,44.7666,-85.5946,none (just cheese),dog,Yes,no preference,No,Single ladies - Beyoncé
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53718,40.7584,-73.9843,none (just cheese),dog,Yes,early bird,Maybe,"Spectrum - Florence + The Machine, Calvin Harris"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Computer Science,,,53706,22.3072,73.1812,none (just cheese),neither,Yes,no preference,Maybe,I have no such preference for songs.
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Computer Science,I am a computer science major.,Not Mandatory,53706,25.2048,55.2708,pepperoni,dog,Yes,early bird,No,Titi me pregunto by bad bunny.
+COMP SCI 319:LEC004,LEC004,24,Other (please provide details below).,Econometrics,,53711,24.8801,102.8329,pineapple,cat,No,night owl,Yes,Resting Ground by Christopher Larkin
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,economics,data science,53703,5.4203,100.3119,none (just cheese),cat,No,no preference,Maybe,You give love a bad name bon jovi
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,,Business: Finance,,,53703,52.3702,4.8952,pepperoni,dog,No,night owl,Yes,Radio Ga Ga by Queen.
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Science: Biology/Life,,,53706,-8.6399,115.1402,Other,dog,No,night owl,Yes,Rise  
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Data Science,,,53706,,,pepperoni,dog,No,night owl,Yes,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Biomedical,,Spanish,53715,44.8504,93.7876,pineapple,dog,Yes,night owl,Yes,Nonstop by Drake
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Data Science,,,53711,-33.9249,18.4241,pineapple,dog,Yes,early bird,Yes,Violent Crimes - Kanye West
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Data Science,,Information Systems,53175,28.5383,-81.3792,sausage,dog,No,early bird,No,Come On Eileen by Dexys Midnight Runners
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Mathematics/AMEP,,Psychology,53715,38.9072,-77.0369,pineapple,dog,No,early bird,Yes,Love Story - Taylor Swift
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Engineering: Industrial,N/A,N/A,53711,42.6507,18.0944,pepperoni,dog,Yes,no preference,Yes,Holanda - Jhayco
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53715,40.7128,-74.006,pepperoni,neither,Yes,night owl,Yes,《花海》from 周杰伦；Floral Sea by Jay Chou
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,22,Other (please provide details below).,Mechanical Engineering,Physics,53711,39.7392,-104.9903,pineapple,dog,No,night owl,Yes,"""The Weight of Dreams"" by Greta Van Fleet (modern day copy-cat of Led Zeppelin)"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Mechanical,,,53715,49.7938,-93.1955,mushroom,dog,Yes,night owl,Yes,Hurt Feelings by Mac Miller
+COMP SCI 319:LEC002,LEC002,23,Science: Other,master of science information (data analyst),none,53703,44.0521,-123.0868,sausage,cat,No,night owl,Yes,beside you - keshi
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,21,Statistics,,,53703,44.51,88.01,basil/spinach,cat,No,night owl,Yes,Dunno - mac miller
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,23,Computer Science,,Economics,53715,55.6761,12.5683,sausage,dog,Yes,no preference,Yes,Uden dig - ukendt kunster
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Cellular and Molecular Biology,Japanese,53703,35.3032,139.5657,basil/spinach,dog,No,night owl,Yes,Memories by Maroon 5
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Computer Science,,,53706,37.5326,127.0246,sausage,cat,Yes,no preference,Yes,"Title: Some might say (Oasis) 
+
+ 
+
+ "
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Business: Finance,Finance ,Marketing,53715,64.9631,-19.0208,sausage,dog,No,night owl,Yes,Jump Around by House of Pain
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Other (please provide details below).,Undecided,,53715,41.8781,-87.6298,basil/spinach,dog,No,early bird,Yes,New Beat by Toro y moi
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Other (please provide details below).,Economics,,53818,43,0,sausage,neither,No,night owl,Maybe,None 
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,39.9526,-75.1652,pepperoni,dog,No,night owl,Yes,All the Stars by Kendrick Lamar and SZA
+COMP SCI 319:LEC004,LEC004,22,Computer Science,,,53715,22.5431,114.0579,sausage,cat,No,night owl,Yes,cruel summer!!! Taylor swift!!!
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Accounting,Finance,53715,41.8781,-87.6298,sausage,dog,Yes,night owl,Yes,Change- Bailey Zimmerman
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,Political Science,,53703,41.8781,-87.6298,Other,cat,Yes,early bird,Maybe,"Nashville, TN by Chris Stapleton"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Computer Science,,,53715,22.5886,88.4043,Other,dog,No,no preference,Yes,Elevated - Shubh
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC004,20,Data Science,,,53703,35.9078,127.7669,pepperoni,dog,Yes,early bird,Yes,One Call Away - Charlie Puth
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53703,49.2827,-123.1207,pineapple,cat,No,no preference,Yes,"before he cheats
+
+by carrie underwoods"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,18,Engineering: Biomedical,,,53706,35.6895,139.6917,basil/spinach,dog,Yes,no preference,Yes,Wind Blows - Dreamcatcher
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Engineering: Mechanical,n/a,n/a,53706,43.0517,-89.3427,macaroni/pasta,dog,Yes,no preference,Yes,"title: wonderwall 
+
+artist: Oasis  "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,,Data Science,,,53716,44.5133,-88.0133,green pepper,dog,No,night owl,Yes,Mr. Rager by Kid Audi
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Business: Finance,,"Mathamatics for finance, Economics",53703,24.4798,118.0894,Other,cat,Yes,no preference,Maybe,Not good enough for you-Jay Chou
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Business: Other,Marketing,,53715,43.0389,-87.9065,none (just cheese),cat,Yes,no preference,Maybe,I guess that's why they call it the blues - Elton John
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Data Science,I plan to major in Data science.,no second major,53711,33.6225,113.3418,basil/spinach,dog,No,night owl,Maybe,That Girl by Olly Murs
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,23,Other (please provide details below).,Economics,Political Science,53703,43.0731,-89.4012,pepperoni,cat,Yes,night owl,No,500 Miles
+COMP SCI 319:LEC001,LEC001,30,Engineering: Other,,,53705,-34.4909,-58.4892,pepperoni,dog,Yes,early bird,Maybe,Sweet Child O' Mine - Guns N' Roses
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economic,,53705,31.2304,121.4737,none (just cheese),cat,No,early bird,Yes,Closer by the chainsmokers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Business: Information Systems,,,53706,33.4484,-112.074,none (just cheese),dog,No,no preference,Yes,runaway by Kanye West
+COMP SCI 319:LEC002,LEC002,25,Engineering: Other,,,53705,37.1765,-3.5979,basil/spinach,cat,No,night owl,Maybe,Time of Our life - DAY6
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,21,Science: Biology/Life,,French,53703,44.9019,-93.3388,basil/spinach,dog,Yes,no preference,Yes,Brazil- Declan McKenna
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Data Science,,Economics,53715,43.7696,11.2558,none (just cheese),cat,Yes,night owl,Yes,November Rain Guns N' Roses
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Finance,Econ with data science certificate ,53703,41.3851,2.1734,pepperoni,dog,No,no preference,No,(It goes like) nanana by Peggy Gou
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,38.7223,-9.1393,basil/spinach,dog,Yes,no preference,No,Nice For What by Drake
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Business: Information Systems,,"Supply chain, operation technology managment ",53703,12.4964,41.9028,pineapple,dog,No,night owl,Yes,My favorite song is probably dancing queen by ABBA
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Mechanical,,,53706,47.6775,11.2041,basil/spinach,dog,No,no preference,Yes,Uptown Girl by Billy Joel
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Data Science,,,53703,31.8433,117.2457,Other,dog,No,night owl,Yes,"Title: [Mrs. Shexiang] (https://www.last.fm/music/Phoenix+Legend/_/Mrs.+Shexiang)
+
+Artist: Phoenix Legend"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Data Science,,,53706,55.68,12.58,pepperoni,cat,No,night owl,Maybe,Love Lost - Mac Miller
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,economics BA,,53711,35.6895,139.6917,mushroom,dog,No,no preference,Yes,My favorite song is Favorite Song.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,18,Computer Science,,,53706,45.4642,9.19,pepperoni,cat,No,night owl,Maybe,"****************************
+The Weeknd - Save Your Tears
+****************************"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,31.8089,120.6153,Other,cat,No,no preference,Yes,Blood Type-Viktor Tsoi
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,21,Engineering: Biomedical,,,53703,40.4855,-106.8336,pepperoni,dog,Yes,early bird,Maybe,When it Rains it Pours by Luke Combs
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Business: Finance,,Real Estate,94024,40.7128,-74.006,sausage,dog,Yes,night owl,Maybe,
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Business: Finance,N/A,N/A,53703,1.2,4.2,pepperoni,dog,No,no preference,Maybe,I'm gonna be (500miles) by the proclaimers
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,,Engineering: Mechanical,,,53703,39.6456,-77.4205,pepperoni,dog,No,no preference,Yes,Jimmy Cooks by Drake
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Business: Finance,N/A,Data science,53706,13.8079,108.1094,basil/spinach,dog,No,early bird,Maybe,"Truoc khi em ton tai - Thang
+
+Mirror ball - Taylor Swift"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Science: Other,Environmental Science,,53715,41.8781,-87.6298,green pepper,dog,Yes,night owl,Yes,Black Swan by BTS
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC001,19,Mathematics/AMEP,,,53715,44.79,-89.7,pepperoni,dog,No,no preference,No,I don't have a favorite 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Data Science,Information and data science,,53703,43.0389,-87.9065,pepperoni,dog,No,night owl,Maybe,mayonaise smashing pumpkins
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Other (please provide details below).,My primary major is Economics.,My secondary major is Psychology.  I have declared a certificate in data science.,53703,35.6895,139.6917,pepperoni,neither,No,no preference,Maybe,"Hype boy - New Jeans
+
+Paris in the rain - Lauv
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,21,Data Science,,,53703,32.8328,-117.2713,Other,dog,Yes,night owl,Maybe,The Pale Moonlight - Kid Cudi
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,information science ,data science,53706,41.3851,2.1734,green pepper,dog,Yes,night owl,Yes,Jungle - Drake
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,22,Science: Biology/Life,,,53715,47.0502,8.3093,macaroni/pasta,dog,No,night owl,Yes,Under Pressure by Queen and David Bowie
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Industrial,,,53703,18.0231,-63.0482,Other,cat,No,no preference,No,Could you be loved - Bob Marley 
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Information Science,,53703,49.2827,-123.1207,pepperoni,dog,No,night owl,Yes,tell me what you want - dacelynn
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,21,Statistics,I selected Statistics above.,I am considering double majoring in data science.,53703,60.1699,24.9384,pepperoni,dog,Yes,early bird,Yes,Mrs. Hollywood - Go-Jo
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,I am undecided but planning on potentially majoring in Data Science or at least getting a certificate. ,"I am also potentially majoring in International Studies, but am currently undecided.",53706,37.7749,-122.4194,basil/spinach,dog,Yes,night owl,Maybe,"""The Air That I Breathe"" The Hollies "
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,N/A,N/A,53706,43.0389,-87.9065,pepperoni,dog,Yes,early bird,Yes,Jungle by Andre Nickatina. Its Christian Yelich's walk up song.
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Business: Finance,,Psychology,53715,51.5074,-0.1278,basil/spinach,cat,No,night owl,Yes,Daydreaming by Harry Styles
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,Mech E,,53715,41.1579,-8.6291,basil/spinach,dog,No,night owl,Yes,Zach Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Data Science,,,53706,19.64,-156,pepperoni,dog,Yes,night owl,Yes,From Time by Drake
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Business: Actuarial,,Data Science,53706,43.485,-89.754,mushroom,neither,No,night owl,Yes,"New Romantics, Taylor Swift"
+COMP SCI 319:LEC001,LEC001,22,Other (please provide details below).,Information Science,No,53703,31.23,121.47,mushroom,dog,No,night owl,Maybe,"Artist: BLACKPINK, Title: Shut Down"
+COMP SCI 319:LEC001,LEC001,22,Other (please provide details below).,Information science,,53703,31.23,121.47,mushroom,dog,No,night owl,Yes,"Song: Shut Down, Artist: Black Pink"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Engineering: Mechanical,,,53706,47.6062,-122.3321,pineapple,dog,Yes,early bird,No,Flashing Light by Kanye West
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Engineering: Mechanical,,,53714,45.8713,-89.7116,pepperoni,cat,Yes,night owl,Yes,Africa by Toto
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Science: Physics,,,53726,60.39,5.32,mushroom,dog,Yes,night owl,Yes,Heat Above by Greta Van Fleet
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,21,Other (please provide details below).,Genetics and Genomics,,53703,36.7234,25.2822,basil/spinach,dog,Yes,early bird,Maybe,Kiss of Venus - Dominic Fike
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Other (please provide details below).,Data Science and Mathematics ,,53706,40.7128,-74.006,pepperoni,dog,No,night owl,Yes,Heart Throb - Pritam 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Business: Finance,,,53703,41.8818,-87.8367,pepperoni,dog,No,night owl,No,"Boogie Wonderland by Earth, Wind, and Fire and The Emotions"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Legal Studies major,,10075,40.7131,-74.0072,pepperoni,dog,Yes,no preference,Yes,Dancing in the Moonlight
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Computer Science,,,53703,43.0731,-89.4012,pineapple,cat,No,no preference,Yes,Hits Different - Taylor Swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Data Science,,,53715,45.4642,9.19,pineapple,dog,No,night owl,Yes,Passionfruit - Drake
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,,Computer Science,,Data Science,53715,25.2345,110.18,mushroom,cat,No,night owl,Maybe,Midsummer Madness by 88rising
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Engineering: Industrial,,,53706,60.8525,7.1136,pepperoni,dog,Yes,no preference,No,Boulevard of Broken Dreams by Green Day
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Engineering: Industrial,,,53715,51.5074,-0.1278,none (just cheese),dog,No,night owl,Yes,"unruly NSG,Meeks"
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Data Science,,Global Health,53715,18.58,-68.41,macaroni/pasta,cat,Yes,early bird,Yes,"November Rain, Guns N' Roses"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,44.5004,-88.0613,pepperoni,cat,Yes,early bird,Maybe,"""Take It Easy"", Eagles"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,21,Science: Biology/Life,,,53590,59.9,10.7,macaroni/pasta,cat,Yes,early bird,Yes,Trouble by Elvis Presley
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Engineering: Mechanical,,,53703,44.5133,-88.0133,pepperoni,dog,No,early bird,No,Revival by Zach Bryan 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,,Business: Information Systems,,,53590,45.5017,73.5674,pepperoni,neither,Yes,night owl,Maybe,Teeth by 5 Seconds of Summer (please do play this one sometime!)
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Engineering: Mechanical,,,53706,47.227,-88.164,pineapple,cat,No,night owl,Yes,stacy's mom by fountains of wayne
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Other (please provide details below).,Undecided,,53706,42.3314,-83.0458,pepperoni,dog,No,night owl,Maybe,Always Forever by Cults
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Mechanical,,,53715,36.3719,-94.2027,mushroom,dog,Yes,early bird,No,At the Beach by the Avett Brothers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Other (please provide details below).,Economics,,53703,41.9028,12.4964,pepperoni,dog,Yes,night owl,Yes,Free bird - lynyrd skynyrd
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Other (please provide details below).,Behavioral Economics,"Mathematics, Data Science Minor",53715,42.3601,-71.0589,basil/spinach,dog,Yes,early bird,No,Sitting on Top of the World - Burna Boy
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Engineering: Mechanical,,,53706,34.4208,-119.6982,pineapple,dog,No,early bird,Maybe,snooze by SZA
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53706,42.584,-87.82,pepperoni,dog,Yes,no preference,Maybe,Outside- Calvin Harris
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Business: Other,,,53703,37.1324,24.815,pepperoni,dog,No,night owl,Yes,Thunder by Imagine Dragons 
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53703,44.79,-89.723,pepperoni,dog,No,no preference,No,Eye of the Tiger
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Engineering: Mechanical,,,53703,-33.9249,18.4241,pepperoni,dog,No,no preference,Yes,The Adults Are Talking - The Strokes
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Science: Other,My primary major is Atmospheric and Oceanic Science.,I am considering double majoring in either Environmental Studies or Math. ,53715,40.5853,-105.0844,none (just cheese),dog,Yes,no preference,Yes,"""Tidal"" Noah Kahan"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Mechanical,,,53703,41.9,-87.6,pepperoni,dog,No,night owl,No,Revival by Zach Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC002,20,Other (please provide details below).,Economics.,Data Science.,53703,44.972,-93.51,pepperoni,dog,Yes,night owl,Maybe,Broken Clocks by SZA.
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Other (please provide details below).,Economics and Data Science,,57315,42.6256,-71.3853,pepperoni,dog,Yes,night owl,Yes,Style by Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Data Science,-,Econ ,53711,1.3521,43.0731,mushroom,dog,Yes,early bird,Maybe,low-key - Nikki
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Computer Science,,,53703,61.2114,-149.7313,mushroom,cat,Yes,night owl,No,"""I Wonder"" by Kanye West"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Mechanical,,,53726,46.5436,-87.3954,basil/spinach,cat,Yes,night owl,Yes,"Snow, Red Hot Chili Peppers "
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,,Engineering: Mechanical,,,53715,43,-89.3,pepperoni,dog,No,night owl,Yes,"FIEN, Travis Scott"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Mathematics/AMEP,,Statistics,53715,27.2195,78.0216,Other,neither,No,night owl,Yes,Taylor Swift- Style
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Science: Physics,n/a,n/a,53706,31.2304,121.4737,mushroom,cat,No,night owl,Yes,"Concorde -- Black Country, New Road"
+COMP SCI 319:LEC001,LEC001,,Other (please provide details below).,economics,no,53705,39.9042,116.4074,mushroom,cat,Yes,night owl,Yes,What you mean to me -- Matthew Morrison/Laura Michelle Kelly
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC003,18,Engineering: Industrial,n/a,n/a,53706,1.3521,103.8198,pepperoni,dog,Yes,night owl,Yes,When the Day is Done by Grent Perez
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Science: Biology/Life,,,53719,51.5074,-0.1278,Other,cat,No,night owl,Maybe,Father Time - Kendrick Lamar
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Business: Other,Business related but undecided.,n/a,53706,37.5326,127.0246,mushroom,dog,No,night owl,Yes,"New Jeans - ETA
+
+New Jeans - OMG"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,42.2387,-87.9596,pepperoni,neither,Yes,night owl,Maybe,Laugh Now Cry Later - Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,21,Data Science,,,53703,43.4714,-110.7688,sausage,dog,Yes,night owl,Yes,My Old School - Steely Dan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Mechanical,,,53715,43.07,-89.4,sausage,dog,No,no preference,Maybe,I Hope That's True by Morgan Wallen
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,,Other (please provide details below).,Undecided.,,53706,35.6895,139.6917,sausage,cat,No,night owl,Yes,Stitches-Shawn Mendes
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Business: Finance,Finance,Information Systems,53718,43.6511,-79.347,sausage,dog,No,night owl,Maybe,Over by Drake
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Science: Biology/Life,,Data Science,53715,13.7563,100.5018,pepperoni,dog,No,night owl,Yes,Hurricane Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Business: Finance,,,53715,50.0755,14.4378,pepperoni,dog,No,night owl,Yes,Nonstop by Drake
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,22,Science: Biology/Life,,"Data Science, BS",53703,37.5683,126.9978,pepperoni,cat,No,night owl,No,'Mourning' - Post Malone
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,20,Data Science,,,53703,37.44,25.37,pepperoni,cat,No,night owl,Yes,Spotless- Zach Bryan ft. The Lumineers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Business: Finance,,Business: Information Systems,53715,52.3702,4.8952,Other,cat,No,early bird,Yes,As It Was by Harry Styles
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Data Science,,,53703,24.4882,54.3773,none (just cheese),cat,No,night owl,Yes,
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Computer Science,,,53703,42.9856,-88.0761,Other,dog,No,night owl,No,"Aries - Fools gold
+
+ "
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,20,Data Science,,,53703,33.4484,-112.074,mushroom,cat,No,night owl,Yes,fire burning -sean kingston 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,53715,40.7128,-74.006,none (just cheese),dog,No,early bird,Yes,"Ordinaryish People, by AJR"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,22,Other (please provide details below).,"Economics, with data science certificate.",,53711,34.7466,113.6253,pepperoni,cat,Yes,no preference,Maybe,"One Last Kiss, by Utada Hikaru"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Data Science,,,53726,43.2815,-88.4091,sausage,dog,No,night owl,No,Normal Girl by SZA
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Engineering: Industrial,,,53703,39.6349,-106.5283,pepperoni,dog,Yes,night owl,Yes,Dark Necessities by The Red Hot Chilli Peppers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Mathematics/AMEP,,Statistics,53706,31.2304,121.4737,sausage,cat,Yes,early bird,Yes,Scared 2 be Lonely--Lil Tjay
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,,Computer Science,,Data Science,53715,42.3601,-71.0589,sausage,dog,No,night owl,Yes,The Ladder - Margolnick
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Data Science,,Economics,53706,60.1282,18.6435,Other,dog,No,night owl,Maybe,Smells like teen spirit-Nirvana & Pretender- Foo Fighters (I'm never able to select my most favourite out of these two)
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,,Other (please provide details below).,Atmospheric and Oceanic Studies,,53726,44.447,88.889,pepperoni,dog,No,night owl,Yes,Julia - Mt. Joy
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Data Science,,,53706,47.3886,-88.0226,pepperoni,dog,Yes,night owl,Maybe,"""Need 2"" by Pinegrove"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC004,19,Science: Other,,,53703,29.4316,106.9123,mushroom,neither,No,night owl,No,“FIREWORK” by &TEAM
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,44.5133,-88.0133,pineapple,dog,Yes,early bird,Yes,At the End of the Day -Wallows
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,,Data Science,,,53713,3.139,101.6869,basil/spinach,cat,Yes,no preference,Yes,Lady Gaga - Bad Romance
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Other (please provide details below).,Economics,N/A,53703,42.3601,-71.0589,basil/spinach,dog,No,night owl,Maybe,Revival - Zach Bryan
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,dog,No,night owl,Yes,"""Passionfruit"" by Drake"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Engineering: Mechanical,,,53706,46.8108,-90.8182,pepperoni,dog,No,night owl,Maybe,"""My Hero"" by Foo Fighters "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334, COMP SCI 220:LAB331",LEC003,18,Engineering: Mechanical,,,53706,25.3176,82.9739,pepperoni,dog,Yes,early bird,Maybe,"Safe and Sound, by Capital cities"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Languages,N/A,N/A,53706,12.9716,77.5946,basil/spinach,cat,Yes,night owl,No,baseball - Hippocampus
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Data Science,,,53706,42.3601,-71.0589,sausage,dog,Yes,night owl,Yes,Free Bird- Lynyrd Skynyrd
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,40.7128,-74.006,none (just cheese),dog,No,night owl,Yes,Father Stretch My Hands - Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Data Science,,,2038,,-71.0589,pepperoni,dog,Yes,night owl,Yes,Free Bird- Lynyrd Skynyrd
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Mathematics/AMEP,,"Statistics, B.S.",53703,30.2741,120.1551,none (just cheese),dog,Yes,night owl,Maybe,Careless Whisper by Wham!
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Other,Material Science and Engineering,,53706,47.608,-122.3352,sausage,dog,No,night owl,Maybe,"************
+Sixteen Tons
+************
+
+Geoff Castellucci
+
+ "
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,I am an economics major.,I may double major in data science but for now it is a minor.,53703,40.4987,-111.8188,green pepper,cat,No,night owl,Yes,Walking On A Dream by Empire of The Sun.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Other (please provide details below).,economics,,53706,45.0938,-93.4976,Other,dog,No,no preference,Maybe,Drift Away - Uncle Kracker
+COMP SCI 319:LEC004,LEC004,23,Science: Other,Economics,nope,53703,41.7407,123.4399,pepperoni,cat,No,night owl,No,Kiss Goodbye
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,22,Business: Finance,,,54143,37.3891,-5.9845,pepperoni,dog,Yes,early bird,No,The House of the Rising Sun - The Animals 
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,46.5,-94.3,sausage,dog,No,night owl,Yes,As She's Walking Away by Zac Brown Band
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Engineering: Mechanical,,,53703,40.7128,-74.006,pepperoni,dog,Yes,night owl,Yes,"Junio, Maluma
+
+ "
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Engineering: Biomedical,,,54636,41.8781,-87.6298,mushroom,dog,No,early bird,Yes,Cherry by Harry Styles
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53597,44.7866,20.4489,macaroni/pasta,cat,No,night owl,Yes,bad dream baby - hippo campus
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Other (please provide details below).,Economics ,N/A,53703,43,-89,sausage,dog,No,early bird,Maybe,Cough Syrup - Young the Giant 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Engineering: Biomedical,,,53706,40.7865,-74.3921,sausage,dog,No,night owl,Yes,"Fancy
+
+Drake"
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Engineering: Mechanical,,,53706,-8.6786,115.4556,pepperoni,dog,Yes,no preference,Maybe,Hotel California-Eagles
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Engineering: Mechanical,,,53703,40.7131,-74.0072,pineapple,dog,Yes,night owl,Yes,Freestyle by Lil Baby 
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,Deciding between Biology and Biomedical Engineering,,53706,45.2658,-111.3003,pepperoni,dog,No,night owl,No,Best of You by the Foo Fighters
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,20,Other (please provide details below).,Economics (Minor in Data Science),,53715,43.0722,-89.4012,sausage,dog,Yes,night owl,No,Art of Living - Mat Kerekes
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,51.5035,-0.1278,macaroni/pasta,neither,No,night owl,Yes,Movin' Out by Billy Joel
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53703,40.7128,-74.006,pepperoni,dog,No,night owl,Yes,I Know - Travis Scott
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Science: Physics,NA,Currently in astrophysics but trying to transfer into the school of Engineering for Mechanical Engineering. ,53703,21.3069,-157.8583,sausage,cat,Yes,no preference,Maybe,"It's my Life, Bon Jovi"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,,Computer Science,,Maybe majoring in data science but I might minor it.,53706,60.1282,18.6435,none (just cheese),cat,No,no preference,Yes,Mad at the World - Heffron Drive
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Science: Physics,,,53706,44.9778,-93.265,basil/spinach,cat,No,night owl,Yes,Out of My League - Fitz and the Trantrums
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,20,Business: Other,,,53726,43,-89,pepperoni,neither,No,no preference,Maybe,post malone
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,21,Computer Science,,,53705,31,121,pepperoni,cat,No,night owl,Yes,Something Just Like This - The Chainsmokers & Coldplay
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Economics and Data Science.,,53703,26.6141,-81.8258,pepperoni,dog,Yes,night owl,Maybe,"Sweet Caroline, Neil Diamond"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,25,Other (please provide details below).,Zoology Major,n/a,53719,41.8781,-87.6298,basil/spinach,dog,No,night owl,Yes,"Dirty Little Secret
+
+Song by The All-American Rejects"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,39,116,mushroom,cat,Yes,night owl,Maybe,see you again
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,41.8781,-87.6298,pepperoni,dog,Yes,no preference,Yes,Fear and Fridays - Zach Bryan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Data Science,,,53706,40.7128,-74.006,pepperoni,dog,No,early bird,Maybe,Holy Ground by Taylor Swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53703,41.8781,-87.6298,mushroom,dog,No,no preference,No,"Wish You Were Here - Pink Floyd
+
+ "
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,53715,38.5733,-109.5498,pineapple,dog,No,early bird,No,Don't You Worry Child by Swedish House Mafia
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53715,46.2044,6.1432,sausage,dog,Yes,no preference,No,"""Woods"" by Mac Miller"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Other (please provide details below).,"Economics major, data science minor ",,53703,38.4187,27.1296,green pepper,cat,Yes,no preference,No,Piano Man by Billy Joel
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,18,Engineering: Industrial,,,53705,24.7136,46.6753,pepperoni,dog,Yes,early bird,No,"Mohammed Abdu- Artist
+
+Wienak ya darb al mahaba"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,40,Data Science,"Data Science is my primary major.
+
+I am a returning student.  My past Major was AMEP.  Data Science majors didnt exist then.  It fits better with what I was working towards.  I love probablility and statistics.",NA,53705,43,88,sausage,cat,Yes,no preference,No,"Moonlight Sonata Movement #1 played on the piano vs the radio while it rains or at night with the windows open is awesome!!!!!!
+
+ 
+
+ 
+
+ 
+
+Movement #3 will blow your mind.
+
+ 
+
+If you dont like any of those, louisiana harmonica is good."
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Engineering: Industrial,NA,NA,53703,45.8733,-63.5841,pepperoni,cat,No,early bird,Maybe,"Revival, Zach Bryan "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Other (please provide details below).,"Still deciding from Mathematics, Statistics, and Economics.",,53706,39.9042,116.4074,sausage,neither,Yes,early bird,Maybe,"Title: Croatian Rhapsody
+
+Artist: Tonci Huljic"
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Science: Other,Nursing,Global Health minor ,53706,43.8376,10.4951,pepperoni,dog,Yes,night owl,Maybe,Gimme! Gimme! Gimme! by ABBA
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Data Science,,Economics (Math Emphasis) or Math for Econ and finance (still thinking),53706,55.7558,37.6173,pepperoni,dog,No,no preference,Maybe,Safe and Sound by Capital Cities
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Science: Other,Atmospheric and Oceanic Sciences,,53711,48.8566,2.3522,pineapple,dog,Yes,night owl,Maybe,Lady May by Tyler Childers
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,43.0742,89.3838,macaroni/pasta,dog,Yes,night owl,Yes,Little Wing - Jimi Hendrix
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53711,43.0731,-89.4012,sausage,dog,Yes,night owl,Yes,"Encore by the Red Hot Chili Peppers
+
+ "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Other (please provide details below).,undecided,,53703,40.7306,73.9352,basil/spinach,dog,No,night owl,Yes,"Erase Me, Lizzie McAlpine"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53726,45.5152,122.6784,pepperoni,dog,Yes,night owl,Yes,Pennies - Smashing Pumpkins
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,,Engineering: Industrial,,,53715,44.4047,8.9291,sausage,dog,Yes,early bird,Yes,"You Don't Love Me (No, No, No) - Dawn Penn"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,21,Business: Actuarial,,Risk Management & Insurance,53715,40.7128,-74.006,pepperoni,dog,Yes,early bird,No,"""What You Know"" by Two Door Cinema Club"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC003,18,Data Science,,,53706,18.7897,98.9844,pineapple,dog,No,night owl,Yes,"One of my favorite songs is ""Bahamas"" by HARBOUR. "
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,17,Computer Science,,,53704,43.0739,-89.3852,pepperoni,dog,Yes,night owl,Maybe,Bang Bang - K'NAAN
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,nuclear engineering,.,53715,47.6,-122.33,sausage,dog,Yes,night owl,Yes,"smells like teen spirit 
+
+-nirvana"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,53703,39.0742,21.8243,mushroom,dog,No,night owl,Yes,Cardigan - Don Toliver
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Business: Other,"Other: Accounting
+
+ ",Business- Information Systems,53726,51.5074,-0.1278,none (just cheese),dog,Yes,early bird,No,Abba- Dancing Queen
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Science: Biology/Life,I am planning to major in neurobiology.,"Data Science
+
+total 2 majors. Neurobiology and Data Science.",53706,36.9741,-122.0288,none (just cheese),cat,Yes,no preference,Maybe,Learn To Fly - Foo Fighters
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,42.3601,-71.0589,pepperoni,cat,No,night owl,Maybe,Show No Regret by Daniel Caesar
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,17,Engineering: Mechanical,,,53706,57.6202,-133.2372,pineapple,dog,No,night owl,Maybe,I Wanna Dance with Somebody by Whitney Houston
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,21,Science: Other,Atmospheric and Oceanic Sciences,N/A,53726,42.7,-89.8679,none (just cheese),cat,No,night owl,Maybe,Might Be Right - White Reaper
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics ,N/a,53703,25.1931,55.279,pepperoni,neither,No,early bird,No,6th Sense-Kodak Black
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Data Science,,,53706,40.4168,-3.7038,basil/spinach,dog,Yes,early bird,No,Polaris Remix Saiko ft. Mora Feid Quevedo
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,42.3601,-71.0589,pineapple,cat,No,night owl,Yes,"zz melt - Jagger Finn
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Data Science,,,53703,44.7394,-93.1258,pepperoni,dog,No,night owl,No,"Self Care, Mac Miller"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Other (please provide details below).,international studies,,53703,41.3851,2.1734,pineapple,dog,Yes,no preference,Yes,"American Pie, Don Mclean"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,53706,43.039,-87.906,pepperoni,neither,No,no preference,Yes,Flashing Lights - Kanye West
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Engineering: Industrial,N/A,N/A,53715,88.384,43.0058,pepperoni,dog,Yes,night owl,Maybe,"Stick Season 
+
+Noah Kahan"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC003,19,Data Science,,,53713,35.6895,139.6917,sausage,cat,No,night owl,Yes,Its You by Keshi
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Data Science,,,53715,45.9141,-89.2558,mushroom,dog,No,no preference,Yes,"Making Eyes by Archers. Madison based metalcore band! (beware of the screamo sections to some of their songs, lol)"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,18,Engineering: Biomedical,,,53706,22.9068,43.172,mushroom,dog,Yes,early bird,Maybe,Out of Reach- BoywithUke
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,21,Business: Actuarial,,Risk Management & Insurance,53703,43.0731,-89.4012,green pepper,dog,Yes,early bird,No,Layla by Eric Clapton
+COMP SCI 319:LEC004,LEC004,24,Other (please provide details below).,Econ,,53703,39.9042,116.4074,pineapple,neither,No,night owl,Maybe,"Savage Daughter  
+
+Sarah Hester Ross"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,cat,No,night owl,Yes,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Business: Finance,,,53703,40.7128,-74.006,pineapple,dog,No,night owl,Yes,FE!N- Travis Scott
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Business: Finance,,I am doing a data science certificate and planning on a double major in information systems.,53703,41.8781,-87.6298,mushroom,dog,No,early bird,No,"Hozier 
+
+Cherry Wine"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics,,53711,21.3069,-157.8583,sausage,dog,Yes,night owl,Yes,I KNOW ? - Travis Scott
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,18,Engineering: Industrial,,,55337,48.8566,2.3522,mushroom,dog,No,night owl,Yes,The Other Side of the Door - Taylor Swift
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,17,Data Science,None,Biology,53706,52.3702,4.8952,Other,dog,Yes,early bird,No,Counting Stars by One Republic
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Computer Science,,,53703,1.3521,103.8198,pineapple,cat,Yes,night owl,Maybe,Someone Like You by Adele 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53726,44.988,-87.243,sausage,dog,No,early bird,No,Chattahochee by Alan Jackson
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Industrial,,,53705,23.5859,58.4059,pepperoni,neither,No,no preference,Maybe,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,,Data Science,,Economics,53706,1.3521,103.8198,mushroom,cat,No,night owl,Yes,Cupid by Fifty Fifty
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Business: Other,Marketing,,53703,41.3851,2.1734,basil/spinach,dog,No,no preference,No,What is Love by Haddaway
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Data Science,,,53706,43.1132,-87.9997,sausage,cat,Yes,early bird,Yes,Viva la Vida by Coldplay
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Other (please provide details below).,Urban Studies,,53715,37.9838,23.7275,pepperoni,cat,No,no preference,No,Eat The Rich by Aerosmith
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Engineering: Mechanical,,,53715,41.8781,-87.6298,pepperoni,dog,Yes,no preference,Yes,"""If I Know Me"" by Morgan Wallen"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Engineering: Industrial,,,53706,18.3288,-66.9713,pineapple,dog,No,night owl,No,Dancing Queen - Abba
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Industrial,,,53706,43.0739,-89.3852,pepperoni,dog,No,no preference,Maybe,Be Happy by 347aidan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Science: Biology/Life,,,53726,30.2741,120.1551,pepperoni,cat,No,night owl,Maybe,N/A. I don't have a favorite song.
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,17,Data Science,,,53706,39.9042,116.4074,sausage,dog,No,night owl,No,"Red Eye 
+
+Justin Bieber"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Engineering: Mechanical,,,53706,40.7128,-74.006,Other,dog,Yes,night owl,Maybe,September by Earth Wind and Fire
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Other (please provide details below).,Psychology,,53706,45.9857,-123.9082,pepperoni,dog,No,early bird,No,"""Stay"" by Post Malone"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Computer Science,,,53711,43.0739,-89.3852,Other,dog,No,night owl,Yes,Little Wing by Jimi Hendrix
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Mathematics/AMEP,,English - Creative Writing,53715,41.8661,-88.107,pepperoni,neither,No,early bird,Maybe,Unending Stream of Life -- David Maslanka
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,17,Data Science,,,53711,32.2259,35.2549,none (just cheese),cat,No,night owl,No,Dakiti - Bad Bunny
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,17,Other (please provide details below).,Computer Science,"Along with CS, I plan to do Data Science, and maybe a certificate on Marketing.",53706,29.1523,48.1212,mushroom,dog,Yes,early bird,Maybe,Dance Monkey - Tones and I
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,20,Business: Finance,,"Economics, Information Systems",53703,43.0731,-89.4012,pepperoni,dog,No,night owl,No,White Room - Cream
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Industrial,N/A,N/A,53706,51.1785,-115.5743,none (just cheese),cat,No,night owl,Yes,green light by lorde
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Science: Physics,,"Data Science, Mathematics",53706,25.2048,55.2708,pepperoni,dog,Yes,night owl,No,AM Gold by Train
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC001,20,Engineering: Mechanical,,,53925,55.9533,-3.1883,pepperoni,cat,No,early bird,Yes,Wonderwall by Oasis 
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC002,19,Other (please provide details below).,economics,,53703,33.6052,-117.8886,pepperoni,dog,No,early bird,Maybe,23 chayce beckham
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Mathematics/AMEP,,,53703,45.374,-84.9556,basil/spinach,dog,Yes,night owl,Maybe,Fire and Rain by James Taylor
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Other (please provide details below).,Atmospheric and Oceanic Science,Mathematics ,53715,45.2464,-93.3028,Other,dog,Yes,early bird,Maybe,Mr. Blue Sky by Electric Light Orchestra
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Computer Science,N/A,N/A,53715,43.0731,-89.4012,sausage,dog,No,night owl,Maybe,What You Know - Two Door Cinema Club
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,18,Statistics,,,53706,44.3,-88.4,pepperoni,dog,Yes,early bird,Maybe,"Sing About me, I'm dying of thirst by Kendrick Lamar"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,22,Business: Actuarial,,"Finance, Risk Management and Insurance",53715,40.015,-105.2705,pepperoni,dog,No,night owl,Yes,Sweet Child O' Mine
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Data Science,,,53711,37.664,127.9,pepperoni,dog,Yes,night owl,Yes,Never go wrong
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,48.8566,2.3522,pepperoni,dog,No,night owl,Yes,moonwalking in the Calabasas by ddg.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC004,20,Engineering: Mechanical,,,53703,39.9481,-74.077,sausage,dog,No,night owl,Yes,Set fire to the rain - Adele
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,18,Data Science,,,53706,25.1204,121.5103,pineapple,cat,No,early bird,No,Studio Ghibli movie music
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Business: Information Systems,NA,Real Estate,53703,18.3368,-64.7281,mushroom,cat,Yes,no preference,Yes,"You Proof, Morgan Wallen"
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC001,18,Engineering: Mechanical,,,53706,63.4195,-18.9986,none (just cheese),dog,Yes,no preference,Yes,Ticking by Zach Bryan
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,18,Science: Biology/Life,,,53706,45.2646,-111.2533,pineapple,dog,Yes,early bird,No,Romeo and Juliet by the Dire Straits
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,37.7654,-122.4511,pepperoni,dog,No,early bird,No,All I Do - Stevie Wonder
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Astronomy/Physics,Physics,53711,43.0731,-89.4012,Other,dog,Yes,night owl,Maybe,Bank Account 21 Savage
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,Idk if this counts but I'm doing the game design certificate,53706,38.9072,-77.0369,pepperoni,cat,No,night owl,Maybe,Osmosis by Good Kid
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Industrial,,,53703,40.4168,-3.7038,sausage,dog,Yes,early bird,No,Pepas by farruco
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,,Data Science,,Statistics,53706,47.1212,-88.5645,pepperoni,dog,No,early bird,Maybe,Party in the USA
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Engineering: Industrial,,,53706,43.6047,1.4442,Other,dog,Yes,night owl,Yes,Cigarettes out the window-Tv Girl
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Engineering: Mechanical,,Business ,53703,27.0993,-82.4315,pepperoni,dog,Yes,no preference,Yes,Island In The Sun
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Science: Biology/Life,,,53706,64.9631,-19.0208,mushroom,cat,No,night owl,Maybe,cardigan - Taylor Swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,,Other (please provide details below).,Journalism,,53706,41.3974,2.13,pepperoni,cat,Yes,no preference,Maybe,Maps - Yeah Yeah Yeahs
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,,Other (please provide details below).,Economics,,53703,47.608,122.3352,Other,cat,Yes,night owl,Yes,Revival Zach Bryan
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Statistics,Mathematics,,53706,50.8476,4.3572,pepperoni,dog,Yes,early bird,Maybe,"New Person, Same Old Mistakes - Tame Impala"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC002,19,Computer Science,N/A,N/A,53706,37.8715,112.5512,sausage,neither,Yes,no preference,Maybe,N/A
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,35.9802,-75.6421,sausage,dog,No,early bird,Yes,Gypsy - Fleetwood Mac
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Engineering: Mechanical,,,53726,45.4408,12.3155,sausage,dog,No,night owl,Yes,Sultans of Swing by Dire Straights
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,40.7128,-73.9352,pepperoni,dog,Yes,night owl,Yes,Virtual Insanity - Jamiroquai
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,39.6403,-106.3709,sausage,dog,Yes,no preference,Maybe,Whiskey Friends by Morgan Wallen
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Engineering: Mechanical,,,53711,39.1907,-106.8192,Other,neither,No,early bird,No,Try that in a small town - Jason Aldean
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Other (please provide details below).,Undecided,,53703,40.7721,-73.9578,none (just cheese),dog,No,night owl,Yes,Company by Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Data Science,,,53706,41.2974,-96.6059,sausage,dog,Yes,night owl,Yes,m.y l.i.f.e. J cole 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Mechanical,,,53703,-33.9014,151.0576,pepperoni,dog,No,no preference,Yes,Zach Bryan - Revival 
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC001,21,Business: Actuarial,,statistics ,53703,23.1291,113.2644,pineapple,dog,Yes,night owl,Yes,love story Taylor swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Other (please provide details below).,I am currently undecided but I am seriously considering Data Science at the moment.,,53715,48.7786,2.45,Other,dog,Yes,night owl,Yes,My Eyes - Travis Scott
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC004,20,Science: Biology/Life,,,53703,-81.7136,-109.3253,pineapple,neither,No,no preference,Maybe,"capybara song
+
+just search it and you will find"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Computer Science,,,53715,41.8781,-87.6298,none (just cheese),dog,No,no preference,No,Too comfortable - Future
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Other,Civil Engineering,Spanish,53715,43.0731,-89.4012,pepperoni,dog,Yes,night owl,Maybe,Aint no mountain high enough - Marvin Gaye
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,22,Computer Science,,Data Science,53703,23.1291,113.2644,basil/spinach,cat,No,night owl,Yes,Bohemian Rhapsody - Queen
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53715,49.1747,-123.0194,green pepper,dog,No,night owl,Yes,"Gangsters Paradise
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Science: Other,Double majoring in Biochemistry and Data Science.,"Data Science, Biochemistry ",53703,32.7157,-117.1611,Other,dog,Yes,night owl,Yes,Don't Stop; Fleetwood Mac
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Biomedical,,,53715,43.0389,-87.9065,sausage,dog,No,early bird,Maybe,505 - Artic Monkeys
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Engineering: Industrial,,Business,53706,46.2388,-97.3636,sausage,dog,No,night owl,Maybe,Solo - Future
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Computer Science,,Data Science,53715,41.8781,-87.6298,Other,cat,No,night owl,Yes,Heartless by The Weeknd
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Statistics,,"Econ, Statistics",53706,55.9502,-3.1875,sausage,dog,Yes,night owl,Yes,Demons by Imagine Dragons
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Computer Science,,My second major is Data Science. My minors are Consulting and Leadership.,53711,34.0522,-118.2437,macaroni/pasta,cat,No,night owl,Yes,Consume by Chase Atlantic
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53706,41.9028,12.4964,sausage,dog,Yes,night owl,Yes,Secrets by The Weekend 
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Business: Finance,,"Finance, Real Estate",53706,38.8707,-106.9809,sausage,dog,Yes,night owl,Maybe,Look after you - The Fray
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Engineering: Mechanical,,,53715,38.9828,-76.8819,basil/spinach,neither,No,night owl,Maybe,The Vampire Masquerade by Peter Gundry
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Engineering: Other,,,53713,43.0663,-89.4049,pepperoni,dog,No,night owl,Yes,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Mechanical,1,1,53711,37,-122,sausage,cat,No,night owl,Yes,For Whom the Bell Tolls by Metallica
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Data Science,,,53706,55.6761,12.5683,sausage,cat,No,no preference,Maybe,Poe Mans Dreams by Kendrick Lamar
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Data Science,,,53703,43,87,sausage,dog,Yes,night owl,Maybe,Better ma. By Pearl jam
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,23,Other (please provide details below).,Information Science,,53703,32.0853,34.7818,pepperoni,dog,No,early bird,No,Funkytown by Lipps
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC001,19,Business: Actuarial,,,53703,48.86,2.35,pepperoni,cat,No,night owl,Yes,imperial - j^p^n
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Data Science,,Statistics,53706,22.3964,114.1095,basil/spinach,neither,No,no preference,Maybe,"""Put Your Records On"" by Corinne Bailey Rae"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Other,Engineering Physics,,53703,44.9204,-93.2802,basil/spinach,dog,Yes,early bird,No,Houdini - Foster the People
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Data Science,,,53703,40.4168,-3.7038,basil/spinach,dog,No,night owl,Yes,19.10 by Childish Gambino
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Data Science,,data science,53703,56,51,mushroom,cat,No,night owl,Maybe,"too many night, metro boomin"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Other (please provide details below).,My major is Economics with Mathematics Emphasis (BS),N/A,53705,51.5074,-0.1278,green pepper,dog,Yes,early bird,Maybe,"English language
+
+Return of the Mack by Mark Morrison
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Engineering: Mechanical,,,53706,45.8,89.7,pepperoni,dog,Yes,night owl,Maybe,Hannukah Song- Adam Sandler
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Business: Other,,,53715,45.9495,-89.151,macaroni/pasta,dog,Yes,early bird,No,More Than a Feeling by Boston
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,57703,74.8,41.33,mushroom,dog,No,night owl,No,Dancing with Myself  by Billy Idol
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53715,29.9511,-90.0715,none (just cheese),cat,No,night owl,No,Shut up and Dance -Walk the moon
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Business: Finance,N/A,Risk Management & Insurance,53711,29.9511,-90.0715,pepperoni,dog,Yes,night owl,Maybe,The jeopardy song
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,43.0389,-87.9065,pepperoni,neither,No,night owl,Yes,"After Last Night by Bruno Mars, Anderson Paak, Silk Sonic "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Other (please provide details below).,Accounting,Information Systems,53703,41.9028,12.4964,mushroom,cat,Yes,early bird,Yes,"Steady Love, Ben Rector"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53726,53.4645,-2.2896,pineapple,cat,Yes,night owl,Yes,"Juke Box Hero 
+
+Foreigner"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,Mathematics ,Data Science ,53715,43.0731,-89.4012,pineapple,dog,Yes,early bird,No,"""The Changing Times"" by Earth, Wind & Fire "
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,23,Engineering: Mechanical,,,53703,40,-76,Other,dog,No,early bird,Maybe,Better Now - Post Malone
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Science: Other,Genetics,N/A,53715,41.8781,-87.6298,Other,dog,No,night owl,Yes,Pursuit of Happiness- Kid Cudi
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Data Science,,Economics,53706,43.0722,89.4008,pepperoni,cat,Yes,night owl,Yes,Caribbean Queen (No More Love On The Run) By Billy Ocean
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Business: Other,,,53706,41.8847,-87.6166,pepperoni,dog,No,night owl,Yes,Overdue (feat. Travis Scott) by Metro Boomin
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Science: Other,Genetics,Certificate: Data Science & Global Health,53715,41.8781,-87.6298,Other,dog,No,night owl,Yes,Pursuit of Happiness- Kid Cudi
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53706,43.0592,141.3555,sausage,dog,No,no preference,Maybe,Top of the World - Carpenters
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Business: Finance,,,53703,43.7696,11.2558,sausage,dog,No,night owl,Yes,Little wing Jimi Hendrix
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,43.2286,-88.1104,pepperoni,dog,Yes,early bird,Yes,"Let's Get It On, Marvin Gaye"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Engineering: Industrial,N/A,Entrepreneurship certificate. ,53715,41,87,pepperoni,dog,Yes,early bird,Maybe,Margaritaville - Jimmy Buffett 
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Data Science,,Possibly business finance ,53706,35.2488,24.9132,pepperoni,dog,Yes,night owl,Maybe,Letter from Houston by Rod Wave 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Engineering: Mechanical,,,53706,43.0731,-89.4012,pepperoni,cat,No,no preference,Maybe,Virtual Insanity - Jamiroquai
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,20,Other (please provide details below).,My major is Information Science.,I'd like to pursue the Data Science Certificate or major as well.,53703,38.1157,13.3615,mushroom,cat,No,early bird,Yes,Snooze by SZA
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Data Science,,,53703,23,114,Other,neither,No,no preference,Maybe,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Engineering: Mechanical,,,53706,43.1101,-87.9074,sausage,dog,No,night owl,Maybe,God's Plan- Drake
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Data Science,,,53705,-19.9173,-43.9346,sausage,dog,Yes,no preference,No,Clube da Esquina 7 - Milton Nascimento
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Data Science,,Journalism,53706,30.3935,-86.4958,macaroni/pasta,dog,Yes,night owl,Maybe,One Man Band by Old Dominion
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Computer Science,,,28431,48.8647,2.349,pineapple,dog,No,night owl,Yes,Here with me by dv4d
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Data Science,,,53703,38.9433,-94.7342,pineapple,cat,No,early bird,Yes,Sun to Me- Zach Bryan
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Engineering: Other,,,53703,40.7608,111.891,pepperoni,dog,Yes,night owl,No,Alors On Danse - Stromae
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Data Science,,,53706,40.7128,-74.006,sausage,dog,No,night owl,Yes,Impossible - Travis Scott
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Mathematics/AMEP,,,53706,64.8367,-147.7389,Other,dog,No,early bird,Yes,Back in Black by AC/DC
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Engineering: Industrial,,,53701,45.1027,-93.4649,sausage,cat,Yes,early bird,Maybe,"I prefer anything country, but my favorite song right now is Life Changes by Thomas Rhett. "
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Biomedical,,,53703,35.2271,-80.8431,pineapple,dog,No,early bird,No,Amazing by Rex Orange County
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Science: Other,I am currently undecided but interested in the STEM and Business fields,,53706,37.3891,-5.9845,basil/spinach,dog,Yes,no preference,Yes,"""If I Can Dream"" by Elvis Presley"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,,Engineering: Mechanical,,,53703,50.0755,14.4378,pepperoni,neither,No,early bird,Maybe,"What You Won't Do For Love by Bobby Caldwell
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Other (please provide details below).,Economics,Data Science,53703,-37.8136,144.9631,pepperoni,dog,Yes,no preference,Maybe,Need to know -John Newman
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Biomedical,BME,N/A,53711,22.54,114,sausage,dog,Yes,no preference,No,A sky full of stars - coldplay
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Engineering: Industrial,,,53706,36.1627,-86.7816,sausage,dog,Yes,night owl,Maybe,Like We Used To by A Rocket To The Moon
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,20,Engineering: Biomedical,,,53719,47.6062,-122.3321,pepperoni,cat,Yes,night owl,Yes,Ex-factor by Lauryn Hill
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Other (please provide details below).,Economics,,53703,53.3501,6.2662,none (just cheese),dog,Yes,night owl,Yes,Heavy Eyes by Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,21,Business: Actuarial,,"Finance, RMI, Economics",53726,42.9765,88.1084,pineapple,dog,Yes,early bird,No,"7 & 7, Turnpike Troubadours"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,22,Other (please provide details below).,Education Studies,Psychology,53703,35.8714,128.6014,pepperoni,cat,No,no preference,Yes,Top of the World - Carpenters
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Other (please provide details below).,Economics,,53706,43,-89,pepperoni,dog,Yes,night owl,Yes,Baby Shark
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Data Science,,Mathematics,53706,37.9659,23.7325,sausage,cat,Yes,night owl,Yes,No Surprises by Radiohead
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,21,Science: Other,environmental sciences,,53703,48.1351,11.582,pepperoni,cat,No,no preference,Maybe,I lived-One Republic
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Data Science,,Mathematics,53715,41.8781,-87.6298,pineapple,dog,No,night owl,No,All My Love by Noah Kahan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,20,Engineering: Biomedical,,,53715,36.16,-86.78,pepperoni,dog,Yes,early bird,No,I Remember Everything by Zach Bryan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,pepperoni,dog,No,early bird,Maybe,Take a Walk by Passion Pit
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Data Science,,CS,53706,26.0745,119.2965,green pepper,cat,Yes,night owl,Yes,We will Rock you
+COMP SCI 319:LEC003,LEC003,27,Other (please provide details below).,Information Science,No,53705,19.7418,-155.8444,none (just cheese),cat,No,no preference,Maybe,Don't look back in anger 
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,53.3456,-6.2559,basil/spinach,dog,Yes,no preference,Yes,"Stick Season, Noah Kahan"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,21,Business: Actuarial,,Risk Management & Insurance,53703,41.3851,2.1734,pepperoni,dog,No,night owl,Maybe,The Other Side of the Door by Taylor Swift
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,22,Science: Physics,,"Mathematics in the Physical and Biological Sciences(BS), Computer Science Certificate ",53703,42.8501,-106.3252,pepperoni,cat,Yes,early bird,Maybe,Dopesmoker - 2022 Remastered Version - Sleep
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC004,20,Other (please provide details below).,Psychology and Spanish,,53701,45.891,-123.9619,basil/spinach,dog,Yes,early bird,Yes,Ella Baila Sola by Peso Pluma
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,My primary field of study is Economics but I am also pursuing a certificate in data science. ,,53703,41.8781,87.6298,pepperoni,dog,No,night owl,Maybe,Hey driver - Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,30.2672,-97.7431,Other,dog,No,no preference,No,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Engineering: Mechanical,,,53703,39.7392,-104.9903,pepperoni,dog,Yes,night owl,Maybe,Nikes on my feet Mac Miller
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Computer Science,,,53703,40.2436,-109.01,pepperoni,dog,No,no preference,Maybe,RAVE RATS VOLUME 1: INTERDIMENSIONAL LIFE by ooxygen
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Business: Information Systems,,,53703,41.8781,-87.6298,basil/spinach,dog,Yes,night owl,Yes,Margaritaville by Jimmy Buffet
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,,Engineering: Mechanical,,,53715,24.4539,54.3773,pepperoni,cat,Yes,early bird,No,IDK
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,21,Engineering: Other,,,53703,48.2082,16.3738,sausage,dog,Yes,night owl,No,Shallow - Lady Gaga
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Business: Information Systems,,BUS: Finance,53706,44.9537,-93.09,sausage,dog,No,night owl,No,"Baby, Justin Bieber"
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,20,Computer Science,,,53703,42.3601,-71.0589,pineapple,dog,No,night owl,Maybe,"Erase Me, Kid Cudi"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,,53715,44.8945,-93.6728,pepperoni,dog,No,night owl,Maybe,Hey Driver- Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53706,47.7502,-90.3356,sausage,dog,No,no preference,Yes,"Fly me to the moon, Frank Sinatra"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Engineering: Industrial,,,53706,59.9139,10.7522,pepperoni,dog,Yes,night owl,Yes,Normal Girl - SZA
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC001,18,Data Science,,,53706,50.0755,14.4378,Other,dog,No,night owl,Yes,Break From Toronto - PARTYNEXTDOOR
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Business: Information Systems,,Accounting,53597,25.7617,-80.1918,pepperoni,cat,No,no preference,Maybe,Graduation - Kanye West
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,39.74,-104.98,mushroom,cat,Yes,night owl,Yes,temperature-sean paul
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Engineering: Biomedical,,,53706,45.4408,12.3155,mushroom,cat,Yes,no preference,No,Santeria by Sublime
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,,53703,45.056,92.8088,basil/spinach,dog,Yes,early bird,No,More Than A Feeling by Boston
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,21,Business: Other,Marketing,,53703,41.4174,2.2122,mushroom,dog,No,early bird,Yes,One of my favorite songs is Pull me out of this by Fred Again
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Computer Science,,,53703,35.6895,139.6917,mushroom,cat,Yes,night owl,Yes,Never gonna give you up -Rick Astley
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,37.4605,-122.1703,sausage,dog,No,no preference,Yes,saturday night
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Business: Information Systems,,Finance,53703,6.5244,3.3792,Other,cat,Yes,early bird,No,The Color Violet - Tory Lanez
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC003,20,Data Science,Comm Arts,no,53703,39.9042,116.4074,pineapple,dog,No,night owl,Maybe,For Tonight --- Giveon
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Industrial,,,53703,39.74,-104.98,mushroom,dog,Yes,night owl,No,"vienna, Billy Joel"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Mechanical,,,53706,49.2764,-0.7056,sausage,dog,Yes,early bird,Maybe,Stairway to Heaven by Led Zeppelin
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Science: Other,economics,DS,53703,31.2304,121.4737,sausage,dog,No,night owl,Yes,“the greatest” Lana Del Rey
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Engineering: Mechanical,,,53706,17.385,78.4867,pepperoni,dog,No,early bird,Maybe,Saint Pablo - Kanye West
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Science: Other,,,53703,44.424,-124.069,basil/spinach,dog,No,night owl,Yes,Waltz No. 2 by Dmitri Shostakovich
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Data Science,,,53715,42.3601,-71.0589,Other,dog,Yes,night owl,Maybe,All Your'n by Tyler Childers
+COMP SCI 319:LEC003,LEC003,,Statistics,,,53715,24.18,102.98,pineapple,neither,Yes,no preference,No, Never gonna give you up
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Engineering: Industrial,,,53703,42.3601,-71.0589,mushroom,dog,No,no preference,Yes,"Heavy Eyes, Zach Bryan
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Science: Biology/Life,,,53703,35.6895,139.6917,none (just cheese),cat,No,night owl,No,Cake by the Ocean by DNCE
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,Economics,Political Science,53715,40.7128,74.006,sausage,dog,No,night owl,Yes,Stacey's Mom
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Data Science,,,53706,22.3312,103.838,pineapple,dog,Yes,no preference,Maybe,"""2 soon"" - keshi"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Computer Science,,Intend to double major in Data Science,53706,41.8844,-87.6191,pineapple,dog,No,night owl,Yes,1998 by Monsune
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Other (please provide details below).,Economics,Data Science Certificate ,53715,40.7128,-74.006,pepperoni,cat,No,night owl,Yes,"It’s all so incredibly loud, Glass Animals"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,dog,No,no preference,Yes,Immortal by 21 Savage
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Data Science,,,53706,41.0082,28.9784,none (just cheese),dog,No,night owl,Yes,Little Dark Age by MGMT
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,20,Computer Science,,,53703,43.0731,-89.4012,pepperoni,dog,Yes,early bird,No,Romeo and Juliet by Peter McPoland
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,20,Data Science,Information Systems,,53706,59.9139,10.7522,Other,dog,No,early bird,Yes,"Deep Down(ft. Never Dull) - Alok
+
+Give it to Me - Timbaland"
+COMP SCI 319:LEC002,LEC001,,Data Science,,,53593,55.9502,-3.1875,pineapple,neither,No,night owl,Maybe,I Will Survive by Gloria Gaynor
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Data Science,,Economics,53703,39.9042,116.4074,pineapple,cat,No,no preference,Yes,LMLY
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Other (please provide details below).,Biochemistry,,53706,51.5099,-0.1278,basil/spinach,dog,Yes,early bird,Yes,Burn Burn Burn by Zach Byran
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,41.8894,12.4924,sausage,dog,No,early bird,Yes,"Houstonfornication, Travis Scott"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Mechanical,,,53703,42.3249,-71.0706,sausage,dog,No,night owl,Maybe,Blood on my jeans - Juice Wrld
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Biomedical,,,53703,18.582,-68.4055,pepperoni,dog,Yes,night owl,No,Rod Wave - Call Your Friends 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Business: Finance,,,53715,41.3851,2.1734,sausage,dog,No,night owl,No,Closer By the Chainsmokers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Science: Other,,,53706,42.3601,-71.0589,Other,dog,No,no preference,No,"Electric Feel, MGMT"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,40.7128,-74.006,none (just cheese),dog,No,night owl,Yes,I dont listen to music
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Business: Actuarial,,Risk Management and Insurance,53703,42.3012,-71.3157,sausage,dog,Yes,night owl,No,Sunday by Earl Sweatshirt
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,22,Data Science,.,.,53706,37.5,127,mushroom,neither,No,early bird,No,snowman - seung hwan jeong
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,43.0731,-89.4012,sausage,cat,No,night owl,Yes,
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Data Science,Economics,Data Science,53706,22.3964,114.1095,none (just cheese),dog,No,night owl,Yes,Black and White by Juice Wrld
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Business: Actuarial,,"Statistics, Risk Management and Insurance, Certificate in Mathematics",53719,43.0731,-89.4012,pepperoni,dog,No,night owl,Yes,"Sovereign Light Cafe, Keane"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC002,20,Computer Science,,,53705,31,-238,pepperoni,dog,No,night owl,Yes,Castle on the Hill - by Ed Sheeran
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53706,37.5665,126.978,pepperoni,neither,No,no preference,No,World to the wise. Matt Corman
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Engineering: Mechanical,N/A,N/A,53715,41.8781,-87.6298,pepperoni,dog,Yes,no preference,Maybe,"STRINGS by MAX, featuring JVKE and Bazzi"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53715,43.0389,-87.9065,sausage,dog,Yes,early bird,Maybe,paranoid- Rio da yung og
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Mechanical,,,53726,41.8614,-87.6114,basil/spinach,dog,Yes,no preference,No,Wildfire by Periphery
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Economics, Data Science,53711,35.7101,139.8107,mushroom,dog,Yes,early bird,Yes,Lemon Tree by the Fools Garden
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC002,21,Engineering: Biomedical,,,53703,38.5385,-75.0617,basil/spinach,cat,Yes,early bird,Maybe,"Be young, be foolish, be happy by The Tams."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Other (please provide details below).,"Still pretty undecided but I am between Computer Science, Data Science, and business. ",,68114,39.7392,-104.9903,pepperoni,dog,No,no preference,Maybe,All Star by Smash Mouth
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,53703,35.5951,-82.5515,pepperoni,dog,Yes,night owl,Yes,Good Days - SZA
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,41.8781,-87.6298,pepperoni,cat,Yes,night owl,Yes,The Adults Are Talking - The Strokes
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53715,22.1565,-100.9855,pepperoni,dog,Yes,early bird,No,FE!N by Travis Scott
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Data Science,,,53706,42.8886,88.0384,green pepper,dog,Yes,night owl,Yes,One of my favorite songs is '98 Braves by Morgan Wallen.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Science: Biology/Life,,,53711,1.2062,103.7959,green pepper,cat,No,early bird,No,Golden Hour by Mark Lee
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,17,Other (please provide details below).,Economics,,53706,51.5074,-0.1278,pepperoni,cat,Yes,night owl,Maybe,A Sky Full Of Stars- Coldplay
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Business: Finance,,Information Systems,53715,42.3601,-71.0589,none (just cheese),dog,Yes,no preference,Maybe,December 1963 (What a Night)
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,21,Science: Biology/Life,,,53706,36.1699,-115.1398,mushroom,dog,No,night owl,Yes,Drive By by Train.
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,44.9105,-93.3487,sausage,dog,No,early bird,No,"Center Point Road by Thomas Rhett, Kelsea Ballerini"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Data Science,,,53706,37.778,-122.42,pepperoni,dog,No,night owl,No,Work Song by Hozier
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Other,Materials Science and Engineering,,53703,51.5074,-0.1278,mushroom,cat,No,early bird,Yes,Good Old-Fashioned Lover Boy - Queen
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,21,Science: Other,Microbiology,,53705,41.8781,-87.6298,pepperoni,cat,No,early bird,No,"So Right, Shaun"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,,Computer Science,,Mathematics,53703,38.707,-9.1356,none (just cheese),dog,No,no preference,Maybe,"Taylor Swift ""Paper Rings"""
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,40.7948,-73.9628,none (just cheese),dog,No,night owl,Yes,sk8er boi - arvil lavinge
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Data Science,Data Science ,Information Science,53706,44.37,-89.81,pepperoni,neither,No,night owl,Yes,How You Like That- Blackpink
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Computer Science,,,53715,43.0731,-89.4012,Other,cat,No,night owl,Yes,Feel Good Inc. by Gorillaz
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC003,20,Data Science,Data Science ,,53711,29.6548,91.1405,pepperoni,dog,No,night owl,Yes,608 by Salt
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Science: Other,Global Health,,53703,41.8781,87.6298,none (just cheese),dog,Yes,early bird,Maybe,Slide by Calvin Harris ft. Frank Ocean & Migos
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Other (please provide details below).,Information Science ,I have two minors; Data Science and Digital Studies ,53703,-87.6298,41.8781,green pepper,cat,No,early bird,Maybe,August by Taylor Swift 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Data Science,,,53703,39.9042,116.4074,none (just cheese),dog,No,early bird,No,If by Bread
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Languages,,,53703,39.74,-105,macaroni/pasta,cat,No,night owl,Yes,Water by Mother Falcon
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Mechanical,,,53715,144,-37,pepperoni,dog,No,no preference,Yes,[Excitable - Def Leppard] (https://www.youtube.com/watch?v=jqVfxWgfWhw)
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,41.3851,2.1734,sausage,dog,No,early bird,Yes,"Memories, by David Guetta."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Engineering: Biomedical,,,53736,41.8781,-87.6298,pineapple,dog,No,night owl,Maybe,softly by clairo 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Engineering: Mechanical,,,53715,59.9139,10.7522,mushroom,cat,Yes,early bird,No,"Perfect places
+
+Artist: Lorde"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Engineering: Mechanical,,,53715,47.0505,8.3053,sausage,dog,Yes,no preference,Yes,"Breathe Deeper, Tame Impala"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Business: Finance,,Information Systems (Business),53703,33.4725,-81.9644,pepperoni,dog,No,night owl,Yes,"Last Train Home, John Mayer."
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,24,Other (please provide details below).,Economics with Mathematical Emphasis ,"Data Science,",53703,42.7165,12.1116,pepperoni,dog,Yes,night owl,Yes,Tiny Dancer by Elton John
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,43.7696,11.2558,pepperoni,dog,No,early bird,No,Pride-Kendrick Lamar
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Business: Other,,,53703,35.6895,139.6917,pineapple,dog,Yes,night owl,Maybe,"Song: Cupid
+
+Artist: FIFTY FIFTY"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Engineering: Industrial,,,53703,41.8781,-87.6298,sausage,dog,No,early bird,No,passionfruit- drake
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53703,39.1031,-84.512,pepperoni,cat,No,early bird,Yes,Call Me Maybe - Carly Rae Jepsen
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Computer Science,,"Data Science
+Game Design certificate",53702,28.7041,77.1025,pepperoni,dog,No,night owl,Yes,Better Now by Post Malone
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Science: Chemistry,,Biochemistry,20016,38.9072,-77.0369,pepperoni,dog,Yes,night owl,Yes,I would rather not answer
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Science: Other,Nutritional Sciences,,53703,41.8781,-87.6298,green pepper,cat,No,early bird,Yes,Sweet Virginia by The Rolling Stones
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53715,25.7575,-80.2515,pepperoni,dog,No,night owl,Yes,Touch the Sky - Kanye West
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Information science,Human development and family studies ,53726,45.4059,-86.9087,pepperoni,dog,No,night owl,Yes,Radio Lana Del Ray 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Data Science,,Mathematics,53706,43.0731,-89.4012,pepperoni,dog,No,night owl,No,"*******************
+Party Rock Anthem, 
+*******************
+
+******
+LMFAO 
+******"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,Pursuing certificate in Data Science. ,53711,35.0116,135.768,mushroom,dog,Yes,night owl,Yes,Nightcall- Kavinsky
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,21,Business: Actuarial,,"Risk Management & Insurance, Finance",53703,37.4467,25.3289,none (just cheese),dog,No,early bird,Maybe,london boy by taylor swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Other (please provide details below).,Economics,Data Science Certificate,53711,40.7131,-74.0072,sausage,dog,Yes,no preference,No,https://www.youtube.com/watch?v=XjN8qEs_K7c&list=PLuVodMYS9xWblpzyNp9CwjERyndPTnCGV&index=6
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53706,44.9232,-93.4853,pepperoni,dog,No,night owl,Yes,Kodachrome- Paul Simon
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Data Science,,,53703,24.4539,54.3773,green pepper,neither,No,night owl,Yes,Kiss The Sky
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Engineering: Mechanical,n/a,n/a,53703,32.7157,-117.1611,pepperoni,dog,Yes,night owl,Maybe,Dancing With Myself by Billy Idol
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,17,Computer Science,,,53706,13.0827,80.2707,pepperoni,dog,No,night owl,No,Starships by Nicki Minaj
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,-,-,53715,44.1782,-88.4772,pepperoni,dog,Yes,night owl,Maybe,Just Wanna Rock - Lil Uzi Vert
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Other (please provide details below).,Economics,Marketing or Mathematics,53706,40,116,pineapple,dog,No,night owl,Maybe,Save Your Tears(Remix) --Ariana Grande& The Weekend
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Science: Biology/Life,,"It's not a secondary major, but I'm completing a certificate in Computer Science.",53562,55.9515,-3.1895,basil/spinach,dog,No,night owl,Yes,"Second Child, Restless Child by The Oh Hellos"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Data Science,,,53597,47.2144,14.7788,Other,cat,No,no preference,Yes,Black Summer - Red Hot Chili Peppers 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Engineering: Industrial,,,53706,24.9905,-77.3897,none (just cheese),dog,No,night owl,Yes,"East Side of Sorrow
+
+Zach Bryan"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Other (please provide details below).,Economics,,53703,42.3601,-71.0589,pepperoni,dog,Yes,night owl,Yes,Life i a Highway - Rascal Flatts
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Data Science,Double majoring in Data Science and Consumer Behavior and Marketplace Studies,Consumer Behavior and Marketplace Studies,53703,35.1796,129.0756,sausage,cat,Yes,night owl,Yes,The Kid Laroi - Always do 
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Statistics,,,53706,37.5519,127.0246,pepperoni,dog,Yes,early bird,Yes,"I have few.
+
+Madvillain : Great Day
+
+Radiohead: Let down
+
+The Strokes: Hard to Explain"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Engineering: Mechanical,,,53703,43.0731,-89.4012,basil/spinach,dog,No,night owl,Yes,Zach Bryan - I remember everything
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Engineering: Industrial,,,53726,40.7128,-74.006,pepperoni,dog,No,night owl,Yes,Bohemian Rhapsody by Queen
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,Engineering: Mechanical,,,53706,43,87,pineapple,dog,Yes,no preference,Yes,Free Bird- Lynyrd Skynyrd
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,41.8781,-87.6298,basil/spinach,dog,Yes,early bird,Yes,"Blue World, Mac Miller "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,Civil Engineering,,53715,44.513,88.013,pepperoni,dog,Yes,night owl,Yes,I Remember You- Skid Row
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,Consumer Behavior and Marketplace Studies,,53726,43.0389,-87.9065,pepperoni,cat,No,night owl,Yes,Supercut by Lorde
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Business: Finance,,,53703,51.5986,-0.0752,sausage,dog,Yes,early bird,Maybe,Today is a Good Day - Ice Cube
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Engineering: Industrial,,,53706,21.593,-158.1034,none (just cheese),dog,No,early bird,Yes,Doses & Mimosas by Cherub
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Mathematics/AMEP,,Data science,53719,-27.4954,-64.8601,basil/spinach,cat,No,early bird,No,Andromeda by Weyes Blood
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Business: Finance,N/A,N/A,53703,41.87,-87.6657,pepperoni,dog,No,no preference,Maybe,The world is yours- Nas
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53711,40.865,-73.4175,macaroni/pasta,dog,No,early bird,Maybe,Piano Man Billy Joel
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Science: Other,Psychology,,53706,22.5429,114.0596,none (just cheese),dog,Yes,no preference,Maybe,Ballad in G minor by Chopin
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Mathematics/AMEP,,,53715,,40.7128,pineapple,cat,No,early bird,Maybe,a little bit yours by jp saxe
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,,Other (please provide details below).,Political Science,,53715,40.7094,-73.8049,pepperoni,dog,No,early bird,No,Deal by Jerry Garcia.
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,"I am a Mechanical Engineer interested in automotive engineering; car design, formula 1 etc.",,53706,45.677,-111.0429,sausage,dog,Yes,night owl,Maybe,"Oklahoma City, Zach Bryan"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,,,53703,42.6507,18.0944,pineapple,dog,No,night owl,Maybe,Sick Love by The Red Hot Chili Peppers
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Biomedical,,,53706,12.9716,77.5946,basil/spinach,dog,No,night owl,Yes,Right Round -  Flo Rida
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Business: Information Systems,,,53715,43.0389,-87.9065,pepperoni,dog,No,night owl,Maybe,Juice World - Wasted
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Science: Other,Economics,,53703,-8.4095,115.1889,Other,dog,No,night owl,No,Sinônimos
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,21,Engineering: Biomedical,,,53703,27.5268,-82.7363,pineapple,dog,No,no preference,Yes,The Last Great American Dynasty by Taylor Swift
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53726,43,-88,pepperoni,dog,No,night owl,Yes,Wonderful World by Sam Cooke
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Psychology ,Data Science Certificate,53703,40.7831,-73.9713,none (just cheese),dog,Yes,early bird,Yes,Doo Wop - Ms. Lauryn Hill
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,n/a,n/a,53703,41.9,-87.63,pepperoni,dog,Yes,early bird,No,Crocs & Wock - Babytron
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Science: Biology/Life,,Psychology,53706,33.198,-96.615,sausage,cat,No,night owl,Maybe,Experience - Ludovico Einaudi
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Statistics,,data science,53706,43.0759,89.3991,mushroom,dog,No,no preference,No,"running up that hill
+
+Kate Bush"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,63105,38.6418,-90.3342,pepperoni,dog,No,night owl,Yes,Ain't No Mountain High Enough by Marvin Gaye and Tammi Terrell.
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,20,Engineering: Mechanical,,,53703,46.0216,-90.135,sausage,dog,No,night owl,Maybe,"Kickstart my heart, Motley Crue"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,22,Science: Chemistry,,,53129,10.7765,106.701,mushroom,cat,No,night owl,No,girls like me don't cry (remix) - thuy ft. MIN
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,25,Other (please provide details below).,Social Work,,53713,46.8537,-91.1071,tater tots,cat,No,no preference,Maybe,Mona Lisa by Dominic Fike
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Data Science,,,53715,48.1934,-0.6643,pepperoni,dog,No,early bird,No,Renegade by Big Red Machine (ft. Taylor Swift)
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Global Health,,53715,13.2263,72.4973,mushroom,dog,Yes,no preference,Yes,Around me - Metro Boomin
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Computer Science,,,53726,41.813,-87.629,pepperoni,dog,No,night owl,Yes,Self Control by Frank Ocean
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Other (please provide details below).,Sociology!,,53703,43.0139,-83.5983,pepperoni,dog,Yes,night owl,Yes,Thneedville by John Powell and Cinco Paul
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,43.1117,-88.5011,pepperoni,dog,No,night owl,Yes,Bucket List by Mitchell Tenpenny
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,,Science: Other,Genetics and genomics ,,53711,42.78,-89.3,pepperoni,dog,No,night owl,Yes,Sunroof- Nicky Youre
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,,Other (please provide details below).,ECONOMIC,,53703,43,-80,none (just cheese),cat,No,night owl,Maybe,WOLVES (Hauzer)
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Other (please provide details below).,Pharmacology & Toxicology,Neurobiology,53706,35.0116,135.768,mushroom,cat,Yes,night owl,Maybe,All In My Head by Whethan
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,,Engineering: Industrial,,,53715,21.3069,-157.8583,tater tots,neither,Yes,early bird,No,Brian's Movie: peach pit
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Business: Information Systems,,Supply Chain Management,53703,44.978,-93.2707,sausage,dog,No,night owl,Yes,"Upside Down, Jack Johnson"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Computer Science,N/A,"Economics, Data Science",53706,33.749,84.388,pineapple,dog,No,no preference,Yes,Ctrl + Del by MegaGoneFree
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Biomedical,,,53706,41.8781,-87.6298,sausage,dog,Yes,night owl,Maybe,Entropy by Daniel Caesar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Engineering: Mechanical,,"electrical engineering
+
+ ",53706,23.9314,120.5641,sausage,neither,Yes,early bird,Yes,"There is a light that never goes out, the Smiths"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics,Data Science,53715,45.4343,12.3388,pepperoni,cat,No,night owl,No,Teenagers by My Chemical Romance
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,57303,38.8339,-104.8214,pepperoni,dog,No,night owl,Yes,Run-Around by Blue Traveler
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Computer Science,,"Statistics, Data Science Certificate, Mathematics Certificate",53715,41.8781,-87.6298,Other,dog,Yes,early bird,Maybe,"FE!N
+
+Travis Scott, Playboi Carti"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Engineering: Industrial,,,53706,47.6062,-122.3321,sausage,dog,No,no preference,Maybe,Sunday Bloody Sunday - U2
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,21,Science: Biology/Life,,,53715,46.7867,92.1005,basil/spinach,dog,Yes,night owl,No,"Santeria, Sublime"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,,Data Science,,Economics,53715,34.0522,-118.2437,sausage,neither,Yes,no preference,Maybe,My favorite one will be The tale of 2 Citiez by J Cole
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Engineering: Other,,International Engineering,53703,40.4168,-3.7038,pepperoni,dog,No,night owl,No,"El Dorado - Zach Bryan
+
+Scenes from an Italian restaurant - Billy Joel
+
+Wouldve could’ve should’ve - Taylor swift"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Engineering: Mechanical,,,53715,48.1351,11.582,sausage,dog,No,no preference,Maybe,In Your Atmosphere (live) - John Mayer 
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,42.3601,-71.0589,macaroni/pasta,cat,Yes,night owl,Yes,Colder weather- Zac brown band 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Data Science,no,Spanish,53706,45.4408,12.3155,pineapple,dog,No,early bird,No,August - Taylor Swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Other (please provide details below).,Communication Arts,Sports Communication Certificate,53703,44.2947,90.8515,pineapple,dog,No,night owl,No,Simulation Swarm - Big Thief
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Science: Physics,,Mathematics,53706,46.2044,6.1432,sausage,dog,Yes,early bird,Yes,The Color Violet - Tory Lanez
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,43.0731,-89.4012,none (just cheese),dog,Yes,no preference,Yes,Starboy - Weeknd
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Other,Chemical engineering,,53706,34.3416,108.9398,pepperoni,cat,No,night owl,Yes,You Belong With Me - Taylor Swift
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC001,18,Engineering: Mechanical,,,53706,43.0597,-88.0269,pineapple,dog,No,no preference,Yes,AA-Isaiah Rashad
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Mechanical,,,53715,41.8781,-87.6298,pepperoni,dog,No,no preference,Maybe,"Margaritaville, Jimmy Buffett"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Other (please provide details below).,Atmospheric and Oceanic science ,Does ROTC count?,53706,47.8864,106.9057,mushroom,dog,Yes,early bird,Yes,"I have a lot lol
+
+Water no get enemy-Fela Kuti is probably my favorite 
+
+I also love 70s rock if you want to talk about bands from then, a little from the 80s "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Data Science,,Personal Finance,53703,51.5074,-0.1278,sausage,dog,No,night owl,Yes,White Iverson - Post Malone
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,53726,43,-89,pineapple,dog,No,early bird,No,Pretty much anything by Led Zeppelin
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Business: Information Systems,N/A,N/A,53713,37.7749,-122.4194,sausage,dog,No,night owl,Yes,GEEKALEEK by OHGEESY
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Business: Finance,,,53703,40.788,-74.3921,sausage,dog,No,early bird,No,"i know you hate me, midwxst"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Data Science,,Political science ,53715,40.7128,-74.006,basil/spinach,dog,Yes,early bird,No,Slide Away by Oasis
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Data Science,,,53706,41.9028,12.4964,pepperoni,dog,Yes,night owl,Yes,Headlines by Drake
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,43.7696,11.2558,macaroni/pasta,dog,No,no preference,Yes,I Remember Everything by Zach Bryan
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Mathematics/AMEP,,computer science,53703,31,121,mushroom,dog,No,night owl,No,lemon tree 
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Business: Finance,,,53703,43.4796,-110.7624,mushroom,dog,Yes,night owl,Yes,shout Pt. 1 and 2 - the isley brothers 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Mathematics/AMEP,,Data Science,53703,39.1031,-84.512,Other,dog,Yes,no preference,Maybe,
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Computer Science,,Data Science,53703,41.8781,-87.6298,pepperoni,dog,No,night owl,Maybe,Cupid by Fifty Fifty
+COMP SCI 319:LEC002,LEC002,25,Business: Other,Business Analytics,None,53705,15.2993,74.124,tater tots,dog,No,early bird,No,Shake it off - By Taylor Swift
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,47.8112,13.055,macaroni/pasta,dog,Yes,night owl,Yes,Flashing Lights by Kanye West
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,22,Statistics,,,53703,37.535,126.99,mushroom,dog,Yes,no preference,Yes,Ghost of you by 5SOS
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,21,Business: Other,,,53703,50.0755,14.4378,Other,dog,Yes,night owl,Yes,Dark Horse. Katy Perry
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Data Science,,,53703,40.6782,-73.9442,pepperoni,dog,Yes,night owl,No,Shiver - Coldplay 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Engineering: Industrial,,,53706,41.9028,12.4964,basil/spinach,dog,No,night owl,Yes,Can't Tell Me Nothing by Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Other (please provide details below).,Economics,,53703,41.8781,-87.6298,pepperoni,cat,No,early bird,No,Too many nights- Metro Boomin 
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Econ BS,Certificates in DS & Consulting,53703,41.8781,-87.6298,basil/spinach,dog,No,night owl,Maybe,Shiver-Coldplay
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,21,Engineering: Biomedical,,,53726,45.17,-93.87,pepperoni,dog,No,night owl,Yes,Eye of the Tiger by Survivor
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53715,-33.8688,151.2093,pepperoni,dog,No,night owl,Maybe,Read My Mind by the Killers
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Engineering: Biomedical,,Computer science or data science,53706,40.7128,-74.006,basil/spinach,dog,No,early bird,Yes,any taylor swift
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Data Science,,,53703,37.5665,126.978,sausage,cat,Yes,night owl,Yes,
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Economics,,53703,34.4208,-119.6982,pepperoni,dog,No,early bird,No,Chicken Fried-Zac Brown Band
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Science: Biology/Life,biochemistry,certificate of data science,53711,31.23,121.47,sausage,dog,No,night owl,No," 
+
+Taylor Swift
+
+Love Story"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Data Science,,Econ,53715,42.3601,-71.0589,sausage,dog,No,night owl,No,Let it Happen Tame Impala
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,21,Other (please provide details below).,Economics,Certificate in Data Science,53703,47.6062,122.3321,pepperoni,dog,No,no preference,Yes,Elton John- Funeral for a Friend/Love Lies Bleeding
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,21,Data Science,,,53715,43.215,-87.9955,Other,dog,Yes,night owl,Yes,
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Business: Information Systems,,"Risk Management and Insurance, Legal Studies",53715,41.8781,-87.6298,mushroom,cat,No,night owl,Yes,"All too Well, Taylor Swift"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Mathematics/AMEP,I'm a double-major in Math and Computer Science. ,I'm a double-major in Math and Computer Science. ,53706,43.073,-89.401,pepperoni,dog,Yes,no preference,Yes,Listen to the Music: The Doobie Brothers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Engineering: Mechanical,,,53707,43.0779,-89.3902,pepperoni,dog,No,early bird,No,"Revival, Zach bryan "
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Data Science,,Economics Major/ Data Science Minor,53703,41.2959,73.7933,none (just cheese),dog,Yes,night owl,Maybe,Sky Full of Stars- Coldplay
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Business: Information Systems,,Business: Finance,53715,39.7392,-104.9903,sausage,cat,No,night owl,Yes,Lose My Mind - Jai Wolf
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Business: Finance,,Econ,53715,21.1619,-86.8515,pepperoni,cat,No,night owl,Maybe,Just the two of us - Washington Jr.
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53703,45.1865,-87.1239,pepperoni,dog,No,no preference,No,Hey Driver- Zach Bryan
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,18,Computer Science,,,53706,36.2048,138.2529,pineapple,dog,Yes,night owl,Maybe,Pretender by OFFICIAL HIGE DANDISM
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,20,Business: Information Systems,,,53598,43.0731,-89.4012,pepperoni,dog,Yes,night owl,Yes,Holiday - Green Day
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,22,Engineering: Other,NA,NA,53703,41.8781,-87.6298,mushroom,cat,Yes,night owl,Maybe,Dancing Queen by ABBA
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Data Science,,,53715,43.7696,11.2558,pepperoni,dog,No,early bird,Maybe,Last Nite-Strokes
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,18,Engineering: Industrial,,,53706,35.6895,139.6917,pepperoni,neither,Yes,early bird,Maybe,"It will Rain - Bruno Mars
+
+Blank Space - Taylor Swift
+
+Right There - Ariana Grande 
+
+Stuck with U - Ariana Grande & Justin Bieber "
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Business: Finance,,,53706,37.9753,23.7361,none (just cheese),dog,No,night owl,Maybe,"Homecoming, Kanye West"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Other (please provide details below).,Economics with certificate in data science ,,53715,45.4408,12.3155,Other,dog,No,early bird,No,Chris Stapleton White Horse
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53703,42.4173,27.6964,sausage,cat,No,no preference,Yes,S91 by Karol G
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Industrial,,,53703,38.288,-85.67,none (just cheese),dog,Yes,night owl,Yes,"Waiting on the world to change, John Mayer"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Business: Information Systems,-,Considering another business major as well as a language certificate,53706,44.3289,-88.5391,pepperoni,dog,No,night owl,Maybe,Surf - Mac Miller
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Engineering: Mechanical,,,53706,43.4782,-110.7627,sausage,dog,Yes,no preference,Yes,Something in the Orange - Zach Bryan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,17,Data Science,,,53706,55.9533,3.1883,sausage,dog,Yes,early bird,Yes,Build Me Up Buttercup by The Foundations
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,35.6528,139.8395,pepperoni,dog,No,night owl,Maybe,"For my hand, Burna Boy feat. Ed Sheeran "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Other (please provide details below).,Economics,,53703,40.4406,-79.9959,sausage,dog,Yes,early bird,Maybe,Take Me Home Country Roads - John Denver
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,22,Science: Biology/Life,,"Data Science, Global Health ",53726,44.9765,-93.2652,pepperoni,dog,Yes,night owl,No,Where The Streets Have No Name - U2
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Other (please provide details below).,I intend to pursue a double major with Neurobiology and Data Science.,-,53706,25.1972,55.2744,mushroom,cat,No,no preference,Yes,Crazy by Aerosmith
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,18,Business: Actuarial,,Data science,53706,40.7128,-74.006,basil/spinach,cat,No,early bird,No,Timeless by Taylor Swift
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Science: Biology/Life,N/a,Certificate in Data Science,53715,43.0739,-89.3852,pineapple,dog,No,night owl,Yes,Hold on We're Going Home by Drake
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Industrial,,,53703,41.3894,2.1588,macaroni/pasta,dog,Yes,no preference,No,"Brazil- Declan Mckenna
+
+British Bombs- Declan McKenna"
+COMP SCI 319:LEC001,LEC001,26,Science: Other,,,53560,55.8931,-3.0666,pepperoni,dog,No,night owl,No,I'm Gonna Be (500 Miles) by the Proclaimers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Other (please provide details below).,GIS/Cartography,"Political Science, Data Science",35715,-88.99,45.1686,pepperoni,dog,Yes,early bird,Yes,With Arms Wide Open - Creed
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Other (please provide details below).,"My primary major is Economics.
+
+ ",and my second major is Data Science.,53715,17.385,78.4867,mushroom,dog,No,no preference,Yes,"Say you won't let go- James Arthur
+
+GASOLINA- Daddy Yankee"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Mathematics/AMEP,,,53705,1.3521,103.8198,Other,cat,No,no preference,Yes,"Held Up in New York City - Mia Lailani, Devan Ibiza"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Business: Actuarial,,Risk management,53706,39.1333,117.1833,mushroom,cat,No,night owl,Yes,"One of my favorite songs is ""Maroon .45"" by ME3CH."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Other (please provide details below).,economics,statistics,53706,39.9042,116.4074,mushroom,neither,Yes,night owl,Yes,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,22,Science: Biology/Life,,,53703,50.0755,14.4378,sausage,dog,Yes,early bird,No,Hundred by Khalid 
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53706,37.5665,126.978,sausage,dog,No,early bird,Maybe,Don't look back in anger- Oasis
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Data Science,,Economics,53703,87.6298,41.8781,sausage,dog,No,early bird,Yes,"Franklins Tower, Dead and Company 7/14/2018"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Mechanical,,,53715,43.0731,-89.4012,pineapple,dog,Yes,night owl,Maybe,PRIDE. by Kendrick Lamar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,21,Data Science,,,53711,44.5133,-88.0158,sausage,dog,Yes,early bird,No,When the Levee Breaks - Led Zeppelin
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,20,Computer Science,,,53703,43.771,11.2486,pepperoni,dog,Yes,early bird,Yes,Paranoid - Black Sabbath
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Other (please provide details below).,Business: Information Systems & Data Science Double Major,N/A,53706,44.5133,-88.0133,sausage,dog,No,early bird,Maybe,Another is Waiting - The Avett Brothers
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Business: Finance,,,53703,41.8781,87.6298,pepperoni,dog,No,night owl,Maybe,rich spirit by Kendrick Lamar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,,Computer Science,,,53705,55.6761,12.5683,pepperoni,dog,No,night owl,Yes,Drunk in the morning - Lukas Graham
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,20,Computer Science,,,53703,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Someday - The Strokes
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Science: Biology/Life,,,53706,32.22,-80.75,pepperoni,dog,Yes,no preference,Maybe,Homegrown by Zac Brown Band
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,41.8781,87.6298,Other,dog,Yes,early bird,Yes,Constellations - Jack Johnson
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,53706,34.0549,118.2426,sausage,dog,Yes,night owl,Yes,"Come On Eileen 
+
+By Dexys Midnight Runners "
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,40.7128,74.006,pepperoni,cat,Yes,early bird,Yes,Free Bird - Lynyrd Skynyrd
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53703,40.416,-3.703,pepperoni,dog,Yes,no preference,Maybe,"come as you are, nirvana"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Clarity by Zedd 
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics Major ,Data Science Certificate or Minor,53706,22.3964,114.1095,sausage,dog,Yes,night owl,Maybe,The Less I know The Better - Tame Impala
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Engineering: Mechanical,,,53715,44.9778,-93.265,pineapple,dog,Yes,early bird,No,Superposition Daniel Caesar
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Science: Chemistry,,,53706,41.3851,2.1734,basil/spinach,dog,Yes,early bird,No,Don't Stop Believing by Journey 
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,59.9115,10.7579,pepperoni,dog,Yes,no preference,Maybe,Apologize - OneRepublic
+COMP SCI 319:LEC001,LEC001,23,Science: Other,,,53726,43.0389,-87.9065,sausage,dog,No,early bird,Yes,Homesick - Noah Kahan
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Science: Biology/Life,,,53706,46.7867,92.1005,pineapple,cat,Yes,early bird,Yes,Birdhouse In Your Soul (They Might Be Giants)
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53703,44,-94,pineapple,dog,Yes,early bird,Maybe,Rick Astley- Never Gonna Give You Up
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,21,Data Science,,,53705,65.6466,-21.643,macaroni/pasta,cat,Yes,no preference,No,Choose Life by Poorstacy
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,19,Computer Science,,,53706,40.7128,-74.006,pineapple,cat,No,early bird,No,Love Story- Taylor Swift
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Mathematics/AMEP,,,53703,,,pepperoni,neither,No,night owl,Yes,"雪distance - Capper
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,17,Data Science,,,53706,51.7692,19.4018,basil/spinach,cat,Yes,night owl,Maybe,Eventually by Tame Impala
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,17,Data Science,,,53706,48.857,2.352,none (just cheese),dog,Yes,night owl,No,Clean by Taylor Swift
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,My primary major is economics and I will major in Business (Actuarial Science or Accounting).,"As a secondary major, I have an interest in Data Science.",53703,36,127.7,Other,dog,Yes,night owl,Yes,"Vancouver - BIG Naughty
+
+ "
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,37.9598,-104.8202,mushroom,dog,Yes,night owl,Maybe,Hotel California by the Eagles
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Data Science,,,53706,40.628,14.485,sausage,dog,No,night owl,Yes,No More by Jazzmeia Horn
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Data Science,,,53706,43.4203,-88.1865,none (just cheese),dog,No,early bird,Yes,Style - Taylor Swift
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,21,Computer Science,,,53703,40.7128,-74.006,mushroom,cat,Yes,night owl,Maybe,"Welcome to New York, Taylor Swift"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,25.2048,55.2708,pineapple,cat,No,night owl,Yes,90210 - Travis Scott
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Science: Biology/Life,,,53706,39.6636,105.8792,basil/spinach,dog,Yes,early bird,No,We'll All Be Here Forever by Noah Kahan
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC001,18,Engineering: Mechanical,,,53706,44.5937,-93.4329,pepperoni,dog,No,no preference,Yes,One Beer - MF DOOM
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,"I'm a Dairy Science major, but am pursuing a Data Science certificate.",,53726,42.36,71.1,sausage,dog,No,night owl,Yes,Secrets by One Republic
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Business: Finance,,Information systems  ,53706,3.139,101.6869,none (just cheese),cat,No,no preference,Yes,"Knocking on Heavens Door, Guns n roses"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53703,,,pepperoni,dog,No,early bird,Maybe,This Town's Been Too Good To Us by Dylan Scott
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,19,Engineering: Other,,,53706,44.9608,-89.6302,none (just cheese),dog,Yes,night owl,No,Need a Favor - Jelly Roll
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,21,Engineering: Biomedical,,,53703,32.7765,-79.9311,pepperoni,cat,No,no preference,No,Revival - Zach Bryan
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,53706,38.9072,-77.0369,sausage,dog,No,night owl,Yes,White Lies- Max Frost
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Other (please provide details below).,Education Studies,,53703,30.5728,104.0668,mushroom,cat,No,no preference,Maybe,Hindenburg lover-Anson Seabra
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,21,Statistics,,,53715,30,20,pineapple,cat,No,night owl,Yes,hello from adele
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Mechanical,,,53706,44.3009,-90.9505,none (just cheese),cat,Yes,early bird,No,"All along the watchtower, Jimi Hendrix"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC005,18,Engineering: Industrial,,,53706,30.3539,97.7702,sausage,cat,Yes,early bird,Maybe,Pink + White by Frank Ocean
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,40.4855,-106.8336,pineapple,neither,No,night owl,Maybe,"Viva La Vida - Coldplay
+
+ 
+
+ "
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,"Economics, English",53706,60.3913,5.3221,sausage,dog,Yes,no preference,Yes,Before the Sun - Greg alan isakov
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53703,40.7128,-74.006,basil/spinach,cat,No,early bird,Yes,"Moonlight on The River, Mac Demarco"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,Engineering: Biological Systems ,,53703,43.0731,-89.4012,pineapple,dog,Yes,early bird,No,Fast Car by Luke Combs
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Data Science,,,53706,25.7617,-80.1918,pepperoni,dog,Yes,night owl,Yes,Favorite Song Toosii
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,32,Other (please provide details below).,Consumer Behavior and Marketplace Studies,"Digital Studies, Business Cert for non-business majors",53719,23.1136,-82.3666,Other,dog,No,no preference,Yes,Arctic Monkey’s - Do I wanna Know ( Dua Lipa Cover) 
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC003,,Engineering: Industrial,,,53703,36.058,103.79,pineapple,cat,No,night owl,No,<<Love Story>>; Taylor Swift; 
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics,Spanish,53703,37.3891,-5.9845,basil/spinach,cat,Yes,early bird,No,Everybody wants to rule the world by Tears for fears
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Mechanical,,,53715,38.6973,-9.4218,pepperoni,dog,No,night owl,Yes,Go Your Own Way - Fleetwood Mac
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,n/a,n/a,53706,42.1491,-84.0202,sausage,dog,Yes,night owl,Yes,TNT by AC DC
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Biomedical,,,53703,35.6895,35.6895,mushroom,dog,No,night owl,Yes,Threat to Joy- Strokes
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,17,Data Science,,I am double majoring in data science and economics.,53706,41.7851,-88.2471,basil/spinach,dog,No,night owl,Yes,Back to December by Taylor Swift
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Science: Biology/Life,,,53706,44.98,93.27,sausage,cat,Yes,night owl,Yes,Fade Into You - Mazzy Star
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53590,47.9972,7.8538,pepperoni,dog,No,early bird,Maybe,Bohemian Rhapsody - Queen
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Engineering: Biomedical,,,53706,41.9,12.5,Other,neither,Yes,night owl,Maybe,Getaway car
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Engineering: Mechanical,,,53706,45.61,-94.21,basil/spinach,dog,Yes,no preference,No,Everybody Wants to Rule the World - Tears For Fears
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,,Engineering: Mechanical,,,53703,40.4168,3.7038,pepperoni,cat,No,early bird,No,One of then is Find Your Flame by SEGA
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Data Science,,,53706,35.6895,139.6917,pepperoni,dog,Yes,night owl,Yes,Hotel California - Eagles
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Data Science,,Spanish,53706,46.7828,-92.1055,none (just cheese),dog,Yes,early bird,Yes,Stacy's Mom
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53703,40.7128,-74.006,mushroom,dog,Yes,early bird,No,All my love - Noah Kahan
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Engineering: Industrial,,,53706,32.8262,-117.2642,pineapple,dog,No,night owl,Maybe,"Down Low, Dombresky"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,Undecided ,,53706,64.1472,-21.9424,pepperoni,dog,Yes,no preference,Maybe,i by Kendrick Lamar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Other (please provide details below).,Economics w data science certificate,,53703,40.7306,-73.9352,pepperoni,dog,Yes,night owl,Yes,Schizo - Travis Scott & Young Thug
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Business: Other,Management & Human Resources,Data Science,53706,10.8231,106.6297,mushroom,dog,No,night owl,Maybe,Flowers - Miley Cyrus
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Computer Science,,,53534,43.0739,-89.3852,sausage,dog,No,no preference,Yes,All I wanna do-Jay Park
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,41.8781,-87.6298,Other,dog,Yes,no preference,Yes,surf - mac miller
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Mechanical,,,53715,23.7142,-166.205,pepperoni,dog,No,night owl,Maybe,Somthing in the Orange (Zack Bryan)
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,N/A,53706,40.5509,14.2429,pepperoni,cat,No,early bird,Yes,"Any Taylor Swift Song, one including Fearless"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Engineering: Mechanical,,,53562,19.0533,-104.3161,macaroni/pasta,dog,No,early bird,Yes,Escape (The Pina Colada Song) - Rupert Holmes
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,43.0731,-89.4012,pineapple,cat,Yes,night owl,Yes,Anything by Taylor Swift (must be Taylor's Version if the album is available) 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Engineering: Industrial,,Data Science ,55424,21.1743,-86.8466,pineapple,dog,Yes,no preference,Maybe,Some nights - fun.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Other (please provide details below).,I am a sociology major.,A few minors but no other majors at this point. ,53726,43,-88,green pepper,dog,Yes,night owl,Yes,Natural Mystic - Bob Marley
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Engineering: Industrial,,,53705,34.6819,112.4681,green pepper,neither,No,night owl,Yes,"Komm, süßer Tod (come on sweet death)"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Data Science,,,53706,-22.9068,43.1729,Other,dog,Yes,night owl,Yes,Red Red Wine by UB40
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,21,Engineering: Mechanical,,,53711,44.9932,-93.5635,sausage,dog,Yes,night owl,Yes,Chan Chan; Bueno Vista Social Club 
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,economics,political science,53715,41.9,12.5,basil/spinach,cat,No,early bird,No,sundress Asap Rocky
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Computer Science,,Mathematics,53703,,,pineapple,cat,No,night owl,Maybe,"Blinding Lights, The Weeknd "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,,Science: Biology/Life,,,53706,23.0033,120.2588,none (just cheese),dog,No,no preference,Yes,It's a Kind of Magic - Queen
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,20,Data Science,,,53706,34.4208,-119.6982,pineapple,dog,No,early bird,Yes,Cigarette Daydreams by Cage the Elephant
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,pepperoni,dog,No,night owl,Yes,Can't Tell Me Nothing - Kanye West 
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Other (please provide details below).,Political Science,data science,53706,39.2783,-74.5755,sausage,dog,No,night owl,Yes,Goodmorning by bleachers
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC001,19,Other (please provide details below).,A double major in Data Science and Economics,,53706,39.0742,21.8243,sausage,dog,No,no preference,Yes,New Romantics - Taylor Swift
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Engineering: Mechanical,,,53715,39.9527,-75.164,sausage,dog,Yes,early bird,Yes,Golden Hour- jVke
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Data Science,,I am also planning to major in Business Management.,53706,35.6528,139.8395,pepperoni,dog,No,night owl,Maybe,"I do not really have a specific favorite song, but my all-time favorite genres are rocks with bands like Queens, The White Stripes, Linkin Park,...But mostly I listen to unlyrical songs like phonk and lofi depending on the mood. "
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,21,Science: Physics,,,53726,43.0731,-89.4012,green pepper,cat,No,night owl,No,Gymnopedie No. 1 - Eric Satie
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,39.6003,-105.9831,sausage,dog,No,night owl,Yes,Istanbul (Not Constantinople)
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Industrial,,,53715,19.7193,-156.0013,pepperoni,dog,No,night owl,Yes,Cuccurucucù by Franco Battiato
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Other (please provide details below).,Economics,Possibly mathematics,53706,42.3601,-71.0589,macaroni/pasta,dog,No,night owl,Yes,Castle on the Hill by Ed Sheeran
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,19,Other (please provide details below).,Information Science ,Political Science,53715,41.8781,-87.6298,pepperoni,cat,Yes,early bird,No,Both - Tiesto & BIA 
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,Communication,,53715,45.0557,-92.8101,basil/spinach,dog,No,no preference,Maybe,"Meet me in the morning, Bob Dylan"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Computer Science,,,53706,35.6067,-220.2139,pepperoni,cat,No,night owl,Yes,24k magic- Bruno Mars
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Statistics,,,53703,-36.8485,174.7633,pepperoni,cat,No,night owl,Yes,Eastside Banny Blanco
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Business: Actuarial,,,53703,-33.8688,151.2093,pepperoni,dog,Yes,night owl,Yes,I Remember Everything by Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC005,18,Data Science,,,53703,40.7128,74.006,none (just cheese),dog,No,night owl,Yes,Revival by Zach Bryan
+COMP SCI 319:LEC002,LEC002,30,Science: Other,Geoscience,,53703,-63.9755,-57.9712,basil/spinach,dog,Yes,early bird,Yes,Un Dia - Juana Molina
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Engineering: Mechanical,na,na,53704,,,sausage,cat,No,early bird,Maybe,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Engineering: Mechanical,,,53706,43.0731,-89.4012,pepperoni,cat,No,night owl,Yes,No Plan By Hozier
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,23,Computer Science,,,53705,30.2741,120.1551,macaroni/pasta,neither,Yes,no preference,No,soaring-TomLeevis
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53726,18.15,-65.8,sausage,dog,Yes,night owl,Maybe,Its all coming back to me now by Celine Dion
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Science: Biology/Life,,,53715,39.9042,116.4074,sausage,cat,No,night owl,Maybe,"[米津玄師 - アンビリーバーズ , Kenshi Yonezu - Unbelivers] (https://www.youtube.com/watch?v=naJcqMBbAn4)"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Statistics,,mathematics ,53706,35.86,104.2,sausage,cat,No,no preference,Maybe,Lemon Tree by Fools Garden
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,Mathematics,53706,41.8781,-87.6298,pepperoni,cat,No,no preference,Yes,Kon Queso by MF DOOM
+COMP SCI 319:LEC001,LEC001,22,Computer Science,,,53703,45.576,13.8475,pepperoni,dog,No,early bird,No,i dont know
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,53706,35.6895,139.6917,pepperoni,dog,Yes,early bird,Yes,Levels - Sidhu Moosewala
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53703,29.6548,91.1405,green pepper,cat,Yes,early bird,No,Perfect by Ed Sheeran 
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Economics,,53715,64.1472,-21.9424,Other,cat,No,no preference,Maybe,
diff --git a/s24/AmFam_Ashwin/16_List_Practice/Lec_16_List_Practice_Worksheet.ipynb b/s24/AmFam_Ashwin/16_List_Practice/Lec_16_List_Practice_Worksheet.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..02f183a1671eae75102f9ce6e96f2b9fad2bacfd
--- /dev/null
+++ b/s24/AmFam_Ashwin/16_List_Practice/Lec_16_List_Practice_Worksheet.ipynb
@@ -0,0 +1,261 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Lecture 16 Worksheet Solutions\n",
+    "\n",
+    "You should do the worksheet by hand, then check your work."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Problem 1:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "nums = [100, 2, 3, 40, 99]\n",
+    "words = [\"three\", \"two\", \"one\"]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Solutions:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "99\n",
+      "[2, 3]\n",
+      "two\n",
+      "w\n",
+      "www\n",
+      "\n",
+      "1\n",
+      "2\n",
+      "[100, 'three']\n",
+      "three,two,one\n",
+      "e,t\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(nums[-1])\n",
+    "print(nums[1:3])\n",
+    "print(words[1])\n",
+    "print(words[1][1])\n",
+    "print(words[1][-2] * nums[2])\n",
+    "print()\n",
+    "print(words.index(\"two\"))\n",
+    "print(nums[words.index(\"two\")])\n",
+    "print(nums[:1] + words[:1])\n",
+    "print(\",\".join(words))\n",
+    "print((\",\".join(words))[4:7])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Problem 2:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "rows = [[\"x\", \"y\",\"name\"], [3,4,\"Alice\"], [9,1,\"Bob\"], [-3,4,\"Cindy\"]]\n",
+    "header = rows[0]\n",
+    "data = rows[1:]\n",
+    "X = 0\n",
+    "Y = 1\n",
+    "NAME = 2"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Solutions:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "4\n",
+      "3\n",
+      "3\n",
+      "Alice\n",
+      "Bob\n",
+      "\n",
+      "2\n",
+      "Cindy\n",
+      "3.0\n",
+      "5.0\n",
+      "Alice\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(len(rows))\n",
+    "print(len(data))\n",
+    "print(len(header))\n",
+    "print(rows[1][-1])\n",
+    "print(data[1][-1])\n",
+    "print()\n",
+    "print(header.index(\"name\"))\n",
+    "print(data[-1][header.index(\"name\")])\n",
+    "print((data[0][X] + data[1][X] + data[2][X]) / 3)\n",
+    "print((data[-1][X] ** 2 + data[-1][Y] ** 2) ** 0.5)\n",
+    "print(min(data[0][NAME], data[1][NAME], data[2][NAME]))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Problem 3:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "rows = [ [\"Food Science\", \"24000\", \"0.049188446\", \"62000\"],\n",
+    "         [\"CS\", \"783000\", \"0.049518657\", \"78000\"],\n",
+    "         [\"Microbiology\", \"70000\", \"0.050880749\", \"60000\"],\n",
+    "         [\"Math\", \"433000\", \"0.05293608\", \"66000\"] ]\n",
+    "hd = [\"major\", \"students\", \"unemployed\", \"salary\"]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Solutions:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "CS\n",
+      "433000\n",
+      "True\n",
+      "2400070000\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(rows[1][0])\n",
+    "print(rows[3][hd.index(\"students\")])\n",
+    "print(len(hd) == len(rows[1]))\n",
+    "print(rows[0][1] + rows[2][1])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Problem 4:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "rows = [ [\"city\", \"state\", \"y14\", \"y15\"],\n",
+    "         [\"Chicago\", \"Illinois\", \"411\", \"478\"],\n",
+    "         [\"Milwaukee\", \"Wisconsin\", \"90\", \"145\"],\n",
+    "         [\"Detroit\", \"Michigan\", \"298\", \"295\"] ]\n",
+    "hd = rows[0]\n",
+    "rows = rows[1:]  # this removes the header and stores the result in rows"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Solutions:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Chicago\n",
+      "411\n",
+      "False\n",
+      "Detroit, Michigan\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(rows[0][hd.index(\"city\")])\n",
+    "print(rows[0][hd.index(\"y14\")])\n",
+    "print(rows[2][hd.index(\"y14\")] < rows[2][hd.index(\"y15\")])\n",
+    "print(\", \".join(rows[-1][:2]))"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/Lec_16_List_Practice_Solution.ipynb b/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/Lec_16_List_Practice_Solution.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..591b5912b2f7f16de131e14668dbc27c8825b68c
--- /dev/null
+++ b/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/Lec_16_List_Practice_Solution.ipynb	
@@ -0,0 +1,839 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Lists Practice"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 0: Hotkeys\n",
+    "\n",
+    "We move quickly, it's good to know some hotkeys!\n",
+    "\n",
+    "#### All-around good-to-knows...\n",
+    "* `Ctrl`+`A`: Select all the text in a cell.\n",
+    "* `Ctrl`+`C`: Copy selected text.\n",
+    "* `Ctrl`+`X`: Cut selected text.\n",
+    "* `Ctrl`+`V`: Paste text from clipboard.\n",
+    "* `Ctrl`+`S`: Save.\n",
+    "\n",
+    "#### Jupyter-specific good-to-knows...\n",
+    "* `Ctrl`+`Enter` or `Shift`+`Enter`: Run Cell\n",
+    "* `Ctrl`+`/`: Comment/uncomment sections of code.\n",
+    "* `Esc` -> `Shift`+`L`: Toggle line numbers.\n",
+    "* Select text -> `Tab`: Add extra level of indent.\n",
+    "* Select text -> `Shift`+`Tab`: Remove level of indent."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1: Create an empty list and add elements to it"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[]\n",
+      "['study', 'hike', 'golf']\n"
+     ]
+    }
+   ],
+   "source": [
+    "weekend_plans = []  # I have no weekend plans :(\n",
+    "print(weekend_plans)\n",
+    "\n",
+    "# TODO add three things to your weekend plans\n",
+    "weekend_plans.append(\"study\")\n",
+    "weekend_plans.append(\"hike\")\n",
+    "weekend_plans.append(\"golf\")\n",
+    "print(weekend_plans)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: Sets\n",
+    "\n",
+    "Like a **list**, a **set** is another collection. However, it is **unordered** and **unique**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'study', 'hike', 'golf'}\n"
+     ]
+    }
+   ],
+   "source": [
+    "my_set_of_weekend_plans = set()\n",
+    "\n",
+    "# TODO: add 4 weekend plans, 1 of which is a duplicate.\n",
+    "my_set_of_weekend_plans.add(\"study\")\n",
+    "my_set_of_weekend_plans.add(\"study\")\n",
+    "my_set_of_weekend_plans.add(\"hike\")\n",
+    "my_set_of_weekend_plans.add(\"golf\")\n",
+    "\n",
+    "print(my_set_of_weekend_plans)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### We can `pop` to remove elements, but it will remove a random item.\n",
+    "See: https://www.w3schools.com/python/trypython.asp?filename=demo_ref_set_pop2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "study\n",
+      "{'hike', 'golf'}\n"
+     ]
+    }
+   ],
+   "source": [
+    "what_removed = my_set_of_weekend_plans.pop()\n",
+    "\n",
+    "print(what_removed)\n",
+    "print(my_set_of_weekend_plans)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### We can `discard` a specific item!\n",
+    "\n",
+    "Unlike a list's `remove`, this will **not** throw an error if the element does not exist."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'golf'}\n"
+     ]
+    }
+   ],
+   "source": [
+    "my_set_of_weekend_plans.discard('hike')\n",
+    "print(my_set_of_weekend_plans)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Copy/paste the `cell` function from the last lecture"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import csv\n",
+    "\n",
+    "# source: Automate the Boring Stuff with Python Ch 12\n",
+    "def process_csv(filename):\n",
+    "    exampleFile = open(filename, encoding=\"utf-8\")  \n",
+    "    exampleReader = csv.reader(exampleFile) \n",
+    "    exampleData = list(exampleReader)        \n",
+    "    exampleFile.close()  \n",
+    "    return exampleData"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cs220_csv = process_csv('cs220_survey_data.csv')\n",
+    "cs220_header = cs220_csv[0]\n",
+    "cs220_data = cs220_csv[1:]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def cell(row_idx, col_name):\n",
+    "    col_idx = cs220_header.index(col_name)\n",
+    "    val = cs220_data[row_idx][col_idx]\n",
+    "    if val == \"\":\n",
+    "        return None\n",
+    "    elif col_name == \"Age\" or col_name == \"Zip Code\":\n",
+    "        return int(val)\n",
+    "    elif col_name == \"Latitude\" or col_name == \"Longitude\":\n",
+    "        return float(val)\n",
+    "    else:\n",
+    "        return val"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 4: Does the oldest basil/spinach-loving Business major prefer cats, dogs, or neither?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The oldest basil/spinach loving Business major prefers cat\n"
+     ]
+    }
+   ],
+   "source": [
+    "oldest_idx = None\n",
+    "oldest_age = None\n",
+    "\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cell(i, \"Age\")\n",
+    "    current_pizza = cell(i, \"Pizza topping\")\n",
+    "    current_major = cell(i, \"Primary major\")\n",
+    "    if current_age == None:\n",
+    "        continue\n",
+    "        \n",
+    "    if current_pizza == \"basil/spinach\" and current_major.startswith(\"Business\"):\n",
+    "        if oldest_idx == None or current_age > oldest_age:\n",
+    "            oldest_age = current_age\n",
+    "            oldest_idx = i\n",
+    "    \n",
+    "print(\"The oldest basil/spinach loving Business major prefers\", cell(oldest_idx, \"Cats or dogs\"))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 5: Is their city in the United States?\n",
+    "\n",
+    "The United States has **latitudes** approximately spanning from `23.101` to `49.632`, and **longitudes** approximately spanning from `-129.306` to `-65.017`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The oldest basil/spinach loving Business major is NOT in the USA\n"
+     ]
+    }
+   ],
+   "source": [
+    "spinach_lat = cell(oldest_idx, \"Latitude\")\n",
+    "spinach_lon = cell(oldest_idx, \"Longitude\")\n",
+    "\n",
+    "if 23.101 <= spinach_lat <= 49.632 and -129.306 <= spinach_lon <= -65.017:\n",
+    "    print('The oldest basil/spinach loving Business major is in the USA')\n",
+    "else:\n",
+    "    print('The oldest basil/spinach loving Business major is NOT in the USA')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Restaurants"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[['restaurant_id', 'name', 'x_coord', 'y_coord'],\n",
+       " ['MCD_1', 'McDonalds', '-3', '-3'],\n",
+       " ['EIN_1', 'Einsteins Bagels', '1', '3'],\n",
+       " ['STA_1', 'Starbucks', '0', '1'],\n",
+       " ['MCD_2', 'McDonalds', '2', '0'],\n",
+       " ['GRE_1', 'Greenbush Donuts', '0', '-3'],\n",
+       " ['STA_2', 'Starbucks', '-2', '1'],\n",
+       " ['PAN_1', 'Panda Express', '', '']]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "restaurant_csv = process_csv('restaurants.csv')\n",
+    "\n",
+    "# TODO: Display restaurant_csv. What do we call this data structure? -> list of lists\n",
+    "restaurant_csv"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Separate the data into 2 parts: a header row, and a list of data rows"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "restaurant_header = restaurant_csv[0]\n",
+    "restaurant_data = restaurant_csv[1:]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['restaurant_id', 'name', 'x_coord', 'y_coord']"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "restaurant_header"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[['MCD_1', 'McDonalds', '-3', '-3'],\n",
+       " ['EIN_1', 'Einsteins Bagels', '1', '3'],\n",
+       " ['STA_1', 'Starbucks', '0', '1'],\n",
+       " ['MCD_2', 'McDonalds', '2', '0'],\n",
+       " ['GRE_1', 'Greenbush Donuts', '0', '-3'],\n",
+       " ['STA_2', 'Starbucks', '-2', '1'],\n",
+       " ['PAN_1', 'Panda Express', '', '']]"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "restaurant_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Make a list of just the names from restaurant_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['McDonalds',\n",
+       " 'Einsteins Bagels',\n",
+       " 'Starbucks',\n",
+       " 'McDonalds',\n",
+       " 'Greenbush Donuts',\n",
+       " 'Starbucks',\n",
+       " 'Panda Express']"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "names = []  # names starts out empty, we will append to it\n",
+    "for row in restaurant_data:\n",
+    "    names.append(row[restaurant_header.index(\"name\")])\n",
+    "names"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: Extract the list of unique restaurant names "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['Starbucks', 'Greenbush Donuts', 'Panda Express', 'McDonalds', 'Einsteins Bagels']\n"
+     ]
+    }
+   ],
+   "source": [
+    "names = list(set(names))\n",
+    "print(names)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: Sort the list of unique restaurant names"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Sorting Option 1: Print the sorted list without changing it"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['Einsteins Bagels', 'Greenbush Donuts', 'McDonalds', 'Panda Express', 'Starbucks']\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(sorted(names))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['Starbucks', 'Greenbush Donuts', 'Panda Express', 'McDonalds', 'Einsteins Bagels']\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(names) # note that this list is still the same as earlier (i.e., before sorting)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Sorting Option 2: Sort the list and then print it"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['Einsteins Bagels', 'Greenbush Donuts', 'McDonalds', 'Panda Express', 'Starbucks']\n"
+     ]
+    }
+   ],
+   "source": [
+    "names.sort()\n",
+    "print(names) # note that this list itself has been modified here"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 4: Define a `cell` function to extract the data in `restaurant_data`\n",
+    "\n",
+    "Make sure it returns `None` if there is **missing** data. Make sure it **typecasts** appropriately depending on the **column name**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def cell(row_idx, col_name):\n",
+    "    col_idx = restaurant_header.index(col_name)\n",
+    "    val = restaurant_data[row_idx][col_idx]\n",
+    "    if val == \"\":\n",
+    "        return None\n",
+    "    elif col_name == \"x_coord\" or col_name == \"y_coord\":\n",
+    "        return int(val)\n",
+    "    else:\n",
+    "        return val"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 5: Write a function that is sent x y coordinates and returns back the `restaurant_id` of that restaurant."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_restaurant_at_coordinates(search_x, search_y):\n",
+    "    for i in range(len(restaurant_data)):\n",
+    "        if cell(i, 'x_coord') == search_x and cell(i, 'y_coord') == search_y:\n",
+    "            return cell(i, 'restaurant_id')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "EIN_1\n",
+      "GRE_1\n",
+      "None\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(get_restaurant_at_coordinates(1, 3))  # should be EIN_1\n",
+    "print(get_restaurant_at_coordinates(0, -3)) # should be GRE_1\n",
+    "print(get_restaurant_at_coordinates(2, -3)) # should be None"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 6: Write a function that is sent the restaurant ID of a restaurant and returns the x and y coordinates as a string.\n",
+    "\n",
+    "This should be **case-insensitive**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_coordinates(restaurant_id):\n",
+    "    for i in range(len(restaurant_data)):\n",
+    "        x_coord = cell(i, \"x_coord\")\n",
+    "        y_coord = cell(i, \"y_coord\")\n",
+    "        if x_coord == None or y_coord == None:\n",
+    "            continue\n",
+    "        if cell(i, \"restaurant_id\").lower() == restaurant_id.lower():\n",
+    "            return \"(\" + str(x_coord) + \", \" + str(y_coord) + \")\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(0, -3)\n",
+      "(2, 0)\n",
+      "(2, 0)\n",
+      "None\n",
+      "None\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(get_coordinates(\"GRE_1\")) # should be (0, -3)\n",
+    "print(get_coordinates(\"MCD_2\")) # should be (2, 0)\n",
+    "print(get_coordinates(\"mcd_2\")) # should be (2, 0)\n",
+    "print(get_coordinates(\"PAN_1\")) # should be None\n",
+    "print(get_coordinates(\"ZZZ_123\")) # should be None"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 7: Define `get_smallest_index` to get the INDEX of the smallest value in `col_name` (such as `'x_coord'`)\n",
+    "\n",
+    "If there are ties, use the last value in the dataset."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_smallest_index(col_name):\n",
+    "    smallest = None\n",
+    "    smallest_idx = None\n",
+    "    for i in range(len(restaurant_data)):\n",
+    "        curr_val = cell(i, col_name)\n",
+    "        if curr_val == None:\n",
+    "            continue\n",
+    "        \n",
+    "        if smallest == None or curr_val <= smallest:\n",
+    "            smallest = curr_val\n",
+    "            smallest_idx = i\n",
+    "    return smallest_idx"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### What is the name of the restaurant farthest to the west?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'McDonalds'"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# use `get_smallest_index` to find the answer here\n",
+    "\n",
+    "far_west_idx = get_smallest_index(\"x_coord\")\n",
+    "far_west_restauraunt = cell(far_west_idx, 'name')\n",
+    "far_west_restauraunt"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### What is the restaurant ID of the restaurant farthest to the south?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'GRE_1'"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# use `get_smallest_index` to find the answer here\n",
+    "\n",
+    "far_south_idx = get_smallest_index(\"y_coord\")\n",
+    "far_south_restaurant = cell(far_south_idx, 'restaurant_id')\n",
+    "far_south_restaurant"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 8: Complete this function that computes the distance between `(x1,y1)` and `(x2,y2)`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import math\n",
+    "def distance(x1, y1, x2, y2):\n",
+    "    return math.sqrt((x1 - x2)**2 + (y1 - y2)**2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "5.0\n",
+      "1.4142135623730951\n",
+      "13.0\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(distance(0, 0, 3, 4)) # should be 5.0\n",
+    "print(distance(1, 2, 2, 3)) # should be square root of 2\n",
+    "print(distance(-3, 3, 2, -9)) # should be 13.0"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 9: Write a function that is sent x and y coordinates and returns the name of the closest restaurant to those coordinates.\n",
+    "\n",
+    "Use the `distance` function to calculate the distance."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def closest_restaurant(source_x, source_y):\n",
+    "    '''return the name of the closest restaurant to the parameters given'''\n",
+    "    closest_index = None # start with no value, to be clear if no result found\n",
+    "    min_dist = None      # why does this have to be None, not just 0? -> If closest restaurant is at (source_x, source_y), we do NOT want to skip\n",
+    "    \n",
+    "    for i in range(len(restaurant_data)):\n",
+    "        current_x = cell(i, \"x_coord\")\n",
+    "        current_y = cell(i, \"y_coord\")\n",
+    "        if current_x == None or current_y == None: # check for missing data\n",
+    "            continue\n",
+    "        current_dist = distance(current_x, current_y, source_x, source_y)\n",
+    "        \n",
+    "        if min_dist == None or min_dist >= current_dist:\n",
+    "            closest_index = i\n",
+    "            min_dist = current_dist\n",
+    "            \n",
+    "    return closest_index # Bonus: fix this to make the function more useful -> make the function return the index instead of the name"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Einsteins Bagels\n",
+      "Starbucks\n",
+      "McDonalds\n",
+      "Greenbush Donuts\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(cell(closest_restaurant(3, 3), \"name\")) # should be Einsteins Bagels\n",
+    "print(cell(closest_restaurant(0, 0), \"name\")) # should be Starbucks\n",
+    "print(cell(closest_restaurant(5, -2), \"name\")) # should be McDonalds\n",
+    "print(cell(closest_restaurant(1, -2), \"name\")) # should be Greenbush Donuts"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/Lec_16_List_Practice_Template.ipynb b/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/Lec_16_List_Practice_Template.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..d7ecd86d99ba18df1744dbd72f0f9cb2abd9dd27
--- /dev/null
+++ b/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/Lec_16_List_Practice_Template.ipynb	
@@ -0,0 +1,512 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Lists Practice"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 0: Hotkeys\n",
+    "\n",
+    "We move quickly, it's good to know some hotkeys!\n",
+    "\n",
+    "#### All-around good-to-knows...\n",
+    "* `Ctrl`+`A`: Select all the text in a cell.\n",
+    "* `Ctrl`+`C`: Copy selected text.\n",
+    "* `Ctrl`+`X`: Cut selected text.\n",
+    "* `Ctrl`+`V`: Paste text from clipboard.\n",
+    "* `Ctrl`+`S`: Save.\n",
+    "\n",
+    "#### Jupyter-specific good-to-knows...\n",
+    "* `Ctrl`+`Enter` or `Shift`+`Enter`: Run Cell\n",
+    "* `Ctrl`+`/`: Comment/uncomment sections of code.\n",
+    "* `Esc` -> `Shift`+`L`: Toggle line numbers.\n",
+    "* Select text -> `Tab`: Add extra level of indent.\n",
+    "* Select text -> `Shift`+`Tab`: Remove level of indent."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 1: Create an empty list and add elements to it"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "weekend_plans = []  # I have no weekend plans :(\n",
+    "print(weekend_plans)\n",
+    "\n",
+    "# TODO add three things to your weekend plans\n",
+    "\n",
+    "print(weekend_plans)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 2: Sets\n",
+    "\n",
+    "Like a **list**, a **set** is another collection. However, it is **unordered** and **unique**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "my_set_of_weekend_plans = set()\n",
+    "\n",
+    "# TODO: add 4 weekend plans, 1 of which is a duplicate.\n",
+    "\n",
+    "print(my_set_of_weekend_plans)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### We can `pop` to remove elements, but it will remove a random item.\n",
+    "See: https://www.w3schools.com/python/trypython.asp?filename=demo_ref_set_pop2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "what_removed = my_set_of_weekend_plans.pop()\n",
+    "\n",
+    "print(what_removed)\n",
+    "print(my_set_of_weekend_plans)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### We can `discard` a specific item!\n",
+    "\n",
+    "Unlike a list's `remove`, this will **not** throw an error if the element does not exist."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "my_set_of_weekend_plans.discard(...)\n",
+    "print(my_set_of_weekend_plans)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Copy/paste the `cell` function from the last lecture"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import csv\n",
+    "\n",
+    "# source:  Automate the Boring Stuff with Python Ch 12\n",
+    "def process_csv(filename):\n",
+    "    exampleFile = open(filename, encoding=\"utf-8\")  \n",
+    "    exampleReader = csv.reader(exampleFile) \n",
+    "    exampleData = list(exampleReader)        \n",
+    "    exampleFile.close()  \n",
+    "    return exampleData"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def cell(row_idx, col_name):\n",
+    "    pass"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 4: Does the oldest basil/spinach-loving Business major prefer cats, dogs, or neither?"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup 5: Is their city in the United States?\n",
+    "\n",
+    "The United States has **latitudes** approximately spanning from `23.101` to `49.632`, and **longitudes** approximately spanning from `-129.306` to `-65.017`."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Restaurants"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "restaurant_csv = process_csv('restaurants.csv')\n",
+    "\n",
+    "# TODO: Display restaurant_csv. What do we call this data structure?"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Separate the data into 2 parts: a header row, and a list of data rows"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "restaurant_header = ...\n",
+    "restaurant_data = ..."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 1: Make a list of just the names from restaurant_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "names = []  # names starts out empty, we will append to it\n",
+    "for row in restaurant_data:\n",
+    "    pass\n",
+    "names"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 2: Extract the list of unique restaurant names "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "names = ...\n",
+    "print(names)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 3: Sort the list of unique restaurant names"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Sorting Option 1: Print the sorted list without changing it"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(sorted(names))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Sorting Option 2: Sort the list and then print it"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "names.sort()\n",
+    "print(names)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 4: Define a `cell` function to extract the data in `restaurant_data`\n",
+    "\n",
+    "Make sure it returns `None` if there is **missing** data. Make sure it **typecasts** appropriately depending on the **column name**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def cell(row_idx, col_name):\n",
+    "    col_idx = restaurant_header.index(col_name)\n",
+    "    val = restaurant_data[row_idx][col_idx]\n",
+    "    if ...:\n",
+    "        return None\n",
+    "    elif ...:\n",
+    "        return int(val)\n",
+    "    else:\n",
+    "        return val"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 5: Write a function that is sent x y coordinates and returns back the `restaurant_id` of that restaurant."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_restaurant_at_coordinates(search_x, search_y):\n",
+    "    for i in range(len(restaurant_data)):\n",
+    "        pass"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(get_restaurant_at_coordinates(1, 3))  # should be EIN_1\n",
+    "print(get_restaurant_at_coordinates(0, -3)) # should be GRE_1\n",
+    "print(get_restaurant_at_coordinates(2, -3)) # should be None"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 6: Write a function that is sent the restaurant ID of a restaurant and returns the x and y coordinates as a string.\n",
+    "\n",
+    "This should be **case-insensitive**."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_coordinates(restaurant_id):\n",
+    "    for i in range(len(restaurant_data)):\n",
+    "        pass"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(get_coordinates(\"GRE_1\")) # should be (0, -3)\n",
+    "print(get_coordinates(\"MCD_2\")) # should be (2, 0)\n",
+    "print(get_coordinates(\"mcd_2\")) # should be (2, 0)\n",
+    "print(get_coordinates(\"PAN_1\")) # should be None\n",
+    "print(get_coordinates(\"ZZZ_123\")) # should be None"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 7: Define `get_smallest_index` to get the INDEX of the smallest value in `col_name` (such as `'x_coord'`)\n",
+    "\n",
+    "If there are ties, use the last value in the dataset."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def get_smallest_index(col_name):\n",
+    "    pass"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### What is the name of the restaurant farthest to the west?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# use `get_smallest_index` to find the answer here\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### What is the restaurant ID of the restaurant farthest to the south?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# use `get_smallest_index` to find the answer here\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 8: Complete this function that computes the distance between `(x1,y1)` and `(x2,y2)`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import math\n",
+    "def distance(x1, y1, x2, y2):\n",
+    "    pass"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(distance(0, 0, 3, 4)) # should be 5.0\n",
+    "print(distance(1, 2, 2, 3)) # should be square root of 2\n",
+    "print(distance(-3, 3, 2, -9)) # should be 13.0"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example 9: Write a function that is sent x and y coordinates and returns the name of the closest restaurant to those coordinates.\n",
+    "\n",
+    "Use the `distance` function to calculate the distance."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def closest_restaurant(source_x, source_y):\n",
+    "    '''return the name of the closest restaurant to the parameters given'''\n",
+    "    closest_index = None # start with no value, to be clear if no result found\n",
+    "    min_dist = None      # why does this have to be None, not just 0?\n",
+    "    \n",
+    "    for i in range(len(restaurant_data)):\n",
+    "        current_x = cell(i, \"x_coord\")\n",
+    "        current_y = cell(i, \"y_coord\")\n",
+    "        if ...: # check for missing data\n",
+    "            continue\n",
+    "        current_dist = ...\n",
+    "        \n",
+    "        if ...:\n",
+    "            closest_index = i\n",
+    "            min_dist = current_dist\n",
+    "            \n",
+    "    return cell(closest_index, \"name\") # Bonus: fix this to make the function more useful"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(closest_restaurant(3, 3)) # should be Einsteins Bagels\n",
+    "print(closest_restaurant(0, 0)) # should be Starbucks\n",
+    "print(closest_restaurant(5, -2)) # should be McDonalds\n",
+    "print(closest_restaurant(1, -2)) # should be Greenbush Donuts"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/cs220_survey_data.csv b/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/cs220_survey_data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8836129b3900c2dbe45bf5d7dba388142da78af3
--- /dev/null
+++ b/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/cs220_survey_data.csv	
@@ -0,0 +1,1261 @@
+section,Lecture,Age,Primary major,Other Primary Major,Other majors,Zip Code,Latitude,Longitude,Pizza topping,Cats or dogs,Runner,Sleep habit,Procrastinator,Song
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Other (please provide details below).,Atmospheric and Oceanic Science,,53703,44.256,-88.409,basil/spinach,cat,No,early bird,Yes,Kanye
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53711,51.5072,-0.1257,Other,dog,No,night owl,Yes,Eyes Closed by Ed Sheeran 
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,,Computer Science,,,53703,37.7749,-122.4194,pineapple,dog,Yes,night owl,Yes,Eight - IU
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Engineering: Other,Engineering Undecided,,53706,44.9241,-93.3474,pineapple,dog,Yes,no preference,No,"Feathered Indians, Tyler Childers"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,,Data Science,,,53715,40.7128,-74.006,sausage,dog,Yes,early bird,Yes,Post malone -overdrive
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Biomedical,,No secondary majors ,53715,51.5072,0.1276,pepperoni,dog,Yes,night owl,Yes,No Role Modelz  - J. Cole 
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,17,Mathematics/AMEP,,Computer Science,53706,19.076,72.8777,pepperoni,dog,Yes,early bird,Maybe,Do Not Disturb - Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,,Engineering: Mechanical,,,53706,37.5683,157.3409,none (just cheese),cat,Yes,night owl,Yes,
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics ,,53706,44.5133,88.0133,sausage,cat,No,night owl,Yes,"Pyro 
+
+ 
+
+Kings of Leon"
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Other (please provide details below).,Global Health,,53706,40.7128,-74.006,none (just cheese),dog,Yes,no preference,Maybe,everywhere by fleetwood mac
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Business: Information Systems,,,54601,25.7617,-80.1918,mushroom,cat,No,night owl,Yes,bando playboy carti
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Mechanical,,,53703,43.0658,-87.9671,none (just cheese),dog,No,early bird,Yes,Today was a good day by Ice Cube
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Statistics,,data science,53703,43.0766,-89.3972,pineapple,dog,Yes,night owl,Yes,Nikes on my feet - Mac Miller
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Data Science,,,53558,45.0854,93.0081,pepperoni,dog,Yes,no preference,Yes,Last Night - Morgan Waller
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Business: Finance,,,53706,28.3852,-81.5639,pepperoni,dog,Yes,night owl,Yes,Paradise  -- Coldplay
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,17,Science: Biology/Life,,Data Science,53706,32.0809,-81.0912,sausage,cat,Yes,no preference,Yes,Cupid de Locke - the Smashing Pumpkins
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Data Science,,,53716,77.82,86.48,pepperoni,dog,No,early bird,Yes,"Violent crimes 
+
+Kanye west"
+COMP SCI 319:LEC002,LEC002,28,Engineering: Other,,,53703,24.8801,102.8329,pepperoni,neither,Yes,night owl,Yes,No，I hardly listen to music.
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Other (please provide details below).,Atmospheric and Oceanic Sciences ,Journalism ,53706,48.8566,2.3522,Other,dog,No,night owl,Maybe,"Dancing Queen 
+
+By Abba "
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Business: Finance,N/A,N/A,53703,25.7,-80.2,pepperoni,dog,No,no preference,Yes,All Me by Drake
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,,Computer Science,,,53704,0,0,sausage,cat,No,night owl,Maybe,WYS - Snowman
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Science: Other,,,53703,43.0833,-89.3725,basil/spinach,dog,Yes,early bird,Yes,Fly Love by Jamie Foxx
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,,Engineering: Mechanical,,,53706,33.3062,111.8413,mushroom,cat,No,night owl,Yes,Nerves by DPR Ian
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,,Computer Science,,,53726,35.6528,139.8395,mushroom,dog,No,night owl,No,Us by milet
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Data Science,,"Comp sci, certificate in economic analytics",53715,39.7392,-104.9903,pineapple,dog,Yes,night owl,Yes,Everlong - Foo Fighters
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,BS Art,,53593,37.5665,126.978,pepperoni,cat,No,night owl,Yes,Mariah Carey - All I Want for Christmas Is You
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Mechanical,,,53715,43.07,-89.4,pineapple,dog,No,night owl,Yes,Vienna by Billy Joel
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Other,,,53175,42.8646,-88.3332,pepperoni,dog,Yes,night owl,Yes,Temperature by Sean Paul
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,18,Computer Science,,Mathematics,53706,47.6081,-122.0117,pepperoni,cat,No,night owl,Yes,"Fly High!!, Burnout Syndrome "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,,Engineering: Mechanical,,,53703,34,5,sausage,dog,No,night owl,Yes,say so - doja cat
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,21,Business: Information Systems,,,53715,47,86,pepperoni,dog,Yes,no preference,Yes,7 Years - Lukas Graham
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,,Business: Information Systems,information science,,53715,29.4393,106.4556,sausage,dog,Yes,early bird,No,love story
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,20,Business: Other,,Sociology,53703,43.07,-89.4,sausage,neither,Yes,night owl,Maybe,Cudi Zone- Kid Cudi
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Data Science,,,53706,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Peppas - Farruko
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,38258,46.3131,-91.4905,sausage,dog,Yes,night owl,Yes,No Remorse Metalica
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,20,Data Science,,,53703,3.2028,73.2207,pepperoni,dog,Yes,night owl,Yes,"Rich Men North of Richmond
+
+Oliver Anthony"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,21,Engineering: Mechanical,,,53715,44.9778,-93.265,pepperoni,dog,Yes,no preference,Yes,"Never Gonna Give You Up -Rick Astley
+
+ 
+
+ "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,,1134,40.4111,-105.6413,pepperoni,dog,No,night owl,Yes,Out of Touch by Daryl Hall and John Oats
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Computer Science,,Public Health and Policy,53706,37.5,126.9,basil/spinach,cat,No,night owl,No,No One Else Like You(Adam Levine)
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Data Science,,,53703,41.9028,12.4964,pepperoni,dog,No,night owl,Yes,Pursuit of Happiness by Kid Cudi
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,,Engineering: Mechanical,,,53703,12.957,77.401,macaroni/pasta,dog,Yes,night owl,Yes,Out of Touch by Hall and Oates
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,44.5133,-88.0133,pepperoni,dog,No,night owl,Yes,Where the Boat Leaves From By Zac Brown Band
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Other,bme,,53715,42.3601,71.0589,pepperoni,dog,No,no preference,Maybe,noah kahan - mess
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Engineering: Mechanical,,,53703,39.0476,-77.132,pepperoni,dog,Yes,night owl,Yes,
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,,Other (please provide details below).,"Econ with math emphasis (photography certificate)
+
+ ",,53703,-41.2865,174.7762,pineapple,neither,Yes,no preference,Maybe,None. 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,,53715,43.0731,-89.4012,pepperoni,dog,No,night owl,No,
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53715,40.7128,-74.006,pepperoni,dog,No,night owl,Maybe,Sultans of Swing - Dire Straits
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53726,45.3733,84.9553,macaroni/pasta,dog,Yes,night owl,Yes,kimdracula - deftones
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,21,Other (please provide details below).,My primary major is Economics.,I'm planning to get data science certificate.,53715,37.5665,126.978,sausage,dog,Yes,night owl,Maybe,Dandelions - Ruth B.
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53726,40.7,-74,pepperoni,dog,No,no preference,Maybe,I don't really have a favorite song.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Other (please provide details below).,Consumer behavior and marketplace studies.,,53715,44.9778,-93.265,pineapple,cat,Yes,early bird,Maybe,Love Story - Taylor Swift
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,,Data Science,,,53706,41.8781,87.6298,pepperoni,cat,No,night owl,Yes,Bright Size Life by Pat Metheny
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,18,Data Science,,I am considering majoring in Genetics as well,53706,45.6378,-89.4113,Other,dog,No,night owl,Yes,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Biomedical,,,53726,43.0731,-89.4012,sausage,dog,Yes,early bird,Yes,Young Girls - Bruno Mars
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,,Engineering: Mechanical,,,53711,,,pepperoni,cat,Yes,no preference,Maybe,"""Wont Back Down""
+
+-Tom Petty"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Other (please provide details below).,Genetics,Data science,53706,42.0262,-88.0697,pineapple,dog,No,night owl,Yes,Merrry-Go-Round of life by joe Hisaishi
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,,53715,37.5665,126.978,basil/spinach,dog,No,no preference,No,"""a lot"" by 21 savage"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,21,Computer Science,,,53705,31.2244,121.4692,pepperoni,cat,No,night owl,Yes,ハゼ馳せる果てるまで  by ずっと真夜中でいいのに
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Engineering: Biomedical,,i’m considering a double major in economics or political science ,53703,48.8566,2.3522,basil/spinach,cat,No,no preference,Yes,alien superstar by beyoncé 
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,23,Mathematics/AMEP,N/A,Certificate in Data Science,53703,19.4326,-99.1332,pepperoni,dog,Yes,early bird,Maybe,Runaway by Kanye West (Fyi: it’s a 10 min song)
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Data Science,,,53706,47.6062,-122.3321,pineapple,cat,No,night owl,Yes,you belong with me by taylor swift
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,Engineering: Industrial,,,53706,38.752,48.8466,pepperoni,cat,No,early bird,Maybe,Kerosene -Crystal Castles
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,Economics and Psychology ,Possibly a Data science minor ,53703,40.4406,-79.9959,sausage,dog,No,early bird,Maybe,Wonderwall - Oasis
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Mathematics/AMEP,,Mathematics and Economics,53703,86.9212,40.4237,mushroom,cat,No,early bird,Maybe,Christmas List by Anson Seabra
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53708,42.3611,-71.0571,Other,dog,No,night owl,Yes,Sultans of Swing by Dire Straits
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,20,Science: Chemistry,,None,53715,37.5683,126.9978,sausage,dog,No,night owl,Yes,Under the bridge - Red Hot Chili Peppers
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics,Data science. ,53703,36.6769,117.1201,sausage,dog,No,night owl,Yes,Heat waves by Glass Animals
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53715,43.0731,-89.4012,pepperoni,dog,No,night owl,Yes,Hey ya- outkast
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,20,Engineering: Mechanical,,,53704,44.5133,-88.0133,pepperoni,cat,No,early bird,Yes,The adults are talking-The strokes
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,Statistics,53706,24.5551,-81.78,pepperoni,neither,Yes,no preference,No,Circles- bangers only & fawlin
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Mechanical,,,53715,45.4408,12.3155,pepperoni,dog,Yes,night owl,Yes,"Upside Down, Jack Johnson"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,21,Data Science,,Secondary major: Computer Science,53711,35.6528,139.8395,sausage,cat,Yes,night owl,Yes,Mayonaka no Door / Stay With Me
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economics ,maybe data science,53703,25.2048,55.2708,mushroom,cat,Yes,night owl,Maybe,"Dancing with A Stranger 
+
+Sam Smith and Normani
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,,Other (please provide details below).,Pre-business.,Want to do Computer Science as my secondary major.,53718,39.9042,116.4074,pepperoni,cat,Yes,night owl,Maybe,Lose Yourself - Eminem
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,,Science: Other,Zoology ,Conservation Biology ,53706,43.0731,-89.4012,none (just cheese),cat,No,night owl,Yes,The Fall- Lovejoy 
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Economics,"French, International Studies",53715,43,89.4,sausage,dog,Yes,night owl,Yes,"Tiny Dancer, Elton John"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,22,Data Science,,,53715,37.5665,126.978,pepperoni,dog,Yes,night owl,Yes,My favorite song is Hate you by Yerin Baek.
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,53715,47.6062,-122.3321,pepperoni,dog,No,night owl,Maybe,"it changes often, through many genres, but currently,
+
+Aaron Hibell - destroyer of worlds (oppenheimer trance edit)
+
+ "
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC001,21,Other (please provide details below).,Economics ,Data Science,53703,0.8035,90.0425,pineapple,dog,No,night owl,Yes,Lifestyles of the Rich and Famous by Good Charlotte
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Engineering: Other,Computer Engineering,NA,53715,39.795,-74.7773,pepperoni,dog,Yes,night owl,Yes,NA
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Business: Finance,,,53706,45.4647,9.1885,sausage,dog,Yes,early bird,Maybe,Drake-Passionfruit
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,I'm a Computer Science Major.  ,I'm a Data science Major.,53706,42.2475,-84.4089,Other,dog,No,no preference,Maybe,Just like me by A boogie wit da hoodie.
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,,Engineering: Mechanical,,,53706,40.7128,-74.006,pepperoni,cat,No,night owl,Yes,Love Lost - Mac Miller
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Other (please provide details below).,,"Data Science, Mathematics",53706,39.4822,-106.0462,pepperoni,dog,Yes,early bird,Yes,"Keep Your Head Up 
+
+by Andy Grammar"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Other (please provide details below).,Economics,,53073,60.3913,5.3221,pepperoni,cat,No,night owl,No,Iron Lung - King Gizzard and the Lizard Wizard
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Other (please provide details below).,Econ Major ,,53703,43.0731,-89.4012,sausage,dog,No,night owl,Yes,Follow God by Kayne West
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,20,Engineering: Mechanical,,,53076,43.7696,11.2558,Other,dog,No,no preference,Maybe,The Difference -Flume
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Information Science.,Economics.,53703,43.0731,-89.4012,Other,cat,Yes,night owl,Yes,GEEKED N BLESSED by LUCKI
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Other (please provide details below).,Journalism,,53715,41.3874,2.1686,none (just cheese),cat,Yes,night owl,Yes,revival zach bryan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Other (please provide details below).,Economics and certificate in Data Science ,,53703,23.2494,106.4111,pineapple,dog,No,night owl,Maybe,Sketzo by Travis Scott and Young Thug
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Business: Finance,Finance,data science,53705,200,116,mushroom,cat,Yes,night owl,Yes,Who am I- why don't we
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Mathematics/AMEP,,,53706,43.0731,-89.4012,sausage,dog,Yes,night owl,Yes,Runaway- Kanye 
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,21,Business: Other,Pass,Pass,53705,40.7128,-74.006,green pepper,cat,Yes,night owl,Yes,"""Steal the show"", by Lauv
+
+ "
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Computer Science,,,53706,25.7617,-80.1918,sausage,dog,No,no preference,Maybe,Bank Account - 21 Savage
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53703,-23.5505,-46.6333,Other,cat,Yes,night owl,Yes,"Violent Crimes - Kanye West 
+
+ps: Not a fan at all of him as a person, but huge fan of his work."
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,Computer Science,53706,50,21,sausage,cat,Yes,night owl,Maybe,Symphony No. 9 by Ludwig van Beethoven
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,42.7261,-87.7895,pepperoni,dog,No,no preference,Yes,Margaritaville by Jimmy Buffett
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Engineering: Biomedical,,,53706,26.1242,-80.1436,basil/spinach,cat,No,no preference,Yes,"Wash it all away, Five Finger Death Punch"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Data Science,,,53703,42.1281,-88.0937,pineapple,dog,No,night owl,Yes,Thunderstruck AC/DC
+COMP SCI 319:LEC004,LEC004,23,Other (please provide details below).,Economics,No,53703,30.5728,104.0668,pineapple,cat,No,early bird,Yes,蓝雨 -- Jacky Cheung
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53711,31.5879,120.2127,pineapple,neither,No,night owl,Maybe,"Samudrartha and Wildfire by HOYO-MiX
+
+Watchtower of the East by Quadimension "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Engineering: Mechanical,,,53706,35.2401,24.8093,pepperoni,cat,Yes,night owl,No,The Seventh Sense by NCT U
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,21,Engineering: Biomedical,,,53703,43.0128,-88.2351,sausage,dog,No,night owl,Yes,Hannah Montana by the Migos
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Business: Finance,,,53703,41.3874,2.1686,pepperoni,dog,Yes,night owl,Yes,Your love - Sosa UK
+COMP SCI 319:LEC001,LEC001,29,Science: Physics,,,53715,40.7128,-74.006,sausage,dog,Yes,no preference,Yes,"Beat it, Michael Jackson"
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Engineering: Other,,,53706,43.6532,-79.3832,pepperoni,dog,No,night owl,Maybe,Killer Queen - Queen
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Data Science,,Computer Science,53706,41.8781,87.6298,pineapple,dog,No,night owl,No,Shampoo Bottles - Peach Pit
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,21,Mathematics/AMEP,,,53706,30.5928,114.305,none (just cheese),cat,No,night owl,Yes,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,Communication Arts,53706,52.7107,-8.879,Other,dog,No,night owl,Yes,Boomerang by Summer Set
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Atmospheric and Oceanic Science,,53703,64,21,green pepper,dog,No,no preference,No,
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Statistics,,Still deciding between math or data science,53703,,,pepperoni,cat,No,no preference,No,Mandy by Barry Manilow
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economics,,53726,22.5431,114.0579,mushroom,dog,No,early bird,Maybe,Forever Young; Blackpink
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC002,20,Engineering: Mechanical,,,53706,41.8781,87.6298,pineapple,dog,Yes,early bird,Maybe,"""Peg"" - Steely Dan
+
+ "
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Other (please provide details below).,Data Science ,Economics,53703,12.9,77.5,sausage,neither,Yes,night owl,Maybe,Metallica - Enter Sandman
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Engineering: Industrial,,,73506,8.538,-80.7821,none (just cheese),dog,No,no preference,Maybe,"Como has estau? -Mora
+
+Quevedo - Quevedo
+
+Yankee- quevedo"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Engineering: Industrial,,Data Science,53719,55.7558,37.6173,pineapple,cat,No,night owl,Yes,Cate's Brother by Maisie Peters
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53715,47.9031,-91.8565,pineapple,cat,Yes,night owl,Yes,Kiss Me - Sixpence None The Richer
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Engineering: Mechanical,Mechanical Engineering,,53706,19.076,72.8777,none (just cheese),dog,No,no preference,Maybe,This Side of Paradise - Coyote Theory 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,21,Business: Other,Econ,,53703,41,-73.6,Other,dog,Yes,night owl,Yes,Sunflower seeds by bryce vine 
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,25,Other (please provide details below).,Economics,,53703,35,129,Other,dog,No,night owl,Maybe,Not today - bts
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Business: Actuarial,,Math,53703,22.5431,114.0579,sausage,dog,No,night owl,Maybe,"All We Know
+
+The Chainsmokers"
+COMP SCI 319:LEC001,LEC001,26,Business: Other,MBA specializing in tech strategy and product management ,,53558,41.0082,28.9784,basil/spinach,cat,No,night owl,Yes,"Tears in the Rain, The Weeknd "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Mathematics/AMEP,,,53703,40.6541,109.8201,sausage,cat,No,night owl,Yes,Yellow - Coldplay
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Statistics,,,53706,35.0568,118.3406,Other,cat,No,night owl,Yes,"Common Jasmin Orange by Jay Chou
+
+it's a Chinese song, so you probably can't understand the lyrics"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Biomedical,,,53703,46.7828,-92.1055,sausage,cat,Yes,night owl,Yes,I'm Just Ken by Ryan Gosling
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Business: Finance,N/A,Comp Sci ,53703,43.0731,-89.4012,pineapple,dog,Yes,no preference,No,Don't go breaking my heart - Elton John 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Industrial,,,53719,43.0731,-89.4012,pepperoni,cat,Yes,night owl,Yes,Pride by Kendrick Lamar
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,21,Computer Science,,,53715,31.2304,121.4737,green pepper,cat,No,night owl,Yes,Talking to the Moon--Bruno Mars
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,23,Other (please provide details below).,consumer science,i don't have,53703,31.2304,121.4737,mushroom,neither,Yes,early bird,Yes,hero Mariah Carey
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Business: Other,,,53706,13.7563,100.5018,pepperoni,dog,No,night owl,Maybe,Die for you by the Weeknd
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,,Engineering: Biomedical,,,53706,37.5665,126.978,pepperoni,cat,Yes,night owl,Yes,You give love a bad name - Bon Jovi
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,21,Business: Finance,,RMI,53703,48.8566,2.3522,pepperoni,cat,No,no preference,Yes,Get out off town - Anita O'day
+COMP SCI 319:LEC002,LEC002,,Science: Other,,,53703,49,-123,pepperoni,neither,No,night owl,Yes,Whatever :)
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Computer Science,,,537061127,36.1627,-86.7816,sausage,dog,No,no preference,Yes,Runnin' With the Devil - EVH
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Other (please provide details below).,Economics,Math,53703,43.0969,-89.5115,pepperoni,dog,No,early bird,Yes,Homemade - Jake Owen
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Mathematics/AMEP,,,1000,48.8566,2.3522,pepperoni,neither,No,no preference,Maybe,"Imagine Dragons, Radioactive."
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Business: Other,,,53715,44.2134,-88.5018,pepperoni,dog,No,no preference,Yes,3005 - Childish Gambino
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Mechanical,,,53216,20.8854,-156.6653,pepperoni,neither,No,no preference,No,
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Business: Information Systems,,,53715,40.71,-74,pineapple,cat,No,night owl,Yes,Japanese Denim by Daniel Caesar
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Engineering: Mechanical,,,53715,14.5995,120.9842,pepperoni,dog,Yes,night owl,No,Cherry Wine- Grent Perez
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Computer Science,,,53706,85.8398,10.2985,mushroom,dog,No,night owl,Maybe,"""Streems"" by The Symposium"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,20,Statistics,"I'm double majoring in mathematics and statistics; I hope to do research in some sort of applied probability theory after graduating (e.g. econometrics, mathematical biology, etc.)",n/a,53726,,,pepperoni,cat,Yes,early bird,No,"How Much a Dollar Cost, by Kendrick Lamar"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Mechanical,,business,53715,27.4967,-82.6948,pepperoni,dog,No,early bird,No,Jimmy Cooks - Drake
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,20,Data Science,I am doing eco and plan to get a ds certificate,no,53703,39.9042,116.4074,Other,neither,No,early bird,No,''Capital''by Lo Ta-you
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Engineering: Mechanical,,,53726,41.8781,-87.6298,sausage,cat,Yes,night owl,Maybe,Shiva - Spillage Village & JID
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,35.9594,-83.9196,pepperoni,dog,Yes,early bird,No,Talkin' Tennessee by Morgan Wallen
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53706,44.5667,-92.5343,pepperoni,dog,No,night owl,Yes,street dreams by nas
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,20,Business: Other,,,53703,37.7749,-122.4194,mushroom,dog,No,night owl,Yes,"Take it Easy - The Eagles
+
+Otherside - Red Hot Chili Peppers"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Other (please provide details below).,Global Health,N/A,53706,42.3601,71.0589,basil/spinach,dog,Yes,night owl,Maybe,Somewhere Only We Know by Keane
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Economics,,53703,42.3314,-83.0458,sausage,dog,Yes,no preference,No,"Life Goes On - Lil Baby, Lil Uzi Vert, Gunna"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,"Biomechanics focus, Dance Certificate",53715,36.1627,-86.7816,pepperoni,dog,No,night owl,Maybe,"No specific songs but I love Elton John, Queen, Noah Kahan"
+COMP SCI 319:LEC003,LEC003,22,Science: Biology/Life,,,53703,43.07,-89.38,mushroom,dog,No,early bird,No,Swimming Horses by Siouxsie and the Banshees
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,22,Statistics,,,53706,22.5431,114.0579,sausage,dog,Yes,no preference,Maybe,I Want My Tears Back--Nightwish
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,,Data Science,,Physics,53706,27.7172,85.3239,sausage,dog,Yes,early bird,No,Hall of fame
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Data Science,,Economics,53706,48.8647,2.349,pepperoni,dog,Yes,night owl,Yes,Let It Happen - Tame Impala
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Business: Finance,,Data Science,53706,41.8781,-87.6298,basil/spinach,cat,No,night owl,Yes,LOYALTY FT. RIHANNA - KENDRICK LAMAR
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,,Other (please provide details below).,,,53706,41.9028,12.4964,Other,neither,No,no preference,Yes,Danza Kuduro - Don Omar
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Statistics,,,53706,47.3769,8.5417,mushroom,dog,No,no preference,Maybe,Blue Jay Way by the Beatles
+COMP SCI 319:LEC002,LEC002,22,Business: Finance,,,53715,35,36,sausage,dog,No,early bird,Yes,TALLY BLACKPINK
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Mathematics/AMEP,,Data Sciene,53706,43.0707,-89.4142,sausage,dog,Yes,night owl,No,Build me up Buttercup- The foundations
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,23,Mathematics/AMEP,,,53703,34.34,108.93,mushroom,cat,Yes,early bird,Yes,The name is Super Gremlin. Artist is Kodak Black. 
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,18,Science: Other,,,537061127,3.139,101.6869,sausage,dog,Yes,no preference,Yes,Edge of Desire - John Mayer
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Data Science,,,53562,44.5004,-88.0613,pepperoni,dog,Yes,no preference,Maybe,
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Business: Finance,,,53703,41.8842,-87.6324,sausage,dog,No,early bird,Maybe,"Stayin Alive, Drake and DJ Khalid"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,53706,56.4907,-4.2026,mushroom,dog,No,early bird,Maybe,Maroon by Taylor swift 
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,was provided,German (maybe),53726,48.1351,11.582,pepperoni,dog,No,night owl,Yes,You Proof - Morgan Wallen
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,41.8781,-87.6298,pepperoni,dog,No,night owl,Maybe,Springsteen - Eric Church
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,36.3932,25.4615,basil/spinach,dog,No,night owl,Yes,Mercy Now by Mary Gauthier
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC001,21,Business: Information Systems,,Data science ,53715,30.2667,-97.7333,pepperoni,dog,Yes,early bird,Yes,Hey driver Zach Bryan 
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC004,21,Business: Other,,,53703,41.3851,2.1734,pepperoni,dog,Yes,night owl,Yes,I remember by Zach Bryan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Engineering: Mechanical,,,53715,44.0999,9.7382,pineapple,dog,No,no preference,No,Bury Me in Georgia by Kane Brown
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Business: Finance,Finance,,53726,35.6895,139.6917,sausage,cat,No,night owl,Yes,Mona Lisas and mad hatters by elton john
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53706,38,-77,Other,dog,No,night owl,Yes,dont stop believing 
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53703,40.78,-73.97,none (just cheese),dog,No,night owl,Yes,"Replay by Iyaz
+
+ "
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,20,Computer Science,,,53715,43.0731,-89.4012,sausage,neither,No,no preference,Yes,Cream Soda - EXO
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC001,18,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,dog,Yes,night owl,Yes,Beast of Burden - The Rolling Stones
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Data Science,,,53715,40.7128,-74.006,pepperoni,cat,Yes,early bird,Maybe,Upside down- Jack Johnson
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Statistics,,computer science ,53706,40.7128,-74.006,pineapple,dog,Yes,early bird,No,The greatest show man
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Industrial,,,53715,41.8781,87.6298,sausage,cat,Yes,night owl,Yes,Ghost Town-Kanye West
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,41.8781,-87.6298,sausage,dog,No,night owl,Maybe,Money by Pink Floyd 
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,,Business: Information Systems,,,53703,36.107,-112.113,pepperoni,cat,Yes,night owl,Maybe,"Blinding lights, the weeknd"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Engineering: Mechanical,,,53703,44.9591,-89.6343,green pepper,dog,Yes,night owl,Yes,any wheeler walker junior song
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Engineering: Industrial," 
+
+ ",,53711,43.0731,89.4012,pepperoni,cat,Yes,early bird,No,I will wait by mumford and sons
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,finance,53706,41.8781,87.6298,sausage,dog,No,night owl,Yes,"La Cancion, Bad Bunny and J Balvin"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,My primary major is Economics ,Informations Systems,53703,33.8812,-118.4072,sausage,dog,No,night owl,Yes,Lakeshore Drive Aloitta Haynes Jeramiah
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,20,Other (please provide details below).,Economics,,53703,41.88,-87.63,mushroom,cat,Yes,night owl,Yes,"Everything She Aint, Hailey Whitters"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,23,Other (please provide details below).,Econ,no,53703,43.0731,-89.4012,mushroom,dog,No,night owl,Maybe,In the night gardeen
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Computer Science,,math,53715,,,mushroom,dog,No,night owl,Maybe,bones
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Mathematics/AMEP,\,"Economics major, Data Science certificate",53703,39.8954,116.3946,none (just cheese),cat,Yes,no preference,Maybe,no preference
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Engineering: Biomedical,,,53715,48.8566,2.3522,sausage,neither,No,night owl,Yes,ETA - New Jeans
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,economics ,"Data science 
+
+ ",53703,33.6188,-117.8566,pepperoni,dog,No,night owl,Maybe,"Heartache on the dance floor - jon pardi 
+
+ 
+
+ "
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Data Science,,,53703,39.9042,116.4074,mushroom,dog,No,night owl,Yes,Gone-Nelly/Kelly
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Data Science,,Statistics,53715,35.414,-79.0933,Other,dog,Yes,night owl,Yes,Revival - Zach bryan
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,21,Engineering: Other,Material Science and Engineering,.,53703,51.2094,3.2252,pineapple,dog,No,early bird,No,Aria Math
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Computer Science,,,53703,40.95,-73.73,none (just cheese),neither,Yes,early bird,Maybe,Closer - Chainsmokers
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,12.9716,77.5946,none (just cheese),dog,Yes,night owl,Yes,Any Coldplay song works!
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Data Science,,Economics,53066,43.1144,-88.5072,pepperoni,dog,No,night owl,Maybe,God tier-Baby Tron
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53073,52.3702,4.8952,pepperoni,dog,No,night owl,Yes,Vienna: Billy Joel
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,24,Other (please provide details below).,Neurobiology,Psychology,53703,60.3913,5.3221,Other,dog,Yes,early bird,Yes,"Title: Ôba, Lá Vem Ela
+
+Artist: Jorge Ben"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,21,Data Science,,,53703,43.0731,-89.4012,mushroom,neither,No,early bird,No,"《To have，or not to have》
+
+Lin Sheng Hsiang"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53706,42.64,-71.1291,pepperoni,dog,No,early bird,Yes,505 - arctic monkeys
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Computer Science,,,53715,41.8781,-87.6298,mushroom,dog,Yes,night owl,Yes,Sicko Mode by Travis Scott and Drake
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Computer Science,,,53706,25.033,121.5654,mushroom,neither,Yes,night owl,Yes,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Business: Other,marketing,economics,53706,40,116,pineapple,dog,No,night owl,Yes,Save Your Tears (Remix)--Ariana Grande& The Weekend
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Computer Science,,Biochemistry,53706,10.8231,106.6297,none (just cheese),dog,Yes,early bird,Maybe,"""Dress""
+
+Taylor Swift"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,17,Data Science,,Economics,53706,31.2304,121.4737,pepperoni,dog,No,night owl,Maybe,Shed a light
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,21,Data Science,Econ,,53703,34.6937,135.5022,pineapple,dog,No,night owl,Maybe,Moon by Kanye west
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Computer Science,N/A,Certificate - Data Science,53703,-33.9235,151.1399,Other,dog,Yes,night owl,Yes,5SOS - Teeth
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Computer Science,,,53726,39.9042,116.4074,sausage,cat,No,night owl,Maybe,Planet of the bass
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,23,Business: Finance,,Data Science Certificate (reason I am taking the course),53705,39.6403,-106.3709,pineapple,cat,Yes,no preference,Yes,"professional Griefers; Deadmau5, Gerard Way"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Business: Information Systems,,International Business,53703,38.6992,-75.0968,basil/spinach,dog,Yes,early bird,No,"Revival, Zach Bryan
+
+ "
+COMP SCI 319:LEC002,LEC002,27,Science: Other,Information Science,,53705,44.0164,-92.4754,sausage,dog,Yes,night owl,Yes,Enchanted - Taylor Swift
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53703,28,81,pepperoni,dog,No,night owl,Yes,More than my hometown by Morgan Wallen
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Business: Other,Business Admin,,53706,36.7194,-4.42,Other,dog,Yes,night owl,Yes,cigarette daydreams - cage the elephant
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,39.0655,85.2563,pepperoni,neither,Yes,night owl,Maybe,n/a
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Data Science,Economics,,53703,31.2304,121.4737,mushroom,cat,Yes,no preference,No,Summertime Sadness---Lana Del Rey
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,,Data Science,,,53706,35.6895,139.6917,basil/spinach,dog,No,night owl,Maybe,Slow Dancing from V
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Other,Materials Science and Engineering,,53711,45.9013,-89.8459,Other,cat,No,night owl,Yes,Rio by Duran Duran
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Business: Actuarial,,,53703,35.6895,139.6917,pepperoni,dog,Yes,no preference,Maybe,"dancing in the dark by Bruce Springsteen 
+
+ "
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Engineering: Other,My major is Chemistry but I intend to switch to Material Science and Engineering,,53711,48.8647,2.349,macaroni/pasta,cat,No,no preference,Maybe,Anything Taylor Swift
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53703,41.8781,87.6298,basil/spinach,dog,Yes,early bird,Maybe,Landslide Fleetwood Mac
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Computer Science,,Data Science,53715,33.9835,-118.248,pepperoni,cat,No,early bird,Yes,Khai Dreams - Sunkissed
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53715,47.61,122.33,pepperoni,cat,Yes,night owl,Yes,"Maroon, Taylor Swift"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,,53703,38.9333,-77.0711,pepperoni,dog,No,early bird,No,Smaller acts- Zach Bryan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Data Science,,,53701,45.1433,-89.1518,pepperoni,dog,Yes,early bird,Yes,When I'm gone - Dirty Honey
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Data Science,,Psychology,53711,37.9838,23.7275,green pepper,neither,No,night owl,Yes,Telepatia by Kali Uchis
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,N/A,N/A,53706,43.0737,-89.4026,pepperoni,dog,No,night owl,No,Trustfall by P!nk (Pink)
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Engineering: Mechanical,,,53715,42.35,-71.06,mushroom,cat,No,night owl,Yes,Upside Down - Jack Johnson
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Computer Science,,"Computer Science, Mathematics",53706,34.6937,135.5022,mushroom,dog,Yes,early bird,Yes,Taylor Swift
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,22,Engineering: Other,,,53703,41.8781,-87.6298,pineapple,dog,No,early bird,No,Semi-Charmed Life - Third Eye Blind
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,47.6062,-122.3321,pepperoni,dog,No,early bird,Yes,Ultralight Beam- Kanye West
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,Economics,Data Science,53703,31.2304,121.4737,pepperoni,dog,Yes,night owl,Yes,Excuses-- Jay Zhou
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,Economics with a Mathematical Emphasis,,53703,37.7749,-122.4194,pepperoni,dog,Yes,night owl,No,Cigarette Daydreams by Cage the Elephant
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Psychology,Data Science,53719,30.5928,114.3052,pepperoni,cat,Yes,no preference,Yes,Marunouchi Sadistic
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,,Business: Information Systems,,Data Science,53715,41.8781,-87.6298,sausage,dog,No,early bird,Yes,Staying Over by Sam Grow
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Computer Science,,,53706,37.3387,121.8853,basil/spinach,dog,Yes,night owl,Maybe,All Too Well-Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,,Engineering: Industrial,,,53705,47.6,-122.3,green pepper,neither,No,night owl,Maybe,Good Time (Owl City)
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Business: Other,,Data Science,57306,-33.8688,151.2093,sausage,cat,Yes,no preference,No,Time by Pink Floyd
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Business: Information Systems,,Risk Management & Insurance,53703,43.0739,-89.3852,none (just cheese),dog,Yes,night owl,Yes,Heading South by Zack Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Biomedical,//,//,53715,45.7088,-121.5252,Other,dog,Yes,early bird,No,Honeybee - the Head and the Heart
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,20,Mathematics/AMEP,,,53726,44.1495,9.6547,pepperoni,dog,Yes,early bird,No,"John Mayor - Wild Blue
+
+ 
+
+ 
+
+ 
+
+ 
+
+ 
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,23,Engineering: Industrial,,,53715,37.5665,126.978,pepperoni,cat,Yes,night owl,Yes,"Burning Heart, Survivor"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Computer Science," 
+
+ ",Certificate in Data Science,53715,39.483,-106.0463,macaroni/pasta,dog,Yes,night owl,Yes,505 by the Arctic Monkeys
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,21,Business: Actuarial,,Risk Management & Insurance,53703,5.4164,100.3327,none (just cheese),dog,Yes,no preference,Yes,Melancholy Hill - Gorillaz
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Statistics,,,53706,55.6672,12.5512,green pepper,dog,Yes,no preference,Maybe,Pink + White by Frank Ocean
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,23,Business: Finance,ECONOMICS ,FINANCE,53703,-45.0312,168.6626,pineapple,dog,Yes,early bird,No,Kiss Me Through The Phone - Souja Boy
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,economy,no,53703,39,116,sausage,neither,Yes,no preference,Maybe,the nights  Avicii
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Science: Other,Political Science,,53715,45.0813,-93.135,pepperoni,dog,No,night owl,Yes,No Surprises: Radiohead
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Other (please provide details below).,Economics ,Maybe data science,53715,19.076,72.8777,basil/spinach,dog,No,night owl,Yes,none at the moment 
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Mathematics/AMEP,N/A,N/A,53703,38.914,121.6147,macaroni/pasta,cat,No,night owl,Yes,You(=I) by BOL4
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53726,29.9511,-90.0715,pineapple,dog,Yes,night owl,Yes,Margaritaville - Jimmy Buffett
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC001,20,Data Science,,,53715,60.1699,24.9384,pepperoni,dog,No,early bird,Yes,Poison - Alice Cooper
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Statistics,,Economics,53703,22.5431,114.0579,basil/spinach,dog,Yes,early bird,No,Palm Springs-Virginia To Vegas
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,21,Engineering: Other,Materials Science and Engineering,,53703,32.7157,-117.1611,green pepper,dog,No,night owl,No,The Fragrance of Dark Coffee by Noriyuki Iwadare
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Other (please provide details below).,Math,"Econ, CS",53703,39.9042,116.4074,mushroom,dog,No,early bird,Maybe,"Qing tian, Jay Chou"
+COMP SCI 319:LEC003,LEC003,24,Engineering: Other,,,53711,32.4,119.4301,mushroom,cat,Yes,early bird,No,Just the two of us——Jose James
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Poli Sci & History,"Business, Development Economics, Data Science, Public Policy",53715,40.1728,74.006,Other,dog,No,night owl,Maybe,"""The Adults Are Talking"" by The Strokes"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Data Science,,,53706,28.3731,-81.5569,none (just cheese),cat,No,no preference,Maybe,The Story of Us by Taylor Swift
+COMP SCI 319:LEC003,LEC003,24,Other (please provide details below).,Economics,,53703,38.914,121.6147,tater tots,dog,No,no preference,No,Butter—Fly  by わだ こうじ
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Science: Physics,,,53706,52.3676,4.9014,pineapple,cat,No,night owl,Yes,"Orion - Metallica, first section is decent but the entire middle section is the most beautiful piece of music to me and has always been my favorite song ever."
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,39.4821,-106.0487,none (just cheese),cat,No,night owl,Yes,ivy by taylor swift
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,35.6895,139.6917,pepperoni,cat,Yes,night owl,Yes,"Title: The Less I Know the Better
+
+Artist: Tame Impala"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53711,43.7696,11.2558,sausage,dog,No,night owl,Yes,Break My Stride Mattew Wilder
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Other (please provide details below).,Biochemistry,Data Science,53715,34.0522,-118.2437,macaroni/pasta,dog,No,night owl,Yes,Nonsense - Sabrina Carpenter
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Other,,,53706,35.6528,139.8395,pineapple,cat,Yes,night owl,Yes,"Fly me to the moon --- Frank Sinatra
+
+Night Dancer --- imase"
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,39.4784,-106.0443,pepperoni,cat,No,night owl,Yes,Style by Taylor Swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53703,42.3601,-71.0589,pineapple,dog,No,night owl,Yes,Do Not Disturb -Drake
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Mechanical,n/a,n/a,53715,25.7617,-80.1918,pineapple,cat,Yes,night owl,Yes,Chicken Tendies by Clinton Kane
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Biomedical,,,53715,43.0731,-89.4012,sausage,cat,Yes,early bird,Maybe,Mayonaise by The Smashing Pumpkins
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Engineering: Mechanical,,,53706,41.3851,2.1734,mushroom,dog,No,early bird,Yes,Hysteria - Muse
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,,Other (please provide details below).,not declare yet,,53711,37.5665,126.978,mushroom,dog,No,no preference,Maybe,blackpink - pink venom
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Computer Science,,Data Science certificate,53703,44.5012,-88.0611,pepperoni,cat,No,night owl,Maybe,All That by Mac Miller
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53711,51.5074,-0.1278,mushroom,dog,Yes,no preference,Maybe,"""Always There"" -Greta Van Fleet"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,,Computer Science,,,53715,49,50,pepperoni,dog,No,night owl,Maybe,Chandelier - DJ Khaled
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,22,Business: Other,,"consumer behavior & marketpace studies, economics",53703,18.2528,109.5119,mushroom,dog,No,no preference,Yes,"Angel, Mosiah"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,44.0134,-69.3102,Other,cat,Yes,no preference,No,September by Earth Wind and Fire
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,Engineering: Biomedical,,,53706,41.8781,-87.6298,mushroom,dog,No,early bird,Maybe,no option post malone
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Business: Finance,,Information Systems,53703,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Wat's Wrong by Isaiah Rashad
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Other (please provide details below).,"Double major: Finance, Investment, and Banking / Information Systems",,53715,43.6123,-110.7054,pepperoni,dog,No,night owl,Yes,"Looking out for you, Joy Again"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Other (please provide details below).,Economics,Data Science minor,53703,33.8847,-118.4072,pineapple,dog,Yes,no preference,Yes,Boss DJ by Sublime
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,39.9526,-75.1652,mushroom,dog,No,no preference,Maybe,Everybody Wants to Rule the World- Tears for Fears
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,21,Science: Biology/Life,,,53703,30.5728,104.0668,mushroom,cat,Yes,early bird,Yes,"Until I Found You
+
+Stephen Sanchez"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Other (please provide details below).,econ,data science,53703,0,45,pineapple,dog,No,no preference,No,fire on fire Sam Smith
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Engineering: Biomedical,,Data science,53706,43.168,-89.284,basil/spinach,dog,No,night owl,Yes,505 by the artic monkeys
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,20,Other (please provide details below).,Textiles and Fashion Design ,,53703,48.6997,-122.8756,basil/spinach,dog,Yes,night owl,Yes,32 Flavors by Alana Davis 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Science: Biology/Life,,,53706,42.9005,-88.0291,pineapple,dog,No,night owl,Maybe,Regular (English Version)- NCT 127
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Other (please provide details below).,Economics,Spanish,53715,36.1699,-115.1398,mushroom,dog,No,night owl,Yes,
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,I am an undecided freshman major right now. I am thinking about applying to the industrial engineering major or majoring in psychology and legal studies because I have an interest in going to law school. ,,53706,25.7033,-80.2828,none (just cheese),dog,Yes,night owl,Maybe,Lay All Your Love On Me by ABBA 
+COMP SCI 319:LEC003,LEC003,24,Other (please provide details below).,Economics,,53703,40,116,sausage,cat,No,night owl,No,"Play Date
+
+Martinez"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Information Science. Possibly data science certificate.,,53703,48.8566,2.3522,macaroni/pasta,dog,No,night owl,Maybe,Dandelions by Ruth B.
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Computer Science,,,53715,42.1024,-88.0585,pineapple,dog,Yes,night owl,Yes,The Scientist by Coldplay
+COMP SCI 319:LEC004,LEC004,23,Other (please provide details below).,Economics,,53704,39.904,116.407,pineapple,neither,Yes,early bird,Yes,Every song by Jay Chou. A Chinese singer.
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Data Science,,economics,57306,24.4798,118.0894,pepperoni,neither,No,night owl,No,The Hills by The weekend
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Business: Finance,,,53703,43.076,89.3929,pepperoni,dog,Yes,no preference,Yes,"Jake's Piano - Long Island
+
+Zach Bryan"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,Nuclear Engineering,,53703,40.7128,-74.006,Other,dog,Yes,night owl,Maybe,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,,Engineering: Mechanical,,,53703,33.493,-111.9258,pepperoni,dog,No,night owl,Yes,Teguila Shots- Kid Cudi
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Mathematics/AMEP,,,53703,53.3498,-6.2603,none (just cheese),dog,No,early bird,Yes,You Can't Make Old Friend by Kenny Rogers ft. Dolly Parton
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Consumer Behavior and Marketplace Studies,,53703,40.71,-74,none (just cheese),dog,Yes,night owl,Yes,Anything Harry Styles
+COMP SCI 319:LEC004,LEC004,22,Business: Information Systems,,,53703,36.0671,120.3826,pineapple,dog,No,night owl,Maybe,lonely dance
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Engineering: Mechanical,,,53715,44.9212,-93.4688,pepperoni,dog,No,night owl,Yes,Snow (Hey Oh) by Red Hot Chili Peppers
+COMP SCI 319:LEC001,LEC001,23,Computer Science,,,53703,23.1291,113.2644,tater tots,neither,Yes,early bird,Maybe,《lost stars》- Adam Levine
+COMP SCI 319:LEC003,LEC003,22,Other (please provide details below).,Geography  - Geographic Information Science and Cartography,N/A,53715,45.5017,-73.5673,mushroom,dog,No,night owl,Yes,Afterglow - Ed Sheeran
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Other (please provide details below).,Computer Science,Data Science,53706,35.6895,139.6917,sausage,dog,No,night owl,Yes,"Lost in Paradise , Miura Jam"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53715,30.1766,-85.8055,pepperoni,dog,No,early bird,No,"Billie Jean-Micheal Jackson
+
+or
+
+Cum on Feel the Noize-Quiet Riot"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,39.1898,106.8183,pepperoni,dog,No,night owl,Yes,Peach — Sammy Virji 
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,22,Computer Science,,,53703,17.4203,78.4029,mushroom,dog,Yes,no preference,Maybe,Popular (feat. Playboi Carti) by The Weeknd & Madonna
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Data Science,,Computer Science,53705,37.45,-122.2,pineapple,cat,No,early bird,Maybe,Natural - What If
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,pepperoni,dog,Yes,night owl,Yes,All Falls Down by Kanye West
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Mechanical,,,53703,43.0731,-89.4012,Other,dog,Yes,early bird,No,Fishing in the Dark - Nitty Gritty Dirt Band
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Other (please provide details below).,Economics,,53703,22.5431,114.0579,pepperoni,dog,Yes,night owl,No,snowman-sia
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Data Science,,,53706,28.5383,-81.3792,sausage,dog,No,early bird,No,Come On Eileen by Dexys Midnight Runners
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,39,Data Science,xxx,Biomedical Data Science,53713,47.3006,-88.0459,pepperoni,cat,Yes,no preference,Yes,"Our Song, Joe Henry"
+COMP SCI 319:LEC001,LEC001,23,Science: Other,information science,,53718,40.4259,-86.9081,pepperoni,dog,No,no preference,Yes,Young and Beautiful by Lana Del Rey
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Computer Science,,,53703,39.3597,111.5863,pepperoni,dog,No,night owl,Yes,Baby I'm bleeding - Jpeg Mafia
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Engineering: Biomedical,,,57303,41.8,-72,sausage,dog,No,early bird,No,Money - The Drums
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC001,20,Data Science,,Math Econ,53711,48.1376,11.5799,pepperoni,cat,No,no preference,Maybe,FE!N by Travis Scott
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Data Science,,Spanish,53706,44.7666,-85.5946,none (just cheese),dog,Yes,no preference,No,Single ladies - Beyoncé
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53718,40.7584,-73.9843,none (just cheese),dog,Yes,early bird,Maybe,"Spectrum - Florence + The Machine, Calvin Harris"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Computer Science,,,53706,22.3072,73.1812,none (just cheese),neither,Yes,no preference,Maybe,I have no such preference for songs.
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Computer Science,I am a computer science major.,Not Mandatory,53706,25.2048,55.2708,pepperoni,dog,Yes,early bird,No,Titi me pregunto by bad bunny.
+COMP SCI 319:LEC004,LEC004,24,Other (please provide details below).,Econometrics,,53711,24.8801,102.8329,pineapple,cat,No,night owl,Yes,Resting Ground by Christopher Larkin
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,economics,data science,53703,5.4203,100.3119,none (just cheese),cat,No,no preference,Maybe,You give love a bad name bon jovi
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,,Business: Finance,,,53703,52.3702,4.8952,pepperoni,dog,No,night owl,Yes,Radio Ga Ga by Queen.
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Science: Biology/Life,,,53706,-8.6399,115.1402,Other,dog,No,night owl,Yes,Rise  
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Data Science,,,53706,,,pepperoni,dog,No,night owl,Yes,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Biomedical,,Spanish,53715,44.8504,93.7876,pineapple,dog,Yes,night owl,Yes,Nonstop by Drake
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Data Science,,,53711,-33.9249,18.4241,pineapple,dog,Yes,early bird,Yes,Violent Crimes - Kanye West
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Data Science,,Information Systems,53175,28.5383,-81.3792,sausage,dog,No,early bird,No,Come On Eileen by Dexys Midnight Runners
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Mathematics/AMEP,,Psychology,53715,38.9072,-77.0369,pineapple,dog,No,early bird,Yes,Love Story - Taylor Swift
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Engineering: Industrial,N/A,N/A,53711,42.6507,18.0944,pepperoni,dog,Yes,no preference,Yes,Holanda - Jhayco
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53715,40.7128,-74.006,pepperoni,neither,Yes,night owl,Yes,《花海》from 周杰伦；Floral Sea by Jay Chou
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,22,Other (please provide details below).,Mechanical Engineering,Physics,53711,39.7392,-104.9903,pineapple,dog,No,night owl,Yes,"""The Weight of Dreams"" by Greta Van Fleet (modern day copy-cat of Led Zeppelin)"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Mechanical,,,53715,49.7938,-93.1955,mushroom,dog,Yes,night owl,Yes,Hurt Feelings by Mac Miller
+COMP SCI 319:LEC002,LEC002,23,Science: Other,master of science information (data analyst),none,53703,44.0521,-123.0868,sausage,cat,No,night owl,Yes,beside you - keshi
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,21,Statistics,,,53703,44.51,88.01,basil/spinach,cat,No,night owl,Yes,Dunno - mac miller
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,23,Computer Science,,Economics,53715,55.6761,12.5683,sausage,dog,Yes,no preference,Yes,Uden dig - ukendt kunster
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Cellular and Molecular Biology,Japanese,53703,35.3032,139.5657,basil/spinach,dog,No,night owl,Yes,Memories by Maroon 5
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Computer Science,,,53706,37.5326,127.0246,sausage,cat,Yes,no preference,Yes,"Title: Some might say (Oasis) 
+
+ 
+
+ "
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Business: Finance,Finance ,Marketing,53715,64.9631,-19.0208,sausage,dog,No,night owl,Yes,Jump Around by House of Pain
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Other (please provide details below).,Undecided,,53715,41.8781,-87.6298,basil/spinach,dog,No,early bird,Yes,New Beat by Toro y moi
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Other (please provide details below).,Economics,,53818,43,0,sausage,neither,No,night owl,Maybe,None 
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,39.9526,-75.1652,pepperoni,dog,No,night owl,Yes,All the Stars by Kendrick Lamar and SZA
+COMP SCI 319:LEC004,LEC004,22,Computer Science,,,53715,22.5431,114.0579,sausage,cat,No,night owl,Yes,cruel summer!!! Taylor swift!!!
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Accounting,Finance,53715,41.8781,-87.6298,sausage,dog,Yes,night owl,Yes,Change- Bailey Zimmerman
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,Political Science,,53703,41.8781,-87.6298,Other,cat,Yes,early bird,Maybe,"Nashville, TN by Chris Stapleton"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Computer Science,,,53715,22.5886,88.4043,Other,dog,No,no preference,Yes,Elevated - Shubh
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC004,20,Data Science,,,53703,35.9078,127.7669,pepperoni,dog,Yes,early bird,Yes,One Call Away - Charlie Puth
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53703,49.2827,-123.1207,pineapple,cat,No,no preference,Yes,"before he cheats
+
+by carrie underwoods"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,18,Engineering: Biomedical,,,53706,35.6895,139.6917,basil/spinach,dog,Yes,no preference,Yes,Wind Blows - Dreamcatcher
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Engineering: Mechanical,n/a,n/a,53706,43.0517,-89.3427,macaroni/pasta,dog,Yes,no preference,Yes,"title: wonderwall 
+
+artist: Oasis  "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,,Data Science,,,53716,44.5133,-88.0133,green pepper,dog,No,night owl,Yes,Mr. Rager by Kid Audi
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Business: Finance,,"Mathamatics for finance, Economics",53703,24.4798,118.0894,Other,cat,Yes,no preference,Maybe,Not good enough for you-Jay Chou
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Business: Other,Marketing,,53715,43.0389,-87.9065,none (just cheese),cat,Yes,no preference,Maybe,I guess that's why they call it the blues - Elton John
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Data Science,I plan to major in Data science.,no second major,53711,33.6225,113.3418,basil/spinach,dog,No,night owl,Maybe,That Girl by Olly Murs
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,23,Other (please provide details below).,Economics,Political Science,53703,43.0731,-89.4012,pepperoni,cat,Yes,night owl,No,500 Miles
+COMP SCI 319:LEC001,LEC001,30,Engineering: Other,,,53705,-34.4909,-58.4892,pepperoni,dog,Yes,early bird,Maybe,Sweet Child O' Mine - Guns N' Roses
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economic,,53705,31.2304,121.4737,none (just cheese),cat,No,early bird,Yes,Closer by the chainsmokers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Business: Information Systems,,,53706,33.4484,-112.074,none (just cheese),dog,No,no preference,Yes,runaway by Kanye West
+COMP SCI 319:LEC002,LEC002,25,Engineering: Other,,,53705,37.1765,-3.5979,basil/spinach,cat,No,night owl,Maybe,Time of Our life - DAY6
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,21,Science: Biology/Life,,French,53703,44.9019,-93.3388,basil/spinach,dog,Yes,no preference,Yes,Brazil- Declan McKenna
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Data Science,,Economics,53715,43.7696,11.2558,none (just cheese),cat,Yes,night owl,Yes,November Rain Guns N' Roses
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Finance,Econ with data science certificate ,53703,41.3851,2.1734,pepperoni,dog,No,no preference,No,(It goes like) nanana by Peggy Gou
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,38.7223,-9.1393,basil/spinach,dog,Yes,no preference,No,Nice For What by Drake
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Business: Information Systems,,"Supply chain, operation technology managment ",53703,12.4964,41.9028,pineapple,dog,No,night owl,Yes,My favorite song is probably dancing queen by ABBA
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Mechanical,,,53706,47.6775,11.2041,basil/spinach,dog,No,no preference,Yes,Uptown Girl by Billy Joel
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Data Science,,,53703,31.8433,117.2457,Other,dog,No,night owl,Yes,"Title: [Mrs. Shexiang] (https://www.last.fm/music/Phoenix+Legend/_/Mrs.+Shexiang)
+
+Artist: Phoenix Legend"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Data Science,,,53706,55.68,12.58,pepperoni,cat,No,night owl,Maybe,Love Lost - Mac Miller
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,economics BA,,53711,35.6895,139.6917,mushroom,dog,No,no preference,Yes,My favorite song is Favorite Song.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,18,Computer Science,,,53706,45.4642,9.19,pepperoni,cat,No,night owl,Maybe,"****************************
+The Weeknd - Save Your Tears
+****************************"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,31.8089,120.6153,Other,cat,No,no preference,Yes,Blood Type-Viktor Tsoi
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,21,Engineering: Biomedical,,,53703,40.4855,-106.8336,pepperoni,dog,Yes,early bird,Maybe,When it Rains it Pours by Luke Combs
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Business: Finance,,Real Estate,94024,40.7128,-74.006,sausage,dog,Yes,night owl,Maybe,
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Business: Finance,N/A,N/A,53703,1.2,4.2,pepperoni,dog,No,no preference,Maybe,I'm gonna be (500miles) by the proclaimers
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,,Engineering: Mechanical,,,53703,39.6456,-77.4205,pepperoni,dog,No,no preference,Yes,Jimmy Cooks by Drake
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Business: Finance,N/A,Data science,53706,13.8079,108.1094,basil/spinach,dog,No,early bird,Maybe,"Truoc khi em ton tai - Thang
+
+Mirror ball - Taylor Swift"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Science: Other,Environmental Science,,53715,41.8781,-87.6298,green pepper,dog,Yes,night owl,Yes,Black Swan by BTS
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC001,19,Mathematics/AMEP,,,53715,44.79,-89.7,pepperoni,dog,No,no preference,No,I don't have a favorite 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Data Science,Information and data science,,53703,43.0389,-87.9065,pepperoni,dog,No,night owl,Maybe,mayonaise smashing pumpkins
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Other (please provide details below).,My primary major is Economics.,My secondary major is Psychology.  I have declared a certificate in data science.,53703,35.6895,139.6917,pepperoni,neither,No,no preference,Maybe,"Hype boy - New Jeans
+
+Paris in the rain - Lauv
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,21,Data Science,,,53703,32.8328,-117.2713,Other,dog,Yes,night owl,Maybe,The Pale Moonlight - Kid Cudi
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,information science ,data science,53706,41.3851,2.1734,green pepper,dog,Yes,night owl,Yes,Jungle - Drake
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,22,Science: Biology/Life,,,53715,47.0502,8.3093,macaroni/pasta,dog,No,night owl,Yes,Under Pressure by Queen and David Bowie
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Industrial,,,53703,18.0231,-63.0482,Other,cat,No,no preference,No,Could you be loved - Bob Marley 
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Information Science,,53703,49.2827,-123.1207,pepperoni,dog,No,night owl,Yes,tell me what you want - dacelynn
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,21,Statistics,I selected Statistics above.,I am considering double majoring in data science.,53703,60.1699,24.9384,pepperoni,dog,Yes,early bird,Yes,Mrs. Hollywood - Go-Jo
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,I am undecided but planning on potentially majoring in Data Science or at least getting a certificate. ,"I am also potentially majoring in International Studies, but am currently undecided.",53706,37.7749,-122.4194,basil/spinach,dog,Yes,night owl,Maybe,"""The Air That I Breathe"" The Hollies "
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,N/A,N/A,53706,43.0389,-87.9065,pepperoni,dog,Yes,early bird,Yes,Jungle by Andre Nickatina. Its Christian Yelich's walk up song.
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Business: Finance,,Psychology,53715,51.5074,-0.1278,basil/spinach,cat,No,night owl,Yes,Daydreaming by Harry Styles
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,Mech E,,53715,41.1579,-8.6291,basil/spinach,dog,No,night owl,Yes,Zach Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Data Science,,,53706,19.64,-156,pepperoni,dog,Yes,night owl,Yes,From Time by Drake
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Business: Actuarial,,Data Science,53706,43.485,-89.754,mushroom,neither,No,night owl,Yes,"New Romantics, Taylor Swift"
+COMP SCI 319:LEC001,LEC001,22,Other (please provide details below).,Information Science,No,53703,31.23,121.47,mushroom,dog,No,night owl,Maybe,"Artist: BLACKPINK, Title: Shut Down"
+COMP SCI 319:LEC001,LEC001,22,Other (please provide details below).,Information science,,53703,31.23,121.47,mushroom,dog,No,night owl,Yes,"Song: Shut Down, Artist: Black Pink"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Engineering: Mechanical,,,53706,47.6062,-122.3321,pineapple,dog,Yes,early bird,No,Flashing Light by Kanye West
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Engineering: Mechanical,,,53714,45.8713,-89.7116,pepperoni,cat,Yes,night owl,Yes,Africa by Toto
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Science: Physics,,,53726,60.39,5.32,mushroom,dog,Yes,night owl,Yes,Heat Above by Greta Van Fleet
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,21,Other (please provide details below).,Genetics and Genomics,,53703,36.7234,25.2822,basil/spinach,dog,Yes,early bird,Maybe,Kiss of Venus - Dominic Fike
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Other (please provide details below).,Data Science and Mathematics ,,53706,40.7128,-74.006,pepperoni,dog,No,night owl,Yes,Heart Throb - Pritam 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Business: Finance,,,53703,41.8818,-87.8367,pepperoni,dog,No,night owl,No,"Boogie Wonderland by Earth, Wind, and Fire and The Emotions"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Legal Studies major,,10075,40.7131,-74.0072,pepperoni,dog,Yes,no preference,Yes,Dancing in the Moonlight
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Computer Science,,,53703,43.0731,-89.4012,pineapple,cat,No,no preference,Yes,Hits Different - Taylor Swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Data Science,,,53715,45.4642,9.19,pineapple,dog,No,night owl,Yes,Passionfruit - Drake
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,,Computer Science,,Data Science,53715,25.2345,110.18,mushroom,cat,No,night owl,Maybe,Midsummer Madness by 88rising
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Engineering: Industrial,,,53706,60.8525,7.1136,pepperoni,dog,Yes,no preference,No,Boulevard of Broken Dreams by Green Day
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Engineering: Industrial,,,53715,51.5074,-0.1278,none (just cheese),dog,No,night owl,Yes,"unruly NSG,Meeks"
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Data Science,,Global Health,53715,18.58,-68.41,macaroni/pasta,cat,Yes,early bird,Yes,"November Rain, Guns N' Roses"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,44.5004,-88.0613,pepperoni,cat,Yes,early bird,Maybe,"""Take It Easy"", Eagles"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,21,Science: Biology/Life,,,53590,59.9,10.7,macaroni/pasta,cat,Yes,early bird,Yes,Trouble by Elvis Presley
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Engineering: Mechanical,,,53703,44.5133,-88.0133,pepperoni,dog,No,early bird,No,Revival by Zach Bryan 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,,Business: Information Systems,,,53590,45.5017,73.5674,pepperoni,neither,Yes,night owl,Maybe,Teeth by 5 Seconds of Summer (please do play this one sometime!)
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Engineering: Mechanical,,,53706,47.227,-88.164,pineapple,cat,No,night owl,Yes,stacy's mom by fountains of wayne
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Other (please provide details below).,Undecided,,53706,42.3314,-83.0458,pepperoni,dog,No,night owl,Maybe,Always Forever by Cults
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Mechanical,,,53715,36.3719,-94.2027,mushroom,dog,Yes,early bird,No,At the Beach by the Avett Brothers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Other (please provide details below).,Economics,,53703,41.9028,12.4964,pepperoni,dog,Yes,night owl,Yes,Free bird - lynyrd skynyrd
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Other (please provide details below).,Behavioral Economics,"Mathematics, Data Science Minor",53715,42.3601,-71.0589,basil/spinach,dog,Yes,early bird,No,Sitting on Top of the World - Burna Boy
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Engineering: Mechanical,,,53706,34.4208,-119.6982,pineapple,dog,No,early bird,Maybe,snooze by SZA
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53706,42.584,-87.82,pepperoni,dog,Yes,no preference,Maybe,Outside- Calvin Harris
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Business: Other,,,53703,37.1324,24.815,pepperoni,dog,No,night owl,Yes,Thunder by Imagine Dragons 
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53703,44.79,-89.723,pepperoni,dog,No,no preference,No,Eye of the Tiger
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Engineering: Mechanical,,,53703,-33.9249,18.4241,pepperoni,dog,No,no preference,Yes,The Adults Are Talking - The Strokes
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Science: Other,My primary major is Atmospheric and Oceanic Science.,I am considering double majoring in either Environmental Studies or Math. ,53715,40.5853,-105.0844,none (just cheese),dog,Yes,no preference,Yes,"""Tidal"" Noah Kahan"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Mechanical,,,53703,41.9,-87.6,pepperoni,dog,No,night owl,No,Revival by Zach Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC002,20,Other (please provide details below).,Economics.,Data Science.,53703,44.972,-93.51,pepperoni,dog,Yes,night owl,Maybe,Broken Clocks by SZA.
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Other (please provide details below).,Economics and Data Science,,57315,42.6256,-71.3853,pepperoni,dog,Yes,night owl,Yes,Style by Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Data Science,-,Econ ,53711,1.3521,43.0731,mushroom,dog,Yes,early bird,Maybe,low-key - Nikki
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Computer Science,,,53703,61.2114,-149.7313,mushroom,cat,Yes,night owl,No,"""I Wonder"" by Kanye West"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Mechanical,,,53726,46.5436,-87.3954,basil/spinach,cat,Yes,night owl,Yes,"Snow, Red Hot Chili Peppers "
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,,Engineering: Mechanical,,,53715,43,-89.3,pepperoni,dog,No,night owl,Yes,"FIEN, Travis Scott"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Mathematics/AMEP,,Statistics,53715,27.2195,78.0216,Other,neither,No,night owl,Yes,Taylor Swift- Style
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Science: Physics,n/a,n/a,53706,31.2304,121.4737,mushroom,cat,No,night owl,Yes,"Concorde -- Black Country, New Road"
+COMP SCI 319:LEC001,LEC001,,Other (please provide details below).,economics,no,53705,39.9042,116.4074,mushroom,cat,Yes,night owl,Yes,What you mean to me -- Matthew Morrison/Laura Michelle Kelly
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC003,18,Engineering: Industrial,n/a,n/a,53706,1.3521,103.8198,pepperoni,dog,Yes,night owl,Yes,When the Day is Done by Grent Perez
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Science: Biology/Life,,,53719,51.5074,-0.1278,Other,cat,No,night owl,Maybe,Father Time - Kendrick Lamar
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Business: Other,Business related but undecided.,n/a,53706,37.5326,127.0246,mushroom,dog,No,night owl,Yes,"New Jeans - ETA
+
+New Jeans - OMG"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,42.2387,-87.9596,pepperoni,neither,Yes,night owl,Maybe,Laugh Now Cry Later - Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,21,Data Science,,,53703,43.4714,-110.7688,sausage,dog,Yes,night owl,Yes,My Old School - Steely Dan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Mechanical,,,53715,43.07,-89.4,sausage,dog,No,no preference,Maybe,I Hope That's True by Morgan Wallen
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,,Other (please provide details below).,Undecided.,,53706,35.6895,139.6917,sausage,cat,No,night owl,Yes,Stitches-Shawn Mendes
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Business: Finance,Finance,Information Systems,53718,43.6511,-79.347,sausage,dog,No,night owl,Maybe,Over by Drake
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Science: Biology/Life,,Data Science,53715,13.7563,100.5018,pepperoni,dog,No,night owl,Yes,Hurricane Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Business: Finance,,,53715,50.0755,14.4378,pepperoni,dog,No,night owl,Yes,Nonstop by Drake
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,22,Science: Biology/Life,,"Data Science, BS",53703,37.5683,126.9978,pepperoni,cat,No,night owl,No,'Mourning' - Post Malone
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,20,Data Science,,,53703,37.44,25.37,pepperoni,cat,No,night owl,Yes,Spotless- Zach Bryan ft. The Lumineers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Business: Finance,,Business: Information Systems,53715,52.3702,4.8952,Other,cat,No,early bird,Yes,As It Was by Harry Styles
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Data Science,,,53703,24.4882,54.3773,none (just cheese),cat,No,night owl,Yes,
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Computer Science,,,53703,42.9856,-88.0761,Other,dog,No,night owl,No,"Aries - Fools gold
+
+ "
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,20,Data Science,,,53703,33.4484,-112.074,mushroom,cat,No,night owl,Yes,fire burning -sean kingston 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,53715,40.7128,-74.006,none (just cheese),dog,No,early bird,Yes,"Ordinaryish People, by AJR"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,22,Other (please provide details below).,"Economics, with data science certificate.",,53711,34.7466,113.6253,pepperoni,cat,Yes,no preference,Maybe,"One Last Kiss, by Utada Hikaru"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Data Science,,,53726,43.2815,-88.4091,sausage,dog,No,night owl,No,Normal Girl by SZA
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Engineering: Industrial,,,53703,39.6349,-106.5283,pepperoni,dog,Yes,night owl,Yes,Dark Necessities by The Red Hot Chilli Peppers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Mathematics/AMEP,,Statistics,53706,31.2304,121.4737,sausage,cat,Yes,early bird,Yes,Scared 2 be Lonely--Lil Tjay
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,,Computer Science,,Data Science,53715,42.3601,-71.0589,sausage,dog,No,night owl,Yes,The Ladder - Margolnick
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Data Science,,Economics,53706,60.1282,18.6435,Other,dog,No,night owl,Maybe,Smells like teen spirit-Nirvana & Pretender- Foo Fighters (I'm never able to select my most favourite out of these two)
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,,Other (please provide details below).,Atmospheric and Oceanic Studies,,53726,44.447,88.889,pepperoni,dog,No,night owl,Yes,Julia - Mt. Joy
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Data Science,,,53706,47.3886,-88.0226,pepperoni,dog,Yes,night owl,Maybe,"""Need 2"" by Pinegrove"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC004,19,Science: Other,,,53703,29.4316,106.9123,mushroom,neither,No,night owl,No,“FIREWORK” by &TEAM
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,44.5133,-88.0133,pineapple,dog,Yes,early bird,Yes,At the End of the Day -Wallows
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,,Data Science,,,53713,3.139,101.6869,basil/spinach,cat,Yes,no preference,Yes,Lady Gaga - Bad Romance
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Other (please provide details below).,Economics,N/A,53703,42.3601,-71.0589,basil/spinach,dog,No,night owl,Maybe,Revival - Zach Bryan
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,dog,No,night owl,Yes,"""Passionfruit"" by Drake"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Engineering: Mechanical,,,53706,46.8108,-90.8182,pepperoni,dog,No,night owl,Maybe,"""My Hero"" by Foo Fighters "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334, COMP SCI 220:LAB331",LEC003,18,Engineering: Mechanical,,,53706,25.3176,82.9739,pepperoni,dog,Yes,early bird,Maybe,"Safe and Sound, by Capital cities"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Languages,N/A,N/A,53706,12.9716,77.5946,basil/spinach,cat,Yes,night owl,No,baseball - Hippocampus
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Data Science,,,53706,42.3601,-71.0589,sausage,dog,Yes,night owl,Yes,Free Bird- Lynyrd Skynyrd
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,40.7128,-74.006,none (just cheese),dog,No,night owl,Yes,Father Stretch My Hands - Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Data Science,,,2038,,-71.0589,pepperoni,dog,Yes,night owl,Yes,Free Bird- Lynyrd Skynyrd
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Mathematics/AMEP,,"Statistics, B.S.",53703,30.2741,120.1551,none (just cheese),dog,Yes,night owl,Maybe,Careless Whisper by Wham!
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Other,Material Science and Engineering,,53706,47.608,-122.3352,sausage,dog,No,night owl,Maybe,"************
+Sixteen Tons
+************
+
+Geoff Castellucci
+
+ "
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,I am an economics major.,I may double major in data science but for now it is a minor.,53703,40.4987,-111.8188,green pepper,cat,No,night owl,Yes,Walking On A Dream by Empire of The Sun.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Other (please provide details below).,economics,,53706,45.0938,-93.4976,Other,dog,No,no preference,Maybe,Drift Away - Uncle Kracker
+COMP SCI 319:LEC004,LEC004,23,Science: Other,Economics,nope,53703,41.7407,123.4399,pepperoni,cat,No,night owl,No,Kiss Goodbye
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,22,Business: Finance,,,54143,37.3891,-5.9845,pepperoni,dog,Yes,early bird,No,The House of the Rising Sun - The Animals 
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,46.5,-94.3,sausage,dog,No,night owl,Yes,As She's Walking Away by Zac Brown Band
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Engineering: Mechanical,,,53703,40.7128,-74.006,pepperoni,dog,Yes,night owl,Yes,"Junio, Maluma
+
+ "
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Engineering: Biomedical,,,54636,41.8781,-87.6298,mushroom,dog,No,early bird,Yes,Cherry by Harry Styles
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53597,44.7866,20.4489,macaroni/pasta,cat,No,night owl,Yes,bad dream baby - hippo campus
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Other (please provide details below).,Economics ,N/A,53703,43,-89,sausage,dog,No,early bird,Maybe,Cough Syrup - Young the Giant 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Engineering: Biomedical,,,53706,40.7865,-74.3921,sausage,dog,No,night owl,Yes,"Fancy
+
+Drake"
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Engineering: Mechanical,,,53706,-8.6786,115.4556,pepperoni,dog,Yes,no preference,Maybe,Hotel California-Eagles
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Engineering: Mechanical,,,53703,40.7131,-74.0072,pineapple,dog,Yes,night owl,Yes,Freestyle by Lil Baby 
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,Deciding between Biology and Biomedical Engineering,,53706,45.2658,-111.3003,pepperoni,dog,No,night owl,No,Best of You by the Foo Fighters
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,20,Other (please provide details below).,Economics (Minor in Data Science),,53715,43.0722,-89.4012,sausage,dog,Yes,night owl,No,Art of Living - Mat Kerekes
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,51.5035,-0.1278,macaroni/pasta,neither,No,night owl,Yes,Movin' Out by Billy Joel
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53703,40.7128,-74.006,pepperoni,dog,No,night owl,Yes,I Know - Travis Scott
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Science: Physics,NA,Currently in astrophysics but trying to transfer into the school of Engineering for Mechanical Engineering. ,53703,21.3069,-157.8583,sausage,cat,Yes,no preference,Maybe,"It's my Life, Bon Jovi"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,,Computer Science,,Maybe majoring in data science but I might minor it.,53706,60.1282,18.6435,none (just cheese),cat,No,no preference,Yes,Mad at the World - Heffron Drive
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Science: Physics,,,53706,44.9778,-93.265,basil/spinach,cat,No,night owl,Yes,Out of My League - Fitz and the Trantrums
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,20,Business: Other,,,53726,43,-89,pepperoni,neither,No,no preference,Maybe,post malone
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,21,Computer Science,,,53705,31,121,pepperoni,cat,No,night owl,Yes,Something Just Like This - The Chainsmokers & Coldplay
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Economics and Data Science.,,53703,26.6141,-81.8258,pepperoni,dog,Yes,night owl,Maybe,"Sweet Caroline, Neil Diamond"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,25,Other (please provide details below).,Zoology Major,n/a,53719,41.8781,-87.6298,basil/spinach,dog,No,night owl,Yes,"Dirty Little Secret
+
+Song by The All-American Rejects"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,39,116,mushroom,cat,Yes,night owl,Maybe,see you again
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,41.8781,-87.6298,pepperoni,dog,Yes,no preference,Yes,Fear and Fridays - Zach Bryan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Data Science,,,53706,40.7128,-74.006,pepperoni,dog,No,early bird,Maybe,Holy Ground by Taylor Swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53703,41.8781,-87.6298,mushroom,dog,No,no preference,No,"Wish You Were Here - Pink Floyd
+
+ "
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,53715,38.5733,-109.5498,pineapple,dog,No,early bird,No,Don't You Worry Child by Swedish House Mafia
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53715,46.2044,6.1432,sausage,dog,Yes,no preference,No,"""Woods"" by Mac Miller"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Other (please provide details below).,"Economics major, data science minor ",,53703,38.4187,27.1296,green pepper,cat,Yes,no preference,No,Piano Man by Billy Joel
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,18,Engineering: Industrial,,,53705,24.7136,46.6753,pepperoni,dog,Yes,early bird,No,"Mohammed Abdu- Artist
+
+Wienak ya darb al mahaba"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,40,Data Science,"Data Science is my primary major.
+
+I am a returning student.  My past Major was AMEP.  Data Science majors didnt exist then.  It fits better with what I was working towards.  I love probablility and statistics.",NA,53705,43,88,sausage,cat,Yes,no preference,No,"Moonlight Sonata Movement #1 played on the piano vs the radio while it rains or at night with the windows open is awesome!!!!!!
+
+ 
+
+ 
+
+ 
+
+Movement #3 will blow your mind.
+
+ 
+
+If you dont like any of those, louisiana harmonica is good."
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Engineering: Industrial,NA,NA,53703,45.8733,-63.5841,pepperoni,cat,No,early bird,Maybe,"Revival, Zach Bryan "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Other (please provide details below).,"Still deciding from Mathematics, Statistics, and Economics.",,53706,39.9042,116.4074,sausage,neither,Yes,early bird,Maybe,"Title: Croatian Rhapsody
+
+Artist: Tonci Huljic"
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Science: Other,Nursing,Global Health minor ,53706,43.8376,10.4951,pepperoni,dog,Yes,night owl,Maybe,Gimme! Gimme! Gimme! by ABBA
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Data Science,,Economics (Math Emphasis) or Math for Econ and finance (still thinking),53706,55.7558,37.6173,pepperoni,dog,No,no preference,Maybe,Safe and Sound by Capital Cities
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Science: Other,Atmospheric and Oceanic Sciences,,53711,48.8566,2.3522,pineapple,dog,Yes,night owl,Maybe,Lady May by Tyler Childers
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,43.0742,89.3838,macaroni/pasta,dog,Yes,night owl,Yes,Little Wing - Jimi Hendrix
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53711,43.0731,-89.4012,sausage,dog,Yes,night owl,Yes,"Encore by the Red Hot Chili Peppers
+
+ "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Other (please provide details below).,undecided,,53703,40.7306,73.9352,basil/spinach,dog,No,night owl,Yes,"Erase Me, Lizzie McAlpine"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53726,45.5152,122.6784,pepperoni,dog,Yes,night owl,Yes,Pennies - Smashing Pumpkins
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,,Engineering: Industrial,,,53715,44.4047,8.9291,sausage,dog,Yes,early bird,Yes,"You Don't Love Me (No, No, No) - Dawn Penn"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,21,Business: Actuarial,,Risk Management & Insurance,53715,40.7128,-74.006,pepperoni,dog,Yes,early bird,No,"""What You Know"" by Two Door Cinema Club"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC003,18,Data Science,,,53706,18.7897,98.9844,pineapple,dog,No,night owl,Yes,"One of my favorite songs is ""Bahamas"" by HARBOUR. "
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,17,Computer Science,,,53704,43.0739,-89.3852,pepperoni,dog,Yes,night owl,Maybe,Bang Bang - K'NAAN
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,nuclear engineering,.,53715,47.6,-122.33,sausage,dog,Yes,night owl,Yes,"smells like teen spirit 
+
+-nirvana"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,53703,39.0742,21.8243,mushroom,dog,No,night owl,Yes,Cardigan - Don Toliver
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Business: Other,"Other: Accounting
+
+ ",Business- Information Systems,53726,51.5074,-0.1278,none (just cheese),dog,Yes,early bird,No,Abba- Dancing Queen
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Science: Biology/Life,I am planning to major in neurobiology.,"Data Science
+
+total 2 majors. Neurobiology and Data Science.",53706,36.9741,-122.0288,none (just cheese),cat,Yes,no preference,Maybe,Learn To Fly - Foo Fighters
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,42.3601,-71.0589,pepperoni,cat,No,night owl,Maybe,Show No Regret by Daniel Caesar
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,17,Engineering: Mechanical,,,53706,57.6202,-133.2372,pineapple,dog,No,night owl,Maybe,I Wanna Dance with Somebody by Whitney Houston
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,21,Science: Other,Atmospheric and Oceanic Sciences,N/A,53726,42.7,-89.8679,none (just cheese),cat,No,night owl,Maybe,Might Be Right - White Reaper
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics ,N/a,53703,25.1931,55.279,pepperoni,neither,No,early bird,No,6th Sense-Kodak Black
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Data Science,,,53706,40.4168,-3.7038,basil/spinach,dog,Yes,early bird,No,Polaris Remix Saiko ft. Mora Feid Quevedo
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,42.3601,-71.0589,pineapple,cat,No,night owl,Yes,"zz melt - Jagger Finn
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Data Science,,,53703,44.7394,-93.1258,pepperoni,dog,No,night owl,No,"Self Care, Mac Miller"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Other (please provide details below).,international studies,,53703,41.3851,2.1734,pineapple,dog,Yes,no preference,Yes,"American Pie, Don Mclean"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,53706,43.039,-87.906,pepperoni,neither,No,no preference,Yes,Flashing Lights - Kanye West
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Engineering: Industrial,N/A,N/A,53715,88.384,43.0058,pepperoni,dog,Yes,night owl,Maybe,"Stick Season 
+
+Noah Kahan"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC003,19,Data Science,,,53713,35.6895,139.6917,sausage,cat,No,night owl,Yes,Its You by Keshi
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Data Science,,,53715,45.9141,-89.2558,mushroom,dog,No,no preference,Yes,"Making Eyes by Archers. Madison based metalcore band! (beware of the screamo sections to some of their songs, lol)"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,18,Engineering: Biomedical,,,53706,22.9068,43.172,mushroom,dog,Yes,early bird,Maybe,Out of Reach- BoywithUke
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,21,Business: Actuarial,,Risk Management & Insurance,53703,43.0731,-89.4012,green pepper,dog,Yes,early bird,No,Layla by Eric Clapton
+COMP SCI 319:LEC004,LEC004,24,Other (please provide details below).,Econ,,53703,39.9042,116.4074,pineapple,neither,No,night owl,Maybe,"Savage Daughter  
+
+Sarah Hester Ross"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,cat,No,night owl,Yes,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Business: Finance,,,53703,40.7128,-74.006,pineapple,dog,No,night owl,Yes,FE!N- Travis Scott
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Business: Finance,,I am doing a data science certificate and planning on a double major in information systems.,53703,41.8781,-87.6298,mushroom,dog,No,early bird,No,"Hozier 
+
+Cherry Wine"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics,,53711,21.3069,-157.8583,sausage,dog,Yes,night owl,Yes,I KNOW ? - Travis Scott
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,18,Engineering: Industrial,,,55337,48.8566,2.3522,mushroom,dog,No,night owl,Yes,The Other Side of the Door - Taylor Swift
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,17,Data Science,None,Biology,53706,52.3702,4.8952,Other,dog,Yes,early bird,No,Counting Stars by One Republic
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Computer Science,,,53703,1.3521,103.8198,pineapple,cat,Yes,night owl,Maybe,Someone Like You by Adele 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53726,44.988,-87.243,sausage,dog,No,early bird,No,Chattahochee by Alan Jackson
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Industrial,,,53705,23.5859,58.4059,pepperoni,neither,No,no preference,Maybe,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,,Data Science,,Economics,53706,1.3521,103.8198,mushroom,cat,No,night owl,Yes,Cupid by Fifty Fifty
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Business: Other,Marketing,,53703,41.3851,2.1734,basil/spinach,dog,No,no preference,No,What is Love by Haddaway
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Data Science,,,53706,43.1132,-87.9997,sausage,cat,Yes,early bird,Yes,Viva la Vida by Coldplay
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Other (please provide details below).,Urban Studies,,53715,37.9838,23.7275,pepperoni,cat,No,no preference,No,Eat The Rich by Aerosmith
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Engineering: Mechanical,,,53715,41.8781,-87.6298,pepperoni,dog,Yes,no preference,Yes,"""If I Know Me"" by Morgan Wallen"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Engineering: Industrial,,,53706,18.3288,-66.9713,pineapple,dog,No,night owl,No,Dancing Queen - Abba
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Industrial,,,53706,43.0739,-89.3852,pepperoni,dog,No,no preference,Maybe,Be Happy by 347aidan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Science: Biology/Life,,,53726,30.2741,120.1551,pepperoni,cat,No,night owl,Maybe,N/A. I don't have a favorite song.
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,17,Data Science,,,53706,39.9042,116.4074,sausage,dog,No,night owl,No,"Red Eye 
+
+Justin Bieber"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Engineering: Mechanical,,,53706,40.7128,-74.006,Other,dog,Yes,night owl,Maybe,September by Earth Wind and Fire
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Other (please provide details below).,Psychology,,53706,45.9857,-123.9082,pepperoni,dog,No,early bird,No,"""Stay"" by Post Malone"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Computer Science,,,53711,43.0739,-89.3852,Other,dog,No,night owl,Yes,Little Wing by Jimi Hendrix
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Mathematics/AMEP,,English - Creative Writing,53715,41.8661,-88.107,pepperoni,neither,No,early bird,Maybe,Unending Stream of Life -- David Maslanka
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,17,Data Science,,,53711,32.2259,35.2549,none (just cheese),cat,No,night owl,No,Dakiti - Bad Bunny
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,17,Other (please provide details below).,Computer Science,"Along with CS, I plan to do Data Science, and maybe a certificate on Marketing.",53706,29.1523,48.1212,mushroom,dog,Yes,early bird,Maybe,Dance Monkey - Tones and I
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,20,Business: Finance,,"Economics, Information Systems",53703,43.0731,-89.4012,pepperoni,dog,No,night owl,No,White Room - Cream
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Industrial,N/A,N/A,53706,51.1785,-115.5743,none (just cheese),cat,No,night owl,Yes,green light by lorde
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Science: Physics,,"Data Science, Mathematics",53706,25.2048,55.2708,pepperoni,dog,Yes,night owl,No,AM Gold by Train
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC001,20,Engineering: Mechanical,,,53925,55.9533,-3.1883,pepperoni,cat,No,early bird,Yes,Wonderwall by Oasis 
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC002,19,Other (please provide details below).,economics,,53703,33.6052,-117.8886,pepperoni,dog,No,early bird,Maybe,23 chayce beckham
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Mathematics/AMEP,,,53703,45.374,-84.9556,basil/spinach,dog,Yes,night owl,Maybe,Fire and Rain by James Taylor
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Other (please provide details below).,Atmospheric and Oceanic Science,Mathematics ,53715,45.2464,-93.3028,Other,dog,Yes,early bird,Maybe,Mr. Blue Sky by Electric Light Orchestra
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Computer Science,N/A,N/A,53715,43.0731,-89.4012,sausage,dog,No,night owl,Maybe,What You Know - Two Door Cinema Club
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,18,Statistics,,,53706,44.3,-88.4,pepperoni,dog,Yes,early bird,Maybe,"Sing About me, I'm dying of thirst by Kendrick Lamar"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,22,Business: Actuarial,,"Finance, Risk Management and Insurance",53715,40.015,-105.2705,pepperoni,dog,No,night owl,Yes,Sweet Child O' Mine
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Data Science,,,53711,37.664,127.9,pepperoni,dog,Yes,night owl,Yes,Never go wrong
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,53706,48.8566,2.3522,pepperoni,dog,No,night owl,Yes,moonwalking in the Calabasas by ddg.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC004,20,Engineering: Mechanical,,,53703,39.9481,-74.077,sausage,dog,No,night owl,Yes,Set fire to the rain - Adele
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,18,Data Science,,,53706,25.1204,121.5103,pineapple,cat,No,early bird,No,Studio Ghibli movie music
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Business: Information Systems,NA,Real Estate,53703,18.3368,-64.7281,mushroom,cat,Yes,no preference,Yes,"You Proof, Morgan Wallen"
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC001,18,Engineering: Mechanical,,,53706,63.4195,-18.9986,none (just cheese),dog,Yes,no preference,Yes,Ticking by Zach Bryan
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,18,Science: Biology/Life,,,53706,45.2646,-111.2533,pineapple,dog,Yes,early bird,No,Romeo and Juliet by the Dire Straits
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,37.7654,-122.4511,pepperoni,dog,No,early bird,No,All I Do - Stevie Wonder
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Astronomy/Physics,Physics,53711,43.0731,-89.4012,Other,dog,Yes,night owl,Maybe,Bank Account 21 Savage
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,Idk if this counts but I'm doing the game design certificate,53706,38.9072,-77.0369,pepperoni,cat,No,night owl,Maybe,Osmosis by Good Kid
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Industrial,,,53703,40.4168,-3.7038,sausage,dog,Yes,early bird,No,Pepas by farruco
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,,Data Science,,Statistics,53706,47.1212,-88.5645,pepperoni,dog,No,early bird,Maybe,Party in the USA
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Engineering: Industrial,,,53706,43.6047,1.4442,Other,dog,Yes,night owl,Yes,Cigarettes out the window-Tv Girl
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Engineering: Mechanical,,Business ,53703,27.0993,-82.4315,pepperoni,dog,Yes,no preference,Yes,Island In The Sun
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Science: Biology/Life,,,53706,64.9631,-19.0208,mushroom,cat,No,night owl,Maybe,cardigan - Taylor Swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,,Other (please provide details below).,Journalism,,53706,41.3974,2.13,pepperoni,cat,Yes,no preference,Maybe,Maps - Yeah Yeah Yeahs
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,,Other (please provide details below).,Economics,,53703,47.608,122.3352,Other,cat,Yes,night owl,Yes,Revival Zach Bryan
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Statistics,Mathematics,,53706,50.8476,4.3572,pepperoni,dog,Yes,early bird,Maybe,"New Person, Same Old Mistakes - Tame Impala"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC002,19,Computer Science,N/A,N/A,53706,37.8715,112.5512,sausage,neither,Yes,no preference,Maybe,N/A
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,35.9802,-75.6421,sausage,dog,No,early bird,Yes,Gypsy - Fleetwood Mac
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Engineering: Mechanical,,,53726,45.4408,12.3155,sausage,dog,No,night owl,Yes,Sultans of Swing by Dire Straights
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,40.7128,-73.9352,pepperoni,dog,Yes,night owl,Yes,Virtual Insanity - Jamiroquai
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,39.6403,-106.3709,sausage,dog,Yes,no preference,Maybe,Whiskey Friends by Morgan Wallen
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Engineering: Mechanical,,,53711,39.1907,-106.8192,Other,neither,No,early bird,No,Try that in a small town - Jason Aldean
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Other (please provide details below).,Undecided,,53703,40.7721,-73.9578,none (just cheese),dog,No,night owl,Yes,Company by Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Data Science,,,53706,41.2974,-96.6059,sausage,dog,Yes,night owl,Yes,m.y l.i.f.e. J cole 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Mechanical,,,53703,-33.9014,151.0576,pepperoni,dog,No,no preference,Yes,Zach Bryan - Revival 
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC001,21,Business: Actuarial,,statistics ,53703,23.1291,113.2644,pineapple,dog,Yes,night owl,Yes,love story Taylor swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Other (please provide details below).,I am currently undecided but I am seriously considering Data Science at the moment.,,53715,48.7786,2.45,Other,dog,Yes,night owl,Yes,My Eyes - Travis Scott
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC004,20,Science: Biology/Life,,,53703,-81.7136,-109.3253,pineapple,neither,No,no preference,Maybe,"capybara song
+
+just search it and you will find"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Computer Science,,,53715,41.8781,-87.6298,none (just cheese),dog,No,no preference,No,Too comfortable - Future
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Other,Civil Engineering,Spanish,53715,43.0731,-89.4012,pepperoni,dog,Yes,night owl,Maybe,Aint no mountain high enough - Marvin Gaye
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,22,Computer Science,,Data Science,53703,23.1291,113.2644,basil/spinach,cat,No,night owl,Yes,Bohemian Rhapsody - Queen
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53715,49.1747,-123.0194,green pepper,dog,No,night owl,Yes,"Gangsters Paradise
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Science: Other,Double majoring in Biochemistry and Data Science.,"Data Science, Biochemistry ",53703,32.7157,-117.1611,Other,dog,Yes,night owl,Yes,Don't Stop; Fleetwood Mac
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Biomedical,,,53715,43.0389,-87.9065,sausage,dog,No,early bird,Maybe,505 - Artic Monkeys
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Engineering: Industrial,,Business,53706,46.2388,-97.3636,sausage,dog,No,night owl,Maybe,Solo - Future
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Computer Science,,Data Science,53715,41.8781,-87.6298,Other,cat,No,night owl,Yes,Heartless by The Weeknd
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Statistics,,"Econ, Statistics",53706,55.9502,-3.1875,sausage,dog,Yes,night owl,Yes,Demons by Imagine Dragons
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Computer Science,,My second major is Data Science. My minors are Consulting and Leadership.,53711,34.0522,-118.2437,macaroni/pasta,cat,No,night owl,Yes,Consume by Chase Atlantic
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53706,41.9028,12.4964,sausage,dog,Yes,night owl,Yes,Secrets by The Weekend 
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Business: Finance,,"Finance, Real Estate",53706,38.8707,-106.9809,sausage,dog,Yes,night owl,Maybe,Look after you - The Fray
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Engineering: Mechanical,,,53715,38.9828,-76.8819,basil/spinach,neither,No,night owl,Maybe,The Vampire Masquerade by Peter Gundry
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Engineering: Other,,,53713,43.0663,-89.4049,pepperoni,dog,No,night owl,Yes,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Mechanical,1,1,53711,37,-122,sausage,cat,No,night owl,Yes,For Whom the Bell Tolls by Metallica
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Data Science,,,53706,55.6761,12.5683,sausage,cat,No,no preference,Maybe,Poe Mans Dreams by Kendrick Lamar
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,,Data Science,,,53703,43,87,sausage,dog,Yes,night owl,Maybe,Better ma. By Pearl jam
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,23,Other (please provide details below).,Information Science,,53703,32.0853,34.7818,pepperoni,dog,No,early bird,No,Funkytown by Lipps
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC001,19,Business: Actuarial,,,53703,48.86,2.35,pepperoni,cat,No,night owl,Yes,imperial - j^p^n
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Data Science,,Statistics,53706,22.3964,114.1095,basil/spinach,neither,No,no preference,Maybe,"""Put Your Records On"" by Corinne Bailey Rae"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Other,Engineering Physics,,53703,44.9204,-93.2802,basil/spinach,dog,Yes,early bird,No,Houdini - Foster the People
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Data Science,,,53703,40.4168,-3.7038,basil/spinach,dog,No,night owl,Yes,19.10 by Childish Gambino
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Data Science,,data science,53703,56,51,mushroom,cat,No,night owl,Maybe,"too many night, metro boomin"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Other (please provide details below).,My major is Economics with Mathematics Emphasis (BS),N/A,53705,51.5074,-0.1278,green pepper,dog,Yes,early bird,Maybe,"English language
+
+Return of the Mack by Mark Morrison
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Engineering: Mechanical,,,53706,45.8,89.7,pepperoni,dog,Yes,night owl,Maybe,Hannukah Song- Adam Sandler
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Business: Other,,,53715,45.9495,-89.151,macaroni/pasta,dog,Yes,early bird,No,More Than a Feeling by Boston
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,57703,74.8,41.33,mushroom,dog,No,night owl,No,Dancing with Myself  by Billy Idol
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53715,29.9511,-90.0715,none (just cheese),cat,No,night owl,No,Shut up and Dance -Walk the moon
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Business: Finance,N/A,Risk Management & Insurance,53711,29.9511,-90.0715,pepperoni,dog,Yes,night owl,Maybe,The jeopardy song
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,43.0389,-87.9065,pepperoni,neither,No,night owl,Yes,"After Last Night by Bruno Mars, Anderson Paak, Silk Sonic "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Other (please provide details below).,Accounting,Information Systems,53703,41.9028,12.4964,mushroom,cat,Yes,early bird,Yes,"Steady Love, Ben Rector"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,53726,53.4645,-2.2896,pineapple,cat,Yes,night owl,Yes,"Juke Box Hero 
+
+Foreigner"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,Mathematics ,Data Science ,53715,43.0731,-89.4012,pineapple,dog,Yes,early bird,No,"""The Changing Times"" by Earth, Wind & Fire "
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,23,Engineering: Mechanical,,,53703,40,-76,Other,dog,No,early bird,Maybe,Better Now - Post Malone
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Science: Other,Genetics,N/A,53715,41.8781,-87.6298,Other,dog,No,night owl,Yes,Pursuit of Happiness- Kid Cudi
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Data Science,,Economics,53706,43.0722,89.4008,pepperoni,cat,Yes,night owl,Yes,Caribbean Queen (No More Love On The Run) By Billy Ocean
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Business: Other,,,53706,41.8847,-87.6166,pepperoni,dog,No,night owl,Yes,Overdue (feat. Travis Scott) by Metro Boomin
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Science: Other,Genetics,Certificate: Data Science & Global Health,53715,41.8781,-87.6298,Other,dog,No,night owl,Yes,Pursuit of Happiness- Kid Cudi
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53706,43.0592,141.3555,sausage,dog,No,no preference,Maybe,Top of the World - Carpenters
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Business: Finance,,,53703,43.7696,11.2558,sausage,dog,No,night owl,Yes,Little wing Jimi Hendrix
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,43.2286,-88.1104,pepperoni,dog,Yes,early bird,Yes,"Let's Get It On, Marvin Gaye"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Engineering: Industrial,N/A,Entrepreneurship certificate. ,53715,41,87,pepperoni,dog,Yes,early bird,Maybe,Margaritaville - Jimmy Buffett 
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Data Science,,Possibly business finance ,53706,35.2488,24.9132,pepperoni,dog,Yes,night owl,Maybe,Letter from Houston by Rod Wave 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Engineering: Mechanical,,,53706,43.0731,-89.4012,pepperoni,cat,No,no preference,Maybe,Virtual Insanity - Jamiroquai
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,20,Other (please provide details below).,My major is Information Science.,I'd like to pursue the Data Science Certificate or major as well.,53703,38.1157,13.3615,mushroom,cat,No,early bird,Yes,Snooze by SZA
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Data Science,,,53703,23,114,Other,neither,No,no preference,Maybe,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Engineering: Mechanical,,,53706,43.1101,-87.9074,sausage,dog,No,night owl,Maybe,God's Plan- Drake
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Data Science,,,53705,-19.9173,-43.9346,sausage,dog,Yes,no preference,No,Clube da Esquina 7 - Milton Nascimento
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Data Science,,Journalism,53706,30.3935,-86.4958,macaroni/pasta,dog,Yes,night owl,Maybe,One Man Band by Old Dominion
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Computer Science,,,28431,48.8647,2.349,pineapple,dog,No,night owl,Yes,Here with me by dv4d
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Data Science,,,53703,38.9433,-94.7342,pineapple,cat,No,early bird,Yes,Sun to Me- Zach Bryan
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Engineering: Other,,,53703,40.7608,111.891,pepperoni,dog,Yes,night owl,No,Alors On Danse - Stromae
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,18,Data Science,,,53706,40.7128,-74.006,sausage,dog,No,night owl,Yes,Impossible - Travis Scott
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Mathematics/AMEP,,,53706,64.8367,-147.7389,Other,dog,No,early bird,Yes,Back in Black by AC/DC
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Engineering: Industrial,,,53701,45.1027,-93.4649,sausage,cat,Yes,early bird,Maybe,"I prefer anything country, but my favorite song right now is Life Changes by Thomas Rhett. "
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Biomedical,,,53703,35.2271,-80.8431,pineapple,dog,No,early bird,No,Amazing by Rex Orange County
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Science: Other,I am currently undecided but interested in the STEM and Business fields,,53706,37.3891,-5.9845,basil/spinach,dog,Yes,no preference,Yes,"""If I Can Dream"" by Elvis Presley"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,,Engineering: Mechanical,,,53703,50.0755,14.4378,pepperoni,neither,No,early bird,Maybe,"What You Won't Do For Love by Bobby Caldwell
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Other (please provide details below).,Economics,Data Science,53703,-37.8136,144.9631,pepperoni,dog,Yes,no preference,Maybe,Need to know -John Newman
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Biomedical,BME,N/A,53711,22.54,114,sausage,dog,Yes,no preference,No,A sky full of stars - coldplay
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Engineering: Industrial,,,53706,36.1627,-86.7816,sausage,dog,Yes,night owl,Maybe,Like We Used To by A Rocket To The Moon
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,20,Engineering: Biomedical,,,53719,47.6062,-122.3321,pepperoni,cat,Yes,night owl,Yes,Ex-factor by Lauryn Hill
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Other (please provide details below).,Economics,,53703,53.3501,6.2662,none (just cheese),dog,Yes,night owl,Yes,Heavy Eyes by Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,21,Business: Actuarial,,"Finance, RMI, Economics",53726,42.9765,88.1084,pineapple,dog,Yes,early bird,No,"7 & 7, Turnpike Troubadours"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,22,Other (please provide details below).,Education Studies,Psychology,53703,35.8714,128.6014,pepperoni,cat,No,no preference,Yes,Top of the World - Carpenters
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Other (please provide details below).,Economics,,53706,43,-89,pepperoni,dog,Yes,night owl,Yes,Baby Shark
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Data Science,,Mathematics,53706,37.9659,23.7325,sausage,cat,Yes,night owl,Yes,No Surprises by Radiohead
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,21,Science: Other,environmental sciences,,53703,48.1351,11.582,pepperoni,cat,No,no preference,Maybe,I lived-One Republic
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Data Science,,Mathematics,53715,41.8781,-87.6298,pineapple,dog,No,night owl,No,All My Love by Noah Kahan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,20,Engineering: Biomedical,,,53715,36.16,-86.78,pepperoni,dog,Yes,early bird,No,I Remember Everything by Zach Bryan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,pepperoni,dog,No,early bird,Maybe,Take a Walk by Passion Pit
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Data Science,,CS,53706,26.0745,119.2965,green pepper,cat,Yes,night owl,Yes,We will Rock you
+COMP SCI 319:LEC003,LEC003,27,Other (please provide details below).,Information Science,No,53705,19.7418,-155.8444,none (just cheese),cat,No,no preference,Maybe,Don't look back in anger 
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,53.3456,-6.2559,basil/spinach,dog,Yes,no preference,Yes,"Stick Season, Noah Kahan"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,21,Business: Actuarial,,Risk Management & Insurance,53703,41.3851,2.1734,pepperoni,dog,No,night owl,Maybe,The Other Side of the Door by Taylor Swift
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,22,Science: Physics,,"Mathematics in the Physical and Biological Sciences(BS), Computer Science Certificate ",53703,42.8501,-106.3252,pepperoni,cat,Yes,early bird,Maybe,Dopesmoker - 2022 Remastered Version - Sleep
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC004,20,Other (please provide details below).,Psychology and Spanish,,53701,45.891,-123.9619,basil/spinach,dog,Yes,early bird,Yes,Ella Baila Sola by Peso Pluma
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,My primary field of study is Economics but I am also pursuing a certificate in data science. ,,53703,41.8781,87.6298,pepperoni,dog,No,night owl,Maybe,Hey driver - Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,30.2672,-97.7431,Other,dog,No,no preference,No,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Engineering: Mechanical,,,53703,39.7392,-104.9903,pepperoni,dog,Yes,night owl,Maybe,Nikes on my feet Mac Miller
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Computer Science,,,53703,40.2436,-109.01,pepperoni,dog,No,no preference,Maybe,RAVE RATS VOLUME 1: INTERDIMENSIONAL LIFE by ooxygen
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Business: Information Systems,,,53703,41.8781,-87.6298,basil/spinach,dog,Yes,night owl,Yes,Margaritaville by Jimmy Buffet
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,,Engineering: Mechanical,,,53715,24.4539,54.3773,pepperoni,cat,Yes,early bird,No,IDK
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,21,Engineering: Other,,,53703,48.2082,16.3738,sausage,dog,Yes,night owl,No,Shallow - Lady Gaga
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Business: Information Systems,,BUS: Finance,53706,44.9537,-93.09,sausage,dog,No,night owl,No,"Baby, Justin Bieber"
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,20,Computer Science,,,53703,42.3601,-71.0589,pineapple,dog,No,night owl,Maybe,"Erase Me, Kid Cudi"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,,53715,44.8945,-93.6728,pepperoni,dog,No,night owl,Maybe,Hey Driver- Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53706,47.7502,-90.3356,sausage,dog,No,no preference,Yes,"Fly me to the moon, Frank Sinatra"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Engineering: Industrial,,,53706,59.9139,10.7522,pepperoni,dog,Yes,night owl,Yes,Normal Girl - SZA
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC001,18,Data Science,,,53706,50.0755,14.4378,Other,dog,No,night owl,Yes,Break From Toronto - PARTYNEXTDOOR
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Business: Information Systems,,Accounting,53597,25.7617,-80.1918,pepperoni,cat,No,no preference,Maybe,Graduation - Kanye West
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53703,39.74,-104.98,mushroom,cat,Yes,night owl,Yes,temperature-sean paul
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Engineering: Biomedical,,,53706,45.4408,12.3155,mushroom,cat,Yes,no preference,No,Santeria by Sublime
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Mechanical,,,53703,45.056,92.8088,basil/spinach,dog,Yes,early bird,No,More Than A Feeling by Boston
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,21,Business: Other,Marketing,,53703,41.4174,2.2122,mushroom,dog,No,early bird,Yes,One of my favorite songs is Pull me out of this by Fred Again
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Computer Science,,,53703,35.6895,139.6917,mushroom,cat,Yes,night owl,Yes,Never gonna give you up -Rick Astley
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,18,Data Science,,,53706,37.4605,-122.1703,sausage,dog,No,no preference,Yes,saturday night
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Business: Information Systems,,Finance,53703,6.5244,3.3792,Other,cat,Yes,early bird,No,The Color Violet - Tory Lanez
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC003,20,Data Science,Comm Arts,no,53703,39.9042,116.4074,pineapple,dog,No,night owl,Maybe,For Tonight --- Giveon
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,19,Engineering: Industrial,,,53703,39.74,-104.98,mushroom,dog,Yes,night owl,No,"vienna, Billy Joel"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Mechanical,,,53706,49.2764,-0.7056,sausage,dog,Yes,early bird,Maybe,Stairway to Heaven by Led Zeppelin
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Science: Other,economics,DS,53703,31.2304,121.4737,sausage,dog,No,night owl,Yes,“the greatest” Lana Del Rey
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Engineering: Mechanical,,,53706,17.385,78.4867,pepperoni,dog,No,early bird,Maybe,Saint Pablo - Kanye West
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Science: Other,,,53703,44.424,-124.069,basil/spinach,dog,No,night owl,Yes,Waltz No. 2 by Dmitri Shostakovich
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Data Science,,,53715,42.3601,-71.0589,Other,dog,Yes,night owl,Maybe,All Your'n by Tyler Childers
+COMP SCI 319:LEC003,LEC003,,Statistics,,,53715,24.18,102.98,pineapple,neither,Yes,no preference,No, Never gonna give you up
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Engineering: Industrial,,,53703,42.3601,-71.0589,mushroom,dog,No,no preference,Yes,"Heavy Eyes, Zach Bryan
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Science: Biology/Life,,,53703,35.6895,139.6917,none (just cheese),cat,No,night owl,No,Cake by the Ocean by DNCE
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,Economics,Political Science,53715,40.7128,74.006,sausage,dog,No,night owl,Yes,Stacey's Mom
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Data Science,,,53706,22.3312,103.838,pineapple,dog,Yes,no preference,Maybe,"""2 soon"" - keshi"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Computer Science,,Intend to double major in Data Science,53706,41.8844,-87.6191,pineapple,dog,No,night owl,Yes,1998 by Monsune
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Other (please provide details below).,Economics,Data Science Certificate ,53715,40.7128,-74.006,pepperoni,cat,No,night owl,Yes,"It’s all so incredibly loud, Glass Animals"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,53706,43.0389,-87.9065,pepperoni,dog,No,no preference,Yes,Immortal by 21 Savage
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Data Science,,,53706,41.0082,28.9784,none (just cheese),dog,No,night owl,Yes,Little Dark Age by MGMT
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,20,Computer Science,,,53703,43.0731,-89.4012,pepperoni,dog,Yes,early bird,No,Romeo and Juliet by Peter McPoland
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,20,Data Science,Information Systems,,53706,59.9139,10.7522,Other,dog,No,early bird,Yes,"Deep Down(ft. Never Dull) - Alok
+
+Give it to Me - Timbaland"
+COMP SCI 319:LEC002,LEC001,,Data Science,,,53593,55.9502,-3.1875,pineapple,neither,No,night owl,Maybe,I Will Survive by Gloria Gaynor
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Data Science,,Economics,53703,39.9042,116.4074,pineapple,cat,No,no preference,Yes,LMLY
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Other (please provide details below).,Biochemistry,,53706,51.5099,-0.1278,basil/spinach,dog,Yes,early bird,Yes,Burn Burn Burn by Zach Byran
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,41.8894,12.4924,sausage,dog,No,early bird,Yes,"Houstonfornication, Travis Scott"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Mechanical,,,53703,42.3249,-71.0706,sausage,dog,No,night owl,Maybe,Blood on my jeans - Juice Wrld
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Biomedical,,,53703,18.582,-68.4055,pepperoni,dog,Yes,night owl,No,Rod Wave - Call Your Friends 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Business: Finance,,,53715,41.3851,2.1734,sausage,dog,No,night owl,No,Closer By the Chainsmokers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Science: Other,,,53706,42.3601,-71.0589,Other,dog,No,no preference,No,"Electric Feel, MGMT"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,40.7128,-74.006,none (just cheese),dog,No,night owl,Yes,I dont listen to music
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,19,Business: Actuarial,,Risk Management and Insurance,53703,42.3012,-71.3157,sausage,dog,Yes,night owl,No,Sunday by Earl Sweatshirt
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,22,Data Science,.,.,53706,37.5,127,mushroom,neither,No,early bird,No,snowman - seung hwan jeong
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53703,43.0731,-89.4012,sausage,cat,No,night owl,Yes,
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Data Science,Economics,Data Science,53706,22.3964,114.1095,none (just cheese),dog,No,night owl,Yes,Black and White by Juice Wrld
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Business: Actuarial,,"Statistics, Risk Management and Insurance, Certificate in Mathematics",53719,43.0731,-89.4012,pepperoni,dog,No,night owl,Yes,"Sovereign Light Cafe, Keane"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC002,20,Computer Science,,,53705,31,-238,pepperoni,dog,No,night owl,Yes,Castle on the Hill - by Ed Sheeran
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Data Science,,,53706,37.5665,126.978,pepperoni,neither,No,no preference,No,World to the wise. Matt Corman
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Engineering: Mechanical,N/A,N/A,53715,41.8781,-87.6298,pepperoni,dog,Yes,no preference,Maybe,"STRINGS by MAX, featuring JVKE and Bazzi"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53715,43.0389,-87.9065,sausage,dog,Yes,early bird,Maybe,paranoid- Rio da yung og
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Mechanical,,,53726,41.8614,-87.6114,basil/spinach,dog,Yes,no preference,No,Wildfire by Periphery
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Economics, Data Science,53711,35.7101,139.8107,mushroom,dog,Yes,early bird,Yes,Lemon Tree by the Fools Garden
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC002,21,Engineering: Biomedical,,,53703,38.5385,-75.0617,basil/spinach,cat,Yes,early bird,Maybe,"Be young, be foolish, be happy by The Tams."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Other (please provide details below).,"Still pretty undecided but I am between Computer Science, Data Science, and business. ",,68114,39.7392,-104.9903,pepperoni,dog,No,no preference,Maybe,All Star by Smash Mouth
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,53703,35.5951,-82.5515,pepperoni,dog,Yes,night owl,Yes,Good Days - SZA
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,41.8781,-87.6298,pepperoni,cat,Yes,night owl,Yes,The Adults Are Talking - The Strokes
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53715,22.1565,-100.9855,pepperoni,dog,Yes,early bird,No,FE!N by Travis Scott
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Data Science,,,53706,42.8886,88.0384,green pepper,dog,Yes,night owl,Yes,One of my favorite songs is '98 Braves by Morgan Wallen.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Science: Biology/Life,,,53711,1.2062,103.7959,green pepper,cat,No,early bird,No,Golden Hour by Mark Lee
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,17,Other (please provide details below).,Economics,,53706,51.5074,-0.1278,pepperoni,cat,Yes,night owl,Maybe,A Sky Full Of Stars- Coldplay
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Business: Finance,,Information Systems,53715,42.3601,-71.0589,none (just cheese),dog,Yes,no preference,Maybe,December 1963 (What a Night)
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,21,Science: Biology/Life,,,53706,36.1699,-115.1398,mushroom,dog,No,night owl,Yes,Drive By by Train.
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,44.9105,-93.3487,sausage,dog,No,early bird,No,"Center Point Road by Thomas Rhett, Kelsea Ballerini"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Data Science,,,53706,37.778,-122.42,pepperoni,dog,No,night owl,No,Work Song by Hozier
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Engineering: Other,Materials Science and Engineering,,53703,51.5074,-0.1278,mushroom,cat,No,early bird,Yes,Good Old-Fashioned Lover Boy - Queen
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,21,Science: Other,Microbiology,,53705,41.8781,-87.6298,pepperoni,cat,No,early bird,No,"So Right, Shaun"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,,Computer Science,,Mathematics,53703,38.707,-9.1356,none (just cheese),dog,No,no preference,Maybe,"Taylor Swift ""Paper Rings"""
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,40.7948,-73.9628,none (just cheese),dog,No,night owl,Yes,sk8er boi - arvil lavinge
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Data Science,Data Science ,Information Science,53706,44.37,-89.81,pepperoni,neither,No,night owl,Yes,How You Like That- Blackpink
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Computer Science,,,53715,43.0731,-89.4012,Other,cat,No,night owl,Yes,Feel Good Inc. by Gorillaz
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC003,20,Data Science,Data Science ,,53711,29.6548,91.1405,pepperoni,dog,No,night owl,Yes,608 by Salt
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Science: Other,Global Health,,53703,41.8781,87.6298,none (just cheese),dog,Yes,early bird,Maybe,Slide by Calvin Harris ft. Frank Ocean & Migos
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Other (please provide details below).,Information Science ,I have two minors; Data Science and Digital Studies ,53703,-87.6298,41.8781,green pepper,cat,No,early bird,Maybe,August by Taylor Swift 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Data Science,,,53703,39.9042,116.4074,none (just cheese),dog,No,early bird,No,If by Bread
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Languages,,,53703,39.74,-105,macaroni/pasta,cat,No,night owl,Yes,Water by Mother Falcon
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Mechanical,,,53715,144,-37,pepperoni,dog,No,no preference,Yes,[Excitable - Def Leppard] (https://www.youtube.com/watch?v=jqVfxWgfWhw)
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,41.3851,2.1734,sausage,dog,No,early bird,Yes,"Memories, by David Guetta."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Engineering: Biomedical,,,53736,41.8781,-87.6298,pineapple,dog,No,night owl,Maybe,softly by clairo 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Engineering: Mechanical,,,53715,59.9139,10.7522,mushroom,cat,Yes,early bird,No,"Perfect places
+
+Artist: Lorde"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Engineering: Mechanical,,,53715,47.0505,8.3053,sausage,dog,Yes,no preference,Yes,"Breathe Deeper, Tame Impala"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Business: Finance,,Information Systems (Business),53703,33.4725,-81.9644,pepperoni,dog,No,night owl,Yes,"Last Train Home, John Mayer."
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,24,Other (please provide details below).,Economics with Mathematical Emphasis ,"Data Science,",53703,42.7165,12.1116,pepperoni,dog,Yes,night owl,Yes,Tiny Dancer by Elton John
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,43.7696,11.2558,pepperoni,dog,No,early bird,No,Pride-Kendrick Lamar
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Business: Other,,,53703,35.6895,139.6917,pineapple,dog,Yes,night owl,Maybe,"Song: Cupid
+
+Artist: FIFTY FIFTY"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Engineering: Industrial,,,53703,41.8781,-87.6298,sausage,dog,No,early bird,No,passionfruit- drake
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53703,39.1031,-84.512,pepperoni,cat,No,early bird,Yes,Call Me Maybe - Carly Rae Jepsen
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Computer Science,,"Data Science
+Game Design certificate",53702,28.7041,77.1025,pepperoni,dog,No,night owl,Yes,Better Now by Post Malone
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Science: Chemistry,,Biochemistry,20016,38.9072,-77.0369,pepperoni,dog,Yes,night owl,Yes,I would rather not answer
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Science: Other,Nutritional Sciences,,53703,41.8781,-87.6298,green pepper,cat,No,early bird,Yes,Sweet Virginia by The Rolling Stones
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,53715,25.7575,-80.2515,pepperoni,dog,No,night owl,Yes,Touch the Sky - Kanye West
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Information science,Human development and family studies ,53726,45.4059,-86.9087,pepperoni,dog,No,night owl,Yes,Radio Lana Del Ray 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Data Science,,Mathematics,53706,43.0731,-89.4012,pepperoni,dog,No,night owl,No,"*******************
+Party Rock Anthem, 
+*******************
+
+******
+LMFAO 
+******"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,Pursuing certificate in Data Science. ,53711,35.0116,135.768,mushroom,dog,Yes,night owl,Yes,Nightcall- Kavinsky
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,21,Business: Actuarial,,"Risk Management & Insurance, Finance",53703,37.4467,25.3289,none (just cheese),dog,No,early bird,Maybe,london boy by taylor swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Other (please provide details below).,Economics,Data Science Certificate,53711,40.7131,-74.0072,sausage,dog,Yes,no preference,No,https://www.youtube.com/watch?v=XjN8qEs_K7c&list=PLuVodMYS9xWblpzyNp9CwjERyndPTnCGV&index=6
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53706,44.9232,-93.4853,pepperoni,dog,No,night owl,Yes,Kodachrome- Paul Simon
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Data Science,,,53703,24.4539,54.3773,green pepper,neither,No,night owl,Yes,Kiss The Sky
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,19,Engineering: Mechanical,n/a,n/a,53703,32.7157,-117.1611,pepperoni,dog,Yes,night owl,Maybe,Dancing With Myself by Billy Idol
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,17,Computer Science,,,53706,13.0827,80.2707,pepperoni,dog,No,night owl,No,Starships by Nicki Minaj
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,-,-,53715,44.1782,-88.4772,pepperoni,dog,Yes,night owl,Maybe,Just Wanna Rock - Lil Uzi Vert
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Other (please provide details below).,Economics,Marketing or Mathematics,53706,40,116,pineapple,dog,No,night owl,Maybe,Save Your Tears(Remix) --Ariana Grande& The Weekend
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Science: Biology/Life,,"It's not a secondary major, but I'm completing a certificate in Computer Science.",53562,55.9515,-3.1895,basil/spinach,dog,No,night owl,Yes,"Second Child, Restless Child by The Oh Hellos"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Data Science,,,53597,47.2144,14.7788,Other,cat,No,no preference,Yes,Black Summer - Red Hot Chili Peppers 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Engineering: Industrial,,,53706,24.9905,-77.3897,none (just cheese),dog,No,night owl,Yes,"East Side of Sorrow
+
+Zach Bryan"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Other (please provide details below).,Economics,,53703,42.3601,-71.0589,pepperoni,dog,Yes,night owl,Yes,Life i a Highway - Rascal Flatts
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Data Science,Double majoring in Data Science and Consumer Behavior and Marketplace Studies,Consumer Behavior and Marketplace Studies,53703,35.1796,129.0756,sausage,cat,Yes,night owl,Yes,The Kid Laroi - Always do 
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Statistics,,,53706,37.5519,127.0246,pepperoni,dog,Yes,early bird,Yes,"I have few.
+
+Madvillain : Great Day
+
+Radiohead: Let down
+
+The Strokes: Hard to Explain"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Engineering: Mechanical,,,53703,43.0731,-89.4012,basil/spinach,dog,No,night owl,Yes,Zach Bryan - I remember everything
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Engineering: Industrial,,,53726,40.7128,-74.006,pepperoni,dog,No,night owl,Yes,Bohemian Rhapsody by Queen
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,Engineering: Mechanical,,,53706,43,87,pineapple,dog,Yes,no preference,Yes,Free Bird- Lynyrd Skynyrd
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,41.8781,-87.6298,basil/spinach,dog,Yes,early bird,Yes,"Blue World, Mac Miller "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,Civil Engineering,,53715,44.513,88.013,pepperoni,dog,Yes,night owl,Yes,I Remember You- Skid Row
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,Consumer Behavior and Marketplace Studies,,53726,43.0389,-87.9065,pepperoni,cat,No,night owl,Yes,Supercut by Lorde
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Business: Finance,,,53703,51.5986,-0.0752,sausage,dog,Yes,early bird,Maybe,Today is a Good Day - Ice Cube
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Engineering: Industrial,,,53706,21.593,-158.1034,none (just cheese),dog,No,early bird,Yes,Doses & Mimosas by Cherub
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Mathematics/AMEP,,Data science,53719,-27.4954,-64.8601,basil/spinach,cat,No,early bird,No,Andromeda by Weyes Blood
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Business: Finance,N/A,N/A,53703,41.87,-87.6657,pepperoni,dog,No,no preference,Maybe,The world is yours- Nas
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,53711,40.865,-73.4175,macaroni/pasta,dog,No,early bird,Maybe,Piano Man Billy Joel
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Science: Other,Psychology,,53706,22.5429,114.0596,none (just cheese),dog,Yes,no preference,Maybe,Ballad in G minor by Chopin
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Mathematics/AMEP,,,53715,,40.7128,pineapple,cat,No,early bird,Maybe,a little bit yours by jp saxe
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,,Other (please provide details below).,Political Science,,53715,40.7094,-73.8049,pepperoni,dog,No,early bird,No,Deal by Jerry Garcia.
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,"I am a Mechanical Engineer interested in automotive engineering; car design, formula 1 etc.",,53706,45.677,-111.0429,sausage,dog,Yes,night owl,Maybe,"Oklahoma City, Zach Bryan"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Other,,,53703,42.6507,18.0944,pineapple,dog,No,night owl,Maybe,Sick Love by The Red Hot Chili Peppers
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Biomedical,,,53706,12.9716,77.5946,basil/spinach,dog,No,night owl,Yes,Right Round -  Flo Rida
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Business: Information Systems,,,53715,43.0389,-87.9065,pepperoni,dog,No,night owl,Maybe,Juice World - Wasted
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Science: Other,Economics,,53703,-8.4095,115.1889,Other,dog,No,night owl,No,Sinônimos
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,21,Engineering: Biomedical,,,53703,27.5268,-82.7363,pineapple,dog,No,no preference,Yes,The Last Great American Dynasty by Taylor Swift
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53726,43,-88,pepperoni,dog,No,night owl,Yes,Wonderful World by Sam Cooke
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Psychology ,Data Science Certificate,53703,40.7831,-73.9713,none (just cheese),dog,Yes,early bird,Yes,Doo Wop - Ms. Lauryn Hill
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,n/a,n/a,53703,41.9,-87.63,pepperoni,dog,Yes,early bird,No,Crocs & Wock - Babytron
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Science: Biology/Life,,Psychology,53706,33.198,-96.615,sausage,cat,No,night owl,Maybe,Experience - Ludovico Einaudi
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Statistics,,data science,53706,43.0759,89.3991,mushroom,dog,No,no preference,No,"running up that hill
+
+Kate Bush"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,63105,38.6418,-90.3342,pepperoni,dog,No,night owl,Yes,Ain't No Mountain High Enough by Marvin Gaye and Tammi Terrell.
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,20,Engineering: Mechanical,,,53703,46.0216,-90.135,sausage,dog,No,night owl,Maybe,"Kickstart my heart, Motley Crue"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,22,Science: Chemistry,,,53129,10.7765,106.701,mushroom,cat,No,night owl,No,girls like me don't cry (remix) - thuy ft. MIN
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,25,Other (please provide details below).,Social Work,,53713,46.8537,-91.1071,tater tots,cat,No,no preference,Maybe,Mona Lisa by Dominic Fike
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,18,Data Science,,,53715,48.1934,-0.6643,pepperoni,dog,No,early bird,No,Renegade by Big Red Machine (ft. Taylor Swift)
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Global Health,,53715,13.2263,72.4973,mushroom,dog,Yes,no preference,Yes,Around me - Metro Boomin
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Computer Science,,,53726,41.813,-87.629,pepperoni,dog,No,night owl,Yes,Self Control by Frank Ocean
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Other (please provide details below).,Sociology!,,53703,43.0139,-83.5983,pepperoni,dog,Yes,night owl,Yes,Thneedville by John Powell and Cinco Paul
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,53715,43.1117,-88.5011,pepperoni,dog,No,night owl,Yes,Bucket List by Mitchell Tenpenny
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,,Science: Other,Genetics and genomics ,,53711,42.78,-89.3,pepperoni,dog,No,night owl,Yes,Sunroof- Nicky Youre
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,,Other (please provide details below).,ECONOMIC,,53703,43,-80,none (just cheese),cat,No,night owl,Maybe,WOLVES (Hauzer)
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Other (please provide details below).,Pharmacology & Toxicology,Neurobiology,53706,35.0116,135.768,mushroom,cat,Yes,night owl,Maybe,All In My Head by Whethan
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,,Engineering: Industrial,,,53715,21.3069,-157.8583,tater tots,neither,Yes,early bird,No,Brian's Movie: peach pit
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Business: Information Systems,,Supply Chain Management,53703,44.978,-93.2707,sausage,dog,No,night owl,Yes,"Upside Down, Jack Johnson"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Computer Science,N/A,"Economics, Data Science",53706,33.749,84.388,pineapple,dog,No,no preference,Yes,Ctrl + Del by MegaGoneFree
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Biomedical,,,53706,41.8781,-87.6298,sausage,dog,Yes,night owl,Maybe,Entropy by Daniel Caesar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Engineering: Mechanical,,"electrical engineering
+
+ ",53706,23.9314,120.5641,sausage,neither,Yes,early bird,Yes,"There is a light that never goes out, the Smiths"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics,Data Science,53715,45.4343,12.3388,pepperoni,cat,No,night owl,No,Teenagers by My Chemical Romance
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,57303,38.8339,-104.8214,pepperoni,dog,No,night owl,Yes,Run-Around by Blue Traveler
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Computer Science,,"Statistics, Data Science Certificate, Mathematics Certificate",53715,41.8781,-87.6298,Other,dog,Yes,early bird,Maybe,"FE!N
+
+Travis Scott, Playboi Carti"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Engineering: Industrial,,,53706,47.6062,-122.3321,sausage,dog,No,no preference,Maybe,Sunday Bloody Sunday - U2
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,21,Science: Biology/Life,,,53715,46.7867,92.1005,basil/spinach,dog,Yes,night owl,No,"Santeria, Sublime"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,,Data Science,,Economics,53715,34.0522,-118.2437,sausage,neither,Yes,no preference,Maybe,My favorite one will be The tale of 2 Citiez by J Cole
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,21,Engineering: Other,,International Engineering,53703,40.4168,-3.7038,pepperoni,dog,No,night owl,No,"El Dorado - Zach Bryan
+
+Scenes from an Italian restaurant - Billy Joel
+
+Wouldve could’ve should’ve - Taylor swift"
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Engineering: Mechanical,,,53715,48.1351,11.582,sausage,dog,No,no preference,Maybe,In Your Atmosphere (live) - John Mayer 
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,42.3601,-71.0589,macaroni/pasta,cat,Yes,night owl,Yes,Colder weather- Zac brown band 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Data Science,no,Spanish,53706,45.4408,12.3155,pineapple,dog,No,early bird,No,August - Taylor Swift
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Other (please provide details below).,Communication Arts,Sports Communication Certificate,53703,44.2947,90.8515,pineapple,dog,No,night owl,No,Simulation Swarm - Big Thief
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Science: Physics,,Mathematics,53706,46.2044,6.1432,sausage,dog,Yes,early bird,Yes,The Color Violet - Tory Lanez
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,43.0731,-89.4012,none (just cheese),dog,Yes,no preference,Yes,Starboy - Weeknd
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Other,Chemical engineering,,53706,34.3416,108.9398,pepperoni,cat,No,night owl,Yes,You Belong With Me - Taylor Swift
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC001,18,Engineering: Mechanical,,,53706,43.0597,-88.0269,pineapple,dog,No,no preference,Yes,AA-Isaiah Rashad
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Mechanical,,,53715,41.8781,-87.6298,pepperoni,dog,No,no preference,Maybe,"Margaritaville, Jimmy Buffett"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Other (please provide details below).,Atmospheric and Oceanic science ,Does ROTC count?,53706,47.8864,106.9057,mushroom,dog,Yes,early bird,Yes,"I have a lot lol
+
+Water no get enemy-Fela Kuti is probably my favorite 
+
+I also love 70s rock if you want to talk about bands from then, a little from the 80s "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Data Science,,Personal Finance,53703,51.5074,-0.1278,sausage,dog,No,night owl,Yes,White Iverson - Post Malone
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,53726,43,-89,pineapple,dog,No,early bird,No,Pretty much anything by Led Zeppelin
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Business: Information Systems,N/A,N/A,53713,37.7749,-122.4194,sausage,dog,No,night owl,Yes,GEEKALEEK by OHGEESY
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Business: Finance,,,53703,40.788,-74.3921,sausage,dog,No,early bird,No,"i know you hate me, midwxst"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Data Science,,Political science ,53715,40.7128,-74.006,basil/spinach,dog,Yes,early bird,No,Slide Away by Oasis
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Data Science,,,53706,41.9028,12.4964,pepperoni,dog,Yes,night owl,Yes,Headlines by Drake
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,,53706,43.7696,11.2558,macaroni/pasta,dog,No,no preference,Yes,I Remember Everything by Zach Bryan
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Mathematics/AMEP,,computer science,53703,31,121,mushroom,dog,No,night owl,No,lemon tree 
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Business: Finance,,,53703,43.4796,-110.7624,mushroom,dog,Yes,night owl,Yes,shout Pt. 1 and 2 - the isley brothers 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Mathematics/AMEP,,Data Science,53703,39.1031,-84.512,Other,dog,Yes,no preference,Maybe,
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Computer Science,,Data Science,53703,41.8781,-87.6298,pepperoni,dog,No,night owl,Maybe,Cupid by Fifty Fifty
+COMP SCI 319:LEC002,LEC002,25,Business: Other,Business Analytics,None,53705,15.2993,74.124,tater tots,dog,No,early bird,No,Shake it off - By Taylor Swift
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,47.8112,13.055,macaroni/pasta,dog,Yes,night owl,Yes,Flashing Lights by Kanye West
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,22,Statistics,,,53703,37.535,126.99,mushroom,dog,Yes,no preference,Yes,Ghost of you by 5SOS
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,21,Business: Other,,,53703,50.0755,14.4378,Other,dog,Yes,night owl,Yes,Dark Horse. Katy Perry
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Data Science,,,53703,40.6782,-73.9442,pepperoni,dog,Yes,night owl,No,Shiver - Coldplay 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Engineering: Industrial,,,53706,41.9028,12.4964,basil/spinach,dog,No,night owl,Yes,Can't Tell Me Nothing by Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Other (please provide details below).,Economics,,53703,41.8781,-87.6298,pepperoni,cat,No,early bird,No,Too many nights- Metro Boomin 
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Econ BS,Certificates in DS & Consulting,53703,41.8781,-87.6298,basil/spinach,dog,No,night owl,Maybe,Shiver-Coldplay
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,21,Engineering: Biomedical,,,53726,45.17,-93.87,pepperoni,dog,No,night owl,Yes,Eye of the Tiger by Survivor
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53715,-33.8688,151.2093,pepperoni,dog,No,night owl,Maybe,Read My Mind by the Killers
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Engineering: Biomedical,,Computer science or data science,53706,40.7128,-74.006,basil/spinach,dog,No,early bird,Yes,any taylor swift
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Data Science,,,53703,37.5665,126.978,sausage,cat,Yes,night owl,Yes,
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Economics,,53703,34.4208,-119.6982,pepperoni,dog,No,early bird,No,Chicken Fried-Zac Brown Band
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Science: Biology/Life,biochemistry,certificate of data science,53711,31.23,121.47,sausage,dog,No,night owl,No," 
+
+Taylor Swift
+
+Love Story"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Data Science,,Econ,53715,42.3601,-71.0589,sausage,dog,No,night owl,No,Let it Happen Tame Impala
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,21,Other (please provide details below).,Economics,Certificate in Data Science,53703,47.6062,122.3321,pepperoni,dog,No,no preference,Yes,Elton John- Funeral for a Friend/Love Lies Bleeding
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,21,Data Science,,,53715,43.215,-87.9955,Other,dog,Yes,night owl,Yes,
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Business: Information Systems,,"Risk Management and Insurance, Legal Studies",53715,41.8781,-87.6298,mushroom,cat,No,night owl,Yes,"All too Well, Taylor Swift"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Mathematics/AMEP,I'm a double-major in Math and Computer Science. ,I'm a double-major in Math and Computer Science. ,53706,43.073,-89.401,pepperoni,dog,Yes,no preference,Yes,Listen to the Music: The Doobie Brothers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Engineering: Mechanical,,,53707,43.0779,-89.3902,pepperoni,dog,No,early bird,No,"Revival, Zach bryan "
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Data Science,,Economics Major/ Data Science Minor,53703,41.2959,73.7933,none (just cheese),dog,Yes,night owl,Maybe,Sky Full of Stars- Coldplay
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Business: Information Systems,,Business: Finance,53715,39.7392,-104.9903,sausage,cat,No,night owl,Yes,Lose My Mind - Jai Wolf
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Business: Finance,,Econ,53715,21.1619,-86.8515,pepperoni,cat,No,night owl,Maybe,Just the two of us - Washington Jr.
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53703,45.1865,-87.1239,pepperoni,dog,No,no preference,No,Hey Driver- Zach Bryan
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,18,Computer Science,,,53706,36.2048,138.2529,pineapple,dog,Yes,night owl,Maybe,Pretender by OFFICIAL HIGE DANDISM
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,20,Business: Information Systems,,,53598,43.0731,-89.4012,pepperoni,dog,Yes,night owl,Yes,Holiday - Green Day
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,22,Engineering: Other,NA,NA,53703,41.8781,-87.6298,mushroom,cat,Yes,night owl,Maybe,Dancing Queen by ABBA
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Data Science,,,53715,43.7696,11.2558,pepperoni,dog,No,early bird,Maybe,Last Nite-Strokes
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,18,Engineering: Industrial,,,53706,35.6895,139.6917,pepperoni,neither,Yes,early bird,Maybe,"It will Rain - Bruno Mars
+
+Blank Space - Taylor Swift
+
+Right There - Ariana Grande 
+
+Stuck with U - Ariana Grande & Justin Bieber "
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Business: Finance,,,53706,37.9753,23.7361,none (just cheese),dog,No,night owl,Maybe,"Homecoming, Kanye West"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Other (please provide details below).,Economics with certificate in data science ,,53715,45.4408,12.3155,Other,dog,No,early bird,No,Chris Stapleton White Horse
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,53703,42.4173,27.6964,sausage,cat,No,no preference,Yes,S91 by Karol G
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Industrial,,,53703,38.288,-85.67,none (just cheese),dog,Yes,night owl,Yes,"Waiting on the world to change, John Mayer"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Business: Information Systems,-,Considering another business major as well as a language certificate,53706,44.3289,-88.5391,pepperoni,dog,No,night owl,Maybe,Surf - Mac Miller
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Engineering: Mechanical,,,53706,43.4782,-110.7627,sausage,dog,Yes,no preference,Yes,Something in the Orange - Zach Bryan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,17,Data Science,,,53706,55.9533,3.1883,sausage,dog,Yes,early bird,Yes,Build Me Up Buttercup by The Foundations
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Data Science,,,53706,35.6528,139.8395,pepperoni,dog,No,night owl,Maybe,"For my hand, Burna Boy feat. Ed Sheeran "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Other (please provide details below).,Economics,,53703,40.4406,-79.9959,sausage,dog,Yes,early bird,Maybe,Take Me Home Country Roads - John Denver
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,22,Science: Biology/Life,,"Data Science, Global Health ",53726,44.9765,-93.2652,pepperoni,dog,Yes,night owl,No,Where The Streets Have No Name - U2
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Other (please provide details below).,I intend to pursue a double major with Neurobiology and Data Science.,-,53706,25.1972,55.2744,mushroom,cat,No,no preference,Yes,Crazy by Aerosmith
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,18,Business: Actuarial,,Data science,53706,40.7128,-74.006,basil/spinach,cat,No,early bird,No,Timeless by Taylor Swift
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Science: Biology/Life,N/a,Certificate in Data Science,53715,43.0739,-89.3852,pineapple,dog,No,night owl,Yes,Hold on We're Going Home by Drake
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Industrial,,,53703,41.3894,2.1588,macaroni/pasta,dog,Yes,no preference,No,"Brazil- Declan Mckenna
+
+British Bombs- Declan McKenna"
+COMP SCI 319:LEC001,LEC001,26,Science: Other,,,53560,55.8931,-3.0666,pepperoni,dog,No,night owl,No,I'm Gonna Be (500 Miles) by the Proclaimers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Other (please provide details below).,GIS/Cartography,"Political Science, Data Science",35715,-88.99,45.1686,pepperoni,dog,Yes,early bird,Yes,With Arms Wide Open - Creed
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,18,Other (please provide details below).,"My primary major is Economics.
+
+ ",and my second major is Data Science.,53715,17.385,78.4867,mushroom,dog,No,no preference,Yes,"Say you won't let go- James Arthur
+
+GASOLINA- Daddy Yankee"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Mathematics/AMEP,,,53705,1.3521,103.8198,Other,cat,No,no preference,Yes,"Held Up in New York City - Mia Lailani, Devan Ibiza"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Business: Actuarial,,Risk management,53706,39.1333,117.1833,mushroom,cat,No,night owl,Yes,"One of my favorite songs is ""Maroon .45"" by ME3CH."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Other (please provide details below).,economics,statistics,53706,39.9042,116.4074,mushroom,neither,Yes,night owl,Yes,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,22,Science: Biology/Life,,,53703,50.0755,14.4378,sausage,dog,Yes,early bird,No,Hundred by Khalid 
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53706,37.5665,126.978,sausage,dog,No,early bird,Maybe,Don't look back in anger- Oasis
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Data Science,,Economics,53703,87.6298,41.8781,sausage,dog,No,early bird,Yes,"Franklins Tower, Dead and Company 7/14/2018"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Mechanical,,,53715,43.0731,-89.4012,pineapple,dog,Yes,night owl,Maybe,PRIDE. by Kendrick Lamar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,21,Data Science,,,53711,44.5133,-88.0158,sausage,dog,Yes,early bird,No,When the Levee Breaks - Led Zeppelin
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,20,Computer Science,,,53703,43.771,11.2486,pepperoni,dog,Yes,early bird,Yes,Paranoid - Black Sabbath
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Other (please provide details below).,Business: Information Systems & Data Science Double Major,N/A,53706,44.5133,-88.0133,sausage,dog,No,early bird,Maybe,Another is Waiting - The Avett Brothers
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Business: Finance,,,53703,41.8781,87.6298,pepperoni,dog,No,night owl,Maybe,rich spirit by Kendrick Lamar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,,Computer Science,,,53705,55.6761,12.5683,pepperoni,dog,No,night owl,Yes,Drunk in the morning - Lukas Graham
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,20,Computer Science,,,53703,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Someday - The Strokes
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Science: Biology/Life,,,53706,32.22,-80.75,pepperoni,dog,Yes,no preference,Maybe,Homegrown by Zac Brown Band
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,53703,41.8781,87.6298,Other,dog,Yes,early bird,Yes,Constellations - Jack Johnson
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,53706,34.0549,118.2426,sausage,dog,Yes,night owl,Yes,"Come On Eileen 
+
+By Dexys Midnight Runners "
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,40.7128,74.006,pepperoni,cat,Yes,early bird,Yes,Free Bird - Lynyrd Skynyrd
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,53703,40.416,-3.703,pepperoni,dog,Yes,no preference,Maybe,"come as you are, nirvana"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,41.8781,-87.6298,sausage,dog,No,night owl,Yes,Clarity by Zedd 
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics Major ,Data Science Certificate or Minor,53706,22.3964,114.1095,sausage,dog,Yes,night owl,Maybe,The Less I know The Better - Tame Impala
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Engineering: Mechanical,,,53715,44.9778,-93.265,pineapple,dog,Yes,early bird,No,Superposition Daniel Caesar
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Science: Chemistry,,,53706,41.3851,2.1734,basil/spinach,dog,Yes,early bird,No,Don't Stop Believing by Journey 
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,53706,59.9115,10.7579,pepperoni,dog,Yes,no preference,Maybe,Apologize - OneRepublic
+COMP SCI 319:LEC001,LEC001,23,Science: Other,,,53726,43.0389,-87.9065,sausage,dog,No,early bird,Yes,Homesick - Noah Kahan
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Science: Biology/Life,,,53706,46.7867,92.1005,pineapple,cat,Yes,early bird,Yes,Birdhouse In Your Soul (They Might Be Giants)
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,53703,44,-94,pineapple,dog,Yes,early bird,Maybe,Rick Astley- Never Gonna Give You Up
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,21,Data Science,,,53705,65.6466,-21.643,macaroni/pasta,cat,Yes,no preference,No,Choose Life by Poorstacy
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,19,Computer Science,,,53706,40.7128,-74.006,pineapple,cat,No,early bird,No,Love Story- Taylor Swift
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Mathematics/AMEP,,,53703,,,pepperoni,neither,No,night owl,Yes,"雪distance - Capper
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,17,Data Science,,,53706,51.7692,19.4018,basil/spinach,cat,Yes,night owl,Maybe,Eventually by Tame Impala
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,17,Data Science,,,53706,48.857,2.352,none (just cheese),dog,Yes,night owl,No,Clean by Taylor Swift
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,My primary major is economics and I will major in Business (Actuarial Science or Accounting).,"As a secondary major, I have an interest in Data Science.",53703,36,127.7,Other,dog,Yes,night owl,Yes,"Vancouver - BIG Naughty
+
+ "
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53703,37.9598,-104.8202,mushroom,dog,Yes,night owl,Maybe,Hotel California by the Eagles
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Data Science,,,53706,40.628,14.485,sausage,dog,No,night owl,Yes,No More by Jazzmeia Horn
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,18,Data Science,,,53706,43.4203,-88.1865,none (just cheese),dog,No,early bird,Yes,Style - Taylor Swift
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,21,Computer Science,,,53703,40.7128,-74.006,mushroom,cat,Yes,night owl,Maybe,"Welcome to New York, Taylor Swift"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53706,25.2048,55.2708,pineapple,cat,No,night owl,Yes,90210 - Travis Scott
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Science: Biology/Life,,,53706,39.6636,105.8792,basil/spinach,dog,Yes,early bird,No,We'll All Be Here Forever by Noah Kahan
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC001,18,Engineering: Mechanical,,,53706,44.5937,-93.4329,pepperoni,dog,No,no preference,Yes,One Beer - MF DOOM
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,"I'm a Dairy Science major, but am pursuing a Data Science certificate.",,53726,42.36,71.1,sausage,dog,No,night owl,Yes,Secrets by One Republic
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,19,Business: Finance,,Information systems  ,53706,3.139,101.6869,none (just cheese),cat,No,no preference,Yes,"Knocking on Heavens Door, Guns n roses"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53703,,,pepperoni,dog,No,early bird,Maybe,This Town's Been Too Good To Us by Dylan Scott
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,19,Engineering: Other,,,53706,44.9608,-89.6302,none (just cheese),dog,Yes,night owl,No,Need a Favor - Jelly Roll
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,21,Engineering: Biomedical,,,53703,32.7765,-79.9311,pepperoni,cat,No,no preference,No,Revival - Zach Bryan
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,53706,38.9072,-77.0369,sausage,dog,No,night owl,Yes,White Lies- Max Frost
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Other (please provide details below).,Education Studies,,53703,30.5728,104.0668,mushroom,cat,No,no preference,Maybe,Hindenburg lover-Anson Seabra
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,21,Statistics,,,53715,30,20,pineapple,cat,No,night owl,Yes,hello from adele
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Mechanical,,,53706,44.3009,-90.9505,none (just cheese),cat,Yes,early bird,No,"All along the watchtower, Jimi Hendrix"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC005,18,Engineering: Industrial,,,53706,30.3539,97.7702,sausage,cat,Yes,early bird,Maybe,Pink + White by Frank Ocean
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,40.4855,-106.8336,pineapple,neither,No,night owl,Maybe,"Viva La Vida - Coldplay
+
+ 
+
+ "
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Data Science,,"Economics, English",53706,60.3913,5.3221,sausage,dog,Yes,no preference,Yes,Before the Sun - Greg alan isakov
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53703,40.7128,-74.006,basil/spinach,cat,No,early bird,Yes,"Moonlight on The River, Mac Demarco"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,Engineering: Biological Systems ,,53703,43.0731,-89.4012,pineapple,dog,Yes,early bird,No,Fast Car by Luke Combs
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Data Science,,,53706,25.7617,-80.1918,pepperoni,dog,Yes,night owl,Yes,Favorite Song Toosii
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,32,Other (please provide details below).,Consumer Behavior and Marketplace Studies,"Digital Studies, Business Cert for non-business majors",53719,23.1136,-82.3666,Other,dog,No,no preference,Yes,Arctic Monkey’s - Do I wanna Know ( Dua Lipa Cover) 
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC003,,Engineering: Industrial,,,53703,36.058,103.79,pineapple,cat,No,night owl,No,<<Love Story>>; Taylor Swift; 
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Economics,Spanish,53703,37.3891,-5.9845,basil/spinach,cat,Yes,early bird,No,Everybody wants to rule the world by Tears for fears
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Mechanical,,,53715,38.6973,-9.4218,pepperoni,dog,No,night owl,Yes,Go Your Own Way - Fleetwood Mac
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,n/a,n/a,53706,42.1491,-84.0202,sausage,dog,Yes,night owl,Yes,TNT by AC DC
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Biomedical,,,53703,35.6895,35.6895,mushroom,dog,No,night owl,Yes,Threat to Joy- Strokes
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,17,Data Science,,I am double majoring in data science and economics.,53706,41.7851,-88.2471,basil/spinach,dog,No,night owl,Yes,Back to December by Taylor Swift
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Science: Biology/Life,,,53706,44.98,93.27,sausage,cat,Yes,night owl,Yes,Fade Into You - Mazzy Star
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Data Science,,,53590,47.9972,7.8538,pepperoni,dog,No,early bird,Maybe,Bohemian Rhapsody - Queen
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Engineering: Biomedical,,,53706,41.9,12.5,Other,neither,Yes,night owl,Maybe,Getaway car
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Engineering: Mechanical,,,53706,45.61,-94.21,basil/spinach,dog,Yes,no preference,No,Everybody Wants to Rule the World - Tears For Fears
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,,Engineering: Mechanical,,,53703,40.4168,3.7038,pepperoni,cat,No,early bird,No,One of then is Find Your Flame by SEGA
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Data Science,,,53706,35.6895,139.6917,pepperoni,dog,Yes,night owl,Yes,Hotel California - Eagles
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Data Science,,Spanish,53706,46.7828,-92.1055,none (just cheese),dog,Yes,early bird,Yes,Stacy's Mom
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Data Science,,,53703,40.7128,-74.006,mushroom,dog,Yes,early bird,No,All my love - Noah Kahan
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Engineering: Industrial,,,53706,32.8262,-117.2642,pineapple,dog,No,night owl,Maybe,"Down Low, Dombresky"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,Undecided ,,53706,64.1472,-21.9424,pepperoni,dog,Yes,no preference,Maybe,i by Kendrick Lamar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Other (please provide details below).,Economics w data science certificate,,53703,40.7306,-73.9352,pepperoni,dog,Yes,night owl,Yes,Schizo - Travis Scott & Young Thug
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Business: Other,Management & Human Resources,Data Science,53706,10.8231,106.6297,mushroom,dog,No,night owl,Maybe,Flowers - Miley Cyrus
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Computer Science,,,53534,43.0739,-89.3852,sausage,dog,No,no preference,Yes,All I wanna do-Jay Park
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,41.8781,-87.6298,Other,dog,Yes,no preference,Yes,surf - mac miller
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Mechanical,,,53715,23.7142,-166.205,pepperoni,dog,No,night owl,Maybe,Somthing in the Orange (Zack Bryan)
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,N/A,53706,40.5509,14.2429,pepperoni,cat,No,early bird,Yes,"Any Taylor Swift Song, one including Fearless"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Engineering: Mechanical,,,53562,19.0533,-104.3161,macaroni/pasta,dog,No,early bird,Yes,Escape (The Pina Colada Song) - Rupert Holmes
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,53706,43.0731,-89.4012,pineapple,cat,Yes,night owl,Yes,Anything by Taylor Swift (must be Taylor's Version if the album is available) 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Engineering: Industrial,,Data Science ,55424,21.1743,-86.8466,pineapple,dog,Yes,no preference,Maybe,Some nights - fun.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Other (please provide details below).,I am a sociology major.,A few minors but no other majors at this point. ,53726,43,-88,green pepper,dog,Yes,night owl,Yes,Natural Mystic - Bob Marley
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,20,Engineering: Industrial,,,53705,34.6819,112.4681,green pepper,neither,No,night owl,Yes,"Komm, süßer Tod (come on sweet death)"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Data Science,,,53706,-22.9068,43.1729,Other,dog,Yes,night owl,Yes,Red Red Wine by UB40
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,21,Engineering: Mechanical,,,53711,44.9932,-93.5635,sausage,dog,Yes,night owl,Yes,Chan Chan; Bueno Vista Social Club 
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,economics,political science,53715,41.9,12.5,basil/spinach,cat,No,early bird,No,sundress Asap Rocky
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,19,Computer Science,,Mathematics,53703,,,pineapple,cat,No,night owl,Maybe,"Blinding Lights, The Weeknd "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,,Science: Biology/Life,,,53706,23.0033,120.2588,none (just cheese),dog,No,no preference,Yes,It's a Kind of Magic - Queen
+"COMP SCI 220:LEC005, COMP SCI 220:LAB351",LEC005,20,Data Science,,,53706,34.4208,-119.6982,pineapple,dog,No,early bird,Yes,Cigarette Daydreams by Cage the Elephant
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,pepperoni,dog,No,night owl,Yes,Can't Tell Me Nothing - Kanye West 
+"COMP SCI 220:LAB352, COMP SCI 220:LEC005",LEC005,18,Other (please provide details below).,Political Science,data science,53706,39.2783,-74.5755,sausage,dog,No,night owl,Yes,Goodmorning by bleachers
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC001,19,Other (please provide details below).,A double major in Data Science and Economics,,53706,39.0742,21.8243,sausage,dog,No,no preference,Yes,New Romantics - Taylor Swift
+"COMP SCI 220:LEC005, COMP SCI 220:LAB352",LEC005,19,Engineering: Mechanical,,,53715,39.9527,-75.164,sausage,dog,Yes,early bird,Yes,Golden Hour- jVke
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,18,Data Science,,I am also planning to major in Business Management.,53706,35.6528,139.8395,pepperoni,dog,No,night owl,Maybe,"I do not really have a specific favorite song, but my all-time favorite genres are rocks with bands like Queens, The White Stripes, Linkin Park,...But mostly I listen to unlyrical songs like phonk and lofi depending on the mood. "
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,21,Science: Physics,,,53726,43.0731,-89.4012,green pepper,cat,No,night owl,No,Gymnopedie No. 1 - Eric Satie
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,53715,39.6003,-105.9831,sausage,dog,No,night owl,Yes,Istanbul (Not Constantinople)
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Industrial,,,53715,19.7193,-156.0013,pepperoni,dog,No,night owl,Yes,Cuccurucucù by Franco Battiato
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Other (please provide details below).,Economics,Possibly mathematics,53706,42.3601,-71.0589,macaroni/pasta,dog,No,night owl,Yes,Castle on the Hill by Ed Sheeran
+"COMP SCI 220:LAB351, COMP SCI 220:LEC005",LEC005,19,Other (please provide details below).,Information Science ,Political Science,53715,41.8781,-87.6298,pepperoni,cat,Yes,early bird,No,Both - Tiesto & BIA 
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,Communication,,53715,45.0557,-92.8101,basil/spinach,dog,No,no preference,Maybe,"Meet me in the morning, Bob Dylan"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Computer Science,,,53706,35.6067,-220.2139,pepperoni,cat,No,night owl,Yes,24k magic- Bruno Mars
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Statistics,,,53703,-36.8485,174.7633,pepperoni,cat,No,night owl,Yes,Eastside Banny Blanco
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Business: Actuarial,,,53703,-33.8688,151.2093,pepperoni,dog,Yes,night owl,Yes,I Remember Everything by Zach Bryan
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC005,18,Data Science,,,53703,40.7128,74.006,none (just cheese),dog,No,night owl,Yes,Revival by Zach Bryan
+COMP SCI 319:LEC002,LEC002,30,Science: Other,Geoscience,,53703,-63.9755,-57.9712,basil/spinach,dog,Yes,early bird,Yes,Un Dia - Juana Molina
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Engineering: Mechanical,na,na,53704,,,sausage,cat,No,early bird,Maybe,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Engineering: Mechanical,,,53706,43.0731,-89.4012,pepperoni,cat,No,night owl,Yes,No Plan By Hozier
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,23,Computer Science,,,53705,30.2741,120.1551,macaroni/pasta,neither,Yes,no preference,No,soaring-TomLeevis
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53726,18.15,-65.8,sausage,dog,Yes,night owl,Maybe,Its all coming back to me now by Celine Dion
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Science: Biology/Life,,,53715,39.9042,116.4074,sausage,cat,No,night owl,Maybe,"[米津玄師 - アンビリーバーズ , Kenshi Yonezu - Unbelivers] (https://www.youtube.com/watch?v=naJcqMBbAn4)"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Statistics,,mathematics ,53706,35.86,104.2,sausage,cat,No,no preference,Maybe,Lemon Tree by Fools Garden
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,Mathematics,53706,41.8781,-87.6298,pepperoni,cat,No,no preference,Yes,Kon Queso by MF DOOM
+COMP SCI 319:LEC001,LEC001,22,Computer Science,,,53703,45.576,13.8475,pepperoni,dog,No,early bird,No,i dont know
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,53706,35.6895,139.6917,pepperoni,dog,Yes,early bird,Yes,Levels - Sidhu Moosewala
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,20,Engineering: Mechanical,,,53703,29.6548,91.1405,green pepper,cat,Yes,early bird,No,Perfect by Ed Sheeran 
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Economics,,53715,64.1472,-21.9424,Other,cat,No,no preference,Maybe,
diff --git a/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/restaurants.csv b/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/restaurants.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ab3910112f489c75fbfd392891dc0e7f2aa7fe8a
--- /dev/null
+++ b/s24/AmFam_Ashwin/16_List_Practice/Lecture Code/restaurants.csv	
@@ -0,0 +1,8 @@
+restaurant_id,name,x_coord,y_coord
+MCD_1,McDonalds,-3,-3
+EIN_1,Einsteins Bagels,1,3
+STA_1,Starbucks,0,1
+MCD_2,McDonalds,2,0
+GRE_1,Greenbush Donuts,0,-3
+STA_2,Starbucks,-2,1
+PAN_1,Panda Express,,
diff --git a/s24/AmFam_Ashwin/16_List_Practice/lec-16-worksheet.docx b/s24/AmFam_Ashwin/16_List_Practice/lec-16-worksheet.docx
new file mode 100644
index 0000000000000000000000000000000000000000..713cb8aa3695e34960c49f746b8c99ecc3fea466
Binary files /dev/null and b/s24/AmFam_Ashwin/16_List_Practice/lec-16-worksheet.docx differ
diff --git a/s24/AmFam_Ashwin/16_List_Practice/lec-16-worksheet.pdf b/s24/AmFam_Ashwin/16_List_Practice/lec-16-worksheet.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..c174f7b56d2d6dbc899d1d1e3514b18d4da8465a
Binary files /dev/null and b/s24/AmFam_Ashwin/16_List_Practice/lec-16-worksheet.pdf differ