diff --git a/s24/Louis_Lecture_Notes/15_CSVs/Lec_15_CSVs_Solution_Oliphant.ipynb b/s24/Louis_Lecture_Notes/15_CSVs/Lec_15_CSVs_Solution_Oliphant.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..c8ed3aab3eb678368c694100113fba03a77ce18e
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+++ b/s24/Louis_Lecture_Notes/15_CSVs/Lec_15_CSVs_Solution_Oliphant.ipynb
@@ -0,0 +1,649 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 0: Write a program that manages a grocery list!\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.\n",
+    "\n",
+    "my_groceries = []\n",
+    "\n",
+    "while True:\n",
+    "    choice = input(\"What do you want to do? (A, D, P, Q): \")\n",
+    "    \n",
+    "    # TODO Improve handling of errors (e.g. user tries to remove a food that doesn't exist)\n",
+    "    choice = choice.upper()\n",
+    "    if choice == 'A':\n",
+    "        add_food = input(\"What do you want to add? \")\n",
+    "        my_groceries.append(add_food)\n",
+    "    elif choice == 'D':\n",
+    "        rem_food = input(\"What do you want to remove? \")\n",
+    "        while not rem_food in my_groceries:\n",
+    "            print('{} is not in your grocery list!'.format(rem_food))\n",
+    "            rem_food = input(\"What do you want to remove? \")\n",
+    "        my_groceries.remove(rem_food)\n",
+    "    elif choice == 'P':\n",
+    "        print(\"Your groceries are \", my_groceries)\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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup #1: Profanity Filter\n",
+    "\n",
+    "def profanity_filter(sentence, bad_words):\n",
+    "    ''' replaces all instances of any word in bad_words with \\n\n",
+    "    a word with the first letter and then @s and the same length'''\n",
+    "    \n",
+    "    sentence_split = sentence.split(\" \")\n",
+    "    cleaned_sentence = []\n",
+    "    \n",
+    "    for word in sentence_split:\n",
+    "        # TODO We need to improve this! Extra practice!\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",
+    "    \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)) # TODO On your own, how would you handle this?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup #2: Take a look at these list methods \n",
+    "# https://www.w3schools.com/python/python_ref_list.asp\n",
+    "dairy = [\"milk\", \"ice cream\", \"cheese\", \"yogurt\" ]\n",
+    "\n",
+    "#use the .index() method to get the index of \"ice cream\"\n",
+    "dairy.index(\"ICE cream\".lower())\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup #3:  Because a list is a sequence, we can use the 'in' operator\n",
+    "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",
+    "\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",
+    "\n",
+    "- Use pre-written Python code to read a CSV file into a list of lists.\n",
+    "\n",
+    "- Write Python statements with double list indexing to access any element of a CSV file via a list of lists.\n",
+    "\n",
+    "- Write code that answers questions about CSV data by writing for loops on lists of lists.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Reading a CSV"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Now lets store the contents of the CSV file into Python lists\n",
+    "\n",
+    "# copied 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",
+    "    exampleFile = open(filename, encoding=\"utf-8\")  \n",
+    "    \n",
+    "    # prepare it for reading as a CSV object\n",
+    "    exampleReader = csv.reader(exampleFile) \n",
+    "    \n",
+    "    # use the built-in list function to convert this into a list of lists\n",
+    "    exampleData = list(exampleReader)        \n",
+    "    \n",
+    "    # close the file to tidy up our workspace\n",
+    "    exampleFile.close()  \n",
+    "    \n",
+    "    # return the list of lists\n",
+    "    return exampleData\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Call the process_csv function and store the list of lists in cs220_csv\n",
+    "cs220_csv = process_csv('cs220_survey_data.csv')\n",
+    "cs220_csv"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Store the header row into cs220_header\n",
+    "cs220_header = cs220_csv[0]\n",
+    "cs220_header"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Store all of the data rows into cs220_data\n",
+    "cs220_data = cs220_csv[1:]\n",
+    "cs220_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## CSVs as a List of Lists"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out the lecture number of the 4th student...by hardcoding its row and column....\n",
+    "cs220_data[3][1]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out the sleeping habit for the 2nd student...by hardcoding its row and column....\n",
+    "cs220_data[1][-3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out how many students completed the survey.\n",
+    "len(cs220_data)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out every student's sleep habits and major\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_sleep_habit = cs220_data[i][12]\n",
+    "    current_major = cs220_data[i][3]\n",
+    "    print(current_sleep_habit + '\\t\\t' + current_major)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# FIX: Print out every students' age in 10 years.\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cs220_data[i][2]\n",
+    "    if current_age == \"\":\n",
+    "        continue\n",
+    "    current_age = int(current_age)\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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Remember creating cs220_header?\n",
+    "cs220_header"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get the column index of \"Pizza topping\"\n",
+    "cs220_header.index(\"Pizza topping\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# We want to invoke something like...\n",
+    "# cell(24, \"Pet owner\")\n",
+    "# cell(63, \"Zip Code\")\n",
+    "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out the lecture number of the 4th student... using the cell function\n",
+    "cell(3, \"Lecture\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out the fav pizza topping of the 8th student... using the cell function\n",
+    "cell(7, \"Pizza topping\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out every student's sleep habits and major using the cell function\n",
+    "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out every students' age in 10 years using the cell function\n",
+    "# ... that didn't really help us here!\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cell(i, \"Age\")\n",
+    "    print(type(current_age))\n",
+    "    if current_age != None:\n",
+    "        print(current_age + 10)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Improve the cell function so it returns the appropriate type.\n",
+    "# If there is nothing in the cell, return None\n",
+    "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\":\n",
+    "        return int(val)\n",
+    "    else:\n",
+    "        return val\n",
+    "    \n",
+    "# Yours to do... can you handle Zip Code, Latitude, and Longitude?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out every students' age in 10 years using the cell function\n",
+    "# ... much better!\n",
+    "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get the average age of each lecture...\n",
+    "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:\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 {} is {}\".format(\"LEC001\", round(sum(students_lec_001) / len(students_lec_001), 2)))\n",
+    "print(\"Average age for {} is {}\".format(\"LEC002\", round(sum(students_lec_002) / len(students_lec_002), 2)))\n",
+    "print(\"Average age for {} is {}\".format(\"LEC003\", round(sum(students_lec_003) / len(students_lec_003), 2)))\n",
+    "print(\"Average age for {} is {}\".format(\"LEC004\", round(sum(students_lec_004) / len(students_lec_004), 2)))\n",
+    "print(\"Average age for {} is {}\".format(\"LEC005\", round(sum(students_lec_005) / len(students_lec_005), 2)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get the average age of each lecture... With less hardcoding!\n",
+    "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",
+    "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 {} is {}\".format(\"LEC00\" + str(i + 1), round(total_age / total_students, 2)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# What are the unique ages for each lecture?\n",
+    "for i in range(len(lectures_of_ages)):\n",
+    "    unique_ages = list(set(lectures_of_ages[i]))\n",
+    "    print(sorted(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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "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 {} runners, of which {} are procrastinators.'.format(count_runners, count_running_procrastinators))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "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 = cell(i, 'Procrastinator')\n",
+    "    current_runner = cell(i, '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 {} runners, of which {} are procrastinators.'.format(count_runners, count_running_procrastinators))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# What percentage of 18 to 20-year-olds have their major declared as \"Other\"? [][]\n",
+    "\n",
+    "# Could alternatively have 2 count variables.\n",
+    "all_18_to_20 = []\n",
+    "all_18_to_20_and_other = []\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cs220_data[i][cs220_header.index('Age')]\n",
+    "    current_major = cs220_data[i][cs220_header.index('Primary major')]\n",
+    "    \n",
+    "    if current_age == \"\":\n",
+    "        continue\n",
+    "        \n",
+    "    current_age = int(current_age)\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",
+    "(len(all_18_to_20_and_other) / len(all_18_to_20)) * 100"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# What percentage of 18 to 20-year-olds have their major declared as \"Other\"? cell\n",
+    "\n",
+    "# Could alternatively have 2 count variables.\n",
+    "all_18_to_20 = []\n",
+    "all_18_to_20_and_other = []\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cell(i, 'Age')\n",
+    "    current_major = cell(i, 'Primary major')\n",
+    "    \n",
+    "    if current_age == None:\n",
+    "        continue\n",
+    "        \n",
+    "    current_age = int(current_age)\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",
+    "(len(all_18_to_20_and_other) / len(all_18_to_20)) * 100"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Does the oldest basil/spinach-loving Business major prefer cats, dogs, or neither? [][]\n",
+    "oldest_idx = None\n",
+    "oldest_age = None\n",
+    "\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_age = cs220_data[i][cs220_header.index('Age')]\n",
+    "    current_pizza = cs220_data[i][cs220_header.index('Pizza topping')]\n",
+    "    current_major = cs220_data[i][cs220_header.index('Primary major')]\n",
+    "    \n",
+    "    if current_age == \"\":\n",
+    "        continue\n",
+    "        \n",
+    "    current_age = int(current_age)\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(cs220_data[oldest_idx][cs220_header.index('Cats or dogs')])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Does the oldest basil/spinach-loving Business major prefer cats, dogs, or neither? cell\n",
+    "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",
+    "    \n",
+    "    if current_age == None:\n",
+    "        continue\n",
+    "        \n",
+    "    current_age = int(current_age)\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(cell(oldest_idx, \"Cats or dogs\"))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.11.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/Louis_Lecture_Notes/15_CSVs/Lec_15_CSVs_Template_Oliphant.ipynb b/s24/Louis_Lecture_Notes/15_CSVs/Lec_15_CSVs_Template_Oliphant.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..c4761891bdc069bae8f9321e589264f5b19571d5
--- /dev/null
+++ b/s24/Louis_Lecture_Notes/15_CSVs/Lec_15_CSVs_Template_Oliphant.ipynb
@@ -0,0 +1,24634 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['peanut butter']\n",
+      "['peanut butter', 'bread', 'jelly', 'cheese', 'pickle']\n",
+      "['peanut butter', 'jelly', 'cheese', 'pickle']\n",
+      "['peanut butter', 'jelly', 'pickle']\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Warmup 0: Mutating a list\n",
+    "\n",
+    "my_groceries = []\n",
+    "\n",
+    "#use .append() to add an item to the end of a list\n",
+    "my_groceries.append(\"peanut butter\")\n",
+    "print(my_groceries)\n",
+    "\n",
+    "#use .extend() to add *ALL* items from one list to another list\n",
+    "my_groceries.extend([\"bread\",\"jelly\",\"cheese\",\"pickle\"])\n",
+    "print(my_groceries)\n",
+    "\n",
+    "#use .pop() to remove an item at a specific index\n",
+    "my_groceries.pop(1)\n",
+    "print(my_groceries)\n",
+    "\n",
+    "#use .remove() by matching a value\n",
+    "my_groceries.remove(\"cheese\")\n",
+    "print(my_groceries)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 0: Write a program that manages a grocery list!\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.\n",
+    "\n",
+    "my_groceries = []\n",
+    "\n",
+    "while True:\n",
+    "    choice = input(\"What do you want to do? (A, D, P, Q): \")\n",
+    "    \n",
+    "    # TODO_0: There's a bug... Fix this.\n",
+    "    choice.upper()\n",
+    "    if choice == 'A':\n",
+    "        # TODO_3: Prompt the user to enter in a food and add it to the list.\n",
+    "        pass\n",
+    "    elif choice == 'D':\n",
+    "        # TODO_4: Prompt the user to enter in a food and remove it from the list.\n",
+    "        pass\n",
+    "    elif choice == 'P':\n",
+    "        # TODO_2: Print the user's list.\n",
+    "        pass\n",
+    "    elif choice == 'Q':\n",
+    "        # TODO_1: Quit the program\n",
+    "        pass\n",
+    "    else:\n",
+    "        print('I don\\'t understand. Please try again!')\n",
+    "        \n",
+    "print('Thanks for shopping!')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup #1: Profanity Filter\n",
+    "\n",
+    "def profanity_filter(sentence, bad_words):\n",
+    "    ''' replaces all instances of any word in bad_words with\n",
+    "    a word with the first letter from the profanity and the rest of the characters\n",
+    "    using @ with the same length as the profanity'''\n",
+    "    \n",
+    "    sentence_split = sentence.split(\" \")\n",
+    "    cleaned_sentence = []\n",
+    "    \n",
+    "    for word in sentence_split:\n",
+    "        # TODO We need to improve this! Extra practice!\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",
+    "    \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))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup #2: Take a look at these list methods \n",
+    "# https://www.w3schools.com/python/python_ref_list.asp\n",
+    "dairy = [\"milk\", \"ice cream\", \"cheese\", \"yogurt\" ]\n",
+    "\n",
+    "#use the .index() method to get the index of \"ice cream\"\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup #3:  Because a list is a sequence, we can use the 'in' operator\n",
+    "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 Spreadsheet file and export it to a Comma Separated Value file.\n",
+    "\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",
+    "\n",
+    "- Use pre-written Python code to read a CSV file into a list of lists.\n",
+    "\n",
+    "- Write Python statements with double list indexing to access any element of a CSV file via a list of lists.\n",
+    "\n",
+    "- Write code that answers questions about CSV data by writing for loops on lists of lists.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Reading a CSV"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Now lets store the contents of the CSV file into Python lists\n",
+    "\n",
+    "# copied 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",
+    "    exampleFile = open(filename, encoding=\"utf-8\")  \n",
+    "    \n",
+    "    # prepare it for reading as a CSV object\n",
+    "    exampleReader = csv.reader(exampleFile) \n",
+    "    \n",
+    "    # use the built-in list function to convert this into a list of lists\n",
+    "    exampleData = list(exampleReader)        \n",
+    "    \n",
+    "    # close the file to tidy up our workspace\n",
+    "    exampleFile.close()  \n",
+    "    \n",
+    "    # return the list of lists\n",
+    "    return exampleData\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "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'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53,703',\n",
+       "  '48.86',\n",
+       "  '2.35',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Yo no soy Celoso-Bad Bunny'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology: MS program in psychology department called Data Science in Human Behavior, which belong to psychology major but need data science skills.',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '48.8',\n",
+       "  '2.3',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Jupiter from the Planets, Gustav Holst'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43',\n",
+       "  '-89',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Everybody Talks Neon Trees'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,092',\n",
+       "  '41',\n",
+       "  '88',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'none'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '16.0544',\n",
+       "  '108.2022',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Hypnotize by notorious BIG'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'Mechanical Engineering',\n",
+       "  'NA',\n",
+       "  '53,706',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '\"Give Up Baby Go\" by: Peach Pit'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '39.9308',\n",
+       "  '116.3863',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Coffee Bean - Travis Scott'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Communication Sciences and Disorders',\n",
+       "  'N/A',\n",
+       "  '53,717',\n",
+       "  '43.73',\n",
+       "  '7.42',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Your Song - Elton John'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'statistic',\n",
+       "  '53,706',\n",
+       "  '34',\n",
+       "  '108',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Jielun Zhou, a chinese singer'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Usurper -NXCRE and the Villains'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.008',\n",
+       "  '28.978',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'pitbull - fireball'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '48.5348',\n",
+       "  '-123.0161',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Flesh & Bone - Sammy Rae & The Friends'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Sciences\\xa0',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'currently my favorite songs are \"Enticing\" by Mike Sabath and \"Weekends and Candy\" by Noah Elliott'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\n\\n\\xa0',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '36.8',\n",
+       "  '-237.7',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Super Seventeen'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC002',\n",
+       "  '4',\n",
+       "  'Computer Science',\n",
+       "  'h',\n",
+       "  'j',\n",
+       "  '53,706',\n",
+       "  '877',\n",
+       "  '7,978',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'pop'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,706',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '---------------------------\\nShelter --- Porter Robinson\\n---------------------------'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  'Not yet',\n",
+       "  'Game Design',\n",
+       "  '53,703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Nights'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'math',\n",
+       "  '53,703',\n",
+       "  '20',\n",
+       "  '40',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'no music\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Come as you are-Nirvana'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Zanzibar by Billy Joel'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '18.5204',\n",
+       "  '73.8567',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Adults are Talking - The Strokes'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '41.5231',\n",
+       "  '-88.604',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Rock Me Amadeus- Falco\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Rock Lobster, The B-52's\"],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Lo que siento-Cuco\\xa0'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '/',\n",
+       "  '/',\n",
+       "  '53,706',\n",
+       "  '22.3193',\n",
+       "  '114.1694',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Ask - The Smiths'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '.',\n",
+       "  '.',\n",
+       "  '53,715',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cruel Summer - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Business: Information Systems\\xa0\\n\\nConsulting Certificate',\n",
+       "  '53,703',\n",
+       "  '41.2258',\n",
+       "  '2.1037',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Come back to earth - mac miller'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.3275',\n",
+       "  '19.8187',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Not explicit - Rich Minion by Yeat\\xa0\\n\\n\\xa0\\n\\nExplicit - Still Countin by Yeat'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40',\n",
+       "  '116',\n",
+       "  'green pepper',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Childhood memory -- Bandari'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '0',\n",
+       "  '0',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'なんでもないや (name of the song)\\n\\nradwimps(band name)\\n\\nNandemonaiya (English name)\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Beautiful Things - Benson Boone'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Cartography and GIS major',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '36.0671',\n",
+       "  '120.3826',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Viva La Vida by Coldplay'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Ophelia - The Lumineers'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '24.2227',\n",
+       "  '55.7651',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Ice cube\\n\\nIt was a good day'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.8453',\n",
+       "  '-91.2373',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"This question is unfair as my favorite song changes by the week. At the moment I suppose I'd say Sunday Bloody Sunday by U2.\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.7866',\n",
+       "  '20.4489',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Imati pa nemati'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '24.0939',\n",
+       "  '38.0634',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Runaway - Kanye West'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Runaway - Kanye West ft. Pusha T\\n\\nSing about Me, I'm Dying of Thirst - Kendrick Lamar\\n\\nIvy - Frank Ocean\\n\\nBohemian Rhapsody - Queen\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '《灰色轨迹》-By Beyond'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '19.8968',\n",
+       "  '-155.5828',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Exile. Taylor Swift.'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,715',\n",
+       "  '53.57',\n",
+       "  '-0.04',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lovers in Japan by Coldplay'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC001',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Business Analytics',\n",
+       "  \"I don't have\",\n",
+       "  '53,703',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Eye of the Tiger\" is a song by the American rock band\\xa0[Survivor] (https://en.wikipedia.org/wiki/Survivor_(band)).\\xa0'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'math (prepare to declare)',\n",
+       "  '53,706',\n",
+       "  '37.4645',\n",
+       "  '121.4479',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"永恒的主题/A Song For Nathan's Wedding, 丁世光(Dean Ting)\"],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '36.6512',\n",
+       "  '117.1201',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'La fille aux cheveux de lin, Claude Debussy'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'BS in atmospheric and oceanic sciences.',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Doin' Time - Sublime.\"],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7306',\n",
+       "  '-73.9352',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  '',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '雪花飘飘'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0077',\n",
+       "  '-88.0244',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'None',\n",
+       "  '53,715',\n",
+       "  '36',\n",
+       "  '105',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Wish you were gay'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'not applicable',\n",
+       "  'not applicable',\n",
+       "  '53,715',\n",
+       "  '74.006',\n",
+       "  '40.7128',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'you belong with me, taylor swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Economics, certificate in data science and digital studies\\xa0\\n\\n\\xa0',\n",
+       "  'Certificate in data science and digital studies.',\n",
+       "  '53,703',\n",
+       "  '43.0833',\n",
+       "  '89.3725',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No Quarter- Led Zeppelin\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.2082',\n",
+       "  '16.3738',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'American Pie by Don Mclean'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Finance',\n",
+       "  'Information Systems',\n",
+       "  '53,706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Real Slim Shady by Eminem'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.6349',\n",
+       "  '-106.5268',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Revival, Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Novacandy Post Malone'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '113.2031',\n",
+       "  '22.4313',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Paris in the rain Lauv'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'my major is economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'name: Feel special\\n\\nArtist: TWICE'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9212',\n",
+       "  '-93.4687',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Incredible Sauce by Giggs and Dave'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.3743',\n",
+       "  '2.0929',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Revival-Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'none',\n",
+       "  '53,703',\n",
+       "  '44.3871',\n",
+       "  '-89.8281',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Upside Down by Jack Johnson\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  'N/A',\n",
+       "  'Economics',\n",
+       "  '53,706',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Back in Black by ACDC'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37.4419',\n",
+       "  '-122.143',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Lights - Journey'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science certificate',\n",
+       "  '53,726',\n",
+       "  '49.38',\n",
+       "  '10.19',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Georgia - Boz Scaggs'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Fearless by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,701',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Black by Pearl Jam'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,703',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"... Wot's...Uh the Deal by Pink Floyd\\xa0\"],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '37.1507',\n",
+       "  '-94.4439',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'None'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'econ',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '29',\n",
+       "  '120',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'LATATA\\xa0 by (G)I-DLE'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Data Science',\n",
+       "  'Economics',\n",
+       "  'Minor DS',\n",
+       "  '53,703',\n",
+       "  '36.03',\n",
+       "  '120.22',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Artist George Condo'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'History',\n",
+       "  'Religious studies\\xa0',\n",
+       "  '53,703',\n",
+       "  '32.0584',\n",
+       "  '118.7965',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Paper ring\"\\n\\nTaylor Swift\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Science: Chemistry',\n",
+       "  '',\n",
+       "  'genetics',\n",
+       "  '53,715',\n",
+       "  '36',\n",
+       "  '120',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'shape of you\\n\\n\\xa0Ed Sheeran'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,704',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Surround Sound - J.I.D'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.3769',\n",
+       "  '8.5417',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'This Town by Niall Horan'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '34.4208',\n",
+       "  '-119.6982',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Right Down the Line - Gerry Rafferty'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Let it happen- tame impala'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '49.8397',\n",
+       "  '24.0297',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'F Song by Strawberry Guy'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Certificate in Data Science',\n",
+       "  '53,706',\n",
+       "  '17.0542',\n",
+       "  '-96.7132',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Take it Easy by the Eagles\\xa0'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '32.72',\n",
+       "  '117.16',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Houstonfornication by Travis Scott'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,706',\n",
+       "  '30.0444',\n",
+       "  '31.2357',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'this love- maroon 5'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '51,706',\n",
+       "  '36.0671',\n",
+       "  '120.3826',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Lana Del Ray\\xa0 A&W'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.878',\n",
+       "  '-87.629',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'bohemian rhapsody queen'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'Science: Biochemistry',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-8.3405',\n",
+       "  '115.0919',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Untouchables by Generation X'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  'computer science',\n",
+       "  'data science',\n",
+       "  '53,703',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Love U Like That - Lauv'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  '',\n",
+       "  'Maybe',\n",
+       "  'taylor swift\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,715',\n",
+       "  '41.7119',\n",
+       "  '41.7119',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Travis Scot(Artist) - My Eyes'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9856',\n",
+       "  '-92.9646',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'chiquitita - ABBA\\n\\nel chico del apartamento 512 - Selena'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Astronomy-Physics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '5.4203',\n",
+       "  '100.3119',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Time With God, Midly Jadis'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '36',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Urban and Regional Planning. Focus on GIS and geospatial data analysis and mapping.\\xa0',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '43.29',\n",
+       "  '-0.37',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vulfpeck, Animal Spirits'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics B.S.',\n",
+       "  '53,705',\n",
+       "  '46.0649',\n",
+       "  '13.2307',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Take it off - Fisher\\xa0'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  '',\n",
+       "  '29',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,704',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'talking to the moon, Bruno Mars'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '37.3382',\n",
+       "  '-121.8863',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Feel This Moment by Pitbull,'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '30.5928',\n",
+       "  '114.3055',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Call me Maybe'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.8628',\n",
+       "  '-88.231',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Feel Lucky - Mary Chapin Carpenter'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'business-finance',\n",
+       "  '53,703',\n",
+       "  '41.8818',\n",
+       "  '87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Burn It Down- Parker McCollum'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '57,315',\n",
+       "  '44.98',\n",
+       "  '-92.75',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Moving Out, Billy Joel'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '40.9337',\n",
+       "  '40.9337',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Freaks - Surf Curse'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I ONLY WANT TO BE WITH YOU - tommy february6'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37.77',\n",
+       "  '-122.42',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Build Me Up Buttercup - The Foundations'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0745',\n",
+       "  '-89.4105',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Wish you were here- Pink Floyd\\xa0'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance, Accounting',\n",
+       "  '53,715',\n",
+       "  '43.077',\n",
+       "  '-88.1177',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pompeii - Bastille'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'International Studies',\n",
+       "  '53,706',\n",
+       "  '41.0082',\n",
+       "  '28.9784',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mirrorball by Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.2394',\n",
+       "  '-89.3593',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mr Crowley - Ozzy Osbourne'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '23.0978',\n",
+       "  '113.2712',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Take me home, country road.'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Information Systems, Operations and Technology Management',\n",
+       "  '53,703',\n",
+       "  '52.3702',\n",
+       "  '4.8952',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Arabella, Arctic Monkeys'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Risk management and Insurance',\n",
+       "  \"I don't have secondary majors. But I have a minor in data science\",\n",
+       "  '53,706',\n",
+       "  '30.5728',\n",
+       "  '104.0668',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"《My Shot》 from Alexander Hamilton (it's a musical)\"],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,707',\n",
+       "  '24.45',\n",
+       "  '54.37',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Incredible sauce - giggs'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,703',\n",
+       "  '10.7765',\n",
+       "  '106.701',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'I Feel It Coming - The Weeknd, Daft Punk\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '33.9016',\n",
+       "  '-118.4083',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'REST - ANOHNI'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '49.3382',\n",
+       "  '-123.1681',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '505 Arctic Monkeys'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Communication Arts',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '23.6978',\n",
+       "  '120.9605',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Drake'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '35.05',\n",
+       "  '-118.24',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bang! by AJR'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Computer Science',\n",
+       "  'N/A',\n",
+       "  'Certificate of Data Science.',\n",
+       "  '53,705',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Duel of the Fates - John Williams (Star Wars)'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Silver Springs, Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '59.3293',\n",
+       "  '18.0686',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Runaway - Kanye West'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '44.987',\n",
+       "  '93.268',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hey there Delilah- Plain White Ts'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '24',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '37.6',\n",
+       "  '127',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dangerously - Charlie Puth'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  'Double major with Finance',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6297',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Could You be Loved - Bob Marley'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7306',\n",
+       "  '-73.9352',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Life of the party'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '41',\n",
+       "  '-86',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Radiant Memories - Tanuki'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '42.29',\n",
+       "  '-83.81',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'el paso del gigante made by grupo sunador'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '27.712',\n",
+       "  '85.313',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Streetcar by Daniel Ceaser.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'data science',\n",
+       "  '53,715',\n",
+       "  '60.472',\n",
+       "  '60.472',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Winter in the dark. ----Lorde'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Business: Risk Management and Insurance',\n",
+       "  '53,703',\n",
+       "  '48.2082',\n",
+       "  '16.3719',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Upside Down - Jack Johnson'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '43.7664',\n",
+       "  '-87.7381',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"Stacy's Mom by Fountains of Wayne\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9537',\n",
+       "  '-93.09',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Dan Deacon- \"When I was Done Dying\"'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Fade To Black - Metallica'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.9',\n",
+       "  '116.4',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Enchanted, Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Comp. Sci.',\n",
+       "  'Mathematics, and Data Science',\n",
+       "  '53,703',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"Doin' Time by Sublime\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hotel California\\n\\nEagles'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  'Na',\n",
+       "  'Economics',\n",
+       "  '53,703',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Don’t wanna do this anymore- XXXtentacion'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '51.5136',\n",
+       "  '7.4653',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'London Calling, The Clash'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'English Literature',\n",
+       "  'Possible second major in Korean',\n",
+       "  '53,703',\n",
+       "  '47.608',\n",
+       "  '-122.3321',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'OMG - NewJeans'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,726',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Stitches, Shawn Mendes'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.3314',\n",
+       "  '-83.0458',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Waiting on The World to Change - John Mayer'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Alive - Dabin'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,715',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Something - Beatles'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Business: Other',\n",
+       "  'Accounting',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '42.8865',\n",
+       "  '-87.9024',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mental - Denzel Curry'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  'consumer behavior & marketplace studies',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '31',\n",
+       "  '120',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Photograph by Ed Sheeran'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '43.1702',\n",
+       "  '-88.1336',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Beautiful Crazy\" - Luke Combs'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Feather - Sabrina Carpenter'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,715',\n",
+       "  '52',\n",
+       "  '13',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'El Dorado - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'It’s Tricky\\n\\nSong by Run-D.M.C.'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Biochemistry\\xa0',\n",
+       "  'Data Science',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '89.4012',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Hey Ya! Outkast'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.1002',\n",
+       "  '91.4888',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Could You Be Loved - Bob Marley'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Black Hole Sun - Soundgarden'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '49.3987',\n",
+       "  '8.6724',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Darren Kiely - Lost & Found'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'data sceince',\n",
+       "  '53,706',\n",
+       "  '51.552',\n",
+       "  '-0.299',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '38 baby NBA YOUNG. BOY'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '62.601',\n",
+       "  '29.7636',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Doomsday by Cordae and Juice WRLD'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.39',\n",
+       "  '2.15',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Mama Tried - Merle Haggard'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  \"I think something else that I'd say I'm pretty interested in besides data science would be circuits and how they interact with programs\",\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Weird Fishes/Arpeggi - Radiohead'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.77',\n",
+       "  '-73.9461',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Every Teardrop is a waterfall by Coldplay\\xa0'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance',\n",
+       "  '53,703',\n",
+       "  '25.0343',\n",
+       "  '-77.3963',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Clean - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.6833',\n",
+       "  '-93.2766',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"November Rain - Guns N' Roses\"],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '33.44',\n",
+       "  '-112',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dawns-- zach bryan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Communications',\n",
+       "  'No secondary majors yet but who knows',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Boys of Faith by Zach Bryan ft Bon Iver\\n\\nI so wish Louis would do this\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '46.948',\n",
+       "  '8.1738',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Never Gonna Give You Up\\xa0 - Rick Astley'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53,706',\n",
+       "  '37.8706',\n",
+       "  '112.5489',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Run to you by Seventeen'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Kinesiology',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Homecoming - Kanye West'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Engineering for suitability certificate\\xa0\\n\\nThermal energy systems engineering certificate\\xa0',\n",
+       "  '53,760',\n",
+       "  '24.5247',\n",
+       "  '39.5692',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Passenger - Noah Kahan'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '31',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Urban and Regional Planning',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Jung Kook-3D (feat. Jack Harlow)\\n\\nToploader - Dancing in the Moonlight'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9198',\n",
+       "  '-92.9371',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Norf Norf - Vince Staples'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '25',\n",
+       "  'Computer Science',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53,703',\n",
+       "  '21.3069',\n",
+       "  '-157.8583',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Cruel Summer, Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economic, Mathematics',\n",
+       "  '53,705',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Summertime Sadness by Lana del Ray'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Operations Technology Management, Information Systems',\n",
+       "  '53,706',\n",
+       "  '42.8564',\n",
+       "  '-105.8521',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Colder Weather, Zach Brown Band'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9867',\n",
+       "  '-93.2581',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Greatness by Quavo'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.055',\n",
+       "  '-91.6259',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'cant take my eyes off you by frankie valli. good classic'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Science: Other',\n",
+       "  'Environmental Science',\n",
+       "  'Chicano/Latino Studies\\xa0',\n",
+       "  '53,703',\n",
+       "  '19.0414',\n",
+       "  '-98.2063',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Y lloro - Junior H'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '94,303',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Conservation Biology',\n",
+       "  '53,715',\n",
+       "  '32.08',\n",
+       "  '-81.09',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Motorsport by Migos, Cardi B, and Nicki Minaj :)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science Certificate',\n",
+       "  '53,703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Wonder by Kanye West\\n\\nLove by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I was pre-business, but now looking to major in economics and data science minor.\\xa0',\n",
+       "  'No secondary major.',\n",
+       "  '53,703',\n",
+       "  '41.8239',\n",
+       "  '-87.6675',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"Some\" by Steve Lacy and \"Hoja En Blanco\" by Monchy & Alexandra.\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.88',\n",
+       "  '87.63',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'greedy tate mcrae'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Global Health (Switching to Information Science)',\n",
+       "  'N/A',\n",
+       "  '53,715',\n",
+       "  '40.7128',\n",
+       "  '74.006',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You Got Me- The Roots, Erykah Badu'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Data science and finance',\n",
+       "  '53,707',\n",
+       "  '-0.6838',\n",
+       "  '-78.4372',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Radiohead, any song in the in rainbows album'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Accounting',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '20.5937',\n",
+       "  '78.9629',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'nee-nah by 21 savage'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Biology',\n",
+       "  '53,706',\n",
+       "  '-8.34',\n",
+       "  '115.09',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'nightcrawler by travis scott, swae lee, and chief keef'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'mechanical engineering , Physics\\xa0',\n",
+       "  '57,324',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Statistics',\n",
+       "  '53,706',\n",
+       "  '35',\n",
+       "  '135',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Margaritaville Jimmy Buffet'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.2082',\n",
+       "  '16.3738',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Werewolves of London - Warren Zevon'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.3603',\n",
+       "  '71.0573',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'accidentally in love- counting crows\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '42.4317',\n",
+       "  '-71.1933',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sugar - System of a Down'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Prescription - Remi wolf'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7306',\n",
+       "  '-73.9352',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '\"Tell Em\" - Cochise ft. $NOT'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '21.4598',\n",
+       "  '-158.2141',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'The Underdog by Spoon'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '24',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '27.9002',\n",
+       "  '42.3966',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Yesterday Once More, The Carpenters'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Real Estate',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Hard To Explain- The Strokes'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Environmental Science, on pre-optometry track',\n",
+       "  'Certificate in business management',\n",
+       "  '53,715',\n",
+       "  '20.7984',\n",
+       "  '156.3319',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'All the Time - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '52.4326',\n",
+       "  '13.4358',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Fein by Travis Scott'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'Marketing, Minor in Data Science',\n",
+       "  '53,715',\n",
+       "  '37.9838',\n",
+       "  '23.7275',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My Kind of Woman- Mac DeMarco'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.4799',\n",
+       "  '110.7624',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Revival - Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Drama - Aespa'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.1',\n",
+       "  '89.4',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Sultans of Swing - Dire Straits'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Amazing - Rex Orange County'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Thrown Down by Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Bachelors of Arts, Economics',\n",
+       "  '53,703',\n",
+       "  '41',\n",
+       "  '29',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Just a Dream, Snow Strippers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'econ',\n",
+       "  '',\n",
+       "  '91,024',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pyramids by Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'I am pursuing certificates in Data Science and Economic Analytics',\n",
+       "  '53,703',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Offenbach Anthem - by CINTHIE'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Business major: Finance(maybe) and Information systems',\n",
+       "  'Finance and a hybrid minor in philosophy, political science, and economics',\n",
+       "  '53,715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bon Jovi - Livin on a prayer'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics, BA',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Sunset for the Dead by Tommy Newport'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '49',\n",
+       "  '-123',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Numb-Linkin Park'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '32.776',\n",
+       "  '-79.931',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'run around - blues traveler'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'English',\n",
+       "  '53,703',\n",
+       "  '42.6957',\n",
+       "  '-74.9257',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Crane Wife 3 - The Decemberists'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '54,935',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Bang on the drum all day-Todd Rundgren'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '45.55',\n",
+       "  '-122.819',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'For Emma by Bon Iver.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science,',\n",
+       "  'information science',\n",
+       "  '53,706',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Low - SZA'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Eternal Life - Jeff Buckley'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'genetics and genomics',\n",
+       "  'na',\n",
+       "  '53,706',\n",
+       "  '43.4398',\n",
+       "  '-81.5024',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'idk'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.8699',\n",
+       "  '-90.8858',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"You're gonna go far by noah kahan\"],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.3874',\n",
+       "  '2.1686',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Ms. Jackson by Outkast'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'marketing',\n",
+       "  'no',\n",
+       "  '53,703',\n",
+       "  '38',\n",
+       "  '120',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'lil baby freestyle'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"I am just listening: I'll take you anywhere——the white coast. This maybe the favorite song I pretty like to listen these days.\"],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.015',\n",
+       "  '105.2705',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Jolene by Dolly Parton'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics with math emphasis',\n",
+       "  '53,703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My recent favorite one is \"Ballroom Extravaganza\" by DPR IAN.\\xa0'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Accounting',\n",
+       "  '53,706',\n",
+       "  '43.8315',\n",
+       "  '-88.9776',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Already Rich - Yeat'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '43.0747',\n",
+       "  '-89.3842',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Eat your Young, Hozier'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.71',\n",
+       "  '7.26',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Quiet, by Jay Chou'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,715',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Shinunoga E-Wa -- Fujii Kaze'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Music Education',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.4997',\n",
+       "  '-0.1137',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'one of my favorites is think later by tate mcrae :)'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Down to the Waterline\\n\\nDire Straits'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Biology in Engineering\\xa0',\n",
+       "  '53,715',\n",
+       "  '20.9227',\n",
+       "  '-156.693',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Don't Stop Believing by Journey\"],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Economics-Math emphasis\\xa0',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Rock with you- MJ'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.8293',\n",
+       "  '-73.9279',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Stick Season Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,532',\n",
+       "  '43.2093',\n",
+       "  '-89.3711',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'too late for love by def leppard'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'Certificate in entrepreneurship',\n",
+       "  '53,715',\n",
+       "  '43.7719',\n",
+       "  '-88.4338',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Whatever It Is Zac Brown Band'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '50.7754',\n",
+       "  '6.0815',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '\"Remember When\" by Wallows.'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37',\n",
+       "  '122',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Wuki - Sunshine (My Girl)\\xa0\\n--------------------------'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Computer Engineering',\n",
+       "  'Entrepreneur - minor',\n",
+       "  '53,703',\n",
+       "  '48.862',\n",
+       "  '2.3885',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Apologize - OneRepublic'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Intuition by the Backseat Lovers'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '38.627',\n",
+       "  '-90.2003',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Paint it Black The Rolling Stones'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC001',\n",
+       "  '25',\n",
+       "  'Data Science',\n",
+       "  'My major currently is data science. but I am going to change my major as economic.',\n",
+       "  'economic analytic',\n",
+       "  '53,703',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'My favorite songs are Korean music.\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Baddadan by Chase and Status'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Stick Season by Noah Kahan'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.01',\n",
+       "  '-105.27',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Everybody Wants to Rule the World -- Tears for Fears'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Business: Finance',\n",
+       "  'no',\n",
+       "  'entrepreneurship',\n",
+       "  '53,703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'love story'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.8',\n",
+       "  '125.3',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Earned it\\xa0by The Weekend'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'The Color Violet - Tory Lanez'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Journalism, Econ',\n",
+       "  '53,706',\n",
+       "  '52.378',\n",
+       "  '4.8971',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '90210 Travis Scott'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '27',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '43.0862',\n",
+       "  '-89.4351',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\\xa0pound town -sexy red'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Applied Econ',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0748',\n",
+       "  '-89.4095',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Touxin by Jacky Cheung Hok Yau'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Global Health',\n",
+       "  'Health Policy, Development Economics',\n",
+       "  '53,715',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'International Harvester by Craig Morgan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Certificate: Data Science',\n",
+       "  '53,715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Do it Again-Steely Dan'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '46.3652',\n",
+       "  '14.1084',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'No Recognition- Aaron May'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7831',\n",
+       "  '-73.9713',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Vincent by Don McLean'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0749',\n",
+       "  '-89.3953',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Murder on the Dancefloor by Sophie Ellis-Bextor'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '88,888',\n",
+       "  'Engineering: Other',\n",
+       "  'Electrical Engineering, while my capstone are mostly about AI, NLP and Graph Learning',\n",
+       "  'Taiwan Language Study',\n",
+       "  '53,705',\n",
+       "  '22.9997',\n",
+       "  '120.227',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Coffee's on me - Sunset Rollercoaster\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '32',\n",
+       "  '118.7',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hotel California, Eagles'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  'Mechanical Engineering',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0389',\n",
+       "  '-87.906',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Distance by Cake'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '69.42',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '199.85',\n",
+       "  '200.4',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Macklemore thrift shoping'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Economics, Statistics',\n",
+       "  '53,706',\n",
+       "  '-22.9083',\n",
+       "  '-43.1964',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Silver Lining Mt. Joy'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.4428',\n",
+       "  '-92.2795',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Money Money\\n\\nAbba'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '51.9244',\n",
+       "  '4.4777',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chemtrails over the countryclub - lana del ray'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'na',\n",
+       "  '53,703',\n",
+       "  '46.8122',\n",
+       "  '-90.8222',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Lose Control - Teddy Swims'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'n/a'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9198',\n",
+       "  '-92.9371',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Comptine d'un Autre été: L'Après-Midi by Yann Tiersen\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '44.8067',\n",
+       "  '-91.4991',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"Rattlin' Bog, Carlyle Fraser\"],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics with math emphasis.',\n",
+       "  'No.',\n",
+       "  '53,703',\n",
+       "  '25.0367',\n",
+       "  '121.4974',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Stack It Up by Liam Payne'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '24',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0738',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'yes or no by JungKook\\xa0'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '14.9752',\n",
+       "  '-89.5283',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Look what you made me do - Taylor Swift\\xa0'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0706',\n",
+       "  '-89.3909',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Circles by Post Malone'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'L.A. Love - fergi'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.3603',\n",
+       "  '71.0573',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Skinny Dipping by Sabrina Carpenter\\xa0'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.3611',\n",
+       "  '71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Feathered Indians, Tyler Childers'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Computer Science, Data Science',\n",
+       "  '53,711',\n",
+       "  '37.2474',\n",
+       "  '-121.9341',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'There is a light that never goes out, The Smiths'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'information science',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hometown by Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.5',\n",
+       "  '91.7',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '(I just) Died In Your Arms\\n\\n-Cutting Crew'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sunday Morning by Maroon 5'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Am I Dreaming, Metro Boomin'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '43.0301',\n",
+       "  '-89.4491',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Roma Fade -Andrew Bird'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '60,169',\n",
+       "  '42.0412',\n",
+       "  '-88.1078',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '2nd Thots, Jay Park\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42',\n",
+       "  '-71',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Tumbling Dice - Rolling Stones'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '28',\n",
+       "  'Engineering: Other',\n",
+       "  'Civil Engineering',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'hymn for the weekend, Coldplay'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,713',\n",
+       "  '24.4798',\n",
+       "  '118.0894',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'A Thousand Years\\n\\nChristina Perri'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Political Science',\n",
+       "  '53,706',\n",
+       "  '46.8139',\n",
+       "  '-71.208',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Carry the Zero by Built to Spill'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.6739',\n",
+       "  '-122.1215',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'The duck song.\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Economics',\n",
+       "  'Statistic',\n",
+       "  '53,706',\n",
+       "  '31.2304',\n",
+       "  '120.56',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Empire state of mind\\n\\nAlicia Keys'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,705',\n",
+       "  '121.6129',\n",
+       "  '25.0455',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lucid Dream, Juice WRLD'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'RMI',\n",
+       "  '53,706',\n",
+       "  '27.9221',\n",
+       "  '-82.793',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'One Man Band by Old Dominion\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '20.7984',\n",
+       "  '-156.3319',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Tyler Herro by Jack Harlow'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '10.8231',\n",
+       "  '106.6297',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Best Part - Daniel Caesar, H.E.R'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '60.3913',\n",
+       "  '5.3221',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"In between dreams\" album by Jack Johnson'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Other',\n",
+       "  'Civil and Environmental Engineering',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Home-Seventeen'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Standing Next to You by Jung Kook'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '47.9031',\n",
+       "  '91.8565',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Stick Season by Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '38.5836',\n",
+       "  '-109.4873',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Smoke From a Distant Fire, Sanford Townsend Band'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7',\n",
+       "  '-74',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Quicksand by Morray'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.5',\n",
+       "  '-0.12',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Valerie - Amy Winehouse'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Business: Operations and Technology Management\\xa0',\n",
+       "  '53,703',\n",
+       "  '50.0737',\n",
+       "  '14.4185',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Who'll Stop the Rain: CCR.\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,213',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dancing in the moonlight by toploader'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0726',\n",
+       "  '78.9629',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Attention, Charlie Puth'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'RMI',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Bad Medicine by Bon Jovi'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,213',\n",
+       "  '53.3448',\n",
+       "  '-6.2592',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'All My Love by Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.9141',\n",
+       "  '-89.2558',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Calling by Metro Boomin, Swae Lee, and NAV'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-6.1726',\n",
+       "  '106.8173',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Bentuk Cinta - Eclat Story'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Environmental Science',\n",
+       "  'No',\n",
+       "  '53,703',\n",
+       "  '47.435',\n",
+       "  '-92.5038',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dream On by Aerosmith and Boombastic by Shaggy.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Materials Science and Engineering\\xa0',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.5017',\n",
+       "  '-73.5673',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Lovefool by The Cardigans'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42',\n",
+       "  '123',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Relax\\n\\n—Junona Boys'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,706',\n",
+       "  '37.55',\n",
+       "  '126.99',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '4’33” by John Cage'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8821',\n",
+       "  '-87.623',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Don Henley - The Boys of Summer'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Ripples In The Heart --- Jackson Yee'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '69',\n",
+       "  'Business: Other',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0672',\n",
+       "  '-89.4054',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'March Madness by Future.\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Viva La Vida, Coldplay\\xa0'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,703',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Out of Time by The Weeknd'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science\\xa0',\n",
+       "  '53,706',\n",
+       "  '29.7604',\n",
+       "  '-95.3698',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Safe and Sound by Capital Cities\\xa0'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lovin On Me- Jack Harlow'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '60.3927',\n",
+       "  '5.323',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Traveling Man, Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,706',\n",
+       "  '47.608',\n",
+       "  '-122.3352',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Perfect Night, Le Sserafim'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '64.2525',\n",
+       "  '-15.2114',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Don't let me Down- The Beatles\"],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '33.6891',\n",
+       "  '-78.8867',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Creep - Radiohead\\xa0'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'Data Science or Information Science',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '64.1265',\n",
+       "  '-21.8174',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'One of my favorite songs is Gold Rush by Taylor Swift.\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '64.9631',\n",
+       "  '-19.0208',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  '22 taylor swift'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.6061',\n",
+       "  '122.3328',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Breaking Dishes - Rihanna'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Nursing',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.3601',\n",
+       "  '71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Kirari by Fuji Kaze'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Marketing',\n",
+       "  '53,703',\n",
+       "  '28.3772',\n",
+       "  '81.5707',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Good to Be by Mark Ambor'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,715',\n",
+       "  '38.7223',\n",
+       "  '-9.1393',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Rich Girl by Daryl Hall & John Oates'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer Behavior & Marketplace Studies\\xa0',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.7804',\n",
+       "  '-73.9532',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Popular - The Weeknd with Playboi Carti & Madonna\\n\\nClean - Taylor Swift (Taylors Version)\\n\\nGasoline - HAIM & Taylor Swift\\xa0'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Fair Trade - Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'none',\n",
+       "  '53,706',\n",
+       "  '37.8882',\n",
+       "  '-4.7794',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Boulevard of Broken Dreams by Green Day'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '38.022',\n",
+       "  '-107.67',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I took a pill in Ibiza, Mike Posner'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '55,060',\n",
+       "  '11.5721',\n",
+       "  '43.1456',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Jupiter by Gustav Holst'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  'Nuclear Engineering',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '39.8911',\n",
+       "  '-105.7607',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'PSA- Kay Flock\\n\\nVery likely not school friendly\\xa0'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Astronomy',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '52.52',\n",
+       "  '14.4',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'One of these nights Eagles'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'communication art-tv',\n",
+       "  'digital study certificate\\n\\nsocial justice certificate',\n",
+       "  '53,703',\n",
+       "  '21.1619',\n",
+       "  '-86.8515',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'agora hills- Doja Cat'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'History',\n",
+       "  'Japanese',\n",
+       "  '53,703',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Michizure - Hoshimachi Suisei'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '33.4942',\n",
+       "  '-111.926',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'soundtrack 2 My Life- Kid Cudi'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data science in human behvaior',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '21.1619',\n",
+       "  '-86.8515',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Wake Up. NCT 127'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.0997',\n",
+       "  '-94.5786',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Peace of Mind ~ Boston'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '25.6065',\n",
+       "  '100.2676',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"FIREWORK\" by &TEAM'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '61.2',\n",
+       "  '-149.9',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'watcha say by Jason Derulo'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Psychology\\xa0',\n",
+       "  '53,703',\n",
+       "  '38.967',\n",
+       "  '-77.0093',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Gun - Gil-Scott Heron'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Can I call you rose?\\n\\nBy Thee Sacred Scrolls'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.1157',\n",
+       "  '-77.5636',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Pink Matter, Frank Ocean'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Business: actuarial science',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8902',\n",
+       "  '12.4922',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'family ties- Baby Keem'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Supply chain and a certificate in data science',\n",
+       "  '53,715',\n",
+       "  '38',\n",
+       "  '127',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Pluto Projector by Rex Orange County'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Everywhere, Everything by Noah Kahn\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '17',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Microbiology',\n",
+       "  'Microbiology, Data Science \\\\',\n",
+       "  '53,706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Applause - lady gaga'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '27',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,713',\n",
+       "  '24',\n",
+       "  '28',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Dont really listen to music'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '24',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '30.05',\n",
+       "  '76.8',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Usseewa (うっせぇわ) by Ado'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science Certificate',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Gorgeous-Kanye West\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '82',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Hype Boy - New Jeans'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'mathmatics, data science, computer science, statistics',\n",
+       "  '53,703',\n",
+       "  '38.6303',\n",
+       "  '-90.2003',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Hooked on a Feeling by Blue Swede'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-28.0167',\n",
+       "  '153.4',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Down Under by Men at Work'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.8097',\n",
+       "  '-70.8767',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  '.'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
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+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42',\n",
+       "  '17',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fragile by kygo\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '43.2995',\n",
+       "  '-87.9887',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Here for a Good Time by George Strait.'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science and Philosophy',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.6782',\n",
+       "  '-73.9442',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Learning to Fly, Pink Floyd'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '24.7111',\n",
+       "  '-81.0947',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Upside Down by Jack Johnson :)'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '44.9',\n",
+       "  '-92.9',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  'Computer science.',\n",
+       "  'None',\n",
+       "  '53,703',\n",
+       "  '32',\n",
+       "  '177',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Without Me, Eminem'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Journalism/Communication arts\\xa0',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'cherish the day sade'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,703',\n",
+       "  '32.7766',\n",
+       "  '-79.9309',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'What Does the Fox Say'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'History',\n",
+       "  'Economics and math, Data science certificate',\n",
+       "  '53,715',\n",
+       "  '48.2082',\n",
+       "  '16.3738',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Hometown by Cleopatrick'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Consumer Behavior & Marketplace Studies',\n",
+       "  '53,703',\n",
+       "  '32.7846',\n",
+       "  '-79.9409',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I know the end - phoebe bridgers\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '47.6',\n",
+       "  '-122',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'First snow by emancipator'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Don't fear the reaper\\xa0\\n\\nBlue oyster cult\"],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '32.8328',\n",
+       "  '-117.2713',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hell and Back - Kid Ink'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '24',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '50.2145',\n",
+       "  '14.4405',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Majesty - Apashe\\n\\nWhen Horns Resound - Einar Selvik'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '42.7261',\n",
+       "  '-87.7895',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Footloose - Kenny Loggins'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '25.6639',\n",
+       "  '-100.3872',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Te nesecito - Luis Miguel'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science\\xa0',\n",
+       "  'Economics\\xa0',\n",
+       "  '53,711',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'We Are Young - Fun\\xa0'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '26',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '54.5818',\n",
+       "  '16.8602',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"'39 - Queen\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ',\n",
+       "  'Data Science',\n",
+       "  '53,715',\n",
+       "  '29.7113',\n",
+       "  '120.2455',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '10:30pm at Airport\\n\\nTao Zhe'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.5',\n",
+       "  '88',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Frederic Chopin Ballade No 1 op 23 in G minor'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '46.1341',\n",
+       "  '-89.8512',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '31.2304',\n",
+       "  '121.4691',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Not angry- Chris James'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.2164',\n",
+       "  '-114.93',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heavy by Powers'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '52.52',\n",
+       "  '13.405',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Sunflower by Post Malone'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
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+       "  '',\n",
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+       "  '12.4964',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'My Eyes - Travis Scott'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Spanish',\n",
+       "  '53,706',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sparks Fly - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.36',\n",
+       "  '-71.06',\n",
+       "  'sausage',\n",
+       "  '',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Blondie - Current Joys'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  'Certificates in COE Data Analysis and COE Technical writing',\n",
+       "  '53,715',\n",
+       "  '52.6679',\n",
+       "  '-6.2994',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"That's Life or My Way - Frank Sinatra\"],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,121',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Everybody wants to rule the world - tears for fears'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"Mama's Boy - Dominic Fike\\xa0\\n\\nFeel Good inc. - Gorrilaz\\xa0\\n\\n\\xa0\"],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9739',\n",
+       "  '-93.2672',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heavan and Las Vegas, Cocteau Twins'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-75.6972',\n",
+       "  '45.4215',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'riptide - vance joy'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '21.4735',\n",
+       "  '55.9754',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'dancing queen'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8',\n",
+       "  '-87.6',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'All summer Long - Kid Rock'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '32',\n",
+       "  'Other (please provide details below).',\n",
+       "  'communication sciences and disorders\\xa0',\n",
+       "  'n/a',\n",
+       "  '53,711',\n",
+       "  '49.1145',\n",
+       "  '6.1721',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'More more more - Andrea True Connection'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '40.7128',\n",
+       "  '74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Homecoming by Kanye West'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Title: 月詠に鳴る\\n\\nArtist: Feryquitous feat. Aitsuki Nakuru'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Economics\\xa0',\n",
+       "  'data science certificate and business certificate\\xa0',\n",
+       "  '53,715',\n",
+       "  '33.4949',\n",
+       "  '111.9217',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Something in the Orange by Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vampire- Olivia Rodrigo'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '34.6937',\n",
+       "  '135.5022',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Idol--Yoasobi\\n\\nodo--ado\\n\\nenvy baby-- raon\\n\\njam jam--叶'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '-22.9068',\n",
+       "  '-43.1729',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'i cant win by the strokes'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'urban and regional planning, but my interest is stormwater management and green infrastructure, kind of related to engineering\\xa0',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '0',\n",
+       "  '0',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Who says-Selena Gomez (just a recommendation)\\n\\n\\xa0\\n\\nI want to explain that: I have no ‘favorite’s. I do not like the word ‘favorite’, because I do not like compare the things I have seen, experienced, listened, read, etc. I only remember the moment I did that was happy or not. Thus, I cannot know what my favorite city is. The city per se is never the key point, but my emotions at the moment I visit the city are very important. All things have good and bad sides. The aspect we want to absorb decides it is abosuletly good or bad. Thus, I fill in \"0\" for the corresponding \"favorite city\" questions. I am so sorry about that. My favorite city is waiting for me to visit someday in the future ^_^.\\xa0'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am planning on majoring in Math/AMEP as well as potentially majoring in either data science or statistics.',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.3655',\n",
+       "  '-71.0546',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Canal St. (feat. Bones) by A$AP Rocky'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Vocal Performance\\xa0',\n",
+       "  '53,715',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'At Last! by Etta James'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '19.4',\n",
+       "  '-99.1',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Imagine by John Lennon'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Title: Valerie\\n\\nArtist: Mark Ronson featuring Amy Winehouse'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is Finance.\\xa0',\n",
+       "  'Data Sciences',\n",
+       "  '53,703',\n",
+       "  '32.0853',\n",
+       "  '34.7818',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Provenza by Karol G and Tiesto\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '38.0228',\n",
+       "  '107.6715',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'American Pie by Don Mclean'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Materials Science and Engineering',\n",
+       "  'Biology in Engineering',\n",
+       "  '53,703',\n",
+       "  '42.5917',\n",
+       "  '88.4334',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Stick Season by Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,711',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'The Louvre, Lorde'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Moonlight by XXXTentacion'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Marketing',\n",
+       "  'Risk Management and Insurance, Data Science',\n",
+       "  '53,715',\n",
+       "  '37.9838',\n",
+       "  '23.7275',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Piano Man by Billy Joel'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Beautiful Girls, by Sean Kingston\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0339',\n",
+       "  '-87.9208',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"She's out of her mind by Blink-182\"],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'urban and regional planning',\n",
+       "  'not',\n",
+       "  '53,705',\n",
+       "  '37.1765',\n",
+       "  '-3.5979',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '***********************\\nConfident - Demi Lovato\\n***********************'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Never gonna give you up - Rick Astley'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '35.6852',\n",
+       "  '139.7856',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Still Got the Blues - Gary Moore'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data science with a CS certificate',\n",
+       "  '.',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Work Out by J. Cole'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,703',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Go Your Own Way by Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Computer Science or Data Science',\n",
+       "  '53,706',\n",
+       "  '40.9866',\n",
+       "  '29.0305',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Heartbreaker by Led Zeppelin'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'undecided',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '34.8697',\n",
+       "  '-111.7609',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Brandy - Looking Glass'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.9778',\n",
+       "  '93.265',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dilemma by Nelly'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I'm sort of undecided right now, but I'm looking into majoring in data science.\",\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '36.1663',\n",
+       "  '-86.7791',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Timeless by Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'French',\n",
+       "  '53,715',\n",
+       "  '48.8836',\n",
+       "  '2.2725',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lost Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics w/ math Emphasis',\n",
+       "  'Data science',\n",
+       "  '53,715',\n",
+       "  '20.66',\n",
+       "  '-105.24',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Roses\" - OutKast'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7533',\n",
+       "  '-74.0038',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'vienna billy joel\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  'NA',\n",
+       "  'No double major\\n\\nCertificates - Business Fundamentals, Entrepreneurship, Mathematics',\n",
+       "  '53,705',\n",
+       "  '22.7196',\n",
+       "  '75.8577',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Come and Get Your Love\\n\\nAmerican rock band Redbone'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '44.9867',\n",
+       "  '-93.2581',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Solo by Future\\xa0'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,706',\n",
+       "  '32.7555',\n",
+       "  '-98.9026',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Wagon Wheel by Old Crow Medicine Show'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'The Jackie by Bas'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,711',\n",
+       "  '47.3769',\n",
+       "  '8.5417',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Alive by Empire of the Sun'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '32.716',\n",
+       "  '-117.161',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Best I Ever Had - Drake'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '27',\n",
+       "  'Science: Other',\n",
+       "  'Environmental Science',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'lovers rock by tv girl'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '26',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,704',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Proud Mary - Creedence Clearwater Revival'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.7844',\n",
+       "  '-88.7879',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Texas Sun, Leon Bridges'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Atmospheric and Oceanic Sciences',\n",
+       "  'N/A',\n",
+       "  '53,715',\n",
+       "  '55.9533',\n",
+       "  '-3.1883',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dungeons and Dragons - Space Laces (its only on soundcloud)\\n\\nIf that is too intense then Adieu - Tchami'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '27.9506',\n",
+       "  '-82.4572',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'If I know me - Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics\\xa0',\n",
+       "  '53,703',\n",
+       "  '44.9',\n",
+       "  '-93.3',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Polish Girl by Neon Indian'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '0.0688',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'My way by frank sinatra'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '26.3683',\n",
+       "  '-80.1289',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'GOAT by Polyphia\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.7691',\n",
+       "  '11.2558',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Satellite by Harry Styles'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics BS',\n",
+       "  '53,715',\n",
+       "  '48.9807',\n",
+       "  '94.6717',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Fall in Love- Bailey Zimmerman'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  \"I am chemical but switching majors to I don't know what yet\",\n",
+       "  'I do not as of now\\xa0',\n",
+       "  '53,703',\n",
+       "  '47.608',\n",
+       "  '-122.3352',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'One of my favorite song is Gold ON the Ceiling by The Black Keys'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science is my second major',\n",
+       "  '53,726',\n",
+       "  '44.9778',\n",
+       "  '-93.2878',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Suddenly I See - KT Tunstall'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Kick the Dust up - Luke Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"You Were Right\" by Rüfüs Du Sol'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'consumer behavior and marketplace',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Head In The Clouds by Hayd'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '53.4808',\n",
+       "  '-2.2426',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Gimme Gimme - Abba\\xa0'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Love Song-Khalil Fong'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '23.6978',\n",
+       "  '120.9605',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Die for you by the weekend'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Aerospace engineering',\n",
+       "  'Astronomy-Physics',\n",
+       "  '53,715',\n",
+       "  '51.5072',\n",
+       "  '0.1276',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  '*************************\\nQueen – Bohemian Rhapsody\\n*************************'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'none',\n",
+       "  'none',\n",
+       "  '53,715',\n",
+       "  '39.7684',\n",
+       "  '-86.1581',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Use Somebody by Kings of Leon'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.3462',\n",
+       "  '14.4084',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'My favorite song is Tequila Shots by Kid Cudi'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '37.9838',\n",
+       "  '23.7275',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'December 1963, by Frankie Valli and the Four Seasons'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '3.1544',\n",
+       "  '101.7151',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"I know it won't work by Gracie Abrams\"],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '33.9122',\n",
+       "  '-78.106',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Black Smoke Rising- Greta Van Fleet'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Les by Childish Gambino'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.9172',\n",
+       "  '89.2443',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Free Bird - Lynyrd Skynyrd'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'economics',\n",
+       "  'mathematics, DS',\n",
+       "  '53,703',\n",
+       "  '29.975',\n",
+       "  '31.41',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'claire de lune'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '37.5683',\n",
+       "  '126.9978',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'My favorite song of all time is Rachmaninoff Piano Concerto No. 3 by Yefim Bronfman. This is making me calm down.'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'No',\n",
+       "  '53,715',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Legends never die\\xa0'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  'Data science (certificate)',\n",
+       "  '53,703',\n",
+       "  '43.0411',\n",
+       "  '-87.9094',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Everybody Talks by Neon Trees'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  'Industrial Engineering',\n",
+       "  'N/A',\n",
+       "  '53,115',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Upside Down by Jack Johnson'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Chinese',\n",
+       "  '53,706',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Should've Been Me - Mitski (though it definitely changes frequently)\"],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bad Habits - Ed Sheeran'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '24.1534',\n",
+       "  '120.6583',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Welcome to The Black Parade - My Chemical Romance'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Languages',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chupee - Cocoon'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '30.2741',\n",
+       "  '120.1551',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Hard to be human, Anson Seabra'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data Science',\n",
+       "  'Global Health',\n",
+       "  '53,703',\n",
+       "  '55.6761',\n",
+       "  '12.5683',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Linger- The Cranberries'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '33.5731',\n",
+       "  '-7.5898',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'T-swizzle - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0868',\n",
+       "  '-89.2008',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '\"Inertia,\" by AJR'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.3761',\n",
+       "  '-105.5237',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Homesick - Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Might get a certificate in something business.',\n",
+       "  '53,715',\n",
+       "  '44.9096',\n",
+       "  '-90.3165',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dude Looks Like A Lady - Aerosmith'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I'm majoring in Statistics and Economics\",\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.6046',\n",
+       "  '-0.068',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Budapest by George Ezra'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Potentially data science\\n\\n\\xa0',\n",
+       "  '53,703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Somebody’s problem - Morgan Wallen'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  'Computer Science',\n",
+       "  '53,703',\n",
+       "  '45.4977',\n",
+       "  '-122.6503',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Cindy incidentally by Faces!!!!'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'None',\n",
+       "  'None',\n",
+       "  '53,705',\n",
+       "  '36.0671',\n",
+       "  '120.3826',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Shape of You\\xa0\\n\\nSong by Ed Sheeran'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '276,000',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Time'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Ed Policy',\n",
+       "  '53,706',\n",
+       "  '45.677',\n",
+       "  '-111.0429',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Northern Attitude, Noah Kahan & Hozier'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '44.3431',\n",
+       "  '-89.1427',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Everybody Wants to Rule the World, Tears for Fears'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'Atmospheric and Oceanic Sciences',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.3761',\n",
+       "  '-105.5237',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Brazil by Declan McKenna'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.0086',\n",
+       "  '-93.6067',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'heading south'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8',\n",
+       "  '-87.6',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Spain by the US Air Force'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'I am also an Economics major',\n",
+       "  '53,715',\n",
+       "  '42.9634',\n",
+       "  '-85.6681',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Upside Down - Jack Johnson'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-33.9608',\n",
+       "  '25.6206',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Wondering Why by the The Red Clay Strays'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'My secondary major is Business: Risk Management and Insurance',\n",
+       "  '53,711',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'macaroni/pasta',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Hits Different by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '44.5153',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'On Wisconsin - UW Marching Band'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.4661',\n",
+       "  '-89.7407',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Two Dozen Roses by Shenandoah'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The weekend'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Viva la vida - coldplay'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Biology',\n",
+       "  '53,706',\n",
+       "  '44.9775',\n",
+       "  '-93.2644',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No one to run with, The Allman Brothers Band'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '47.8095',\n",
+       "  '13.055',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Home by Phillip Phillips'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,705',\n",
+       "  '32.0603',\n",
+       "  '118.7969',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '今 -明日 世界が終わっても-\\xa0 ——Seventeen(세븐틴)\\n\\nTo you\\xa0 ——Seventeen(세븐틴)\\n\\nPeter Pan Was Right\\xa0 ——Anson Seabra\\n\\nPARANOIA\\xa0 ——Baek Hyun, HEARTSTEEL, and League of Legends\\n\\nPhoenix\\xa0 ——Cailin Russo, Chrissy Costanza, and League of Legends'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance',\n",
+       "  '53,726',\n",
+       "  '59.9139',\n",
+       "  '10.7522',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You belong with me by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Music',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'ice cold pool - wallows'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '49.3453',\n",
+       "  '-95.0706',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'blood mary\\n\\nlady gaga'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.9198',\n",
+       "  '-89.2234',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Yeah! By Usher'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '33.16',\n",
+       "  '-117.35',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Locked out of Heaven - Bruno Mars'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '30.2741',\n",
+       "  '120.1551',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Safe and sound\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  'Environmental Science',\n",
+       "  'Global health and organic agriculture certificates\\xa0',\n",
+       "  '53,705',\n",
+       "  '42.1395',\n",
+       "  '-87.9265',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"I wanna be your boyfriend\" by Hotfreaks'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.3746',\n",
+       "  '-104.6924',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Footloose - Kenny Loggins\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.0617',\n",
+       "  '-90.6805',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vienna, Billy Joel'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '46.8113',\n",
+       "  '-92.0719',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Banana Pancakes\" Jack Johnson'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics BA',\n",
+       "  'Political Science BA, Data Science Certificate',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Blackbird -- The Beatles'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,717',\n",
+       "  '47.4979',\n",
+       "  '19.0402',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Secrets by OneRepublic'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '48.0999',\n",
+       "  '-123.4249',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Babydoll - Dominic Fike'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '46.695',\n",
+       "  '-94.145',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mariners Apartment Complex by Lana Del Rey'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am very undecided, but interested in data science!',\n",
+       "  'If I did do data science I would want to find something to double major in but I have no idea what it would be.',\n",
+       "  '53,706',\n",
+       "  '51.5099',\n",
+       "  '0.1276',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'The Spins by Mac Miller'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53,715',\n",
+       "  '21.17',\n",
+       "  '-86.85',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'steely dan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.068',\n",
+       "  '-87.806',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'YG Marley- \"Praise Jah in the Moonlight\"'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ\\xa0',\n",
+       "  'Data science\\xa0',\n",
+       "  '53,706',\n",
+       "  '36.5552',\n",
+       "  '121.9233',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Bad Things by Machine Gun Kelly and Camilla Cabello'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53,706',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Rosemary by Deftone'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.3399',\n",
+       "  '127.5101',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'otherside post malone'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  \"I have a biocore certificate (honors biology minor) that I'm working on achieving, and I'm also premed which technically isn't a major but involves more classes than my normal major.\",\n",
+       "  '53,706',\n",
+       "  '43.0128',\n",
+       "  '-88.2351',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Title: Chammak Challo\\n\\nArtist: Akon'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Color Violet by Tory Lanez.'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Purple Haze by Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '37.4419',\n",
+       "  '-122.143',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Silica Gel, Tik Tak Tok'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '55.9502',\n",
+       "  '-3.1875',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Everything She Wants by Wham!'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53,144',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Budapest by George Ezra'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '21.4858',\n",
+       "  '39.1925',\n",
+       "  'tater tots',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Taylor Swift - Karma'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Title: waves\\n\\nArtist: Pray For Sound'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"I would love to just listen to Mike's favorite songs.\"],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,073',\n",
+       "  '45.6793',\n",
+       "  '-111.0466',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Til You Can't By Cody Johnson\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Time - Pink Floyd'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53,703',\n",
+       "  '40.6461',\n",
+       "  '111.498',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Dogs by Pink Floyd. 17 minutes of greatness.'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7222',\n",
+       "  '73.9874',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Entre Dos Aguas\\n\\nPaco de Lucia'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '20.7984',\n",
+       "  '-156.3319',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'The Meaning Of Life-The Offspring\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'information science\\xa0',\n",
+       "  'criminal justice certificate\\xa0',\n",
+       "  '53,711',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'until i found you by stephen sanchez'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '42.6032',\n",
+       "  '-89.6459',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I know?\\n\\ntravis Scott'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '46.2044',\n",
+       "  '6.1432',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Purple Haze by Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,965',\n",
+       "  '18.2208',\n",
+       "  '-66.5901',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Firework, Katy Perry'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,717',\n",
+       "  '41.7715',\n",
+       "  '-88.148',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Save Your Tears by The Weeknd'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.0742',\n",
+       "  '-73.7749',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"Sing About Me, I'm Dying of Thirst - Kendrick Lamar\"],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.4481',\n",
+       "  '-88.0694',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Kerosene! - Yves Tumor'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Thinkin' Bout Me by Morgan Wallen\"],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6324',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Unsophisticated Circus-Emergency Tiara'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.6941',\n",
+       "  '7.2712',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Jackie and Wilson, Hozier'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '48.4106',\n",
+       "  '-114.3382',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'What I Got by Sublime'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '45.1888',\n",
+       "  '-93.5526',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Say Something. Justin Timberlake and Chris Stapleton'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '36.1621',\n",
+       "  '-86.7781',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Tourniquet by Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,129',\n",
+       "  '27.8339',\n",
+       "  '-97.0611',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Bandaid On a Bullet Hole by Morgan Wallen'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.0216',\n",
+       "  '-88.5919',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Into the Sun by Johnny 2 Phones'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Economics and Statistics',\n",
+       "  '95,070',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Never gonna give you up - Rick Ashley'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'computer science, data science',\n",
+       "  '53,706',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Into You - Ariana Grande'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8818',\n",
+       "  '-87.6232',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Headshots by Isiah Rashad'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Marketing BA\\xa0',\n",
+       "  'Data Science Certificate\\xa0',\n",
+       "  '53,703',\n",
+       "  '37.3891',\n",
+       "  '-5.9845',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Rich Girl by Daryl Hall & John Oates\\xa0'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.1865',\n",
+       "  '-87.1239',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'What I Want, The Band Camino'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '-0.1807',\n",
+       "  '-78.4678',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pink + White by Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '22.54',\n",
+       "  '114.05',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'title: These Are the Times\\n\\nartist: Martin Garret'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7831',\n",
+       "  '-73.9713',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42',\n",
+       "  '71',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Title: Back Down South\\xa0\\n\\nArtist: Kings of Leon\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53,706',\n",
+       "  '40.0397',\n",
+       "  '-74.0501',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'dopamine by Madelline'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.8095',\n",
+       "  '13.055',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"She's Always a Woman by Billy Joel.\\xa0\"],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'undecided',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37.6472',\n",
+       "  '-118.9675',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'I think I like you - The band CAMINO'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.89',\n",
+       "  '12.4943',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"I Ain't Worried by One Republic\\xa0\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Africa\\n\\nToto'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '36.1',\n",
+       "  '-112',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Bad Energy Juice Wrld'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Biochemistry',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Rhiannon - Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data science certificate',\n",
+       "  '53,711',\n",
+       "  '40.3761',\n",
+       "  '-105.5237',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'You Should Probably Leave by Chris Stapleton'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '50.0548',\n",
+       "  '19.9278',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Ditto-NewJeans'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '25.2819',\n",
+       "  '110.2781',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Bad Guy -- Billie Eilish'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'Just Data Science',\n",
+       "  'none',\n",
+       "  '53,703',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Ne-Yo : Closer'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Sociology, Economics',\n",
+       "  '53,715',\n",
+       "  '43.0023',\n",
+       "  '-89.722',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bathroom Light - Mt. Joy'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '26.3206',\n",
+       "  '-80.0998',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Billie Jean by Michael Jackson.'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics (Mathematical Emphasis)',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Pyramids - Frank Ocean'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.4901',\n",
+       "  '-71.3128',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Silver Springs by Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  'N/A\\n\\n\\xa0',\n",
+       "  'N/A\\n\\n\\xa0',\n",
+       "  '53,715',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Zico - New Thing\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chattahoochee - Alan Jackson'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '18.2816',\n",
+       "  '-78.3393',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"My favorite song is All Your'n by Tyler Childers\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '33.77',\n",
+       "  '-118.1937',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Love is a Game by Adele'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Act a Fool, by Ludacris'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.2082',\n",
+       "  '16.3738',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Mathematics - Mos Def\\n\\nor Maid in Mexico - Chet Baker'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '10.4712',\n",
+       "  '-84.6418',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pyramids: Frank Ocean\\n\\nHonorable Mention: The Less I Know The Better: Tame Impala'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Another Love by Tom Odell'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '38.8422',\n",
+       "  '106.1311',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Madman Across the Water by Elton John'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Mathematics',\n",
+       "  'data science',\n",
+       "  '53,706',\n",
+       "  '43.2301',\n",
+       "  '94.6599',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'see you again by Wiz Khalifa'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Island in the sun, Weezer'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'Russian, astrophysics, mathematics\\xa0',\n",
+       "  '53,726',\n",
+       "  '35.5442',\n",
+       "  '136.9159',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Heart Like a Truck, Lainey Wilson'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Yah Mean - Playboi Carti'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '45.2646',\n",
+       "  '-111.2533',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '100 shots - Young Dolph'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Accounting',\n",
+       "  'Data Science Certificate\\xa0',\n",
+       "  '53,073',\n",
+       "  '25',\n",
+       "  '80',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Brooklyn Bridge to Chorus - The Strokes'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Stick Season - Noah Kahan'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.77',\n",
+       "  '-87.8',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Superstar- Lupe Fiasco'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Banana Pancakes By Jack Johnson\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.8809',\n",
+       "  '-93.342',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Concrete Jungle by Bob Marley'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Astrophysics',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '40.5853',\n",
+       "  '-105.0844',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Love the day - Fox Stevenson'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Engineering: Other',\n",
+       "  'electrical computer engineering',\n",
+       "  'NA',\n",
+       "  '53,703',\n",
+       "  '43.07',\n",
+       "  '-89.4',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"You\\'re not alone\" - Michael Jackson'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.0728',\n",
+       "  '-93.1962',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hold Me Down by Daniel Caesar'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  'I am choosing whether to major in Economics and minor in Data Science or major in Data Science and minor in Economics',\n",
+       "  '53,706',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Right now I like Cheri Cheri Lady by Modern Talking :)'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'By and By - Camp'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '39.6',\n",
+       "  '-106.5',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Gold on the Ceiling - The Black Keys'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '22.8905',\n",
+       "  '-109.9167',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Mr. Jones - Counting Crows'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53,715',\n",
+       "  '25.033',\n",
+       "  '121.5654',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'High Hopes by Panic! At the Disco'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'English',\n",
+       "  'Information Science',\n",
+       "  '53,715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Perfect (Exceeder)\" by Mason vs. Princess Superstar'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management Insurance and Finance',\n",
+       "  '53,706',\n",
+       "  '40.7608',\n",
+       "  '-111.891',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Will Survive by Gloria Gaynor'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Missed Call\" by Treaty Oak Revival'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.6296',\n",
+       "  '-88.6381',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Out of Time, The Weeknd'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '9.7489',\n",
+       "  '-83.7534',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Grenade - Bruno Mars'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Engineering: Other',\n",
+       "  'Materials Science and Engineering',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Something New by SIR'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lost - Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-34.0518',\n",
+       "  '151.1499',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Your song - Elton John'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Real Estate',\n",
+       "  '53,715',\n",
+       "  '42.4907',\n",
+       "  '-78.4803',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Fireball - Pitbull'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Can I Call You Rose by Thee Sacred Souls'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '95,070',\n",
+       "  '37.8',\n",
+       "  '-122.4',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'America the Beautiful'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '33.749',\n",
+       "  '-84.388',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Stars, JID'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.8113',\n",
+       "  '-91.4985',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Spotless - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '35.8617',\n",
+       "  '104.1954',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Double take - Dhruv'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Italian',\n",
+       "  '53,706',\n",
+       "  '40.9571',\n",
+       "  '17.2905',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Honeybee by The Head And The Heart\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.7288',\n",
+       "  '-93.1704',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Pink + White by Frank Ocean'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Pink toes - Childish Gambino and Jhene Aiko'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '28.5383',\n",
+       "  '-81.3792',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '2024 by Playboi Carti'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '44.7603',\n",
+       "  '-93.3464',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'The Star Spangled Banner\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '6.2442',\n",
+       "  '-75.5812',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Comsat Angels, Falling'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Spanish',\n",
+       "  '53,706',\n",
+       "  '44.9778',\n",
+       "  '93.265',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'FE!N- Travis Scott'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'N/A',\n",
+       "  '53,703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Only the Good Die Young- Billy Joel'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '43.0121',\n",
+       "  '-89.4493',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Drive Me Crazy by Lil Yachty'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'Genetics\\xa0',\n",
+       "  'n/a',\n",
+       "  '53,706',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'the beach by giveon\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,579',\n",
+       "  '46',\n",
+       "  '16',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Island in the Sun - Weezer'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '31.2001',\n",
+       "  '29.9187',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '\"Spanish Harlem\" - Ben E. King'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Accounting',\n",
+       "  'Certificate in Data Science',\n",
+       "  '98,074',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Heaven - Los Lonely Boys'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Data science',\n",
+       "  '53,703',\n",
+       "  '31',\n",
+       "  '121',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Glass House\\n\\nMachine Gun Kelly'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '46.016',\n",
+       "  '9.2572',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'I will by the Beatles\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Business: Risk Management and Insurance',\n",
+       "  '53,715',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Amish Paradise,\" Weird Al Yankovic'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.3902',\n",
+       "  '2.154',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Masterpiece by Sault'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '35.8',\n",
+       "  '-78.7',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'better than i know myself, Del Water Gap'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I'm currently in pre-business, but I'm deciding to major in Real Estate. My second major options I'm thinking is if I get in Bschool, I would choose Finance. If not, I would choose Data Science.\\xa0\",\n",
+       "  'Data Science, Finance',\n",
+       "  '53,706',\n",
+       "  '10.6869',\n",
+       "  '106.688',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Cotton Eye Joe by Rednex'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Communications Arts',\n",
+       "  'Information Science',\n",
+       "  '53,705',\n",
+       "  '43.1271',\n",
+       "  '-88.064',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fancy by Twice if you would play on the April 19 or April 22 11am lecture, it would be around my birthday :)\\n\\nAnother favorite is Out of my league by Fitz and the Tantrums'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '47.6137',\n",
+       "  '-122.1909',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Slow summer by Zachary knowles'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-33.2014',\n",
+       "  '136.4155',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Star 67-Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '46.2044',\n",
+       "  '6.1432',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'chemical engineering',\n",
+       "  'certificate in mathematics',\n",
+       "  '53,706',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'stairway to heaven by led zepplin'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data science',\n",
+       "  'economics',\n",
+       "  '53,706',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'You Will Be Found (From The “Dear Evan Hansen” Original Motion Picture Soundtrack)'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '60,431',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Still sound by Toro y moi'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '91,107',\n",
+       "  '34.0522',\n",
+       "  '-118.2433',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Just The Way You Are, Bruno Mars'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '46.1296',\n",
+       "  '-89.8892',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Save Rock and Roll by Fall Out Boy'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'My main major is marketing, and my secondary major is accounting as of right now, but as a freshman, I am looking to explore more major opportunities for me.\\xa0',\n",
+       "  '53,706',\n",
+       "  '46.0473',\n",
+       "  '-89.6487',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Burn, Burn, Burn by Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Languages',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,703',\n",
+       "  '43.7509',\n",
+       "  '-87.7129',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Scenes from an Italian Restaurant - Billy Joel'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Stick Season by Noah Kahan\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0772',\n",
+       "  '89.4075',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'House of Balloons, The Weeknd\\n\\nhelp herself, bbno$\\n\\nSunflower, Post Malone\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'I would like to get a certificate in marketing or economics.',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '74.006',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hell Shell Young Nudy'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.015',\n",
+       "  '-105.2705',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Viva la Vida by Coldplay'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '47.608',\n",
+       "  '-122.3352',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hold on, were going home - Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,558',\n",
+       "  '40.7136',\n",
+       "  '-74.0083',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'One Dance - Drake'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Chemistry',\n",
+       "  '',\n",
+       "  'No secondary major but minor in data science',\n",
+       "  '53,706',\n",
+       "  '44.1782',\n",
+       "  '-88.4772',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Don't Panic by Coldplay\\xa0\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Primary Major: Statistics',\n",
+       "  'Secondary Major: Data Science',\n",
+       "  '53,703',\n",
+       "  '37.7749',\n",
+       "  '122.4194',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Spins, Mac Miller'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer Behavior and Marketplace Studies',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'I, Decided Part 1,\\xa0 by Solange\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  'N/A',\n",
+       "  'Mathematics.',\n",
+       "  '53,703',\n",
+       "  '44.5135',\n",
+       "  '88.0131',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Maggie May by Rod Stewart'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '46.5466',\n",
+       "  '7.8902',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'BoDeans, Closer to Free'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'No Role Models by J.Cole'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  'English',\n",
+       "  '53,704',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Liszt: Sonata in B minor, Liebestraum\\n\\nNotturno No. 3, S 541/3 (performed by Khatia Buniatishvili)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '43.0389',\n",
+       "  '-87.906',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Barbed Wire by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '22.2028',\n",
+       "  '-159.4969',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'God only Knows - The Beach Boys'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0718',\n",
+       "  '-89.4103',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Take My Breath by The Weeknd'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'political science',\n",
+       "  'data science',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'kill bill by sza'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  'Data Science',\n",
+       "  'N/A',\n",
+       "  '53,703',\n",
+       "  '41.0082',\n",
+       "  '28.9784',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Silver Springs - Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Beautiful Things, Benson Boone'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '\\xa0na',\n",
+       "  'Na',\n",
+       "  '53,715',\n",
+       "  '24.7164',\n",
+       "  '-81.0503',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Sun to Me\\n\\nZach Bryan'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Manufacturing Engineering\\xa0',\n",
+       "  '53,703',\n",
+       "  '24.5247',\n",
+       "  '39.5692',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"I can't just give one but here you go:\\n\\nNew Light by john Mayor\\xa0\\n\\n\\xa0\\n\\nHowever, there is a golden artist that we arab love, and we usually play her songs in the mornings, she is called fairuz. One of her best hits is Kifak Enta. It is really niec and well written, I highly recommend giving it a listen. Thanks!!\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.3852',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Can't Catch Me Now - Olivia Rodrigo\"],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  'I am a statistics major',\n",
+       "  'NA',\n",
+       "  '53,706',\n",
+       "  '27.9506',\n",
+       "  '-82.4572',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'All of the lights, Kanye West'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.3254',\n",
+       "  '-88.3803',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'diary of jane by breaking Benjamin'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Redbone - by Childish Gambino'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '24',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '36.6769',\n",
+       "  '116.9931',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Flower Dance by DJ Okawari'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Journalism',\n",
+       "  \"I don't have the secondary major right now.\",\n",
+       "  '53,703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Lavender Haze, Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.073',\n",
+       "  '-89.401',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Solo by Future'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'N/A',\n",
+       "  '53,715',\n",
+       "  '40.7831',\n",
+       "  '-73.9713',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Books - Caamp (Folk genre)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Applying to engineering school at end of semester',\n",
+       "  'no',\n",
+       "  '98,040',\n",
+       "  '47.608',\n",
+       "  '-122.3352',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'June - Briston Maroney'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  'NA',\n",
+       "  'Data Science major\\n\\nStatistics certificate',\n",
+       "  '53,706',\n",
+       "  '28.4595',\n",
+       "  '77.0266',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Telekinesis- Travis Scott (ft. SZA and Future)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Business Information Systems',\n",
+       "  '53,706',\n",
+       "  '39.0182',\n",
+       "  '77.2086',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'American Girl Tom Petty'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'No.',\n",
+       "  '53,703',\n",
+       "  '29.73',\n",
+       "  '119.64',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'My favorite song is The Nights by Avicii.'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '46.0108',\n",
+       "  '-91.482',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"I'll put down two songs, and I'll let you decide which one you'd prefer:\\n\\n99 Luftballons - Nena\\n\\nJet City Woman - Queensrÿche\"],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '61.2181',\n",
+       "  '-149.9003',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Where the wild things are by Luke Combs'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'real estate',\n",
+       "  '53,706',\n",
+       "  '45.0105',\n",
+       "  '-93.4555',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Im still standing\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '3.139',\n",
+       "  '101.6869',\n",
+       "  'mushroom',\n",
+       "  '',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"All The Stars\" by SZA & Kendrick Lamar'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Science: Other',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Out of time, by Weeknd'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Lied (With Allison Ponthier) - Lord Huron, Allison Ponthier'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Build Me Up Buttercup by The Foundations'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '32.8575',\n",
+       "  '-117.2569',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'August by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '19.4326',\n",
+       "  '-99.1332',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'gimme gimme gimme by ABBA'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems, Economics',\n",
+       "  '53,715',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Life in the City - The Lumineers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '55.9533',\n",
+       "  '-3.1883',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Adults Are Talking by The Strokes'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'elementary education & special education',\n",
+       "  '',\n",
+       "  '53,076',\n",
+       "  '44.8385',\n",
+       "  '-92.9908',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'pink + white, by frank ocean'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'Mathematics\\xa0',\n",
+       "  '53,703',\n",
+       "  '31.2',\n",
+       "  '121.5',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Writing’s on the wall\\n\\nSam Smith'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Information science',\n",
+       "  '\\xa0\\n\\n\\xa0',\n",
+       "  '53,705',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Taylor Swift- You Belong with Me'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '30.6969',\n",
+       "  '-97.7577',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Golden Hour\\n\\nAuthor: JVKE'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.878',\n",
+       "  '-87.629',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'crazy by lil baby'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Take Me to Church by Hozier'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.7502',\n",
+       "  '-90.3356',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Nine ball- Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I don't have a major yet, but I plan on working on stuff under Computer Science, Data science, Statistics, Mathematics, or Psychology\",\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '35.6618',\n",
+       "  '139.7041',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"I have a whole playlist of suggestions on Spotify\\n\\nFor fitting the more upbeat nature of the opening song for class, a jazzy suggestion:\\n\\nSound of the Underground - OrtoPilot\\n\\n\\xa0\\n\\nI'm going to list a few more and link the spotify playlist in case you're interested, if not, ignore what's below\\n\\n\\xa0\\n\\nRap - The Rappist - Schaffer The Darklord (Explicit Language, in case that matters)\\n\\n\\xa0\\n\\nChill Pop - Handlebars, Brakes, Wheels, and Gears - Dan Bull\\n\\n\\xa0\\n\\nEmo Pop - I'm Not A Cynic - Alec Benjamin\\n\\n\\xa0\\n\\nFantasy - Soldier, Poet, King - The Oh Hellos\\n\\n\\xa0\\n\\nTango-esque Swoon - Quízas, Quízas, Quízas - Osvaldo Ferres\\n\\nOr it's english Version Perhaps, Perhaps, Perhaps - CAKE\\n\\n\\xa0\\n\\nPop - Hey Brother - Avicii\\n\\n\\xa0\\n\\nSuggestion Playlist: https://open.spotify.com/playlist/53nCEi6qwjcC5l4IMelzYb?si=662bf49e4cc7474d\\xa0\"],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Runaway by Kanye West'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'history',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '7.9615',\n",
+       "  '-80.4274',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Boyfriend by Big Time Rush'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  'bio',\n",
+       "  'none',\n",
+       "  '53,703',\n",
+       "  '48.1796',\n",
+       "  '16.3586',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Upside Down by jack Johnson'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '60,502',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Niagara Falls - Metro Boomin'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '38.537',\n",
+       "  '-121.5744',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'maneater Andrew Feldman'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'SOHE: Consumer Behavior and Marketplace Studies',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '-87.6298',\n",
+       "  '41.8781',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Tourniquet by Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '1.3488',\n",
+       "  '103.8473',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bound 2 by Kanye West'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.8328',\n",
+       "  '-73.9387',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Skyfall - Adele'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  'DS',\n",
+       "  'NO',\n",
+       "  '53,703',\n",
+       "  '34',\n",
+       "  '113',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Andy Warhol'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '23.4373',\n",
+       "  '-109.4295',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Just the Two of Us - By Grover Washington\\n\\nStand by Me - By Ben E. King\\n\\nRock With Me - Micheal Jackson\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '34',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Cybersecurity\\xa0',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '5.1521',\n",
+       "  '46.1996',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'You - Llyod\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.5271',\n",
+       "  '-109.0563',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Strawberry Swing - Coldplay'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37.5098',\n",
+       "  '22.3729',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Revival - Zach Bryan'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '25',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'None',\n",
+       "  '53,705',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Title: Seven\\n\\nArtist: Jungkook'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,704',\n",
+       "  '37.6137',\n",
+       "  '-122.4857',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Vertigo by griff'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.7639',\n",
+       "  '-87.7232',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'drive Me crazy- Lil Yachty'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.5133',\n",
+       "  '88.0133',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"https://www.youtube.com/watch?v=9nrEaHinGmY\\n\\nI Don't Wanna Talk (I Just Wanna Dance) by Glass Animals is one of my favorites.\\n\\nAnything from the UW marching band is also really cool, for example, our halftime show from the Reliaquest Bowl:\\n\\nhttps://www.youtube.com/watch?v=9f5Ebi6CJZQ\\n\\n\\xa0\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '33.6595',\n",
+       "  '117.9988',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fix You - Coldplay'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '9.522',\n",
+       "  '76.8611',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Solo by Future'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Info science',\n",
+       "  'Philosophy',\n",
+       "  '53,706',\n",
+       "  '42.3611',\n",
+       "  '-71.0571',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Money saves by Delta Spirit'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Nuclear Engineering',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Don't Care Crown - Fox Stevenson\"],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '47.6',\n",
+       "  '-122.3',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Rainbow in the Dark by Dio'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  'NA',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '21.3069',\n",
+       "  '-157.8583',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'good feeling - by: flo rida'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Culture, Media, and Creative Industries',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1181',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Wildest Dreams (Taylor's Version) - Taylor Swift :)\"],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Psychology',\n",
+       "  '53,706',\n",
+       "  '38.914',\n",
+       "  '121.6147',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Standing next to you; by Jungkook'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'ds',\n",
+       "  'Econ with math emphasis',\n",
+       "  '53,703',\n",
+       "  '18.4074',\n",
+       "  '-77.1031',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vibrate- Outkast'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
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+       "  '-93.265',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Color Violet, Tory Lanez'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance',\n",
+       "  '53,597',\n",
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+       "  '-89.4518',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Bangerang, Skrillex'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,130',\n",
+       "  '43',\n",
+       "  '-88',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Passionfruit - drake'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '36',\n",
+       "  '140',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '45.9692',\n",
+       "  '-90.5263',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Oklahoma Smokeshow\\xa0 \\xa0Zach Bryan'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '24',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Star walkin\\n\\nLeague of Lengends worlds anthem.\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.6666',\n",
+       "  '-90.8661',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Satisfied - Sia'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.2216',\n",
+       "  '-88.0148',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chill Bill Rob stone'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'We Are The People by Empire of the Sun'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Economics.',\n",
+       "  '53,715',\n",
+       "  '4.6005',\n",
+       "  '101.0758',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '[Ramenez la coupe à la maison] (https://www.google.com/search?sca_esv=601121294&cs=1&sxsrf=ACQVn0-TZJ2taP4ORhtuln_Dao71ilPXag:1706116041604&q=Vegedream+Ramenez+la+coupe+%C3%A0+la+maison&stick=H4sIAAAAAAAAAONgVeLVT9c3NEwzN69IsTAsNBJNK0rNS85QKM8vyklRSC4tUCjOz0s_xYiqDMYvTsmpLMmuNHrEuI6JW-Dlj3vCUkuYJq05eY1xLhOXgE9-fnFqTmVQak5iSWpKSL6QGBeba15JZkmlEI8UFxeHfq6-gbFBobnQZEYu7uDUkpB83_yUzLRKoWZGoQZGLPol4Pr5pHi4uED6zUziLYoLhYJQDXAWcuTi9E3NTUotKvZPEzLg4nLOz8lJTS7JzM8TUpJS4JLTT4YL6BelJucXpWTmpccn55QWlwD1WDFpMCpFGrntujTtHJuDIAMQlJgGO0hpaAlysbnk5yZm5gkm7_8vb_Tvvb2WMBdHSGJFfl5-bqUgkzBDQ_f_9_ZKnJxAPQ73eZ7YazFMYGJs2rfiEBsHB6MAgxETB0MVA88iVvWw1PTUlKLUxFyFoMTc1LzUKoWcRIXk_NKCVIXDC0BsoDXAwJ_AxggARouovqcBAAA&sa=X&ved=2ahUKEwigo-vEwfaDAxXfl4kEHfbtA90Q7fAIegQIABAB), Vegedream'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,029',\n",
+       "  '39.02',\n",
+       "  '1.4821',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Mr. Brightside - The Killers'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.3601',\n",
+       "  '71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Danza Kuduro by Lucenzo'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,715',\n",
+       "  '20.8876',\n",
+       "  '-156.4752',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'ECON and DATASCIENCE major',\n",
+       "  '',\n",
+       "  '55,736',\n",
+       "  '',\n",
+       "  '-92.8101',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hey Jude'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  'Nuclear Engineering',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '53.5511',\n",
+       "  '9.9937',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'It Has Begun STARSET'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '17',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.9657',\n",
+       "  '-105.1524',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Heaven Sent is a Coffee Cup by Bears in Trees'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Peace of Mind by Boston'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'ME',\n",
+       "  'None',\n",
+       "  '53,706',\n",
+       "  '42.7795',\n",
+       "  '-87.7887',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Crazy Girl by Eli Young Band'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-124.2179',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dancing in the Moonlight King Harvest'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Magic Power - Triumph'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Environmental Sciences',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.51',\n",
+       "  '88.01',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Levels by Aviici\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-32.3134',\n",
+       "  '115.7457',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Da Doo Ron Ron - Shaun Cassidy'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Business: Information Systems',\n",
+       "  'Business: Marketing, Certificate in Health Policy',\n",
+       "  '53,715',\n",
+       "  '40.6339',\n",
+       "  '14.6032',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Alaska by Maggie Rogers'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering\\xa0',\n",
+       "  '',\n",
+       "  '53,572',\n",
+       "  '43.993',\n",
+       "  '-102.2416',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Lady - Hear Me Tonight by Modjo\\xa0'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cherry-coloured Funk Cocteau Twins'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.36',\n",
+       "  '-71.04',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'perfect places by Lorde'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Statistics',\n",
+       "  '.',\n",
+       "  '.',\n",
+       "  '53,705',\n",
+       "  '35.1796',\n",
+       "  '129.0756',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Blank Space - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Currently undecided',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.9255',\n",
+       "  '6.8698',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Location - Playboi Carti'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  'Answered in question 4',\n",
+       "  'Certificates in Data Science, and French.',\n",
+       "  '53,706',\n",
+       "  '39.5696',\n",
+       "  '2.6502',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  \"You're Gonna Go Far by Noah Kahan\"],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '5.4203',\n",
+       "  '100.3119',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '33.8366',\n",
+       "  '-117.9143',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Life on Mars? David Bowie'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am Undecided, though I am heavily interested in AMEP and Engineering so for the purposes of the survey putting me for either could work.',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'It was a good day by Ice Cube'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '33.634',\n",
+       "  '117.9',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Free bird by Lynyrd skynrd'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management Insurance',\n",
+       "  '53,703',\n",
+       "  '46.7429',\n",
+       "  '-94.1524',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Why iii Love the Moon - Phony Ppl'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '47.3769',\n",
+       "  '8.5417',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Too late to say goodbye -Cage the Elephant\\xa0\\n\\nor\\xa0\\n\\nSocial Cues -Cage the Elephant'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data science',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My little foolish heart --Sheena Ringo'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '31.23',\n",
+       "  '121.47',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The importance of being idle\\xa0by Oasis'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,955',\n",
+       "  '27.7455',\n",
+       "  '-82.7464',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Burton St. - OSTON'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cardigan by Taylor Swift\\xa0'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'I am a computer engineer likely switching to data science.\\xa0',\n",
+       "  '',\n",
+       "  '53,792',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Northern Attitude Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.1465',\n",
+       "  '11.5432',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Ark: Survival Evolved Extinction Main Theme\\n\\nGareth Coker'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Sh-Boom; The Chords'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '33.4484',\n",
+       "  '-112.074',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Scar Tissue / Red Hot Chili Peppers'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,562',\n",
+       "  '41.8982',\n",
+       "  '12.486',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Circo Loco by Drake'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Software engineering',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '29',\n",
+       "  '106',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '反方向的钟,Jay Chou'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Marketing',\n",
+       "  'Info systems',\n",
+       "  '53,528',\n",
+       "  '34.8697',\n",
+       "  '-111.7609',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '1985 Bowling for Soup'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '43.1924',\n",
+       "  '-89.4518',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Need a Hero - Bonnie Tyler\\xa0'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Chicken Fried\" by Zac Brown Band'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Other',\n",
+       "  'Electrical Engineering\\xa0',\n",
+       "  'Data Science Certificate',\n",
+       "  '53,703',\n",
+       "  '35.117',\n",
+       "  '-89.97',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'NA'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'RMI',\n",
+       "  '53,715',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'snowfall by Oneheart and reidenshi'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Philosophy',\n",
+       "  '53,715',\n",
+       "  '-29.8587',\n",
+       "  '31.0218',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chicago by Michael Jackson'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '53,706',\n",
+       "  '39.5694',\n",
+       "  '2.6502',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Morocco\\nWritten By: Moon Taxi'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '21.9748',\n",
+       "  '-159.368',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Everybody Wants to Rule the World\" by Tears for Fears'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics (secondary major)',\n",
+       "  '53,706',\n",
+       "  '13.0827',\n",
+       "  '80.27',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Margaret- Lana del rey\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.8057',\n",
+       "  '123.4315',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Feel Special by TWICE'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Psychology',\n",
+       "  'Considering a certificate in CS',\n",
+       "  '53,703',\n",
+       "  '25.033',\n",
+       "  '121.5654',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'No Guidance (feat. Drake) by Chris Brown\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '112.9388',\n",
+       "  '28.2282',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lovefool\\n\\ntwocolors'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.8616',\n",
+       "  '-92.6244',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Unsquare Dance by The Dave Brubeck Quartet\\xa0'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '-',\n",
+       "  '-',\n",
+       "  '53,703',\n",
+       "  '46.8182',\n",
+       "  '8.2275',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Build me up buttercup - The Foundations'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '30',\n",
+       "  '120',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'country road'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '25',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science (with Data Science certificate)\\xa0',\n",
+       "  '',\n",
+       "  '53,718',\n",
+       "  '39.3817',\n",
+       "  '-84.3695',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"It isn't one of my favorites, but I think most people know/enjoy Billie Jean by Michael Jackson or Ice Ice Baby by Vanilla Ice.\\xa0\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'The Climb Miley Cyrus'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '47.6485',\n",
+       "  '-90.6709',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Remember When by Wallows'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.5015',\n",
+       "  '-88.0153',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Lovely Day by Bill Withers'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '45.2665',\n",
+       "  '-111.2642',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Iris, by The Goo Goo Dolls'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '39.9',\n",
+       "  '116.4',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"I know?\" by Travis Scott'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.4393',\n",
+       "  '-88.651',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Blue sky, Electric light orchestra\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Statistics',\n",
+       "  'Psychology',\n",
+       "  '53,706',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'macaroni/pasta',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'My favorite song is Skin and Bones by David Kushner'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Education Studies, but I want a DS minor.',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '30.5728',\n",
+       "  '104.0668',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Helpless - Phillipa Soo'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Statistics',\n",
+       "  'Psychology',\n",
+       "  '53,706',\n",
+       "  '',\n",
+       "  '2.3522',\n",
+       "  'macaroni/pasta',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'My favorite song is Skin and bones by David Kushner or Beautiful things by Benson Boon'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Never gonna give you up - rick ashley'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Data Science, Information Science',\n",
+       "  '53,706',\n",
+       "  '40.8269',\n",
+       "  '-73.9255',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Do it again- Steely Dan'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Sociology',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '-13.532',\n",
+       "  '-71.9675',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Fiji Fine (Bren Joy)'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '28.6',\n",
+       "  '81.3392',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Landslide by The Chicks'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided',\n",
+       "  '',\n",
+       "  '93,108',\n",
+       "  '35.65',\n",
+       "  '139.83',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Paradise - Coldplay'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'marketing, supply chain',\n",
+       "  '53,715',\n",
+       "  '43.6532',\n",
+       "  '-79.3832',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'instant crush by daft punk'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '61.15',\n",
+       "  '10.68',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Nights by Frank Ocean\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '38.5733',\n",
+       "  '-109.5498',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Evangeline- Stephen Sanchez'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.8647',\n",
+       "  '2.349',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Lazy Eye Silversun Pickups'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Econ, DS',\n",
+       "  '53,706',\n",
+       "  '43.0777',\n",
+       "  '-89.4144',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'huh, I like musics like cornfield chase.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.6123',\n",
+       "  '-110.7054',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'one thing at a time -morgan wallen'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '41.5952',\n",
+       "  '-87.3569',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"She's a Country Music Fan - Wheeler Walker Jr.\"],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Your heart or mine - Jon Pardi'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-53.1638',\n",
+       "  '-70.9171',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Disarm (The Smashing Pumpkins)\\n\\nSay It Aint So (Weezer)\\n\\nI Alone (Live)'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  'Genetics',\n",
+       "  'Neurobiology',\n",
+       "  '53,706',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '32.7157',\n",
+       "  '117.1611',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Walkin - Denzel Curry'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,175',\n",
+       "  '38.6303',\n",
+       "  '90.2003',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Ain't No Mountain\\xa0\"],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  'Philosophy, Economics',\n",
+       "  '53,706',\n",
+       "  '35.7022',\n",
+       "  '139.7741',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Megalovania, Toby Fox'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '55,387',\n",
+       "  '43.07',\n",
+       "  '89.4',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Skee Yee Sexxy Red'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'data science',\n",
+       "  '53,706',\n",
+       "  '50.9375',\n",
+       "  '6.9603',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Mr Brightside'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '55,387',\n",
+       "  '43.0722',\n",
+       "  '89.4008',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'The final countdown Journey\\xa0'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  'Mathematics',\n",
+       "  '53,715',\n",
+       "  '55.6862',\n",
+       "  '12.5765',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'I Wish by Stevie Wonder'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25',\n",
+       "  '55.5',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Take the Long Way Home - Supertramp'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,706',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'This Love, Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  'Mathematics',\n",
+       "  '53,715',\n",
+       "  '55.6862',\n",
+       "  '12.5765',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'https://www.youtube.com/watch?v=hYKYka-PNt0'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'Atmospheric Science',\n",
+       "  '53,706',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Summer of '69 by Bryan Adams.\"],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Eyes Without A Face by Billy Idol'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Supply Chain Management',\n",
+       "  'Environmental Studies',\n",
+       "  '53,703',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Shatter by Maggie Rogers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics with a Math Emphasis',\n",
+       "  'Data Science Certificate',\n",
+       "  '53,703',\n",
+       "  '43.8159',\n",
+       "  '-90.5257',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"If it wasn't for trucks, Riley Green\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '24',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Feeling Good\\n------------\\n\\n-Michael Bublé\\n--------------']]"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Call the process_csv function and store the list of lists in cs220_csv\n",
+    "cs220_csv = process_csv('cs220_survey_data.csv')\n",
+    "cs220_csv"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "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": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Store the header row into cs220_header\n",
+    "cs220_header = cs220_csv[0]\n",
+    "cs220_header"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53,703',\n",
+       "  '48.86',\n",
+       "  '2.35',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Yo no soy Celoso-Bad Bunny'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology: MS program in psychology department called Data Science in Human Behavior, which belong to psychology major but need data science skills.',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '48.8',\n",
+       "  '2.3',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Jupiter from the Planets, Gustav Holst'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43',\n",
+       "  '-89',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Everybody Talks Neon Trees'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,092',\n",
+       "  '41',\n",
+       "  '88',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'none'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '16.0544',\n",
+       "  '108.2022',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Hypnotize by notorious BIG'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'Mechanical Engineering',\n",
+       "  'NA',\n",
+       "  '53,706',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '\"Give Up Baby Go\" by: Peach Pit'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '39.9308',\n",
+       "  '116.3863',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Coffee Bean - Travis Scott'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Communication Sciences and Disorders',\n",
+       "  'N/A',\n",
+       "  '53,717',\n",
+       "  '43.73',\n",
+       "  '7.42',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Your Song - Elton John'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'statistic',\n",
+       "  '53,706',\n",
+       "  '34',\n",
+       "  '108',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Jielun Zhou, a chinese singer'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Usurper -NXCRE and the Villains'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.008',\n",
+       "  '28.978',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'pitbull - fireball'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '48.5348',\n",
+       "  '-123.0161',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Flesh & Bone - Sammy Rae & The Friends'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Sciences\\xa0',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'currently my favorite songs are \"Enticing\" by Mike Sabath and \"Weekends and Candy\" by Noah Elliott'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\n\\n\\xa0',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '36.8',\n",
+       "  '-237.7',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Super Seventeen'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC002',\n",
+       "  '4',\n",
+       "  'Computer Science',\n",
+       "  'h',\n",
+       "  'j',\n",
+       "  '53,706',\n",
+       "  '877',\n",
+       "  '7,978',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'pop'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,706',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '---------------------------\\nShelter --- Porter Robinson\\n---------------------------'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  'Not yet',\n",
+       "  'Game Design',\n",
+       "  '53,703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Nights'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'math',\n",
+       "  '53,703',\n",
+       "  '20',\n",
+       "  '40',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'no music\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Come as you are-Nirvana'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Zanzibar by Billy Joel'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '18.5204',\n",
+       "  '73.8567',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Adults are Talking - The Strokes'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '41.5231',\n",
+       "  '-88.604',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Rock Me Amadeus- Falco\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Rock Lobster, The B-52's\"],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Lo que siento-Cuco\\xa0'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '/',\n",
+       "  '/',\n",
+       "  '53,706',\n",
+       "  '22.3193',\n",
+       "  '114.1694',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Ask - The Smiths'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '.',\n",
+       "  '.',\n",
+       "  '53,715',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cruel Summer - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Business: Information Systems\\xa0\\n\\nConsulting Certificate',\n",
+       "  '53,703',\n",
+       "  '41.2258',\n",
+       "  '2.1037',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Come back to earth - mac miller'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.3275',\n",
+       "  '19.8187',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Not explicit - Rich Minion by Yeat\\xa0\\n\\n\\xa0\\n\\nExplicit - Still Countin by Yeat'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40',\n",
+       "  '116',\n",
+       "  'green pepper',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Childhood memory -- Bandari'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '0',\n",
+       "  '0',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'なんでもないや (name of the song)\\n\\nradwimps(band name)\\n\\nNandemonaiya (English name)\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Beautiful Things - Benson Boone'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '23',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Cartography and GIS major',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '36.0671',\n",
+       "  '120.3826',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Viva La Vida by Coldplay'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Ophelia - The Lumineers'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '24.2227',\n",
+       "  '55.7651',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Ice cube\\n\\nIt was a good day'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.8453',\n",
+       "  '-91.2373',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"This question is unfair as my favorite song changes by the week. At the moment I suppose I'd say Sunday Bloody Sunday by U2.\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.7866',\n",
+       "  '20.4489',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Imati pa nemati'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '24.0939',\n",
+       "  '38.0634',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Runaway - Kanye West'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Runaway - Kanye West ft. Pusha T\\n\\nSing about Me, I'm Dying of Thirst - Kendrick Lamar\\n\\nIvy - Frank Ocean\\n\\nBohemian Rhapsody - Queen\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '《灰色轨迹》-By Beyond'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '19.8968',\n",
+       "  '-155.5828',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Exile. Taylor Swift.'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,715',\n",
+       "  '53.57',\n",
+       "  '-0.04',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lovers in Japan by Coldplay'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC001',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Business Analytics',\n",
+       "  \"I don't have\",\n",
+       "  '53,703',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Eye of the Tiger\" is a song by the American rock band\\xa0[Survivor] (https://en.wikipedia.org/wiki/Survivor_(band)).\\xa0'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'math (prepare to declare)',\n",
+       "  '53,706',\n",
+       "  '37.4645',\n",
+       "  '121.4479',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"永恒的主题/A Song For Nathan's Wedding, 丁世光(Dean Ting)\"],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '36.6512',\n",
+       "  '117.1201',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'La fille aux cheveux de lin, Claude Debussy'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'BS in atmospheric and oceanic sciences.',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Doin' Time - Sublime.\"],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7306',\n",
+       "  '-73.9352',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  '',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  '雪花飘飘'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0077',\n",
+       "  '-88.0244',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'None',\n",
+       "  '53,715',\n",
+       "  '36',\n",
+       "  '105',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Wish you were gay'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'not applicable',\n",
+       "  'not applicable',\n",
+       "  '53,715',\n",
+       "  '74.006',\n",
+       "  '40.7128',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'you belong with me, taylor swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Economics, certificate in data science and digital studies\\xa0\\n\\n\\xa0',\n",
+       "  'Certificate in data science and digital studies.',\n",
+       "  '53,703',\n",
+       "  '43.0833',\n",
+       "  '89.3725',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No Quarter- Led Zeppelin\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.2082',\n",
+       "  '16.3738',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'American Pie by Don Mclean'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Finance',\n",
+       "  'Information Systems',\n",
+       "  '53,706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Real Slim Shady by Eminem'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.6349',\n",
+       "  '-106.5268',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Revival, Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Novacandy Post Malone'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '113.2031',\n",
+       "  '22.4313',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Paris in the rain Lauv'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'my major is economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'name: Feel special\\n\\nArtist: TWICE'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9212',\n",
+       "  '-93.4687',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Incredible Sauce by Giggs and Dave'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.3743',\n",
+       "  '2.0929',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Revival-Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'none',\n",
+       "  '53,703',\n",
+       "  '44.3871',\n",
+       "  '-89.8281',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Upside Down by Jack Johnson\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  'N/A',\n",
+       "  'Economics',\n",
+       "  '53,706',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Back in Black by ACDC'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37.4419',\n",
+       "  '-122.143',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Lights - Journey'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science certificate',\n",
+       "  '53,726',\n",
+       "  '49.38',\n",
+       "  '10.19',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Georgia - Boz Scaggs'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Fearless by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,701',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Black by Pearl Jam'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,703',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"... Wot's...Uh the Deal by Pink Floyd\\xa0\"],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '37.1507',\n",
+       "  '-94.4439',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'None'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'econ',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '29',\n",
+       "  '120',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'LATATA\\xa0 by (G)I-DLE'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Data Science',\n",
+       "  'Economics',\n",
+       "  'Minor DS',\n",
+       "  '53,703',\n",
+       "  '36.03',\n",
+       "  '120.22',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Artist George Condo'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'History',\n",
+       "  'Religious studies\\xa0',\n",
+       "  '53,703',\n",
+       "  '32.0584',\n",
+       "  '118.7965',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Paper ring\"\\n\\nTaylor Swift\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Science: Chemistry',\n",
+       "  '',\n",
+       "  'genetics',\n",
+       "  '53,715',\n",
+       "  '36',\n",
+       "  '120',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'shape of you\\n\\n\\xa0Ed Sheeran'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,704',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Surround Sound - J.I.D'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.3769',\n",
+       "  '8.5417',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'This Town by Niall Horan'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '34.4208',\n",
+       "  '-119.6982',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Right Down the Line - Gerry Rafferty'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Let it happen- tame impala'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '49.8397',\n",
+       "  '24.0297',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'F Song by Strawberry Guy'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Certificate in Data Science',\n",
+       "  '53,706',\n",
+       "  '17.0542',\n",
+       "  '-96.7132',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Take it Easy by the Eagles\\xa0'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '32.72',\n",
+       "  '117.16',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Houstonfornication by Travis Scott'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,706',\n",
+       "  '30.0444',\n",
+       "  '31.2357',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'this love- maroon 5'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '51,706',\n",
+       "  '36.0671',\n",
+       "  '120.3826',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Lana Del Ray\\xa0 A&W'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.878',\n",
+       "  '-87.629',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'bohemian rhapsody queen'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'Science: Biochemistry',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-8.3405',\n",
+       "  '115.0919',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Untouchables by Generation X'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  'computer science',\n",
+       "  'data science',\n",
+       "  '53,703',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Love U Like That - Lauv'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  '',\n",
+       "  'Maybe',\n",
+       "  'taylor swift\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,715',\n",
+       "  '41.7119',\n",
+       "  '41.7119',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Travis Scot(Artist) - My Eyes'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9856',\n",
+       "  '-92.9646',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'chiquitita - ABBA\\n\\nel chico del apartamento 512 - Selena'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Astronomy-Physics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '5.4203',\n",
+       "  '100.3119',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Time With God, Midly Jadis'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '36',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Urban and Regional Planning. Focus on GIS and geospatial data analysis and mapping.\\xa0',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '43.29',\n",
+       "  '-0.37',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vulfpeck, Animal Spirits'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics B.S.',\n",
+       "  '53,705',\n",
+       "  '46.0649',\n",
+       "  '13.2307',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Take it off - Fisher\\xa0'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  '',\n",
+       "  '29',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,704',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'talking to the moon, Bruno Mars'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '37.3382',\n",
+       "  '-121.8863',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Feel This Moment by Pitbull,'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '30.5928',\n",
+       "  '114.3055',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Call me Maybe'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.8628',\n",
+       "  '-88.231',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Feel Lucky - Mary Chapin Carpenter'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'business-finance',\n",
+       "  '53,703',\n",
+       "  '41.8818',\n",
+       "  '87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Burn It Down- Parker McCollum'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '57,315',\n",
+       "  '44.98',\n",
+       "  '-92.75',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Moving Out, Billy Joel'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '40.9337',\n",
+       "  '40.9337',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Freaks - Surf Curse'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I ONLY WANT TO BE WITH YOU - tommy february6'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37.77',\n",
+       "  '-122.42',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Build Me Up Buttercup - The Foundations'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0745',\n",
+       "  '-89.4105',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Wish you were here- Pink Floyd\\xa0'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance, Accounting',\n",
+       "  '53,715',\n",
+       "  '43.077',\n",
+       "  '-88.1177',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pompeii - Bastille'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'International Studies',\n",
+       "  '53,706',\n",
+       "  '41.0082',\n",
+       "  '28.9784',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mirrorball by Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.2394',\n",
+       "  '-89.3593',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mr Crowley - Ozzy Osbourne'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '23.0978',\n",
+       "  '113.2712',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Take me home, country road.'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Information Systems, Operations and Technology Management',\n",
+       "  '53,703',\n",
+       "  '52.3702',\n",
+       "  '4.8952',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Arabella, Arctic Monkeys'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Risk management and Insurance',\n",
+       "  \"I don't have secondary majors. But I have a minor in data science\",\n",
+       "  '53,706',\n",
+       "  '30.5728',\n",
+       "  '104.0668',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"《My Shot》 from Alexander Hamilton (it's a musical)\"],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,707',\n",
+       "  '24.45',\n",
+       "  '54.37',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Incredible sauce - giggs'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,703',\n",
+       "  '10.7765',\n",
+       "  '106.701',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'I Feel It Coming - The Weeknd, Daft Punk\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '33.9016',\n",
+       "  '-118.4083',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'REST - ANOHNI'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '49.3382',\n",
+       "  '-123.1681',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '505 Arctic Monkeys'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Communication Arts',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '23.6978',\n",
+       "  '120.9605',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Drake'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '35.05',\n",
+       "  '-118.24',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bang! by AJR'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Computer Science',\n",
+       "  'N/A',\n",
+       "  'Certificate of Data Science.',\n",
+       "  '53,705',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Duel of the Fates - John Williams (Star Wars)'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Silver Springs, Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '59.3293',\n",
+       "  '18.0686',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Runaway - Kanye West'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '44.987',\n",
+       "  '93.268',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hey there Delilah- Plain White Ts'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '24',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '37.6',\n",
+       "  '127',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dangerously - Charlie Puth'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  'Double major with Finance',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6297',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Could You be Loved - Bob Marley'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7306',\n",
+       "  '-73.9352',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Life of the party'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '41',\n",
+       "  '-86',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Radiant Memories - Tanuki'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '42.29',\n",
+       "  '-83.81',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'el paso del gigante made by grupo sunador'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '27.712',\n",
+       "  '85.313',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Streetcar by Daniel Ceaser.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'data science',\n",
+       "  '53,715',\n",
+       "  '60.472',\n",
+       "  '60.472',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Winter in the dark. ----Lorde'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Business: Risk Management and Insurance',\n",
+       "  '53,703',\n",
+       "  '48.2082',\n",
+       "  '16.3719',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Upside Down - Jack Johnson'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '43.7664',\n",
+       "  '-87.7381',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"Stacy's Mom by Fountains of Wayne\"],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9537',\n",
+       "  '-93.09',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Dan Deacon- \"When I was Done Dying\"'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Fade To Black - Metallica'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.9',\n",
+       "  '116.4',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Enchanted, Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Comp. Sci.',\n",
+       "  'Mathematics, and Data Science',\n",
+       "  '53,703',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"Doin' Time by Sublime\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hotel California\\n\\nEagles'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  'Na',\n",
+       "  'Economics',\n",
+       "  '53,703',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Don’t wanna do this anymore- XXXtentacion'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '51.5136',\n",
+       "  '7.4653',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'London Calling, The Clash'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'English Literature',\n",
+       "  'Possible second major in Korean',\n",
+       "  '53,703',\n",
+       "  '47.608',\n",
+       "  '-122.3321',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'OMG - NewJeans'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,726',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Stitches, Shawn Mendes'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.3314',\n",
+       "  '-83.0458',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Waiting on The World to Change - John Mayer'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Alive - Dabin'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,715',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Something - Beatles'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Business: Other',\n",
+       "  'Accounting',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '42.8865',\n",
+       "  '-87.9024',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mental - Denzel Curry'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  'consumer behavior & marketplace studies',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '31',\n",
+       "  '120',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Photograph by Ed Sheeran'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '43.1702',\n",
+       "  '-88.1336',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Beautiful Crazy\" - Luke Combs'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Feather - Sabrina Carpenter'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,715',\n",
+       "  '52',\n",
+       "  '13',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'El Dorado - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'It’s Tricky\\n\\nSong by Run-D.M.C.'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Biochemistry\\xa0',\n",
+       "  'Data Science',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '89.4012',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Hey Ya! Outkast'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.1002',\n",
+       "  '91.4888',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Could You Be Loved - Bob Marley'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Black Hole Sun - Soundgarden'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '49.3987',\n",
+       "  '8.6724',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Darren Kiely - Lost & Found'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'data sceince',\n",
+       "  '53,706',\n",
+       "  '51.552',\n",
+       "  '-0.299',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '38 baby NBA YOUNG. BOY'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '62.601',\n",
+       "  '29.7636',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Doomsday by Cordae and Juice WRLD'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.39',\n",
+       "  '2.15',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Mama Tried - Merle Haggard'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  \"I think something else that I'd say I'm pretty interested in besides data science would be circuits and how they interact with programs\",\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Weird Fishes/Arpeggi - Radiohead'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.77',\n",
+       "  '-73.9461',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Every Teardrop is a waterfall by Coldplay\\xa0'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance',\n",
+       "  '53,703',\n",
+       "  '25.0343',\n",
+       "  '-77.3963',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Clean - Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.6833',\n",
+       "  '-93.2766',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"November Rain - Guns N' Roses\"],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '33.44',\n",
+       "  '-112',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dawns-- zach bryan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Communications',\n",
+       "  'No secondary majors yet but who knows',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Boys of Faith by Zach Bryan ft Bon Iver\\n\\nI so wish Louis would do this\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '46.948',\n",
+       "  '8.1738',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Never Gonna Give You Up\\xa0 - Rick Astley'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Statistics',\n",
+       "  '53,706',\n",
+       "  '37.8706',\n",
+       "  '112.5489',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Run to you by Seventeen'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Kinesiology',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Homecoming - Kanye West'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Engineering for suitability certificate\\xa0\\n\\nThermal energy systems engineering certificate\\xa0',\n",
+       "  '53,760',\n",
+       "  '24.5247',\n",
+       "  '39.5692',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Passenger - Noah Kahan'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '31',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Urban and Regional Planning',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Jung Kook-3D (feat. Jack Harlow)\\n\\nToploader - Dancing in the Moonlight'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9198',\n",
+       "  '-92.9371',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Norf Norf - Vince Staples'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '25',\n",
+       "  'Computer Science',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53,703',\n",
+       "  '21.3069',\n",
+       "  '-157.8583',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Cruel Summer, Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economic, Mathematics',\n",
+       "  '53,705',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Summertime Sadness by Lana del Ray'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Operations Technology Management, Information Systems',\n",
+       "  '53,706',\n",
+       "  '42.8564',\n",
+       "  '-105.8521',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Colder Weather, Zach Brown Band'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9867',\n",
+       "  '-93.2581',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Greatness by Quavo'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '23',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.055',\n",
+       "  '-91.6259',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'cant take my eyes off you by frankie valli. good classic'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Science: Other',\n",
+       "  'Environmental Science',\n",
+       "  'Chicano/Latino Studies\\xa0',\n",
+       "  '53,703',\n",
+       "  '19.0414',\n",
+       "  '-98.2063',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Y lloro - Junior H'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '94,303',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Conservation Biology',\n",
+       "  '53,715',\n",
+       "  '32.08',\n",
+       "  '-81.09',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Motorsport by Migos, Cardi B, and Nicki Minaj :)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science Certificate',\n",
+       "  '53,703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Wonder by Kanye West\\n\\nLove by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I was pre-business, but now looking to major in economics and data science minor.\\xa0',\n",
+       "  'No secondary major.',\n",
+       "  '53,703',\n",
+       "  '41.8239',\n",
+       "  '-87.6675',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"Some\" by Steve Lacy and \"Hoja En Blanco\" by Monchy & Alexandra.\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.88',\n",
+       "  '87.63',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'greedy tate mcrae'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Global Health (Switching to Information Science)',\n",
+       "  'N/A',\n",
+       "  '53,715',\n",
+       "  '40.7128',\n",
+       "  '74.006',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You Got Me- The Roots, Erykah Badu'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Data science and finance',\n",
+       "  '53,707',\n",
+       "  '-0.6838',\n",
+       "  '-78.4372',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Radiohead, any song in the in rainbows album'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Accounting',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '20.5937',\n",
+       "  '78.9629',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'nee-nah by 21 savage'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Biology',\n",
+       "  '53,706',\n",
+       "  '-8.34',\n",
+       "  '115.09',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'nightcrawler by travis scott, swae lee, and chief keef'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'mechanical engineering , Physics\\xa0',\n",
+       "  '57,324',\n",
+       "  '',\n",
+       "  '',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Statistics',\n",
+       "  '53,706',\n",
+       "  '35',\n",
+       "  '135',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Margaritaville Jimmy Buffet'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.2082',\n",
+       "  '16.3738',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Werewolves of London - Warren Zevon'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.3603',\n",
+       "  '71.0573',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'accidentally in love- counting crows\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '42.4317',\n",
+       "  '-71.1933',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sugar - System of a Down'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Prescription - Remi wolf'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7306',\n",
+       "  '-73.9352',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '\"Tell Em\" - Cochise ft. $NOT'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '21.4598',\n",
+       "  '-158.2141',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'The Underdog by Spoon'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '24',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '27.9002',\n",
+       "  '42.3966',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Yesterday Once More, The Carpenters'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Real Estate',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Hard To Explain- The Strokes'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Environmental Science, on pre-optometry track',\n",
+       "  'Certificate in business management',\n",
+       "  '53,715',\n",
+       "  '20.7984',\n",
+       "  '156.3319',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'All the Time - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '52.4326',\n",
+       "  '13.4358',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Fein by Travis Scott'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'Marketing, Minor in Data Science',\n",
+       "  '53,715',\n",
+       "  '37.9838',\n",
+       "  '23.7275',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My Kind of Woman- Mac DeMarco'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.4799',\n",
+       "  '110.7624',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Revival - Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Drama - Aespa'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.1',\n",
+       "  '89.4',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Sultans of Swing - Dire Straits'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Amazing - Rex Orange County'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Thrown Down by Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Bachelors of Arts, Economics',\n",
+       "  '53,703',\n",
+       "  '41',\n",
+       "  '29',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Just a Dream, Snow Strippers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'econ',\n",
+       "  '',\n",
+       "  '91,024',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pyramids by Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'I am pursuing certificates in Data Science and Economic Analytics',\n",
+       "  '53,703',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Offenbach Anthem - by CINTHIE'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Business major: Finance(maybe) and Information systems',\n",
+       "  'Finance and a hybrid minor in philosophy, political science, and economics',\n",
+       "  '53,715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bon Jovi - Livin on a prayer'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics, BA',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Sunset for the Dead by Tommy Newport'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '49',\n",
+       "  '-123',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Numb-Linkin Park'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '32.776',\n",
+       "  '-79.931',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'run around - blues traveler'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'English',\n",
+       "  '53,703',\n",
+       "  '42.6957',\n",
+       "  '-74.9257',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Crane Wife 3 - The Decemberists'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '54,935',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Bang on the drum all day-Todd Rundgren'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '45.55',\n",
+       "  '-122.819',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'For Emma by Bon Iver.'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science,',\n",
+       "  'information science',\n",
+       "  '53,706',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Low - SZA'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Eternal Life - Jeff Buckley'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'genetics and genomics',\n",
+       "  'na',\n",
+       "  '53,706',\n",
+       "  '43.4398',\n",
+       "  '-81.5024',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'idk'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.8699',\n",
+       "  '-90.8858',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"You're gonna go far by noah kahan\"],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.3874',\n",
+       "  '2.1686',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Ms. Jackson by Outkast'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Other',\n",
+       "  'marketing',\n",
+       "  'no',\n",
+       "  '53,703',\n",
+       "  '38',\n",
+       "  '120',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'lil baby freestyle'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"I am just listening: I'll take you anywhere——the white coast. This maybe the favorite song I pretty like to listen these days.\"],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.015',\n",
+       "  '105.2705',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Jolene by Dolly Parton'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics with math emphasis',\n",
+       "  '53,703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My recent favorite one is \"Ballroom Extravaganza\" by DPR IAN.\\xa0'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Accounting',\n",
+       "  '53,706',\n",
+       "  '43.8315',\n",
+       "  '-88.9776',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Already Rich - Yeat'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '43.0747',\n",
+       "  '-89.3842',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Eat your Young, Hozier'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.71',\n",
+       "  '7.26',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Quiet, by Jay Chou'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,715',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Shinunoga E-Wa -- Fujii Kaze'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Music Education',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.4997',\n",
+       "  '-0.1137',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'one of my favorites is think later by tate mcrae :)'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Down to the Waterline\\n\\nDire Straits'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Biology in Engineering\\xa0',\n",
+       "  '53,715',\n",
+       "  '20.9227',\n",
+       "  '-156.693',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Don't Stop Believing by Journey\"],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Economics-Math emphasis\\xa0',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Rock with you- MJ'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.8293',\n",
+       "  '-73.9279',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Stick Season Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,532',\n",
+       "  '43.2093',\n",
+       "  '-89.3711',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'too late for love by def leppard'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'Certificate in entrepreneurship',\n",
+       "  '53,715',\n",
+       "  '43.7719',\n",
+       "  '-88.4338',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Whatever It Is Zac Brown Band'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '50.7754',\n",
+       "  '6.0815',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '\"Remember When\" by Wallows.'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37',\n",
+       "  '122',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Wuki - Sunshine (My Girl)\\xa0\\n--------------------------'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Computer Engineering',\n",
+       "  'Entrepreneur - minor',\n",
+       "  '53,703',\n",
+       "  '48.862',\n",
+       "  '2.3885',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Apologize - OneRepublic'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Intuition by the Backseat Lovers'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '38.627',\n",
+       "  '-90.2003',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Paint it Black The Rolling Stones'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC001',\n",
+       "  '25',\n",
+       "  'Data Science',\n",
+       "  'My major currently is data science. but I am going to change my major as economic.',\n",
+       "  'economic analytic',\n",
+       "  '53,703',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'My favorite songs are Korean music.\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Baddadan by Chase and Status'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Stick Season by Noah Kahan'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.01',\n",
+       "  '-105.27',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Everybody Wants to Rule the World -- Tears for Fears'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Business: Finance',\n",
+       "  'no',\n",
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+       "  '53,703',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'love story'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.8',\n",
+       "  '125.3',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Earned it\\xa0by The Weekend'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'The Color Violet - Tory Lanez'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Journalism, Econ',\n",
+       "  '53,706',\n",
+       "  '52.378',\n",
+       "  '4.8971',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '90210 Travis Scott'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '27',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '43.0862',\n",
+       "  '-89.4351',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\\xa0pound town -sexy red'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Applied Econ',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0748',\n",
+       "  '-89.4095',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Touxin by Jacky Cheung Hok Yau'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Global Health',\n",
+       "  'Health Policy, Development Economics',\n",
+       "  '53,715',\n",
+       "  '43.0739',\n",
+       "  '-89.3852',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'International Harvester by Craig Morgan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Certificate: Data Science',\n",
+       "  '53,715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Do it Again-Steely Dan'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
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+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'No Recognition- Aaron May'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7831',\n",
+       "  '-73.9713',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Vincent by Don McLean'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0749',\n",
+       "  '-89.3953',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Murder on the Dancefloor by Sophie Ellis-Bextor'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '88,888',\n",
+       "  'Engineering: Other',\n",
+       "  'Electrical Engineering, while my capstone are mostly about AI, NLP and Graph Learning',\n",
+       "  'Taiwan Language Study',\n",
+       "  '53,705',\n",
+       "  '22.9997',\n",
+       "  '120.227',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Coffee's on me - Sunset Rollercoaster\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '32',\n",
+       "  '118.7',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hotel California, Eagles'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  'Mechanical Engineering',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0389',\n",
+       "  '-87.906',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Distance by Cake'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '69.42',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '199.85',\n",
+       "  '200.4',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Macklemore thrift shoping'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Economics, Statistics',\n",
+       "  '53,706',\n",
+       "  '-22.9083',\n",
+       "  '-43.1964',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Silver Lining Mt. Joy'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.4428',\n",
+       "  '-92.2795',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Money Money\\n\\nAbba'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '51.9244',\n",
+       "  '4.4777',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chemtrails over the countryclub - lana del ray'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'na',\n",
+       "  '53,703',\n",
+       "  '46.8122',\n",
+       "  '-90.8222',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Lose Control - Teddy Swims'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'n/a'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9198',\n",
+       "  '-92.9371',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Comptine d'un Autre été: L'Après-Midi by Yann Tiersen\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '44.8067',\n",
+       "  '-91.4991',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"Rattlin' Bog, Carlyle Fraser\"],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics with math emphasis.',\n",
+       "  'No.',\n",
+       "  '53,703',\n",
+       "  '25.0367',\n",
+       "  '121.4974',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Stack It Up by Liam Payne'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '24',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0738',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'yes or no by JungKook\\xa0'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '14.9752',\n",
+       "  '-89.5283',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Look what you made me do - Taylor Swift\\xa0'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0706',\n",
+       "  '-89.3909',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Circles by Post Malone'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'L.A. Love - fergi'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.3603',\n",
+       "  '71.0573',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Skinny Dipping by Sabrina Carpenter\\xa0'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.3611',\n",
+       "  '71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Feathered Indians, Tyler Childers'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Computer Science, Data Science',\n",
+       "  '53,711',\n",
+       "  '37.2474',\n",
+       "  '-121.9341',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'There is a light that never goes out, The Smiths'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'information science',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hometown by Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.5',\n",
+       "  '91.7',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '(I just) Died In Your Arms\\n\\n-Cutting Crew'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sunday Morning by Maroon 5'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Am I Dreaming, Metro Boomin'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '43.0301',\n",
+       "  '-89.4491',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Roma Fade -Andrew Bird'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '60,169',\n",
+       "  '42.0412',\n",
+       "  '-88.1078',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '2nd Thots, Jay Park\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42',\n",
+       "  '-71',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Tumbling Dice - Rolling Stones'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '28',\n",
+       "  'Engineering: Other',\n",
+       "  'Civil Engineering',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'hymn for the weekend, Coldplay'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,713',\n",
+       "  '24.4798',\n",
+       "  '118.0894',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'A Thousand Years\\n\\nChristina Perri'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Political Science',\n",
+       "  '53,706',\n",
+       "  '46.8139',\n",
+       "  '-71.208',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Carry the Zero by Built to Spill'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.6739',\n",
+       "  '-122.1215',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'The duck song.\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Economics',\n",
+       "  'Statistic',\n",
+       "  '53,706',\n",
+       "  '31.2304',\n",
+       "  '120.56',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Empire state of mind\\n\\nAlicia Keys'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,705',\n",
+       "  '121.6129',\n",
+       "  '25.0455',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lucid Dream, Juice WRLD'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'RMI',\n",
+       "  '53,706',\n",
+       "  '27.9221',\n",
+       "  '-82.793',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'One Man Band by Old Dominion\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '20.7984',\n",
+       "  '-156.3319',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Tyler Herro by Jack Harlow'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '10.8231',\n",
+       "  '106.6297',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Best Part - Daniel Caesar, H.E.R'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '60.3913',\n",
+       "  '5.3221',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '\"In between dreams\" album by Jack Johnson'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Other',\n",
+       "  'Civil and Environmental Engineering',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Home-Seventeen'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Standing Next to You by Jung Kook'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '47.9031',\n",
+       "  '91.8565',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Stick Season by Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '38.5836',\n",
+       "  '-109.4873',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Smoke From a Distant Fire, Sanford Townsend Band'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7',\n",
+       "  '-74',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Quicksand by Morray'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.5',\n",
+       "  '-0.12',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Valerie - Amy Winehouse'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Business: Operations and Technology Management\\xa0',\n",
+       "  '53,703',\n",
+       "  '50.0737',\n",
+       "  '14.4185',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Who'll Stop the Rain: CCR.\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,213',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dancing in the moonlight by toploader'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0726',\n",
+       "  '78.9629',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Attention, Charlie Puth'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'RMI',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Bad Medicine by Bon Jovi'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,213',\n",
+       "  '53.3448',\n",
+       "  '-6.2592',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'All My Love by Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.9141',\n",
+       "  '-89.2558',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Calling by Metro Boomin, Swae Lee, and NAV'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-6.1726',\n",
+       "  '106.8173',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Bentuk Cinta - Eclat Story'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Environmental Science',\n",
+       "  'No',\n",
+       "  '53,703',\n",
+       "  '47.435',\n",
+       "  '-92.5038',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dream On by Aerosmith and Boombastic by Shaggy.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Materials Science and Engineering\\xa0',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.5017',\n",
+       "  '-73.5673',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Lovefool by The Cardigans'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42',\n",
+       "  '123',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Relax\\n\\n—Junona Boys'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,706',\n",
+       "  '37.55',\n",
+       "  '126.99',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '4’33” by John Cage'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8821',\n",
+       "  '-87.623',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Don Henley - The Boys of Summer'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Ripples In The Heart --- Jackson Yee'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '69',\n",
+       "  'Business: Other',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0672',\n",
+       "  '-89.4054',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'March Madness by Future.\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Viva La Vida, Coldplay\\xa0'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,703',\n",
+       "  '45.4408',\n",
+       "  '12.3155',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Out of Time by The Weeknd'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data Science\\xa0',\n",
+       "  '53,706',\n",
+       "  '29.7604',\n",
+       "  '-95.3698',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Safe and Sound by Capital Cities\\xa0'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lovin On Me- Jack Harlow'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '60.3927',\n",
+       "  '5.323',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Traveling Man, Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,706',\n",
+       "  '47.608',\n",
+       "  '-122.3352',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Perfect Night, Le Sserafim'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '64.2525',\n",
+       "  '-15.2114',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Don't let me Down- The Beatles\"],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '33.6891',\n",
+       "  '-78.8867',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Creep - Radiohead\\xa0'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'Data Science or Information Science',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '64.1265',\n",
+       "  '-21.8174',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'One of my favorite songs is Gold Rush by Taylor Swift.\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '64.9631',\n",
+       "  '-19.0208',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  '22 taylor swift'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.6061',\n",
+       "  '122.3328',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Breaking Dishes - Rihanna'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Nursing',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.3601',\n",
+       "  '71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Kirari by Fuji Kaze'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Marketing',\n",
+       "  '53,703',\n",
+       "  '28.3772',\n",
+       "  '81.5707',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Good to Be by Mark Ambor'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,715',\n",
+       "  '38.7223',\n",
+       "  '-9.1393',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Rich Girl by Daryl Hall & John Oates'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer Behavior & Marketplace Studies\\xa0',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.7804',\n",
+       "  '-73.9532',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Popular - The Weeknd with Playboi Carti & Madonna\\n\\nClean - Taylor Swift (Taylors Version)\\n\\nGasoline - HAIM & Taylor Swift\\xa0'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Fair Trade - Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'none',\n",
+       "  '53,706',\n",
+       "  '37.8882',\n",
+       "  '-4.7794',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Boulevard of Broken Dreams by Green Day'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '38.022',\n",
+       "  '-107.67',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I took a pill in Ibiza, Mike Posner'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '55,060',\n",
+       "  '11.5721',\n",
+       "  '43.1456',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Jupiter by Gustav Holst'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  'Nuclear Engineering',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '39.8911',\n",
+       "  '-105.7607',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'PSA- Kay Flock\\n\\nVery likely not school friendly\\xa0'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Astronomy',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '52.52',\n",
+       "  '14.4',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'One of these nights Eagles'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'communication art-tv',\n",
+       "  'digital study certificate\\n\\nsocial justice certificate',\n",
+       "  '53,703',\n",
+       "  '21.1619',\n",
+       "  '-86.8515',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'agora hills- Doja Cat'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'History',\n",
+       "  'Japanese',\n",
+       "  '53,703',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Michizure - Hoshimachi Suisei'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '33.4942',\n",
+       "  '-111.926',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'soundtrack 2 My Life- Kid Cudi'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '24',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data science in human behvaior',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '21.1619',\n",
+       "  '-86.8515',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Wake Up. NCT 127'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.0997',\n",
+       "  '-94.5786',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Peace of Mind ~ Boston'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '25.6065',\n",
+       "  '100.2676',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"FIREWORK\" by &TEAM'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '61.2',\n",
+       "  '-149.9',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'watcha say by Jason Derulo'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Psychology\\xa0',\n",
+       "  '53,703',\n",
+       "  '38.967',\n",
+       "  '-77.0093',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Gun - Gil-Scott Heron'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Can I call you rose?\\n\\nBy Thee Sacred Scrolls'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.1157',\n",
+       "  '-77.5636',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Pink Matter, Frank Ocean'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Business: actuarial science',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8902',\n",
+       "  '12.4922',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'family ties- Baby Keem'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Supply chain and a certificate in data science',\n",
+       "  '53,715',\n",
+       "  '38',\n",
+       "  '127',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Pluto Projector by Rex Orange County'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Everywhere, Everything by Noah Kahn\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '17',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Microbiology',\n",
+       "  'Microbiology, Data Science \\\\',\n",
+       "  '53,706',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Applause - lady gaga'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '27',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,713',\n",
+       "  '24',\n",
+       "  '28',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Dont really listen to music'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '24',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '30.05',\n",
+       "  '76.8',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Usseewa (うっせぇわ) by Ado'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science Certificate',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Gorgeous-Kanye West\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '82',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Hype Boy - New Jeans'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'mathmatics, data science, computer science, statistics',\n",
+       "  '53,703',\n",
+       "  '38.6303',\n",
+       "  '-90.2003',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Hooked on a Feeling by Blue Swede'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-28.0167',\n",
+       "  '153.4',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Down Under by Men at Work'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.8097',\n",
+       "  '-70.8767',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  '.'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42',\n",
+       "  '17',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fragile by kygo\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '43.2995',\n",
+       "  '-87.9887',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Here for a Good Time by George Strait.'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science and Philosophy',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.6782',\n",
+       "  '-73.9442',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Learning to Fly, Pink Floyd'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '24.7111',\n",
+       "  '-81.0947',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Upside Down by Jack Johnson :)'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '44.9',\n",
+       "  '-92.9',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  'Computer science.',\n",
+       "  'None',\n",
+       "  '53,703',\n",
+       "  '32',\n",
+       "  '177',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Without Me, Eminem'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Journalism/Communication arts\\xa0',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'cherish the day sade'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,703',\n",
+       "  '32.7766',\n",
+       "  '-79.9309',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'What Does the Fox Say'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'History',\n",
+       "  'Economics and math, Data science certificate',\n",
+       "  '53,715',\n",
+       "  '48.2082',\n",
+       "  '16.3738',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Hometown by Cleopatrick'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Consumer Behavior & Marketplace Studies',\n",
+       "  '53,703',\n",
+       "  '32.7846',\n",
+       "  '-79.9409',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I know the end - phoebe bridgers\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '47.6',\n",
+       "  '-122',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'First snow by emancipator'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Don't fear the reaper\\xa0\\n\\nBlue oyster cult\"],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '32.8328',\n",
+       "  '-117.2713',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hell and Back - Kid Ink'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '24',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '50.2145',\n",
+       "  '14.4405',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Majesty - Apashe\\n\\nWhen Horns Resound - Einar Selvik'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '42.7261',\n",
+       "  '-87.7895',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Footloose - Kenny Loggins'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '25.6639',\n",
+       "  '-100.3872',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Te nesecito - Luis Miguel'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science\\xa0',\n",
+       "  'Economics\\xa0',\n",
+       "  '53,711',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'We Are Young - Fun\\xa0'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '26',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '54.5818',\n",
+       "  '16.8602',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"'39 - Queen\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ',\n",
+       "  'Data Science',\n",
+       "  '53,715',\n",
+       "  '29.7113',\n",
+       "  '120.2455',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  '10:30pm at Airport\\n\\nTao Zhe'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.5',\n",
+       "  '88',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Frederic Chopin Ballade No 1 op 23 in G minor'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '46.1341',\n",
+       "  '-89.8512',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '31.2304',\n",
+       "  '121.4691',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Not angry- Chris James'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.2164',\n",
+       "  '-114.93',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heavy by Powers'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '52.52',\n",
+       "  '13.405',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Sunflower by Post Malone'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,704',\n",
+       "  '47.7502',\n",
+       "  '-90.3356',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'My Eyes - Travis Scott'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Spanish',\n",
+       "  '53,706',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Sparks Fly - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.36',\n",
+       "  '-71.06',\n",
+       "  'sausage',\n",
+       "  '',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Blondie - Current Joys'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  'Certificates in COE Data Analysis and COE Technical writing',\n",
+       "  '53,715',\n",
+       "  '52.6679',\n",
+       "  '-6.2994',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"That's Life or My Way - Frank Sinatra\"],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,121',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Everybody wants to rule the world - tears for fears'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"Mama's Boy - Dominic Fike\\xa0\\n\\nFeel Good inc. - Gorrilaz\\xa0\\n\\n\\xa0\"],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9739',\n",
+       "  '-93.2672',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Heavan and Las Vegas, Cocteau Twins'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-75.6972',\n",
+       "  '45.4215',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'riptide - vance joy'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '21.4735',\n",
+       "  '55.9754',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'dancing queen'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8',\n",
+       "  '-87.6',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'All summer Long - Kid Rock'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '32',\n",
+       "  'Other (please provide details below).',\n",
+       "  'communication sciences and disorders\\xa0',\n",
+       "  'n/a',\n",
+       "  '53,711',\n",
+       "  '49.1145',\n",
+       "  '6.1721',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'More more more - Andrea True Connection'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '40.7128',\n",
+       "  '74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Homecoming by Kanye West'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Title: 月詠に鳴る\\n\\nArtist: Feryquitous feat. Aitsuki Nakuru'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Economics\\xa0',\n",
+       "  'data science certificate and business certificate\\xa0',\n",
+       "  '53,715',\n",
+       "  '33.4949',\n",
+       "  '111.9217',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Something in the Orange by Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vampire- Olivia Rodrigo'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '34.6937',\n",
+       "  '135.5022',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Idol--Yoasobi\\n\\nodo--ado\\n\\nenvy baby-- raon\\n\\njam jam--叶'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '-22.9068',\n",
+       "  '-43.1729',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'i cant win by the strokes'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'urban and regional planning, but my interest is stormwater management and green infrastructure, kind of related to engineering\\xa0',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '0',\n",
+       "  '0',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Who says-Selena Gomez (just a recommendation)\\n\\n\\xa0\\n\\nI want to explain that: I have no ‘favorite’s. I do not like the word ‘favorite’, because I do not like compare the things I have seen, experienced, listened, read, etc. I only remember the moment I did that was happy or not. Thus, I cannot know what my favorite city is. The city per se is never the key point, but my emotions at the moment I visit the city are very important. All things have good and bad sides. The aspect we want to absorb decides it is abosuletly good or bad. Thus, I fill in \"0\" for the corresponding \"favorite city\" questions. I am so sorry about that. My favorite city is waiting for me to visit someday in the future ^_^.\\xa0'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am planning on majoring in Math/AMEP as well as potentially majoring in either data science or statistics.',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.3655',\n",
+       "  '-71.0546',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Canal St. (feat. Bones) by A$AP Rocky'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Vocal Performance\\xa0',\n",
+       "  '53,715',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'At Last! by Etta James'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '19.4',\n",
+       "  '-99.1',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Imagine by John Lennon'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Title: Valerie\\n\\nArtist: Mark Ronson featuring Amy Winehouse'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'My primary major is Finance.\\xa0',\n",
+       "  'Data Sciences',\n",
+       "  '53,703',\n",
+       "  '32.0853',\n",
+       "  '34.7818',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Provenza by Karol G and Tiesto\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '38.0228',\n",
+       "  '107.6715',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'American Pie by Don Mclean'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Materials Science and Engineering',\n",
+       "  'Biology in Engineering',\n",
+       "  '53,703',\n",
+       "  '42.5917',\n",
+       "  '88.4334',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Stick Season by Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,711',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'The Louvre, Lorde'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Moonlight by XXXTentacion'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Marketing',\n",
+       "  'Risk Management and Insurance, Data Science',\n",
+       "  '53,715',\n",
+       "  '37.9838',\n",
+       "  '23.7275',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Piano Man by Billy Joel'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Beautiful Girls, by Sean Kingston\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0339',\n",
+       "  '-87.9208',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"She's out of her mind by Blink-182\"],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'urban and regional planning',\n",
+       "  'not',\n",
+       "  '53,705',\n",
+       "  '37.1765',\n",
+       "  '-3.5979',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  '***********************\\nConfident - Demi Lovato\\n***********************'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Never gonna give you up - Rick Astley'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '35.6852',\n",
+       "  '139.7856',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Still Got the Blues - Gary Moore'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data science with a CS certificate',\n",
+       "  '.',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Work Out by J. Cole'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,703',\n",
+       "  '39.7392',\n",
+       "  '-104.9903',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Go Your Own Way by Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Computer Science or Data Science',\n",
+       "  '53,706',\n",
+       "  '40.9866',\n",
+       "  '29.0305',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Heartbreaker by Led Zeppelin'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'undecided',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '34.8697',\n",
+       "  '-111.7609',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Brandy - Looking Glass'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.9778',\n",
+       "  '93.265',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dilemma by Nelly'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I'm sort of undecided right now, but I'm looking into majoring in data science.\",\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '36.1663',\n",
+       "  '-86.7791',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Timeless by Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'French',\n",
+       "  '53,715',\n",
+       "  '48.8836',\n",
+       "  '2.2725',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lost Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics w/ math Emphasis',\n",
+       "  'Data science',\n",
+       "  '53,715',\n",
+       "  '20.66',\n",
+       "  '-105.24',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Roses\" - OutKast'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7533',\n",
+       "  '-74.0038',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'vienna billy joel\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  'NA',\n",
+       "  'No double major\\n\\nCertificates - Business Fundamentals, Entrepreneurship, Mathematics',\n",
+       "  '53,705',\n",
+       "  '22.7196',\n",
+       "  '75.8577',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Come and Get Your Love\\n\\nAmerican rock band Redbone'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '44.9867',\n",
+       "  '-93.2581',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Solo by Future\\xa0'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,706',\n",
+       "  '32.7555',\n",
+       "  '-98.9026',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Wagon Wheel by Old Crow Medicine Show'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'The Jackie by Bas'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,711',\n",
+       "  '47.3769',\n",
+       "  '8.5417',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Alive by Empire of the Sun'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '32.716',\n",
+       "  '-117.161',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Best I Ever Had - Drake'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '27',\n",
+       "  'Science: Other',\n",
+       "  'Environmental Science',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'lovers rock by tv girl'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '26',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,704',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Proud Mary - Creedence Clearwater Revival'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.7844',\n",
+       "  '-88.7879',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Texas Sun, Leon Bridges'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Atmospheric and Oceanic Sciences',\n",
+       "  'N/A',\n",
+       "  '53,715',\n",
+       "  '55.9533',\n",
+       "  '-3.1883',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Dungeons and Dragons - Space Laces (its only on soundcloud)\\n\\nIf that is too intense then Adieu - Tchami'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '27.9506',\n",
+       "  '-82.4572',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'If I know me - Morgan Wallen'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics\\xa0',\n",
+       "  '53,703',\n",
+       "  '44.9',\n",
+       "  '-93.3',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Polish Girl by Neon Indian'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '0.0688',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'My way by frank sinatra'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '26.3683',\n",
+       "  '-80.1289',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'GOAT by Polyphia\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.7691',\n",
+       "  '11.2558',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Satellite by Harry Styles'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics BS',\n",
+       "  '53,715',\n",
+       "  '48.9807',\n",
+       "  '94.6717',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Fall in Love- Bailey Zimmerman'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  \"I am chemical but switching majors to I don't know what yet\",\n",
+       "  'I do not as of now\\xa0',\n",
+       "  '53,703',\n",
+       "  '47.608',\n",
+       "  '-122.3352',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'One of my favorite song is Gold ON the Ceiling by The Black Keys'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science is my second major',\n",
+       "  '53,726',\n",
+       "  '44.9778',\n",
+       "  '-93.2878',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Suddenly I See - KT Tunstall'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Kick the Dust up - Luke Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"You Were Right\" by Rüfüs Du Sol'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'consumer behavior and marketplace',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Head In The Clouds by Hayd'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '53.4808',\n",
+       "  '-2.2426',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Gimme Gimme - Abba\\xa0'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '22.5431',\n",
+       "  '114.0579',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Love Song-Khalil Fong'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '23.6978',\n",
+       "  '120.9605',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Die for you by the weekend'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Aerospace engineering',\n",
+       "  'Astronomy-Physics',\n",
+       "  '53,715',\n",
+       "  '51.5072',\n",
+       "  '0.1276',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  '*************************\\nQueen – Bohemian Rhapsody\\n*************************'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'none',\n",
+       "  'none',\n",
+       "  '53,715',\n",
+       "  '39.7684',\n",
+       "  '-86.1581',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Use Somebody by Kings of Leon'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.3462',\n",
+       "  '14.4084',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'My favorite song is Tequila Shots by Kid Cudi'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '37.9838',\n",
+       "  '23.7275',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'December 1963, by Frankie Valli and the Four Seasons'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '3.1544',\n",
+       "  '101.7151',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"I know it won't work by Gracie Abrams\"],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '33.9122',\n",
+       "  '-78.106',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Black Smoke Rising- Greta Van Fleet'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Les by Childish Gambino'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.9172',\n",
+       "  '89.2443',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Free Bird - Lynyrd Skynyrd'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'economics',\n",
+       "  'mathematics, DS',\n",
+       "  '53,703',\n",
+       "  '29.975',\n",
+       "  '31.41',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'claire de lune'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '37.5683',\n",
+       "  '126.9978',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'My favorite song of all time is Rachmaninoff Piano Concerto No. 3 by Yefim Bronfman. This is making me calm down.'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'No',\n",
+       "  '53,715',\n",
+       "  '39.9042',\n",
+       "  '116.4074',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Legends never die\\xa0'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  'Data science (certificate)',\n",
+       "  '53,703',\n",
+       "  '43.0411',\n",
+       "  '-87.9094',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Everybody Talks by Neon Trees'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  'Industrial Engineering',\n",
+       "  'N/A',\n",
+       "  '53,115',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Upside Down by Jack Johnson'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Chinese',\n",
+       "  '53,706',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Should've Been Me - Mitski (though it definitely changes frequently)\"],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bad Habits - Ed Sheeran'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '24.1534',\n",
+       "  '120.6583',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Welcome to The Black Parade - My Chemical Romance'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Languages',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.7696',\n",
+       "  '11.2558',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chupee - Cocoon'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '30.2741',\n",
+       "  '120.1551',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Hard to be human, Anson Seabra'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data Science',\n",
+       "  'Global Health',\n",
+       "  '53,703',\n",
+       "  '55.6761',\n",
+       "  '12.5683',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Linger- The Cranberries'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '33.5731',\n",
+       "  '-7.5898',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'T-swizzle - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0868',\n",
+       "  '-89.2008',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '\"Inertia,\" by AJR'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.3761',\n",
+       "  '-105.5237',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Homesick - Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Might get a certificate in something business.',\n",
+       "  '53,715',\n",
+       "  '44.9096',\n",
+       "  '-90.3165',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Dude Looks Like A Lady - Aerosmith'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I'm majoring in Statistics and Economics\",\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.6046',\n",
+       "  '-0.068',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Budapest by George Ezra'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Potentially data science\\n\\n\\xa0',\n",
+       "  '53,703',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Somebody’s problem - Morgan Wallen'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  'Computer Science',\n",
+       "  '53,703',\n",
+       "  '45.4977',\n",
+       "  '-122.6503',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Cindy incidentally by Faces!!!!'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'None',\n",
+       "  'None',\n",
+       "  '53,705',\n",
+       "  '36.0671',\n",
+       "  '120.3826',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Shape of You\\xa0\\n\\nSong by Ed Sheeran'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '276,000',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Time'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Ed Policy',\n",
+       "  '53,706',\n",
+       "  '45.677',\n",
+       "  '-111.0429',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Northern Attitude, Noah Kahan & Hozier'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '44.3431',\n",
+       "  '-89.1427',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Everybody Wants to Rule the World, Tears for Fears'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'Atmospheric and Oceanic Sciences',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.3761',\n",
+       "  '-105.5237',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Brazil by Declan McKenna'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.0086',\n",
+       "  '-93.6067',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'heading south'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8',\n",
+       "  '-87.6',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Spain by the US Air Force'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'I am also an Economics major',\n",
+       "  '53,715',\n",
+       "  '42.9634',\n",
+       "  '-85.6681',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Upside Down - Jack Johnson'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-33.9608',\n",
+       "  '25.6206',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Wondering Why by the The Red Clay Strays'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'My secondary major is Business: Risk Management and Insurance',\n",
+       "  '53,711',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'macaroni/pasta',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Hits Different by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '44.5153',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'On Wisconsin - UW Marching Band'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.4661',\n",
+       "  '-89.7407',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Two Dozen Roses by Shenandoah'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The weekend'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Viva la vida - coldplay'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Biology',\n",
+       "  '53,706',\n",
+       "  '44.9775',\n",
+       "  '-93.2644',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'No one to run with, The Allman Brothers Band'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '47.8095',\n",
+       "  '13.055',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Home by Phillip Phillips'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,705',\n",
+       "  '32.0603',\n",
+       "  '118.7969',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '今 -明日 世界が終わっても-\\xa0 ——Seventeen(세븐틴)\\n\\nTo you\\xa0 ——Seventeen(세븐틴)\\n\\nPeter Pan Was Right\\xa0 ——Anson Seabra\\n\\nPARANOIA\\xa0 ——Baek Hyun, HEARTSTEEL, and League of Legends\\n\\nPhoenix\\xa0 ——Cailin Russo, Chrissy Costanza, and League of Legends'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance',\n",
+       "  '53,726',\n",
+       "  '59.9139',\n",
+       "  '10.7522',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'You belong with me by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'Music',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'ice cold pool - wallows'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '49.3453',\n",
+       "  '-95.0706',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'blood mary\\n\\nlady gaga'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.9198',\n",
+       "  '-89.2234',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Yeah! By Usher'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '33.16',\n",
+       "  '-117.35',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Locked out of Heaven - Bruno Mars'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '30.2741',\n",
+       "  '120.1551',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Safe and sound\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  'Environmental Science',\n",
+       "  'Global health and organic agriculture certificates\\xa0',\n",
+       "  '53,705',\n",
+       "  '42.1395',\n",
+       "  '-87.9265',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"I wanna be your boyfriend\" by Hotfreaks'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.3746',\n",
+       "  '-104.6924',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Footloose - Kenny Loggins\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.0617',\n",
+       "  '-90.6805',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vienna, Billy Joel'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '46.8113',\n",
+       "  '-92.0719',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Banana Pancakes\" Jack Johnson'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics BA',\n",
+       "  'Political Science BA, Data Science Certificate',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Blackbird -- The Beatles'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '23',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,717',\n",
+       "  '47.4979',\n",
+       "  '19.0402',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Secrets by OneRepublic'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '48.0999',\n",
+       "  '-123.4249',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Babydoll - Dominic Fike'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '46.695',\n",
+       "  '-94.145',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Mariners Apartment Complex by Lana Del Rey'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am very undecided, but interested in data science!',\n",
+       "  'If I did do data science I would want to find something to double major in but I have no idea what it would be.',\n",
+       "  '53,706',\n",
+       "  '51.5099',\n",
+       "  '0.1276',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'The Spins by Mac Miller'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53,715',\n",
+       "  '21.17',\n",
+       "  '-86.85',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'steely dan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.068',\n",
+       "  '-87.806',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'YG Marley- \"Praise Jah in the Moonlight\"'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ\\xa0',\n",
+       "  'Data science\\xa0',\n",
+       "  '53,706',\n",
+       "  '36.5552',\n",
+       "  '121.9233',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Bad Things by Machine Gun Kelly and Camilla Cabello'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53,706',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Rosemary by Deftone'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.3399',\n",
+       "  '127.5101',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'otherside post malone'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  \"I have a biocore certificate (honors biology minor) that I'm working on achieving, and I'm also premed which technically isn't a major but involves more classes than my normal major.\",\n",
+       "  '53,706',\n",
+       "  '43.0128',\n",
+       "  '-88.2351',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Title: Chammak Challo\\n\\nArtist: Akon'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.3851',\n",
+       "  '2.1734',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Color Violet by Tory Lanez.'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Purple Haze by Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '37.4419',\n",
+       "  '-122.143',\n",
+       "  'none (just cheese)',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Silica Gel, Tik Tak Tok'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '55.9502',\n",
+       "  '-3.1875',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Everything She Wants by Wham!'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53,144',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Budapest by George Ezra'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '21.4858',\n",
+       "  '39.1925',\n",
+       "  'tater tots',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Taylor Swift - Karma'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Title: waves\\n\\nArtist: Pray For Sound'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"I would love to just listen to Mike's favorite songs.\"],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,073',\n",
+       "  '45.6793',\n",
+       "  '-111.0466',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"Til You Can't By Cody Johnson\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '34.0522',\n",
+       "  '-118.2437',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Time - Pink Floyd'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53,703',\n",
+       "  '40.6461',\n",
+       "  '111.498',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Dogs by Pink Floyd. 17 minutes of greatness.'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Econ',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7222',\n",
+       "  '73.9874',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Entre Dos Aguas\\n\\nPaco de Lucia'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '20.7984',\n",
+       "  '-156.3319',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'The Meaning Of Life-The Offspring\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'information science\\xa0',\n",
+       "  'criminal justice certificate\\xa0',\n",
+       "  '53,711',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'until i found you by stephen sanchez'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '42.6032',\n",
+       "  '-89.6459',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I know?\\n\\ntravis Scott'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '46.2044',\n",
+       "  '6.1432',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Purple Haze by Jimi Hendrix'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,965',\n",
+       "  '18.2208',\n",
+       "  '-66.5901',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Firework, Katy Perry'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,717',\n",
+       "  '41.7715',\n",
+       "  '-88.148',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Save Your Tears by The Weeknd'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.0742',\n",
+       "  '-73.7749',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  \"Sing About Me, I'm Dying of Thirst - Kendrick Lamar\"],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.4481',\n",
+       "  '-88.0694',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Kerosene! - Yves Tumor'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Thinkin' Bout Me by Morgan Wallen\"],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6324',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Unsophisticated Circus-Emergency Tiara'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.6941',\n",
+       "  '7.2712',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Jackie and Wilson, Hozier'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '48.4106',\n",
+       "  '-114.3382',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'What I Got by Sublime'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '45.1888',\n",
+       "  '-93.5526',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Say Something. Justin Timberlake and Chris Stapleton'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '36.1621',\n",
+       "  '-86.7781',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Tourniquet by Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,129',\n",
+       "  '27.8339',\n",
+       "  '-97.0611',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Bandaid On a Bullet Hole by Morgan Wallen'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.0216',\n",
+       "  '-88.5919',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Into the Sun by Johnny 2 Phones'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Economics and Statistics',\n",
+       "  '95,070',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Never gonna give you up - Rick Ashley'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  'computer science, data science',\n",
+       "  '53,706',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Into You - Ariana Grande'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8818',\n",
+       "  '-87.6232',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Headshots by Isiah Rashad'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Marketing BA\\xa0',\n",
+       "  'Data Science Certificate\\xa0',\n",
+       "  '53,703',\n",
+       "  '37.3891',\n",
+       "  '-5.9845',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Rich Girl by Daryl Hall & John Oates\\xa0'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Mathematics/AMEP',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.1865',\n",
+       "  '-87.1239',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'What I Want, The Band Camino'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '-0.1807',\n",
+       "  '-78.4678',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pink + White by Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '22.54',\n",
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+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'title: These Are the Times\\n\\nartist: Martin Garret'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '',\n",
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+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
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+       "  '-73.9713',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42',\n",
+       "  '71',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Title: Back Down South\\xa0\\n\\nArtist: Kings of Leon\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Mathematics',\n",
+       "  '53,706',\n",
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+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'dopamine by Madelline'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
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+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"She's Always a Woman by Billy Joel.\\xa0\"],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'undecided',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37.6472',\n",
+       "  '-118.9675',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'I think I like you - The band CAMINO'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.89',\n",
+       "  '12.4943',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  \"I Ain't Worried by One Republic\\xa0\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Africa\\n\\nToto'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '36.1',\n",
+       "  '-112',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Bad Energy Juice Wrld'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Biochemistry',\n",
+       "  '',\n",
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+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Rhiannon - Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  'Data science certificate',\n",
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+       "  '40.3761',\n",
+       "  '-105.5237',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'You Should Probably Leave by Chris Stapleton'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
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+       "  '50.0548',\n",
+       "  '19.9278',\n",
+       "  'green pepper',\n",
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+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Ditto-NewJeans'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  '',\n",
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+       "  '25.2819',\n",
+       "  '110.2781',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Bad Guy -- Billie Eilish'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'Just Data Science',\n",
+       "  'none',\n",
+       "  '53,703',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Ne-Yo : Closer'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Sociology, Economics',\n",
+       "  '53,715',\n",
+       "  '43.0023',\n",
+       "  '-89.722',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bathroom Light - Mt. Joy'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '26.3206',\n",
+       "  '-80.0998',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Billie Jean by Michael Jackson.'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics (Mathematical Emphasis)',\n",
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+       "  '53,706',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
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+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Pyramids - Frank Ocean'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
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+       "  'Maybe',\n",
+       "  'Silver Springs by Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  'N/A\\n\\n\\xa0',\n",
+       "  'N/A\\n\\n\\xa0',\n",
+       "  '53,715',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Zico - New Thing\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chattahoochee - Alan Jackson'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
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+       "  '18.2816',\n",
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+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"My favorite song is All Your'n by Tyler Childers\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '33.77',\n",
+       "  '-118.1937',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Love is a Game by Adele'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data Science',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Act a Fool, by Ludacris'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.2082',\n",
+       "  '16.3738',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Mathematics - Mos Def\\n\\nor Maid in Mexico - Chet Baker'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '10.4712',\n",
+       "  '-84.6418',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Pyramids: Frank Ocean\\n\\nHonorable Mention: The Less I Know The Better: Tame Impala'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1278',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Another Love by Tom Odell'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '38.8422',\n",
+       "  '106.1311',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Madman Across the Water by Elton John'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Mathematics',\n",
+       "  'data science',\n",
+       "  '53,706',\n",
+       "  '43.2301',\n",
+       "  '94.6599',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'see you again by Wiz Khalifa'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '40.7131',\n",
+       "  '-74.0072',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Island in the sun, Weezer'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'Russian, astrophysics, mathematics\\xa0',\n",
+       "  '53,726',\n",
+       "  '35.5442',\n",
+       "  '136.9159',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Heart Like a Truck, Lainey Wilson'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Yah Mean - Playboi Carti'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '45.2646',\n",
+       "  '-111.2533',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  '100 shots - Young Dolph'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Accounting',\n",
+       "  'Data Science Certificate\\xa0',\n",
+       "  '53,073',\n",
+       "  '25',\n",
+       "  '80',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Brooklyn Bridge to Chorus - The Strokes'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Stick Season - Noah Kahan'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.77',\n",
+       "  '-87.8',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Superstar- Lupe Fiasco'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Banana Pancakes By Jack Johnson\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.8809',\n",
+       "  '-93.342',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Concrete Jungle by Bob Marley'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Science: Other',\n",
+       "  'Astrophysics',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '40.5853',\n",
+       "  '-105.0844',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Love the day - Fox Stevenson'],\n",
+       " ['COMP SCI 319:LEC004',\n",
+       "  'LEC004',\n",
+       "  '23',\n",
+       "  'Engineering: Other',\n",
+       "  'electrical computer engineering',\n",
+       "  'NA',\n",
+       "  '53,703',\n",
+       "  '43.07',\n",
+       "  '-89.4',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"You\\'re not alone\" - Michael Jackson'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.0728',\n",
+       "  '-93.1962',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hold Me Down by Daniel Caesar'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Psychology',\n",
+       "  'I am choosing whether to major in Economics and minor in Data Science or major in Data Science and minor in Economics',\n",
+       "  '53,706',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Right now I like Cheri Cheri Lady by Modern Talking :)'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'By and By - Camp'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '39.6',\n",
+       "  '-106.5',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Gold on the Ceiling - The Black Keys'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '22.8905',\n",
+       "  '-109.9167',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Mr. Jones - Counting Crows'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  'NA',\n",
+       "  'NA',\n",
+       "  '53,715',\n",
+       "  '25.033',\n",
+       "  '121.5654',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'High Hopes by Panic! At the Disco'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'English',\n",
+       "  'Information Science',\n",
+       "  '53,715',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Perfect (Exceeder)\" by Mason vs. Princess Superstar'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management Insurance and Finance',\n",
+       "  '53,706',\n",
+       "  '40.7608',\n",
+       "  '-111.891',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Will Survive by Gloria Gaynor'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"Missed Call\" by Treaty Oak Revival'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.6296',\n",
+       "  '-88.6381',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Out of Time, The Weeknd'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '9.7489',\n",
+       "  '-83.7534',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Grenade - Bruno Mars'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Engineering: Other',\n",
+       "  'Materials Science and Engineering',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Something New by SIR'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lost - Frank Ocean'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-34.0518',\n",
+       "  '151.1499',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Your song - Elton John'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Real Estate',\n",
+       "  '53,715',\n",
+       "  '42.4907',\n",
+       "  '-78.4803',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Fireball - Pitbull'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Can I Call You Rose by Thee Sacred Souls'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '95,070',\n",
+       "  '37.8',\n",
+       "  '-122.4',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'America the Beautiful'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '33.749',\n",
+       "  '-84.388',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Stars, JID'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.8113',\n",
+       "  '-91.4985',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Spotless - Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '35.8617',\n",
+       "  '104.1954',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Double take - Dhruv'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  'Italian',\n",
+       "  '53,706',\n",
+       "  '40.9571',\n",
+       "  '17.2905',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Honeybee by The Head And The Heart\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.7288',\n",
+       "  '-93.1704',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Pink + White by Frank Ocean'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Pink toes - Childish Gambino and Jhene Aiko'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '28.5383',\n",
+       "  '-81.3792',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '2024 by Playboi Carti'],\n",
+       " ['COMP SCI 220:LAB344, COMP SCI 220:LEC004',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '44.7603',\n",
+       "  '-93.3464',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'The Star Spangled Banner\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '20',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '6.2442',\n",
+       "  '-75.5812',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Comsat Angels, Falling'],\n",
+       " ['COMP SCI 220:LAB343, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Spanish',\n",
+       "  '53,706',\n",
+       "  '44.9778',\n",
+       "  '93.265',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'FE!N- Travis Scott'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'N/A',\n",
+       "  '53,703',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Only the Good Die Young- Billy Joel'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,711',\n",
+       "  '43.0121',\n",
+       "  '-89.4493',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Drive Me Crazy by Lil Yachty'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  'Genetics\\xa0',\n",
+       "  'n/a',\n",
+       "  '53,706',\n",
+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'the beach by giveon\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,579',\n",
+       "  '46',\n",
+       "  '16',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Island in the Sun - Weezer'],\n",
+       " ['COMP SCI 220:LAB341, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '31.2001',\n",
+       "  '29.9187',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  '\"Spanish Harlem\" - Ben E. King'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Accounting',\n",
+       "  'Certificate in Data Science',\n",
+       "  '98,074',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Heaven - Los Lonely Boys'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Data science',\n",
+       "  '53,703',\n",
+       "  '31',\n",
+       "  '121',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Glass House\\n\\nMachine Gun Kelly'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '46.016',\n",
+       "  '9.2572',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'I will by the Beatles\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Business: Risk Management and Insurance',\n",
+       "  '53,715',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Amish Paradise,\" Weird Al Yankovic'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB345',\n",
+       "  'LEC004',\n",
+       "  '22',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.3902',\n",
+       "  '2.154',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Masterpiece by Sault'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '35.8',\n",
+       "  '-78.7',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'better than i know myself, Del Water Gap'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I'm currently in pre-business, but I'm deciding to major in Real Estate. My second major options I'm thinking is if I get in Bschool, I would choose Finance. If not, I would choose Data Science.\\xa0\",\n",
+       "  'Data Science, Finance',\n",
+       "  '53,706',\n",
+       "  '10.6869',\n",
+       "  '106.688',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Cotton Eye Joe by Rednex'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Communications Arts',\n",
+       "  'Information Science',\n",
+       "  '53,705',\n",
+       "  '43.1271',\n",
+       "  '-88.064',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fancy by Twice if you would play on the April 19 or April 22 11am lecture, it would be around my birthday :)\\n\\nAnother favorite is Out of my league by Fitz and the Tantrums'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '47.6137',\n",
+       "  '-122.1909',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Slow summer by Zachary knowles'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'LEC004',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-33.2014',\n",
+       "  '136.4155',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Star 67-Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '46.2044',\n",
+       "  '6.1432',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'chemical engineering',\n",
+       "  'certificate in mathematics',\n",
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+       "  '40.4168',\n",
+       "  '-3.7038',\n",
+       "  'pepperoni',\n",
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+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'stairway to heaven by led zepplin'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Data science',\n",
+       "  'economics',\n",
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+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'You Will Be Found (From The “Dear Evan Hansen” Original Motion Picture Soundtrack)'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '60,431',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Still sound by Toro y moi'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '91,107',\n",
+       "  '34.0522',\n",
+       "  '-118.2433',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Just The Way You Are, Bruno Mars'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
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+       "  '-89.8892',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Save Rock and Roll by Fall Out Boy'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  'My main major is marketing, and my secondary major is accounting as of right now, but as a freshman, I am looking to explore more major opportunities for me.\\xa0',\n",
+       "  '53,706',\n",
+       "  '46.0473',\n",
+       "  '-89.6487',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Burn, Burn, Burn by Zach Bryan'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Languages',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,703',\n",
+       "  '43.7509',\n",
+       "  '-87.7129',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Scenes from an Italian Restaurant - Billy Joel'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
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+       "  '53,715',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Stick Season by Noah Kahan\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '89.4075',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'House of Balloons, The Weeknd\\n\\nhelp herself, bbno$\\n\\nSunflower, Post Malone\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'I would like to get a certificate in marketing or economics.',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '74.006',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hell Shell Young Nudy'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '40.015',\n",
+       "  '-105.2705',\n",
+       "  'Other',\n",
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+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Viva la Vida by Coldplay'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '47.608',\n",
+       "  '-122.3352',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Hold on, were going home - Drake'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,558',\n",
+       "  '40.7136',\n",
+       "  '-74.0083',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'One Dance - Drake'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Chemistry',\n",
+       "  '',\n",
+       "  'No secondary major but minor in data science',\n",
+       "  '53,706',\n",
+       "  '44.1782',\n",
+       "  '-88.4772',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Don't Panic by Coldplay\\xa0\"],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB342',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Primary Major: Statistics',\n",
+       "  'Secondary Major: Data Science',\n",
+       "  '53,703',\n",
+       "  '37.7749',\n",
+       "  '122.4194',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Spins, Mac Miller'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Consumer Behavior and Marketplace Studies',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
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+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'I, Decided Part 1,\\xa0 by Solange\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  'N/A',\n",
+       "  'Mathematics.',\n",
+       "  '53,703',\n",
+       "  '44.5135',\n",
+       "  '88.0131',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Maggie May by Rod Stewart'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '46.5466',\n",
+       "  '7.8902',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'BoDeans, Closer to Free'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'pepperoni',\n",
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+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'No Role Models by J.Cole'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science',\n",
+       "  'English',\n",
+       "  '53,704',\n",
+       "  '37.7749',\n",
+       "  '-122.4194',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Liszt: Sonata in B minor, Liebestraum\\n\\nNotturno No. 3, S 541/3 (performed by Khatia Buniatishvili)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '43.0389',\n",
+       "  '-87.906',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Barbed Wire by Kendrick Lamar'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
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+       "  '22.2028',\n",
+       "  '-159.4969',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'God only Knows - The Beach Boys'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
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+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Take My Breath by The Weeknd'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'political science',\n",
+       "  'data science',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'kill bill by sza'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  'Data Science',\n",
+       "  'N/A',\n",
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+       "  '41.0082',\n",
+       "  '28.9784',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Silver Springs - Fleetwood Mac'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
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+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Beautiful Things, Benson Boone'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '\\xa0na',\n",
+       "  'Na',\n",
+       "  '53,715',\n",
+       "  '24.7164',\n",
+       "  '-81.0503',\n",
+       "  'sausage',\n",
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+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Sun to Me\\n\\nZach Bryan'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Manufacturing Engineering\\xa0',\n",
+       "  '53,703',\n",
+       "  '24.5247',\n",
+       "  '39.5692',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"I can't just give one but here you go:\\n\\nNew Light by john Mayor\\xa0\\n\\n\\xa0\\n\\nHowever, there is a golden artist that we arab love, and we usually play her songs in the mornings, she is called fairuz. One of her best hits is Kifak Enta. It is really niec and well written, I highly recommend giving it a listen. Thanks!!\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.3852',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Can't Catch Me Now - Olivia Rodrigo\"],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Mathematics/AMEP',\n",
+       "  'I am a statistics major',\n",
+       "  'NA',\n",
+       "  '53,706',\n",
+       "  '27.9506',\n",
+       "  '-82.4572',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'All of the lights, Kanye West'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.3254',\n",
+       "  '-88.3803',\n",
+       "  'macaroni/pasta',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'diary of jane by breaking Benjamin'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Redbone - by Childish Gambino'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '24',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '36.6769',\n",
+       "  '116.9931',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Flower Dance by DJ Okawari'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Journalism',\n",
+       "  \"I don't have the secondary major right now.\",\n",
+       "  '53,703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Lavender Haze, Taylor Swift'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.073',\n",
+       "  '-89.401',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Solo by Future'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'N/A',\n",
+       "  '53,715',\n",
+       "  '40.7831',\n",
+       "  '-73.9713',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Books - Caamp (Folk genre)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Applying to engineering school at end of semester',\n",
+       "  'no',\n",
+       "  '98,040',\n",
+       "  '47.608',\n",
+       "  '-122.3352',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'June - Briston Maroney'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB343',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Computer Science',\n",
+       "  'NA',\n",
+       "  'Data Science major\\n\\nStatistics certificate',\n",
+       "  '53,706',\n",
+       "  '28.4595',\n",
+       "  '77.0266',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Telekinesis- Travis Scott (ft. SZA and Future)'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Business Information Systems',\n",
+       "  '53,706',\n",
+       "  '39.0182',\n",
+       "  '77.2086',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'American Girl Tom Petty'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'No.',\n",
+       "  '53,703',\n",
+       "  '29.73',\n",
+       "  '119.64',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'My favorite song is The Nights by Avicii.'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '46.0108',\n",
+       "  '-91.482',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"I'll put down two songs, and I'll let you decide which one you'd prefer:\\n\\n99 Luftballons - Nena\\n\\nJet City Woman - Queensrÿche\"],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '61.2181',\n",
+       "  '-149.9003',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Where the wild things are by Luke Combs'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'real estate',\n",
+       "  '53,706',\n",
+       "  '45.0105',\n",
+       "  '-93.4555',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Im still standing\\xa0'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '3.139',\n",
+       "  '101.6869',\n",
+       "  'mushroom',\n",
+       "  '',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"All The Stars\" by SZA & Kendrick Lamar'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Science: Other',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '41.9028',\n",
+       "  '12.4964',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Out of time, by Weeknd'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB331',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Lied (With Allison Ponthier) - Lord Huron, Allison Ponthier'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Build Me Up Buttercup by The Foundations'],\n",
+       " ['COMP SCI 220:LAB342, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '32.8575',\n",
+       "  '-117.2569',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'August by Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '19.4326',\n",
+       "  '-99.1332',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'gimme gimme gimme by ABBA'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Information Systems, Economics',\n",
+       "  '53,715',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Life in the City - The Lumineers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '55.9533',\n",
+       "  '-3.1883',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'The Adults Are Talking by The Strokes'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'elementary education & special education',\n",
+       "  '',\n",
+       "  '53,076',\n",
+       "  '44.8385',\n",
+       "  '-92.9908',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'pink + white, by frank ocean'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics\\xa0',\n",
+       "  'Mathematics\\xa0',\n",
+       "  '53,703',\n",
+       "  '31.2',\n",
+       "  '121.5',\n",
+       "  'pineapple',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Writing’s on the wall\\n\\nSam Smith'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Information science',\n",
+       "  '\\xa0\\n\\n\\xa0',\n",
+       "  '53,705',\n",
+       "  '37.5665',\n",
+       "  '126.978',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Taylor Swift- You Belong with Me'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '30.6969',\n",
+       "  '-97.7577',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Golden Hour\\n\\nAuthor: JVKE'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '41.878',\n",
+       "  '-87.629',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'crazy by lil baby'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0389',\n",
+       "  '-87.9065',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Take Me to Church by Hozier'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.7502',\n",
+       "  '-90.3356',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Nine ball- Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  \"I don't have a major yet, but I plan on working on stuff under Computer Science, Data science, Statistics, Mathematics, or Psychology\",\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '35.6618',\n",
+       "  '139.7041',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"I have a whole playlist of suggestions on Spotify\\n\\nFor fitting the more upbeat nature of the opening song for class, a jazzy suggestion:\\n\\nSound of the Underground - OrtoPilot\\n\\n\\xa0\\n\\nI'm going to list a few more and link the spotify playlist in case you're interested, if not, ignore what's below\\n\\n\\xa0\\n\\nRap - The Rappist - Schaffer The Darklord (Explicit Language, in case that matters)\\n\\n\\xa0\\n\\nChill Pop - Handlebars, Brakes, Wheels, and Gears - Dan Bull\\n\\n\\xa0\\n\\nEmo Pop - I'm Not A Cynic - Alec Benjamin\\n\\n\\xa0\\n\\nFantasy - Soldier, Poet, King - The Oh Hellos\\n\\n\\xa0\\n\\nTango-esque Swoon - Quízas, Quízas, Quízas - Osvaldo Ferres\\n\\nOr it's english Version Perhaps, Perhaps, Perhaps - CAKE\\n\\n\\xa0\\n\\nPop - Hey Brother - Avicii\\n\\n\\xa0\\n\\nSuggestion Playlist: https://open.spotify.com/playlist/53nCEi6qwjcC5l4IMelzYb?si=662bf49e4cc7474d\\xa0\"],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Runaway by Kanye West'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'history',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '7.9615',\n",
+       "  '-80.4274',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Boyfriend by Big Time Rush'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Science: Biology/Life',\n",
+       "  'bio',\n",
+       "  'none',\n",
+       "  '53,703',\n",
+       "  '48.1796',\n",
+       "  '16.3586',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Upside Down by jack Johnson'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  'Data Science',\n",
+       "  '60,502',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Niagara Falls - Metro Boomin'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '38.537',\n",
+       "  '-121.5744',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'maneater Andrew Feldman'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'SOHE: Consumer Behavior and Marketplace Studies',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '-87.6298',\n",
+       "  '41.8781',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Tourniquet by Zach Bryan'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '22',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '1.3488',\n",
+       "  '103.8473',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Bound 2 by Kanye West'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.8328',\n",
+       "  '-73.9387',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Skyfall - Adele'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  'DS',\n",
+       "  'NO',\n",
+       "  '53,703',\n",
+       "  '34',\n",
+       "  '113',\n",
+       "  'mushroom',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Andy Warhol'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '23.4373',\n",
+       "  '-109.4295',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Just the Two of Us - By Grover Washington\\n\\nStand by Me - By Ben E. King\\n\\nRock With Me - Micheal Jackson\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '34',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Cybersecurity\\xa0',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '5.1521',\n",
+       "  '46.1996',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'You - Llyod\\xa0'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.5271',\n",
+       "  '-109.0563',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Strawberry Swing - Coldplay'],\n",
+       " ['COMP SCI 220:LAB345, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '37.5098',\n",
+       "  '22.3729',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Revival - Zach Bryan'],\n",
+       " ['COMP SCI 319:LEC001',\n",
+       "  'LEC001',\n",
+       "  '25',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'None',\n",
+       "  '53,705',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Title: Seven\\n\\nArtist: Jungkook'],\n",
+       " ['COMP SCI 220:LAB346, COMP SCI 220:LEC004',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,704',\n",
+       "  '37.6137',\n",
+       "  '-122.4857',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Vertigo by griff'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.7639',\n",
+       "  '-87.7232',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'drive Me crazy- Lil Yachty'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.5133',\n",
+       "  '88.0133',\n",
+       "  'macaroni/pasta',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  \"https://www.youtube.com/watch?v=9nrEaHinGmY\\n\\nI Don't Wanna Talk (I Just Wanna Dance) by Glass Animals is one of my favorites.\\n\\nAnything from the UW marching band is also really cool, for example, our halftime show from the Reliaquest Bowl:\\n\\nhttps://www.youtube.com/watch?v=9f5Ebi6CJZQ\\n\\n\\xa0\"],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '33.6595',\n",
+       "  '117.9988',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Fix You - Coldplay'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '9.522',\n",
+       "  '76.8611',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Solo by Future'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Science: Other',\n",
+       "  'Info science',\n",
+       "  'Philosophy',\n",
+       "  '53,706',\n",
+       "  '42.3611',\n",
+       "  '-71.0571',\n",
+       "  'basil/spinach',\n",
+       "  'neither',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Money saves by Delta Spirit'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Nuclear Engineering',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Don't Care Crown - Fox Stevenson\"],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '47.6',\n",
+       "  '-122.3',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Rainbow in the Dark by Dio'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  'NA',\n",
+       "  'Data Science',\n",
+       "  '53,703',\n",
+       "  '21.3069',\n",
+       "  '-157.8583',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'good feeling - by: flo rida'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Culture, Media, and Creative Industries',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '51.5074',\n",
+       "  '-0.1181',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  \"Wildest Dreams (Taylor's Version) - Taylor Swift :)\"],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Psychology',\n",
+       "  '53,706',\n",
+       "  '38.914',\n",
+       "  '121.6147',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Standing next to you; by Jungkook'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Data Science',\n",
+       "  'ds',\n",
+       "  'Econ with math emphasis',\n",
+       "  '53,703',\n",
+       "  '18.4074',\n",
+       "  '-77.1031',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Vibrate- Outkast'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB323',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The Color Violet, Tory Lanez'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB324',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  'Risk Management and Insurance',\n",
+       "  '53,597',\n",
+       "  '43.1924',\n",
+       "  '-89.4518',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Bangerang, Skrillex'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,130',\n",
+       "  '43',\n",
+       "  '-88',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Passionfruit - drake'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '36',\n",
+       "  '140',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.9692',\n",
+       "  '-90.5263',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Oklahoma Smokeshow\\xa0 \\xa0Zach Bryan'],\n",
+       " ['COMP SCI 319:LEC002',\n",
+       "  'LEC002',\n",
+       "  '24',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,705',\n",
+       "  '31.2304',\n",
+       "  '121.4737',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Star walkin\\n\\nLeague of Lengends worlds anthem.\\xa0'],\n",
+       " ['COMP SCI 220:LAB322, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '43.6666',\n",
+       "  '-90.8661',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Satisfied - Sia'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.2216',\n",
+       "  '-88.0148',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chill Bill Rob stone'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'We Are The People by Empire of the Sun'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'Economics.',\n",
+       "  '53,715',\n",
+       "  '4.6005',\n",
+       "  '101.0758',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '[Ramenez la coupe à la maison] (https://www.google.com/search?sca_esv=601121294&cs=1&sxsrf=ACQVn0-TZJ2taP4ORhtuln_Dao71ilPXag:1706116041604&q=Vegedream+Ramenez+la+coupe+%C3%A0+la+maison&stick=H4sIAAAAAAAAAONgVeLVT9c3NEwzN69IsTAsNBJNK0rNS85QKM8vyklRSC4tUCjOz0s_xYiqDMYvTsmpLMmuNHrEuI6JW-Dlj3vCUkuYJq05eY1xLhOXgE9-fnFqTmVQak5iSWpKSL6QGBeba15JZkmlEI8UFxeHfq6-gbFBobnQZEYu7uDUkpB83_yUzLRKoWZGoQZGLPol4Pr5pHi4uED6zUziLYoLhYJQDXAWcuTi9E3NTUotKvZPEzLg4nLOz8lJTS7JzM8TUpJS4JLTT4YL6BelJucXpWTmpccn55QWlwD1WDFpMCpFGrntujTtHJuDIAMQlJgGO0hpaAlysbnk5yZm5gkm7_8vb_Tvvb2WMBdHSGJFfl5-bqUgkzBDQ_f_9_ZKnJxAPQ73eZ7YazFMYGJs2rfiEBsHB6MAgxETB0MVA88iVvWw1PTUlKLUxFyFoMTc1LzUKoWcRIXk_NKCVIXDC0BsoDXAwJ_AxggARouovqcBAAA&sa=X&ved=2ahUKEwigo-vEwfaDAxXfl4kEHfbtA90Q7fAIegQIABAB), Vegedream'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,029',\n",
+       "  '39.02',\n",
+       "  '1.4821',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Mr. Brightside - The Killers'],\n",
+       " ['COMP SCI 220:LAB326, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '42.3601',\n",
+       "  '71.0589',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Danza Kuduro by Lucenzo'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  'Economics',\n",
+       "  '53,715',\n",
+       "  '20.8876',\n",
+       "  '-156.4752',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB322',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'ECON and DATASCIENCE major',\n",
+       "  '',\n",
+       "  '55,736',\n",
+       "  '',\n",
+       "  '-92.8101',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Hey Jude'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB326',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  'Nuclear Engineering',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '53.5511',\n",
+       "  '9.9937',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'It Has Begun STARSET'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB325',\n",
+       "  'LEC002',\n",
+       "  '17',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '39.9657',\n",
+       "  '-105.1524',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Heaven Sent is a Coffee Cup by Bears in Trees'],\n",
+       " ['COMP SCI 220:LAB321, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '50.0755',\n",
+       "  '14.4378',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Peace of Mind by Boston'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'ME',\n",
+       "  'None',\n",
+       "  '53,706',\n",
+       "  '42.7795',\n",
+       "  '-87.7887',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Crazy Girl by Eli Young Band'],\n",
+       " ['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-124.2179',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Dancing in the Moonlight King Harvest'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '32.7157',\n",
+       "  '-117.1611',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Magic Power - Triumph'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Environmental Sciences',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.51',\n",
+       "  '88.01',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Levels by Aviici\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-32.3134',\n",
+       "  '115.7457',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Da Doo Ron Ron - Shaun Cassidy'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Business: Information Systems',\n",
+       "  'Business: Marketing, Certificate in Health Policy',\n",
+       "  '53,715',\n",
+       "  '40.6339',\n",
+       "  '14.6032',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Alaska by Maggie Rogers'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering\\xa0',\n",
+       "  '',\n",
+       "  '53,572',\n",
+       "  '43.993',\n",
+       "  '-102.2416',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Lady - Hear Me Tonight by Modjo\\xa0'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cherry-coloured Funk Cocteau Twins'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.36',\n",
+       "  '-71.04',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'perfect places by Lorde'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '22',\n",
+       "  'Statistics',\n",
+       "  '.',\n",
+       "  '.',\n",
+       "  '53,705',\n",
+       "  '35.1796',\n",
+       "  '129.0756',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Blank Space - Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Currently undecided',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.9255',\n",
+       "  '6.8698',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Location - Playboi Carti'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  'Answered in question 4',\n",
+       "  'Certificates in Data Science, and French.',\n",
+       "  '53,706',\n",
+       "  '39.5696',\n",
+       "  '2.6502',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  \"You're Gonna Go Far by Noah Kahan\"],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,726',\n",
+       "  '5.4203',\n",
+       "  '100.3119',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  ''],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '33.8366',\n",
+       "  '-117.9143',\n",
+       "  'Other',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Life on Mars? David Bowie'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'I am Undecided, though I am heavily interested in AMEP and Engineering so for the purposes of the survey putting me for either could work.',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '47.6062',\n",
+       "  '-122.3321',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'It was a good day by Ice Cube'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '33.634',\n",
+       "  '117.9',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Free bird by Lynyrd skynrd'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'Risk Management Insurance',\n",
+       "  '53,703',\n",
+       "  '46.7429',\n",
+       "  '-94.1524',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Why iii Love the Moon - Phony Ppl'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Science: Physics',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,703',\n",
+       "  '47.3769',\n",
+       "  '8.5417',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Too late to say goodbye -Cage the Elephant\\xa0\\n\\nor\\xa0\\n\\nSocial Cues -Cage the Elephant'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '22',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics',\n",
+       "  'Data science',\n",
+       "  '53,703',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'My little foolish heart --Sheena Ringo'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '31.23',\n",
+       "  '121.47',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'The importance of being idle\\xa0by Oasis'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,955',\n",
+       "  '27.7455',\n",
+       "  '-82.7464',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Burton St. - OSTON'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Cardigan by Taylor Swift\\xa0'],\n",
+       " ['COMP SCI 220:LAB323, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'I am a computer engineer likely switching to data science.\\xa0',\n",
+       "  '',\n",
+       "  '53,792',\n",
+       "  '41.8781',\n",
+       "  '-87.6298',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Northern Attitude Noah Kahan'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.1465',\n",
+       "  '11.5432',\n",
+       "  'Other',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Ark: Survival Evolved Extinction Main Theme\\n\\nGareth Coker'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Sh-Boom; The Chords'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '33.4484',\n",
+       "  '-112.074',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Scar Tissue / Red Hot Chili Peppers'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,562',\n",
+       "  '41.8982',\n",
+       "  '12.486',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Circo Loco by Drake'],\n",
+       " ['COMP SCI 220:LAB316, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Software engineering',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '29',\n",
+       "  '106',\n",
+       "  'sausage',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '反方向的钟,Jay Chou'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Other',\n",
+       "  'Marketing',\n",
+       "  'Info systems',\n",
+       "  '53,528',\n",
+       "  '34.8697',\n",
+       "  '-111.7609',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  '1985 Bowling for Soup'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Actuarial',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '43.1924',\n",
+       "  '-89.4518',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'I Need a Hero - Bonnie Tyler\\xa0'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25.7617',\n",
+       "  '-80.1918',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Chicken Fried\" by Zac Brown Band'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB335',\n",
+       "  'LEC003',\n",
+       "  '',\n",
+       "  'Engineering: Other',\n",
+       "  'Electrical Engineering\\xa0',\n",
+       "  'Data Science Certificate',\n",
+       "  '53,703',\n",
+       "  '35.117',\n",
+       "  '-89.97',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'NA'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB334',\n",
+       "  'LEC003',\n",
+       "  '20',\n",
+       "  'Business: Actuarial',\n",
+       "  '',\n",
+       "  'RMI',\n",
+       "  '53,715',\n",
+       "  '23.1291',\n",
+       "  '113.2644',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'snowfall by Oneheart and reidenshi'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Philosophy',\n",
+       "  '53,715',\n",
+       "  '-29.8587',\n",
+       "  '31.0218',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Chicago by Michael Jackson'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  'Computer Science',\n",
+       "  '53,706',\n",
+       "  '39.5694',\n",
+       "  '2.6502',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Morocco\\nWritten By: Moon Taxi'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Science: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '21.9748',\n",
+       "  '-159.368',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  '\"Everybody Wants to Rule the World\" by Tears for Fears'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Economics (secondary major)',\n",
+       "  '53,706',\n",
+       "  '13.0827',\n",
+       "  '80.27',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Margaret- Lana del rey\\xa0\\n\\n\\xa0'],\n",
+       " ['COMP SCI 220:LEC003, COMP SCI 220:LAB336',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Science: Biology/Life',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '41.8057',\n",
+       "  '123.4315',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Feel Special by TWICE'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Science: Other',\n",
+       "  'Psychology',\n",
+       "  'Considering a certificate in CS',\n",
+       "  '53,703',\n",
+       "  '25.033',\n",
+       "  '121.5654',\n",
+       "  'Other',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'No Guidance (feat. Drake) by Chris Brown\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '112.9388',\n",
+       "  '28.2282',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Lovefool\\n\\ntwocolors'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '44.8616',\n",
+       "  '-92.6244',\n",
+       "  'basil/spinach',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Unsquare Dance by The Dave Brubeck Quartet\\xa0'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Industrial',\n",
+       "  '-',\n",
+       "  '-',\n",
+       "  '53,703',\n",
+       "  '46.8182',\n",
+       "  '8.2275',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Build me up buttercup - The Foundations'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '30',\n",
+       "  '120',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'country road'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '25',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Information Science (with Data Science certificate)\\xa0',\n",
+       "  '',\n",
+       "  '53,718',\n",
+       "  '39.3817',\n",
+       "  '-84.3695',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"It isn't one of my favorites, but I think most people know/enjoy Billie Jean by Michael Jackson or Ice Ice Baby by Vanilla Ice.\\xa0\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '40.7128',\n",
+       "  '-74.006',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'The Climb Miley Cyrus'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '47.6485',\n",
+       "  '-90.6709',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Remember When by Wallows'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '44.5015',\n",
+       "  '-88.0153',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Lovely Day by Bill Withers'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  'N/A',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '45.2665',\n",
+       "  '-111.2642',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Iris, by The Goo Goo Dolls'],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '39.9',\n",
+       "  '116.4',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  '\"I know?\" by Travis Scott'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '45.4393',\n",
+       "  '-88.651',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Blue sky, Electric light orchestra\\xa0'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Statistics',\n",
+       "  'Psychology',\n",
+       "  '53,706',\n",
+       "  '48.8566',\n",
+       "  '2.3522',\n",
+       "  'macaroni/pasta',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'My favorite song is Skin and Bones by David Kushner'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Education Studies, but I want a DS minor.',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '30.5728',\n",
+       "  '104.0668',\n",
+       "  'basil/spinach',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Helpless - Phillipa Soo'],\n",
+       " ['COMP SCI 220:LEC004, COMP SCI 220:LAB346',\n",
+       "  'LEC004',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Statistics',\n",
+       "  'Psychology',\n",
+       "  '53,706',\n",
+       "  '',\n",
+       "  '2.3522',\n",
+       "  'macaroni/pasta',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'My favorite song is Skin and bones by David Kushner or Beautiful things by Benson Boon'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25.2048',\n",
+       "  '55.2708',\n",
+       "  'none (just cheese)',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Never gonna give you up - rick ashley'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'Data Science, Information Science',\n",
+       "  '53,706',\n",
+       "  '40.8269',\n",
+       "  '-73.9255',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Do it again- Steely Dan'],\n",
+       " ['COMP SCI 220:LAB335, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Sociology',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '-13.532',\n",
+       "  '-71.9675',\n",
+       "  'mushroom',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'No',\n",
+       "  'Fiji Fine (Bren Joy)'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '28.6',\n",
+       "  '81.3392',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Landslide by The Chicks'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided',\n",
+       "  '',\n",
+       "  '93,108',\n",
+       "  '35.65',\n",
+       "  '139.83',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Paradise - Coldplay'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Business: Information Systems',\n",
+       "  '',\n",
+       "  'marketing, supply chain',\n",
+       "  '53,715',\n",
+       "  '43.6532',\n",
+       "  '-79.3832',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'instant crush by daft punk'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB312',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '61.15',\n",
+       "  '10.68',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Nights by Frank Ocean\\xa0'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB316',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '38.5733',\n",
+       "  '-109.5498',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Evangeline- Stephen Sanchez'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '48.8647',\n",
+       "  '2.349',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Lazy Eye Silversun Pickups'],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Data Science',\n",
+       "  '',\n",
+       "  'Econ, DS',\n",
+       "  '53,706',\n",
+       "  '43.0777',\n",
+       "  '-89.4144',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'huh, I like musics like cornfield chase.'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '43.6123',\n",
+       "  '-110.7054',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'one thing at a time -morgan wallen'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Undecided',\n",
+       "  'N/A',\n",
+       "  '53,706',\n",
+       "  '41.5952',\n",
+       "  '-87.3569',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  \"She's a Country Music Fan - Wheeler Walker Jr.\"],\n",
+       " ['COMP SCI 220:LAB313, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Industrial',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '35.6895',\n",
+       "  '139.6917',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Your heart or mine - Jon Pardi'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB313',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '-53.1638',\n",
+       "  '-70.9171',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'Disarm (The Smashing Pumpkins)\\n\\nSay It Aint So (Weezer)\\n\\nI Alone (Live)'],\n",
+       " ['COMP SCI 220:LAB312, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Science: Biology/Life',\n",
+       "  'Genetics',\n",
+       "  'Neurobiology',\n",
+       "  '53,706',\n",
+       "  '44.9778',\n",
+       "  '-93.265',\n",
+       "  'none (just cheese)',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Maybe',\n",
+       "  'Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Computer Science',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '32.7157',\n",
+       "  '117.1611',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Walkin - Denzel Curry'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB315',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Other',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,175',\n",
+       "  '38.6303',\n",
+       "  '90.2003',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  \"Ain't No Mountain\\xa0\"],\n",
+       " ['COMP SCI 220:LAB311, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Political Science',\n",
+       "  'Philosophy, Economics',\n",
+       "  '53,706',\n",
+       "  '35.7022',\n",
+       "  '139.7741',\n",
+       "  'mushroom',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  'Megalovania, Toby Fox'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '20',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '55,387',\n",
+       "  '43.07',\n",
+       "  '89.4',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'early bird',\n",
+       "  'Maybe',\n",
+       "  'Skee Yee Sexxy Red'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Statistics',\n",
+       "  '',\n",
+       "  'data science',\n",
+       "  '53,706',\n",
+       "  '50.9375',\n",
+       "  '6.9603',\n",
+       "  'sausage',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Mr Brightside'],\n",
+       " ['COMP SCI 220:LAB314, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '55,387',\n",
+       "  '43.0722',\n",
+       "  '89.4008',\n",
+       "  'sausage',\n",
+       "  'dog',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'The final countdown Journey\\xa0'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  'Mathematics',\n",
+       "  '53,715',\n",
+       "  '55.6862',\n",
+       "  '12.5765',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'I Wish by Stevie Wonder'],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB311',\n",
+       "  'LEC001',\n",
+       "  '18',\n",
+       "  'Engineering: Mechanical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,706',\n",
+       "  '25',\n",
+       "  '55.5',\n",
+       "  'green pepper',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  'Take the Long Way Home - Supertramp'],\n",
+       " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '18',\n",
+       "  'Engineering: Biomedical',\n",
+       "  'n/a',\n",
+       "  'n/a',\n",
+       "  '53,706',\n",
+       "  '19.076',\n",
+       "  '72.8777',\n",
+       "  'pineapple',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'Yes',\n",
+       "  'This Love, Taylor Swift'],\n",
+       " ['COMP SCI 220:LAB315, COMP SCI 220:LEC001',\n",
+       "  'LEC001',\n",
+       "  '19',\n",
+       "  'Engineering: Other',\n",
+       "  'Material Science and Engineering',\n",
+       "  'Mathematics',\n",
+       "  '53,715',\n",
+       "  '55.6862',\n",
+       "  '12.5765',\n",
+       "  'green pepper',\n",
+       "  'cat',\n",
+       "  'Yes',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'https://www.youtube.com/watch?v=hYKYka-PNt0'],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '18',\n",
+       "  'Science: Physics',\n",
+       "  '',\n",
+       "  'Atmospheric Science',\n",
+       "  '53,706',\n",
+       "  '44.5133',\n",
+       "  '-88.0133',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'No',\n",
+       "  \"Summer of '69 by Bryan Adams.\"],\n",
+       " ['COMP SCI 220:LAB325, COMP SCI 220:LEC002',\n",
+       "  'LEC002',\n",
+       "  '',\n",
+       "  'Engineering: Biomedical',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,715',\n",
+       "  '43.0731',\n",
+       "  '-89.4012',\n",
+       "  'pepperoni',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Maybe',\n",
+       "  'Eyes Without A Face by Billy Idol'],\n",
+       " ['COMP SCI 220:LAB334, COMP SCI 220:LEC003',\n",
+       "  'LEC003',\n",
+       "  '19',\n",
+       "  'Business: Other',\n",
+       "  'Supply Chain Management',\n",
+       "  'Environmental Studies',\n",
+       "  '53,703',\n",
+       "  '38.9072',\n",
+       "  '-77.0369',\n",
+       "  'pineapple',\n",
+       "  'dog',\n",
+       "  'No',\n",
+       "  'no preference',\n",
+       "  'Yes',\n",
+       "  'Shatter by Maggie Rogers'],\n",
+       " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+       "  'LEC002',\n",
+       "  '21',\n",
+       "  'Other (please provide details below).',\n",
+       "  'Economics with a Math Emphasis',\n",
+       "  'Data Science Certificate',\n",
+       "  '53,703',\n",
+       "  '43.8159',\n",
+       "  '-90.5257',\n",
+       "  'pepperoni',\n",
+       "  'cat',\n",
+       "  'No',\n",
+       "  'early bird',\n",
+       "  'Yes',\n",
+       "  \"If it wasn't for trucks, Riley Green\"],\n",
+       " ['COMP SCI 220:LEC001, COMP SCI 220:LAB314',\n",
+       "  'LEC001',\n",
+       "  '24',\n",
+       "  'Business: Finance',\n",
+       "  '',\n",
+       "  '',\n",
+       "  '53,703',\n",
+       "  '42.3601',\n",
+       "  '-71.0589',\n",
+       "  'pepperoni',\n",
+       "  'neither',\n",
+       "  'No',\n",
+       "  'night owl',\n",
+       "  'No',\n",
+       "  'Feeling Good\\n------------\\n\\n-Michael Bublé\\n--------------']]"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Store all of the data rows into cs220_data\n",
+    "cs220_data = cs220_csv[1:]\n",
+    "cs220_data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## CSVs as a List of Lists"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out the lecture number of the 4th student...by hardcoding its row and column....\n",
+    "cs220_data[???][???] # [row][col]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out the sleeping habit for the 2nd student...by hardcoding its row and column....\n",
+    "cs220_data[???][???] "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out how many students completed the survey.\n",
+    "len(???)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out every student's sleep habits and major\n",
+    "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# FIX: Print out every students' age in 10 years.\n",
+    "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Remember creating cs220_header?\n",
+    "cs220_header"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get the column index of \"Pizza Topping\"\n",
+    "cs220_header.index(???)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# We want to invoke something like...\n",
+    "# cell(24, \"Cats or Dogs\")\n",
+    "# cell(63, \"Zip Code\")\n",
+    "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out the lecture number of the 4th student... using the cell function\n",
+    "cell(???, ???)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out every student's sleep habits and major using the cell function\n",
+    "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out every students' age in 10 years using the cell function\n",
+    "# ... that didn't really help us here!\n",
+    "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Improve the cell function so it returns the appropriate type.\n",
+    "# If there is nothing in the cell, return None\n",
+    "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Print out every students' age in 10 years using the cell function\n",
+    "# ... much better!\n",
+    "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get the average age of each lecture..."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# What are the unique ages for each lecture?"
+   ]
+  },
+  {
+   "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": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Of all runners, how many are procrastinators? "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# What percentage of 18-year-olds have their major declared as \"Other\"?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# 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": "3.11.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s24/Louis_Lecture_Notes/15_CSVs/cs220_survey_data.csv b/s24/Louis_Lecture_Notes/15_CSVs/cs220_survey_data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a296cb0de9d45cc5e4372b5bb3f66ebd8e635801
--- /dev/null
+++ b/s24/Louis_Lecture_Notes/15_CSVs/cs220_survey_data.csv
@@ -0,0 +1,1058 @@
+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:LEC002, COMP SCI 220:LAB324",LEC002,19,Business: Finance,,Information Systems,"53,703",48.86,2.35,pepperoni,dog,No,early bird,Yes,Yo no soy Celoso-Bad Bunny
+COMP SCI 319:LEC004,LEC004,23,Other (please provide details below).,"Psychology: MS program in psychology department called Data Science in Human Behavior, which belong to psychology major but need data science skills.",,"53,715",48.8,2.3,sausage,cat,No,night owl,Yes,"Jupiter from the Planets, Gustav Holst"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,,Computer Science,,,"53,715",43,-89,mushroom,cat,Yes,no preference,Maybe,Everybody Talks Neon Trees
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,"53,092",41,88,sausage,dog,No,night owl,Yes,none
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,21,Business: Other,,,"53,703",16.0544,108.2022,pepperoni,cat,No,no preference,Yes,Hypnotize by notorious BIG
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Engineering: Mechanical,Mechanical Engineering,NA,"53,706",47.6062,-122.3321,sausage,cat,No,no preference,Yes,"""Give Up Baby Go"" by: Peach Pit"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Engineering: Mechanical,,,"53,703",39.9308,116.3863,pepperoni,dog,No,night owl,Yes,Coffee Bean - Travis Scott
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Other (please provide details below).,Communication Sciences and Disorders,N/A,"53,717",43.73,7.42,macaroni/pasta,dog,No,night owl,Yes,Your Song - Elton John
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Data Science,,statistic,"53,706",34,108,pineapple,dog,Yes,night owl,Yes,"Jielun Zhou, a chinese singer"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,"53,726",40.7128,-74.006,green pepper,dog,No,no preference,Yes,Usurper -NXCRE and the Villains
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Engineering: Industrial,,,"53,706",41.008,28.978,none (just cheese),dog,Yes,night owl,Yes,pitbull - fireball
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Science: Other,,,"53,711",48.5348,-123.0161,sausage,dog,Yes,night owl,Yes,Flesh & Bone - Sammy Rae & The Friends
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,,Other (please provide details below).,Information Sciences ,,"53,706",,,sausage,dog,Yes,night owl,Yes,"currently my favorite songs are ""Enticing"" by Mike Sabath and ""Weekends and Candy"" by Noah Elliott"
+COMP SCI 319:LEC001,LEC001,24,Other (please provide details below).,"Economics
+
+ ",,"53,703",36.8,-237.7,pineapple,dog,No,night owl,Maybe,Super Seventeen
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC002,4,Computer Science,h,j,"53,706",877,"7,978",pineapple,dog,Yes,night owl,Yes,pop
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,22,Other (please provide details below).,Economics,Data Science,"53,706",23.1291,113.2644,pepperoni,neither,No,night owl,Yes,"---------------------------
+Shelter --- Porter Robinson
+---------------------------"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Mathematics/AMEP,Not yet,Game Design,"53,703",42.3601,-71.0589,pineapple,cat,No,night owl,Yes,The Nights
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Computer Science,,math,"53,703",20,40,pepperoni,cat,No,night owl,Yes,no music 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Science: Physics,,,"53,703",43.0731,-89.4012,pineapple,dog,Yes,no preference,Maybe,Come as you are-Nirvana
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Science: Other,N/A,N/A,"53,706",19.076,72.8777,mushroom,dog,No,night owl,Maybe,Zanzibar by Billy Joel
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,,Engineering: Biomedical,,,"53,706",18.5204,73.8567,green pepper,cat,No,night owl,Yes,The Adults are Talking - The Strokes
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,"53,726",41.5231,-88.604,pepperoni,dog,No,no preference,Yes,"Rock Me Amadeus- Falco
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,"53,706",45.4408,12.3155,pepperoni,cat,No,no preference,Yes,"Rock Lobster, The B-52's"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Business: Finance,,,"53,703",41.8781,-87.6298,pepperoni,cat,Yes,no preference,Yes,Lo que siento-Cuco 
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,21,Business: Finance,/,/,"53,706",22.3193,114.1694,sausage,dog,Yes,night owl,Yes,Ask - The Smiths
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Data Science,.,.,"53,715",37.5665,126.978,pepperoni,neither,No,night owl,Yes,Cruel Summer - Taylor Swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Business: Finance,,"Business: Information Systems 
+
+Consulting Certificate","53,703",41.2258,2.1037,sausage,dog,No,night owl,Yes,Come back to earth - mac miller
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,"53,715",41.3275,19.8187,pepperoni,dog,Yes,night owl,Yes,"Not explicit - Rich Minion by Yeat 
+
+ 
+
+Explicit - Still Countin by Yeat"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Science: Other,,,"53,715",40,116,green pepper,neither,Yes,no preference,Maybe,Childhood memory -- Bandari
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Computer Science,,,"53,706",0,0,pineapple,cat,Yes,night owl,Maybe,"なんでもないや (name of the song)
+
+radwimps(band name)
+
+Nandemonaiya (English name)
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Engineering: Mechanical,,,"53,706",40.7128,-74.006,Other,dog,No,night owl,Yes,Beautiful Things - Benson Boone
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,23,Other (please provide details below).,Cartography and GIS major,,"53,705",36.0671,120.3826,sausage,dog,No,night owl,Yes,Viva La Vida by Coldplay
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Engineering: Biomedical,,,"53,703",41.8781,-87.6298,none (just cheese),dog,No,night owl,Yes,Ophelia - The Lumineers
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Data Science,,,"53,703",24.2227,55.7651,green pepper,cat,Yes,no preference,Maybe,"Ice cube
+
+It was a good day"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",43.8453,-91.2373,pepperoni,dog,No,night owl,Yes,This question is unfair as my favorite song changes by the week. At the moment I suppose I'd say Sunday Bloody Sunday by U2.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,,Computer Science,,,"53,703",44.7866,20.4489,pepperoni,dog,No,early bird,Yes,Imati pa nemati
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,20,Engineering: Mechanical,,,"53,703",24.0939,38.0634,pepperoni,neither,Yes,night owl,Yes,Runaway - Kanye West
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,18,Computer Science,,,"53,706",19.076,72.8777,sausage,dog,No,night owl,Yes,"Runaway - Kanye West ft. Pusha T
+
+Sing about Me, I'm Dying of Thirst - Kendrick Lamar
+
+Ivy - Frank Ocean
+
+Bohemian Rhapsody - Queen"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Computer Science,,,"53,706",39.9042,116.4074,sausage,neither,No,night owl,No,《灰色轨迹》-By Beyond
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,21,Mathematics/AMEP,,,"53,703",19.8968,-155.5828,pineapple,cat,No,night owl,Yes,Exile. Taylor Swift.
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics,Data Science,"53,715",53.57,-0.04,pepperoni,dog,No,night owl,Yes,Lovers in Japan by Coldplay
+COMP SCI 319:LEC004,LEC001,24,Other (please provide details below).,Business Analytics,I don't have,"53,703",37.7749,-122.4194,mushroom,dog,Yes,night owl,Maybe,"""Eye of the Tiger"" is a song by the American rock band [Survivor] (https://en.wikipedia.org/wiki/Survivor_(band)). "
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,,Statistics,,math (prepare to declare),"53,706",37.4645,121.4479,basil/spinach,dog,No,no preference,Maybe,"永恒的主题/A Song For Nathan's Wedding, 丁世光(Dean Ting)"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Statistics,,,"53,715",36.6512,117.1201,pineapple,neither,No,no preference,Maybe,"La fille aux cheveux de lin, Claude Debussy"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,20,Other (please provide details below).,BS in atmospheric and oceanic sciences.,,"53,703",41.8781,-87.6298,none (just cheese),dog,No,night owl,Yes,Doin' Time - Sublime.
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,"53,703",40.7306,-73.9352,pineapple,dog,,night owl,No,雪花飘飘
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Data Science,,,"53,706",43.0077,-88.0244,pepperoni,dog,No,no preference,Maybe,
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Other (please provide details below).,Economics ,None,"53,715",36,105,sausage,cat,Yes,night owl,Yes,Wish you were gay
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,not applicable,not applicable,"53,715",74.006,40.7128,pineapple,dog,No,night owl,Yes,"you belong with me, taylor swift"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Business: Other,"Economics, certificate in data science and digital studies 
+
+ ",Certificate in data science and digital studies.,"53,703",43.0833,89.3725,pineapple,dog,Yes,night owl,Yes,No Quarter- Led Zeppelin 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,18,Science: Physics,,,"53,706",48.2082,16.3738,mushroom,cat,No,night owl,Yes,American Pie by Don Mclean
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Other (please provide details below).,Finance,Information Systems,"53,706",41.9028,12.4964,basil/spinach,neither,Yes,night owl,Yes,The Real Slim Shady by Eminem
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Business: Finance,,,"53,706",39.6349,-106.5268,pineapple,dog,Yes,no preference,Maybe,"Revival, Zach Bryan"
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,21,Business: Finance,,,"53,703",41.3851,2.1734,pepperoni,dog,No,night owl,Yes,Novacandy Post Malone
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,21,Business: Finance,,,"53,703",113.2031,22.4313,pineapple,dog,Yes,night owl,No,Paris in the rain Lauv
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Other (please provide details below).,my major is economics,,"53,703",35.6895,139.6917,pineapple,cat,No,night owl,Yes,"name: Feel special
+
+Artist: TWICE"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Business: Actuarial,,,"53,706",44.9212,-93.4687,pepperoni,cat,Yes,night owl,Yes,Incredible Sauce by Giggs and Dave
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Other (please provide details below).,Economics,,"53,703",41.3743,2.0929,pepperoni,dog,No,night owl,Maybe,Revival-Zach Bryan
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Economics,none,"53,703",44.3871,-89.8281,pepperoni,dog,No,night owl,Yes,Upside Down by Jack Johnson 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Data Science,N/A,Economics,"53,706",39.7392,-104.9903,pepperoni,dog,Yes,night owl,Yes,Back in Black by ACDC
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Engineering: Mechanical,,,"53,706",37.4419,-122.143,basil/spinach,dog,No,no preference,Maybe,Lights - Journey
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,21,Science: Biology/Life,,Data Science certificate,"53,726",49.38,10.19,mushroom,dog,No,no preference,Yes,Georgia - Boz Scaggs
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Business: Actuarial,,,"53,715",51.5074,-0.1278,pepperoni,dog,Yes,night owl,Maybe,Fearless by Taylor Swift
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Industrial,,,"53,701",40.4168,-3.7038,pineapple,dog,Yes,night owl,Yes,Black by Pearl Jam
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Engineering: Mechanical,N/A,N/A,"53,703",43.0389,-87.9065,sausage,dog,No,night owl,Yes,... Wot's...Uh the Deal by Pink Floyd 
+COMP SCI 319:LEC004,LEC004,,Business: Other,,,"53,703",37.1507,-94.4439,none (just cheese),cat,No,no preference,Maybe,None
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,21,Other (please provide details below).,econ,,"53,715",29,120,pineapple,neither,No,night owl,Yes,LATATA  by (G)I-DLE
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,23,Data Science,Economics,Minor DS,"53,703",36.03,120.22,mushroom,neither,Yes,early bird,No,Artist George Condo
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,20,Other (please provide details below).,History,Religious studies ,"53,703",32.0584,118.7965,Other,cat,No,night owl,Maybe,"""Paper ring""
+
+Taylor Swift "
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Science: Chemistry,,genetics,"53,715",36,120,mushroom,cat,Yes,night owl,Maybe,"shape of you
+
+ Ed Sheeran"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,20,Computer Science,,,"53,704",39.7392,-104.9903,pineapple,dog,Yes,night owl,Maybe,Surround Sound - J.I.D
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Computer Science,,,"53,706",47.3769,8.5417,basil/spinach,dog,No,night owl,Maybe,This Town by Niall Horan
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Data Science,,,"53,703",34.4208,-119.6982,pepperoni,cat,Yes,night owl,No,Right Down the Line - Gerry Rafferty
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,"53,706",41.8781,-87.6298,mushroom,dog,No,night owl,Yes,Let it happen- tame impala
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Engineering: Other,,,"53,715",49.8397,24.0297,mushroom,cat,No,no preference,Yes,F Song by Strawberry Guy
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics,Certificate in Data Science,"53,706",17.0542,-96.7132,pepperoni,dog,Yes,night owl,Maybe,Take it Easy by the Eagles 
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Data Science,,,"53,703",32.72,117.16,pepperoni,dog,Yes,early bird,Yes,Houstonfornication by Travis Scott
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Data Science,,Economics,"53,706",30.0444,31.2357,pepperoni,dog,No,no preference,Yes,this love- maroon 5
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,,Statistics,,,"51,706",36.0671,120.3826,basil/spinach,dog,No,no preference,Yes,Lana Del Ray  A&W
+COMP SCI 319:LEC002,LEC002,22,Other (please provide details below).,Psychology,,"53,715",41.878,-87.629,none (just cheese),cat,No,night owl,Maybe,bohemian rhapsody queen
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Science: Other,Science: Biochemistry,,"53,706",-8.3405,115.0919,pineapple,dog,No,no preference,Yes,Untouchables by Generation X
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,20,Engineering: Mechanical,,,"53,715",40.7128,-74.006,sausage,cat,No,early bird,Yes,
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,20,Computer Science,computer science,data science,"53,703",47.6062,-122.3321,pepperoni,neither,No,night owl,No,Love U Like That - Lauv
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Statistics,,,"53,706",51.5074,-0.1278,pineapple,cat,Yes,,Maybe,"taylor swift
+
+ "
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Business: Finance,,Data Science,"53,715",41.7119,41.7119,basil/spinach,dog,No,night owl,Yes,Travis Scot(Artist) - My Eyes
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Engineering: Biomedical,,,"53,706",44.9856,-92.9646,none (just cheese),dog,Yes,night owl,Maybe,"chiquitita - ABBA
+
+el chico del apartamento 512 - Selena"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Astronomy-Physics,,"53,715",5.4203,100.3119,pepperoni,dog,Yes,night owl,No,"Time With God, Midly Jadis"
+COMP SCI 319:LEC001,LEC001,36,Other (please provide details below).,Urban and Regional Planning. Focus on GIS and geospatial data analysis and mapping. ,,"53,711",43.29,-0.37,mushroom,cat,Yes,night owl,Yes,"Vulfpeck, Animal Spirits"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Data Science,,Economics B.S.,"53,705",46.0649,13.2307,none (just cheese),dog,Yes,night owl,Maybe,Take it off - Fisher 
+COMP SCI 319:LEC004,,29,Business: Finance,,,"53,704",25.7617,-80.1918,pineapple,cat,Yes,no preference,Yes,"talking to the moon, Bruno Mars"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Computer Science,,,"53,715",37.3382,-121.8863,none (just cheese),cat,No,night owl,Yes,"Feel This Moment by Pitbull,"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Computer Science,,,"53,703",30.5928,114.3055,mushroom,cat,No,early bird,Maybe,Call me Maybe
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Engineering: Biomedical,,,"53,706",45.8628,-88.231,green pepper,dog,No,night owl,Yes,I Feel Lucky - Mary Chapin Carpenter
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Engineering: Mechanical,,business-finance,"53,703",41.8818,87.6298,sausage,dog,No,night owl,Yes,Burn It Down- Parker McCollum
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Business: Finance,,,"57,315",44.98,-92.75,sausage,dog,Yes,early bird,No,"Moving Out, Billy Joel"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,20,Engineering: Other,,,"53,711",40.9337,40.9337,none (just cheese),dog,No,night owl,Maybe,Freaks - Surf Curse
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,20,Engineering: Mechanical,,,"53,703",41.8781,-87.6298,pepperoni,cat,No,night owl,Yes,I ONLY WANT TO BE WITH YOU - tommy february6
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Engineering: Mechanical,,,"53,706",37.77,-122.42,pepperoni,dog,No,night owl,Yes,Build Me Up Buttercup - The Foundations
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,,Engineering: Industrial,,,"53,706",43.0745,-89.4105,none (just cheese),cat,Yes,night owl,Yes,Wish you were here- Pink Floyd 
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Business: Finance,,"Risk Management and Insurance, Accounting","53,715",43.077,-88.1177,mushroom,dog,Yes,night owl,Yes,Pompeii - Bastille
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,Economics,International Studies,"53,706",41.0082,28.9784,basil/spinach,dog,No,night owl,Yes,Mirrorball by Taylor Swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Other (please provide details below).,Information Science,,"53,703",43.2394,-89.3593,pepperoni,dog,No,night owl,Yes,Mr Crowley - Ozzy Osbourne
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,N/A,N/A,"53,706",23.0978,113.2712,sausage,cat,No,night owl,Yes,"Take me home, country road."
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,21,Business: Information Systems,,"Information Systems, Operations and Technology Management","53,703",52.3702,4.8952,pepperoni,dog,No,early bird,Maybe,"Arabella, Arctic Monkeys"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Business: Other,Risk management and Insurance,I don't have secondary majors. But I have a minor in data science,"53,706",30.5728,104.0668,sausage,cat,No,night owl,Yes,《My Shot》 from Alexander Hamilton (it's a musical)
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,,Science: Biology/Life,,,"53,707",24.45,54.37,basil/spinach,cat,No,night owl,No,Incredible sauce - giggs
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Business: Other,,Economics,"53,703",10.7765,106.701,pepperoni,cat,No,night owl,Maybe,"I Feel It Coming - The Weeknd, Daft Punk "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,,Computer Science,,,"53,703",33.9016,-118.4083,Other,dog,Yes,night owl,Yes,REST - ANOHNI
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,18,Computer Science,,,"53,706",49.3382,-123.1681,pepperoni,dog,No,no preference,No,505 Arctic Monkeys
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,Communication Arts,n/a,"53,703",23.6978,120.9605,basil/spinach,dog,Yes,no preference,Yes,Drake
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Computer Science,,,"53,703",35.05,-118.24,pineapple,dog,No,night owl,Yes,Bang! by AJR
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,23,Computer Science,N/A,Certificate of Data Science.,"53,705",43.0731,-89.4012,pepperoni,dog,Yes,no preference,Yes,Duel of the Fates - John Williams (Star Wars)
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Engineering: Other,,,"53,706",51.5074,-0.1278,pepperoni,dog,Yes,night owl,Maybe,"Silver Springs, Fleetwood Mac"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,20,Data Science,,,"53,715",59.3293,18.0686,pepperoni,cat,Yes,night owl,Yes,Runaway - Kanye West
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Data Science,,,"53,715",44.987,93.268,Other,dog,Yes,night owl,Yes,Hey there Delilah- Plain White Ts
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,24,Data Science,,,"53,703",37.6,127,sausage,dog,No,early bird,Maybe,Dangerously - Charlie Puth
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,,Data Science,Double major with Finance,,"53,706",41.8781,-87.6297,sausage,dog,No,early bird,No,Could You be Loved - Bob Marley
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Other (please provide details below).,Economics ,,"53,703",40.7306,-73.9352,sausage,cat,Yes,early bird,Maybe,Life of the party
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,22,Business: Finance,,,"53,726",41,-86,pepperoni,cat,No,night owl,Yes,Radiant Memories - Tanuki
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Engineering: Industrial,,,"53,715",42.29,-83.81,pepperoni,dog,No,night owl,Yes,el paso del gigante made by grupo sunador
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,,Engineering: Mechanical,,,"53,706",27.712,85.313,Other,neither,Yes,night owl,Maybe,Streetcar by Daniel Ceaser.
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Statistics,,data science,"53,715",60.472,60.472,mushroom,neither,Yes,night owl,Yes,Winter in the dark. ----Lorde
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Data Science,,Business: Risk Management and Insurance,"53,703",48.2082,16.3719,pepperoni,dog,No,no preference,Yes,Upside Down - Jack Johnson
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Industrial,n/a,n/a,"53,703",43.7664,-87.7381,pepperoni,dog,Yes,no preference,Maybe,Stacy's Mom by Fountains of Wayne
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,20,Science: Biology/Life,,,"53,706",44.9537,-93.09,mushroom,cat,No,no preference,Yes,"Dan Deacon- ""When I was Done Dying"""
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,Economics,,"53,715",40.7128,-74.006,Other,dog,No,no preference,No,Fade To Black - Metallica
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,18,Data Science,,,"53,706",39.9,116.4,mushroom,cat,No,early bird,Maybe,"Enchanted, Taylor Swift"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,21,Other (please provide details below).,Comp. Sci.,"Mathematics, and Data Science","53,703",51.5074,-0.1278,sausage,dog,No,no preference,Maybe,Doin' Time by Sublime
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Data Science,,,"53,706",43.0389,-87.9065,green pepper,dog,No,no preference,Maybe,"Hotel California
+
+Eagles"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Data Science,Na,Economics,"53,703",51.5074,-0.1278,none (just cheese),dog,No,night owl,Yes,Don’t wanna do this anymore- XXXtentacion
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,,Engineering: Mechanical,,,"53,703",51.5136,7.4653,green pepper,dog,Yes,night owl,Yes,"London Calling, The Clash"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,English Literature,Possible second major in Korean,"53,703",47.608,-122.3321,basil/spinach,cat,No,no preference,No,OMG - NewJeans
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Engineering: Biomedical,N/A,N/A,"53,726",48.8566,2.3522,sausage,dog,No,no preference,Maybe,"Stitches, Shawn Mendes"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC002,,Engineering: Mechanical,,,"53,706",42.3314,-83.0458,pepperoni,dog,No,no preference,No,Waiting on The World to Change - John Mayer
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Computer Science,,,"53,703",41.8781,-87.6298,pineapple,dog,No,night owl,Yes,Alive - Dabin
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Engineering: Biomedical,n/a,n/a,"53,715",47.6062,-122.3321,mushroom,dog,No,night owl,Yes,Something - Beatles
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,22,Business: Other,Accounting,,"53,726",42.8865,-87.9024,pepperoni,neither,No,night owl,Yes,Mental - Denzel Curry
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,,Data Science,consumer behavior & marketplace studies,,"53,703",31,120,pineapple,dog,No,night owl,Yes,Photograph by Ed Sheeran
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Engineering: Other,,,"53,711",43.1702,-88.1336,sausage,dog,No,night owl,Yes,"""Beautiful Crazy"" - Luke Combs"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,"53,703",43.0731,-89.4012,pepperoni,cat,No,night owl,Maybe,Feather - Sabrina Carpenter
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC003,20,Data Science,,Economics,"53,715",52,13,basil/spinach,dog,Yes,night owl,Yes,El Dorado - Zach Bryan
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC001,18,Engineering: Biomedical,,,"53,715",45.4408,12.3155,mushroom,dog,Yes,night owl,No,"It’s Tricky
+
+Song by Run-D.M.C."
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Science: Other,Biochemistry ,Data Science,"53,715",43.0731,89.4012,green pepper,dog,Yes,early bird,No,Hey Ya! Outkast
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Engineering: Biomedical,,,"53,706",45.1002,91.4888,pepperoni,dog,Yes,night owl,Yes,Could You Be Loved - Bob Marley
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Data Science,,,"53,706",44.9778,-93.265,pepperoni,dog,Yes,night owl,Yes,Black Hole Sun - Soundgarden
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,22,Science: Biology/Life,,,"53,715",49.3987,8.6724,sausage,dog,Yes,night owl,Yes,Darren Kiely - Lost & Found
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Computer Science,,data sceince,"53,706",51.552,-0.299,basil/spinach,neither,No,early bird,Maybe,38 baby NBA YOUNG. BOY
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Engineering: Other,,,"53,703",62.601,29.7636,macaroni/pasta,dog,No,night owl,Maybe,Doomsday by Cordae and Juice WRLD
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Business: Actuarial,,,"53,715",41.39,2.15,sausage,dog,No,no preference,Yes,Mama Tried - Merle Haggard
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Data Science,I think something else that I'd say I'm pretty interested in besides data science would be circuits and how they interact with programs,,"53,715",32.7157,-117.1611,sausage,dog,No,night owl,Yes,Weird Fishes/Arpeggi - Radiohead
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,21,Science: Other,,,"53,703",40.77,-73.9461,mushroom,dog,Yes,early bird,Yes,Every Teardrop is a waterfall by Coldplay 
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Business: Finance,,Risk Management and Insurance,"53,703",25.0343,-77.3963,mushroom,cat,No,night owl,Maybe,Clean - Taylor Swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Mechanical,,,"53,703",44.6833,-93.2766,pepperoni,dog,No,no preference,Maybe,November Rain - Guns N' Roses
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Science: Other,,,"53,706",33.44,-112,pepperoni,dog,No,early bird,Maybe,Dawns-- zach bryan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC003,20,Other (please provide details below).,Communications,No secondary majors yet but who knows,"53,715",43.0731,-89.4012,macaroni/pasta,cat,No,night owl,Yes,"Boys of Faith by Zach Bryan ft Bon Iver
+
+I so wish Louis would do this "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Business: Information Systems,,,"53,706",46.948,8.1738,none (just cheese),dog,Yes,no preference,Yes,Never Gonna Give You Up  - Rick Astley
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Data Science,,Statistics,"53,706",37.8706,112.5489,basil/spinach,dog,No,night owl,Yes,Run to you by Seventeen
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Other (please provide details below).,Kinesiology,,"53,715",45.4408,12.3155,pepperoni,dog,No,night owl,Yes,Homecoming - Kanye West
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,"Engineering for suitability certificate 
+
+Thermal energy systems engineering certificate ","53,760",24.5247,39.5692,none (just cheese),cat,No,early bird,Yes,Passenger - Noah Kahan
+COMP SCI 319:LEC002,LEC002,31,Other (please provide details below).,Urban and Regional Planning,,"53,705",43.7696,11.2558,pepperoni,cat,No,night owl,Maybe,"Jung Kook-3D (feat. Jack Harlow)
+
+Toploader - Dancing in the Moonlight"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Engineering: Biomedical,,,"53,706",44.9198,-92.9371,sausage,dog,No,night owl,Yes,Norf Norf - Vince Staples
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,25,Computer Science,NA,NA,"53,703",21.3069,-157.8583,basil/spinach,neither,No,night owl,No,"Cruel Summer, Taylor Swift"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,22,Data Science,,"Economic, Mathematics","53,705",,,pineapple,cat,Yes,early bird,Yes,
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,21,Business: Actuarial,,,"53,703",41.8781,-87.6298,pepperoni,dog,No,night owl,Maybe,Summertime Sadness by Lana del Ray
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Business: Information Systems,,"Operations Technology Management, Information Systems","53,706",42.8564,-105.8521,pepperoni,dog,Yes,night owl,Yes,"Colder Weather, Zach Brown Band"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Mechanical,,,"53,706",44.9867,-93.2581,sausage,cat,No,night owl,Maybe,Greatness by Quavo
+COMP SCI 319:LEC001,LEC001,23,Engineering: Biomedical,,,"53,703",42.055,-91.6259,pineapple,cat,Yes,night owl,Maybe,cant take my eyes off you by frankie valli. good classic
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,22,Science: Other,Environmental Science,Chicano/Latino Studies ,"53,703",19.0414,-98.2063,pepperoni,dog,Yes,no preference,Yes,Y lloro - Junior H
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,,Engineering: Industrial,,,"94,303",,,pepperoni,neither,No,night owl,Yes,
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Science: Biology/Life,,Conservation Biology,"53,715",32.08,-81.09,pineapple,dog,No,night owl,Yes,"Motorsport by Migos, Cardi B, and Nicki Minaj :)"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Business: Finance,,Data Science Certificate,"53,703",48.8566,2.3522,sausage,dog,No,night owl,Yes,"I Wonder by Kanye West
+
+Love by Kendrick Lamar"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Other (please provide details below).,"I was pre-business, but now looking to major in economics and data science minor. ",No secondary major.,"53,703",41.8239,-87.6675,pepperoni,dog,No,no preference,Maybe,"""Some"" by Steve Lacy and ""Hoja En Blanco"" by Monchy & Alexandra. "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,21,Science: Biology/Life,,,"53,703",41.88,87.63,mushroom,cat,No,night owl,Yes,greedy tate mcrae
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,Global Health (Switching to Information Science),N/A,"53,715",40.7128,74.006,green pepper,cat,Yes,night owl,Yes,"You Got Me- The Roots, Erykah Badu"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Data Science,,Data science and finance,"53,707",-0.6838,-78.4372,basil/spinach,dog,No,early bird,No,"Radiohead, any song in the in rainbows album"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Business: Other,Accounting,,"53,703",20.5937,78.9629,Other,dog,No,early bird,Yes,nee-nah by 21 savage
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Data Science,,Biology,"53,706",-8.34,115.09,macaroni/pasta,dog,Yes,early bird,Yes,"nightcrawler by travis scott, swae lee, and chief keef"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Mechanical,,"mechanical engineering , Physics ","57,324",,,basil/spinach,dog,Yes,night owl,Maybe,
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Other (please provide details below).,Economics,Statistics,"53,706",35,135,Other,dog,No,no preference,Yes,Margaritaville Jimmy Buffet
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,"53,706",48.2082,16.3738,Other,dog,Yes,night owl,Yes,Werewolves of London - Warren Zevon
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Biomedical,,,"53,706",42.3603,71.0573,pepperoni,dog,No,night owl,Yes,accidentally in love- counting crows 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Science: Biology/Life,,,"53,711",42.4317,-71.1933,pepperoni,cat,No,night owl,Yes,Sugar - System of a Down
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Engineering: Biomedical,,,"53,703",40.4168,-3.7038,sausage,dog,Yes,night owl,Yes,Prescription - Remi wolf
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Mathematics/AMEP,,,"53,706",40.7306,-73.9352,pepperoni,dog,Yes,early bird,Maybe,"""Tell Em"" - Cochise ft. $NOT"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,"53,706",21.4598,-158.2141,macaroni/pasta,dog,Yes,early bird,Maybe,The Underdog by Spoon
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,24,Computer Science,,,"53,711",27.9002,42.3966,Other,cat,No,night owl,Yes,"Yesterday Once More, The Carpenters"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,18,Business: Finance,,Real Estate,"53,706",43.0731,-89.4012,none (just cheese),neither,No,night owl,Maybe,Hard To Explain- The Strokes
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,20,Science: Other,"Environmental Science, on pre-optometry track",Certificate in business management,"53,715",20.7984,156.3319,macaroni/pasta,dog,Yes,night owl,Yes,All the Time - Zach Bryan
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Other (please provide details below).,Economics,,"53,703",52.4326,13.4358,sausage,dog,Yes,early bird,No,Fein by Travis Scott
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Business: Other,,"Marketing, Minor in Data Science","53,715",37.9838,23.7275,pineapple,cat,No,night owl,Yes,My Kind of Woman- Mac DeMarco
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Engineering: Industrial,,,"53,703",43.4799,110.7624,sausage,dog,No,night owl,No,Revival - Zach Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,20,Science: Other,,,"53,715",34.0522,-118.2437,pepperoni,dog,No,night owl,Yes,Drama - Aespa
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Industrial,,,"53,706",43.1,89.4,sausage,dog,Yes,early bird,No,Sultans of Swing - Dire Straits
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Business: Finance,N/A,N/A,"53,706",51.5074,-0.1278,pepperoni,dog,No,early bird,Yes,Amazing - Rex Orange County
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,20,Data Science,,,"53,715",41.9028,12.4964,basil/spinach,cat,No,early bird,Maybe,Thrown Down by Fleetwood Mac
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Data Science,,"Bachelors of Arts, Economics","53,703",41,29,sausage,cat,Yes,night owl,Yes,"Just a Dream, Snow Strippers"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Other (please provide details below).,econ,,"91,024",40.7128,-74.006,pepperoni,dog,Yes,night owl,Yes,Pyramids by Frank Ocean
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Computer Science,,I am pursuing certificates in Data Science and Economic Analytics,"53,703",34.0522,-118.2437,macaroni/pasta,dog,Yes,night owl,Yes,Offenbach Anthem - by CINTHIE
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Other (please provide details below).,Business major: Finance(maybe) and Information systems,"Finance and a hybrid minor in philosophy, political science, and economics","53,715",41.8781,-87.6298,sausage,dog,Yes,night owl,Yes,Bon Jovi - Livin on a prayer
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,"Economics, BA",Data Science,"53,703",44.5133,-88.0133,pepperoni,dog,No,early bird,Yes,Sunset for the Dead by Tommy Newport
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,"53,706",49,-123,pepperoni,dog,No,night owl,Maybe,Numb-Linkin Park
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,21,Data Science,,,"53,703",32.776,-79.931,pepperoni,dog,Yes,no preference,Maybe,run around - blues traveler
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,20,Computer Science,,English,"53,703",42.6957,-74.9257,mushroom,cat,No,night owl,Yes,The Crane Wife 3 - The Decemberists
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Engineering: Industrial,,,"54,935",40.7131,-74.0072,sausage,dog,No,early bird,Yes,Bang on the drum all day-Todd Rundgren
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Computer Science,,,"53,703",45.55,-122.819,pineapple,dog,Yes,night owl,Yes,For Emma by Bon Iver.
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Other (please provide details below).,"Political Science,",information science,"53,706",41.3851,2.1734,pepperoni,dog,Yes,early bird,No,Low - SZA
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",40.7128,-74.006,pepperoni,dog,No,night owl,Maybe,Eternal Life - Jeff Buckley
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,18,Science: Other,genetics and genomics,na,"53,706",43.4398,-81.5024,sausage,dog,Yes,early bird,No,idk
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Engineering: Biomedical,,,"53,706",47.8699,-90.8858,pepperoni,dog,No,night owl,No,You're gonna go far by noah kahan
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,"53,706",41.3874,2.1686,Other,cat,No,night owl,Yes,Ms. Jackson by Outkast
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Business: Other,marketing,no,"53,703",38,120,pineapple,neither,No,night owl,Maybe,lil baby freestyle
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,economics,,"53,703",31.2304,121.4737,mushroom,dog,No,early bird,No,I am just listening: I'll take you anywhere——the white coast. This maybe the favorite song I pretty like to listen these days.
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Engineering: Industrial,,,"53,703",40.015,105.2705,mushroom,dog,No,night owl,No,Jolene by Dolly Parton
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,,Data Science,,Economics with math emphasis,"53,703",31.2304,121.4737,pineapple,neither,No,night owl,Yes,"My recent favorite one is ""Ballroom Extravaganza"" by DPR IAN. "
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Business: Finance,,Accounting,"53,706",43.8315,-88.9776,sausage,dog,Yes,early bird,No,Already Rich - Yeat
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Engineering: Mechanical,,,"53,726",43.0747,-89.3842,pepperoni,dog,Yes,early bird,Yes,"Eat your Young, Hozier"
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Engineering: Industrial,,,"53,715",43.71,7.26,sausage,neither,No,night owl,Yes,"Quiet, by Jay Chou"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,N/A,N/A,"53,715",35.6895,139.6917,pepperoni,dog,No,no preference,Maybe,Shinunoga E-Wa -- Fujii Kaze
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Other (please provide details below).,Music Education,,"53,706",51.4997,-0.1137,pineapple,dog,No,night owl,No,one of my favorites is think later by tate mcrae :)
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Business: Finance,,,"53,715",41.8781,-87.6298,green pepper,dog,No,no preference,No,"Down to the Waterline
+
+Dire Straits"
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,21,Engineering: Biomedical,,Biology in Engineering ,"53,715",20.9227,-156.693,macaroni/pasta,cat,No,night owl,Yes,Don't Stop Believing by Journey
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Economics,Economics-Math emphasis ,"53,703",41.8781,-87.6298,pepperoni,dog,No,night owl,No,Rock with you- MJ
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Business: Finance,,,"53,703",40.8293,-73.9279,none (just cheese),neither,No,night owl,Yes,Stick Season Noah Kahan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Data Science,,,"53,532",43.2093,-89.3711,none (just cheese),dog,No,night owl,Yes,too late for love by def leppard
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Business: Other,,Certificate in entrepreneurship,"53,715",43.7719,-88.4338,none (just cheese),cat,Yes,early bird,Yes,Whatever It Is Zac Brown Band
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Mathematics/AMEP,,,"53,703",50.7754,6.0815,mushroom,cat,Yes,no preference,Yes,"""Remember When"" by Wallows."
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Data Science,,,"53,706",37,122,pepperoni,dog,No,night owl,No,"Wuki - Sunshine (My Girl) 
+--------------------------"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Engineering: Other,Computer Engineering,Entrepreneur - minor,"53,703",48.862,2.3885,Other,dog,No,night owl,Yes,Apologize - OneRepublic
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Science: Other,Information Science,,"53,703",41.8781,-87.6298,basil/spinach,dog,Yes,early bird,Maybe,Intuition by the Backseat Lovers
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,"53,706",38.627,-90.2003,pepperoni,dog,No,early bird,No,Paint it Black The Rolling Stones
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC001,25,Data Science,My major currently is data science. but I am going to change my major as economic.,economic analytic,"53,703",37.5665,126.978,sausage,dog,No,early bird,No,My favorite songs are Korean music. 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Business: Finance,,Information Systems,"53,703",41.8781,-87.6298,sausage,dog,Yes,night owl,Maybe,Baddadan by Chase and Status
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Business: Actuarial,,Risk Management and Insurance,"53,703",41.8781,-87.6298,macaroni/pasta,cat,Yes,night owl,No,Stick Season by Noah Kahan
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Engineering: Other,,,"53,706",40.01,-105.27,sausage,dog,No,night owl,Yes,Everybody Wants to Rule the World -- Tears for Fears
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,22,Business: Finance,no,entrepreneurship,"53,703",39.9042,116.4074,pineapple,dog,Yes,night owl,Yes,love story
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Statistics,,,"53,703",43.8,125.3,mushroom,cat,No,night owl,No,Earned it by The Weekend
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,"53,706",41.8781,-87.6298,macaroni/pasta,dog,No,early bird,Yes,The Color Violet - Tory Lanez
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Data Science,,"Journalism, Econ","53,706",52.378,4.8971,macaroni/pasta,dog,No,night owl,Yes,90210 Travis Scott
+COMP SCI 319:LEC001,LEC001,27,Science: Biology/Life,,,"53,705",43.0862,-89.4351,Other,dog,No,night owl,Maybe, pound town -sexy red
+COMP SCI 319:LEC001,LEC001,20,Other (please provide details below).,Applied Econ,,"53,706",43.0748,-89.4095,pineapple,dog,Yes,night owl,Yes,Touxin by Jacky Cheung Hok Yau
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,22,Other (please provide details below).,Global Health,"Health Policy, Development Economics","53,715",43.0739,-89.3852,basil/spinach,cat,No,night owl,Yes,International Harvester by Craig Morgan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Other (please provide details below).,Economics,Certificate: Data Science,"53,715",42.3601,-71.0589,pepperoni,dog,No,night owl,Yes,Do it Again-Steely Dan
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,"53,706",46.3652,14.1084,pepperoni,dog,No,night owl,Maybe,No Recognition- Aaron May
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,"53,706",40.7831,-73.9713,mushroom,cat,No,early bird,Yes,Vincent by Don McLean
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,,Engineering: Industrial,,,"53,715",43.0749,-89.3953,pepperoni,dog,No,night owl,Maybe,Murder on the Dancefloor by Sophie Ellis-Bextor
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,"88,888",Engineering: Other,"Electrical Engineering, while my capstone are mostly about AI, NLP and Graph Learning",Taiwan Language Study,"53,705",22.9997,120.227,macaroni/pasta,cat,No,night owl,Maybe,Coffee's on me - Sunset Rollercoaster
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Science: Physics,,,"53,715",32,118.7,sausage,neither,No,no preference,Maybe,"Hotel California, Eagles"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Engineering: Other,Mechanical Engineering,,"53,706",43.0389,-87.906,sausage,dog,Yes,night owl,No,The Distance by Cake
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,69.42,Engineering: Mechanical,,,"53,706",199.85,200.4,sausage,cat,No,night owl,Yes,Macklemore thrift shoping
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Economics,"Economics, Statistics","53,706",-22.9083,-43.1964,Other,dog,Yes,night owl,Yes,Silver Lining Mt. Joy
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",43.0731,-89.4012,macaroni/pasta,dog,No,night owl,Maybe,
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,21,Engineering: Mechanical,,,"53,703",44.4428,-92.2795,sausage,dog,Yes,night owl,Yes,"Money Money
+
+Abba"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Data Science,,,"53,715",51.9244,4.4777,sausage,dog,Yes,night owl,Yes,Chemtrails over the countryclub - lana del ray
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,21,Other (please provide details below).,Economics,na,"53,703",46.8122,-90.8222,pepperoni,cat,Yes,early bird,No,Lose Control - Teddy Swims
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,21,Engineering: Biomedical,n/a,n/a,"53,703",31.2304,121.4737,none (just cheese),dog,No,night owl,Yes,n/a
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Engineering: Biomedical,,,"53,706",44.9198,-92.9371,pepperoni,dog,Yes,night owl,Yes,Comptine d'un Autre été: L'Après-Midi by Yann Tiersen
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Mechanical,,,"53,726",44.8067,-91.4991,pepperoni,dog,Yes,night owl,No,"Rattlin' Bog, Carlyle Fraser"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,22,Other (please provide details below).,Economics with math emphasis.,No.,"53,703",25.0367,121.4974,pepperoni,dog,No,night owl,Maybe,Stack It Up by Liam Payne
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,24,Data Science,,,"53,706",43.0738,-89.4012,pepperoni,dog,No,night owl,No,yes or no by JungKook 
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Data Science,,,"53,706",14.9752,-89.5283,none (just cheese),dog,No,night owl,Yes,Look what you made me do - Taylor Swift 
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,,Computer Science,,,"53,715",43.0706,-89.3909,pineapple,dog,No,night owl,Yes,Circles by Post Malone
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC003,19,Engineering: Mechanical,,,"53,706",32.7157,-117.1611,macaroni/pasta,dog,No,night owl,Yes,L.A. Love - fergi
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Science: Biology/Life,,,"53,706",42.3603,71.0573,basil/spinach,dog,No,night owl,Maybe,Skinny Dipping by Sabrina Carpenter 
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,20,Data Science,,,"53,703",42.3611,71.0589,pepperoni,dog,No,early bird,No,"Feathered Indians, Tyler Childers"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Computer Science,,"Computer Science, Data Science","53,711",37.2474,-121.9341,green pepper,cat,Yes,night owl,Yes,"There is a light that never goes out, The Smiths"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Data Science,information science,,"53,703",41.3851,2.1734,none (just cheese),dog,Yes,night owl,Yes,Hometown by Morgan Wallen
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",45.5,91.7,pepperoni,dog,No,night owl,Yes,"(I just) Died In Your Arms
+
+-Cutting Crew"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Engineering: Biomedical,,,"53,703",48.8566,2.3522,pepperoni,dog,Yes,night owl,Yes,Sunday Morning by Maroon 5
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,20,Business: Information Systems,,,"53,715",39.7392,-104.9903,pepperoni,cat,No,night owl,Yes,"Am I Dreaming, Metro Boomin"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,20,Engineering: Other,Material Science and Engineering,,"53,711",43.0301,-89.4491,green pepper,dog,Yes,no preference,No,Roma Fade -Andrew Bird
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Business: Information Systems,,,"60,169",42.0412,-88.1078,mushroom,neither,Yes,no preference,No,"2nd Thots, Jay Park "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,20,Other (please provide details below).,Economics,,"53,706",42,-71,pepperoni,dog,No,no preference,Yes,Tumbling Dice - Rolling Stones
+COMP SCI 319:LEC001,LEC001,28,Engineering: Other,Civil Engineering,,"53,705",48.8566,2.3522,mushroom,dog,No,early bird,Yes,"hymn for the weekend, Coldplay"
+COMP SCI 319:LEC004,LEC004,23,Business: Finance,,,"53,713",24.4798,118.0894,pepperoni,dog,Yes,night owl,Yes,"A Thousand Years
+
+Christina Perri"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,18,Data Science,,Political Science,"53,706",46.8139,-71.208,sausage,dog,No,night owl,Maybe,Carry the Zero by Built to Spill
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Computer Science,,,"53,706",47.6739,-122.1215,pineapple,neither,Yes,early bird,Maybe,The duck song. 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,20,Business: Other,Economics,Statistic,"53,706",31.2304,120.56,sausage,cat,Yes,early bird,Maybe,"Empire state of mind
+
+Alicia Keys"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Statistics,,Economics,"53,705",121.6129,25.0455,sausage,dog,No,night owl,Yes,"Lucid Dream, Juice WRLD"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Business: Actuarial,,RMI,"53,706",27.9221,-82.793,sausage,dog,No,night owl,Maybe,"One Man Band by Old Dominion
+
+ "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,20,Engineering: Biomedical,,,"53,726",20.7984,-156.3319,sausage,neither,No,no preference,Maybe,Tyler Herro by Jack Harlow
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,"53,715",10.8231,106.6297,mushroom,dog,No,night owl,Yes,"Best Part - Daniel Caesar, H.E.R"
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Mathematics/AMEP,,,"53,703",60.3913,5.3221,pepperoni,dog,No,no preference,Maybe,"""In between dreams"" album by Jack Johnson"
+COMP SCI 319:LEC001,LEC001,,Engineering: Other,Civil and Environmental Engineering,,"53,715",31.2304,121.4737,pineapple,neither,Yes,no preference,Yes,Home-Seventeen
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,21,Science: Biology/Life,,,"53,703",43.0389,-87.9065,green pepper,dog,No,night owl,No,Standing Next to You by Jung Kook
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,21,Engineering: Biomedical,,,"53,726",47.9031,91.8565,sausage,dog,No,night owl,Yes,Stick Season by Noah Kahan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Science: Physics,,,"53,706",38.5836,-109.4873,green pepper,dog,Yes,early bird,No,"Smoke From a Distant Fire, Sanford Townsend Band"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,"53,706",40.7,-74,sausage,neither,Yes,night owl,Yes,Quicksand by Morray
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,18,Engineering: Mechanical,,,"53,706",51.5,-0.12,sausage,dog,No,night owl,Yes,Valerie - Amy Winehouse
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,22,Business: Finance,,Business: Operations and Technology Management ,"53,703",50.0737,14.4185,pepperoni,dog,Yes,no preference,Yes,Who'll Stop the Rain: CCR.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Engineering: Biomedical,,,"53,213",41.3851,2.1734,basil/spinach,dog,Yes,night owl,Yes,Dancing in the moonlight by toploader
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,,"53,715",43.0726,78.9629,none (just cheese),neither,No,night owl,Yes,"Attention, Charlie Puth"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,20,Business: Information Systems,,RMI,"53,703",41.8781,-87.6298,pepperoni,neither,Yes,early bird,No,Bad Medicine by Bon Jovi
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Engineering: Biomedical,,,"53,213",53.3448,-6.2592,pepperoni,dog,Yes,night owl,Yes,All My Love by Noah Kahan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Engineering: Biomedical,,,"53,706",45.9141,-89.2558,mushroom,cat,Yes,night owl,No,"Calling by Metro Boomin, Swae Lee, and NAV"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,"53,706",-6.1726,106.8173,pepperoni,dog,Yes,no preference,Yes,Bentuk Cinta - Eclat Story
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,Environmental Science,No,"53,703",47.435,-92.5038,pepperoni,dog,No,early bird,Maybe,Dream On by Aerosmith and Boombastic by Shaggy.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Engineering: Other,Materials Science and Engineering ,,"53,706",45.5017,-73.5673,sausage,dog,No,no preference,Yes,Lovefool by The Cardigans
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC003,20,Mathematics/AMEP,,,"53,703",42,123,pineapple,cat,Yes,night owl,Yes,"Relax
+
+—Junona Boys"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Mathematics/AMEP,,Economics,"53,706",37.55,126.99,macaroni/pasta,cat,No,night owl,Maybe,4’33” by John Cage
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,21,Science: Physics,,,"53,706",41.8821,-87.623,sausage,cat,Yes,night owl,Maybe,Don Henley - The Boys of Summer
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",,,,,,,,,,,,,,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC004,21,Data Science,,,"53,715",23.1291,113.2644,pepperoni,dog,No,night owl,No,Ripples In The Heart --- Jackson Yee
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,69,Business: Other,Economics,,"53,715",43.0672,-89.4054,mushroom,dog,Yes,no preference,Maybe,March Madness by Future. 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,,Business: Other,,,"53,715",40.7128,-74.006,pineapple,neither,No,night owl,Maybe,"Viva La Vida, Coldplay "
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Data Science,,Economics,"53,703",45.4408,12.3155,pepperoni,dog,No,no preference,Maybe,Out of Time by The Weeknd
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Science: Biology/Life,,Data Science ,"53,706",29.7604,-95.3698,macaroni/pasta,dog,Yes,night owl,Maybe,Safe and Sound by Capital Cities 
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,"53,706",41.8781,-87.6298,Other,dog,Yes,night owl,Yes,Lovin On Me- Jack Harlow
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Business: Finance,,,"53,726",60.3927,5.323,mushroom,dog,Yes,night owl,Yes,"Traveling Man, Zach Bryan"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,18,Computer Science,,Data Science,"53,706",47.608,-122.3352,sausage,cat,No,night owl,Yes,"Perfect Night, Le Sserafim"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,18,Science: Biology/Life,,,"53,706",64.2525,-15.2114,pepperoni,cat,Yes,night owl,Yes,Don't let me Down- The Beatles
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,,Data Science,,,"53,715",33.6891,-78.8867,pepperoni,dog,No,no preference,No,Creep - Radiohead 
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,20,Data Science,Data Science or Information Science,,"53,715",64.1265,-21.8174,basil/spinach,dog,No,night owl,Maybe,One of my favorite songs is Gold Rush by Taylor Swift. 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Mathematics/AMEP,,,"53,706",64.9631,-19.0208,pepperoni,dog,No,early bird,Yes,22 taylor swift
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",47.6061,122.3328,sausage,dog,Yes,early bird,No,Breaking Dishes - Rihanna
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Nursing,,"53,703",42.3601,71.0589,pepperoni,dog,No,night owl,Maybe,Kirari by Fuji Kaze
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Business: Information Systems,,Marketing,"53,703",28.3772,81.5707,pepperoni,dog,Yes,early bird,Maybe,Good to Be by Mark Ambor
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Business: Finance,,Economics,"53,715",38.7223,-9.1393,mushroom,neither,No,early bird,Yes,Rich Girl by Daryl Hall & John Oates
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Other (please provide details below).,Consumer Behavior & Marketplace Studies ,,"53,715",40.7804,-73.9532,Other,dog,No,early bird,Maybe,"Popular - The Weeknd with Playboi Carti & Madonna
+
+Clean - Taylor Swift (Taylors Version)
+
+Gasoline - HAIM & Taylor Swift "
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,20,Computer Science,,,"53,706",34.0522,-118.2437,pepperoni,dog,Yes,no preference,No,Fair Trade - Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Engineering: Mechanical,,none,"53,706",37.8882,-4.7794,pepperoni,dog,No,night owl,No,Boulevard of Broken Dreams by Green Day
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,21,Engineering: Mechanical,,,"53,711",38.022,-107.67,sausage,dog,No,night owl,Yes,"I took a pill in Ibiza, Mike Posner"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,"55,060",11.5721,43.1456,sausage,neither,No,no preference,Maybe,Jupiter by Gustav Holst
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,20,Engineering: Other,Nuclear Engineering,,"53,703",39.8911,-105.7607,sausage,dog,No,night owl,Yes,"PSA- Kay Flock
+
+Very likely not school friendly "
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,20,Science: Other,Astronomy,,"53,726",52.52,14.4,sausage,cat,No,night owl,No,One of these nights Eagles
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Other (please provide details below).,communication art-tv,"digital study certificate
+
+social justice certificate","53,703",21.1619,-86.8515,none (just cheese),dog,No,night owl,Yes,agora hills- Doja Cat
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,20,Other (please provide details below).,History,Japanese,"53,703",51.5074,-0.1278,pepperoni,cat,No,night owl,Maybe,Michizure - Hoshimachi Suisei
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,"53,703",33.4942,-111.926,pepperoni,dog,No,night owl,Yes,soundtrack 2 My Life- Kid Cudi
+COMP SCI 319:LEC004,LEC004,24,Other (please provide details below).,Data science in human behvaior,,"53,705",21.1619,-86.8515,pineapple,cat,No,night owl,Yes,Wake Up. NCT 127
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Engineering: Mechanical,,,"53,706",39.0997,-94.5786,pepperoni,dog,No,no preference,Maybe,Peace of Mind ~ Boston
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Psychology,,"53,703",25.6065,100.2676,mushroom,cat,No,night owl,Yes,"""FIREWORK"" by &TEAM"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Engineering: Biomedical,,,"53,706",61.2,-149.9,sausage,dog,Yes,night owl,Yes,watcha say by Jason Derulo
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Statistics,,Psychology ,"53,703",38.967,-77.0093,basil/spinach,dog,Yes,early bird,No,Gun - Gil-Scott Heron
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",50.0755,14.4378,pineapple,cat,No,early bird,No,"Can I call you rose?
+
+By Thee Sacred Scrolls"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Computer Science,,,"53,706",39.1157,-77.5636,sausage,dog,Yes,no preference,No,"Pink Matter, Frank Ocean"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,19,Business: Other,Business: actuarial science,,"53,706",41.8902,12.4922,pineapple,dog,No,early bird,Yes,family ties- Baby Keem
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Business: Information Systems,,Supply chain and a certificate in data science,"53,715",38,127,sausage,dog,Yes,night owl,Maybe,Pluto Projector by Rex Orange County
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Political Science,,"53,703",41.8781,-87.6298,pineapple,dog,Yes,night owl,Yes,"Everywhere, Everything by Noah Kahn "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,17,Other (please provide details below).,Microbiology,"Microbiology, Data Science \","53,706",35.6895,139.6917,sausage,neither,No,early bird,Maybe,Applause - lady gaga
+COMP SCI 319:LEC002,LEC002,27,Engineering: Biomedical,,,"53,713",24,28,none (just cheese),cat,No,no preference,Yes,Dont really listen to music
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,24,Data Science,,,"53,703",30.05,76.8,sausage,dog,Yes,night owl,Yes,Usseewa (うっせぇわ) by Ado
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Business: Finance,,Data Science Certificate,"53,703",41.8781,-87.6298,pepperoni,dog,Yes,night owl,Yes,Gorgeous-Kanye West 
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,82,Other (please provide details below).,Economics,Data Science,"53,703",41.8781,-87.6298,sausage,dog,No,early bird,No,Hype Boy - New Jeans
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Science: Physics,,"mathmatics, data science, computer science, statistics","53,703",38.6303,-90.2003,pepperoni,neither,Yes,no preference,Yes,Hooked on a Feeling by Blue Swede
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Mechanical,,,"53,706",-28.0167,153.4,pineapple,dog,No,night owl,Yes,Down Under by Men at Work
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Engineering: Biomedical,,,"53,706",42.8097,-70.8767,pepperoni,dog,No,early bird,Yes,.
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,22,Engineering: Biomedical,,,"53,703",42,17,sausage,dog,No,night owl,Yes,Fragile by kygo 
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,21,Computer Science,,Data Science,"53,703",43.2995,-87.9887,mushroom,cat,No,night owl,Maybe,Here for a Good Time by George Strait.
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Political Science and Philosophy,,"53,715",40.6782,-73.9442,sausage,dog,No,early bird,No,"Learning to Fly, Pink Floyd"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Engineering: Mechanical,N/A,N/A,"53,706",24.7111,-81.0947,macaroni/pasta,dog,Yes,early bird,No,Upside Down by Jack Johnson :)
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Biomedical,,,"53,705",44.9,-92.9,pepperoni,dog,Yes,night owl,No,
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Computer Science,Computer science.,None,"53,703",32,177,sausage,dog,Yes,night owl,Yes,"Without Me, Eminem"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Other (please provide details below).,Journalism/Communication arts ,,"53,706",40.7128,-74.006,sausage,dog,Yes,no preference,No,cherish the day sade
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Industrial,N/A,N/A,"53,703",32.7766,-79.9309,none (just cheese),dog,Yes,early bird,No,What Does the Fox Say
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,History,"Economics and math, Data science certificate","53,715",48.2082,16.3738,pepperoni,dog,Yes,early bird,Yes,Hometown by Cleopatrick
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Other (please provide details below).,Economics,Consumer Behavior & Marketplace Studies,"53,703",32.7846,-79.9409,pineapple,dog,Yes,night owl,Yes,"I know the end - phoebe bridgers
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Computer Science,,,"53,703",47.6,-122,pineapple,cat,Yes,no preference,Yes,First snow by emancipator
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Engineering: Mechanical,,,"53,715",43.0731,-89.4012,pineapple,dog,No,night owl,Maybe,"Don't fear the reaper 
+
+Blue oyster cult"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,"53,703",32.8328,-117.2713,Other,dog,No,night owl,Yes,Hell and Back - Kid Ink
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,24,Computer Science,,,"53,703",50.2145,14.4405,sausage,dog,No,night owl,Yes,"Majesty - Apashe
+
+When Horns Resound - Einar Selvik"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Engineering: Other,,,"53,715",42.7261,-87.7895,pepperoni,neither,Yes,no preference,Maybe,Footloose - Kenny Loggins
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Engineering: Mechanical,,,"53,715",25.6639,-100.3872,mushroom,cat,No,early bird,Yes,Te nesecito - Luis Miguel
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,20,Other (please provide details below).,Information Science ,Economics ,"53,711",48.8566,2.3522,pepperoni,cat,No,night owl,Yes,We Are Young - Fun 
+COMP SCI 319:LEC002,LEC002,26,Engineering: Biomedical,,,"53,703",54.5818,16.8602,Other,dog,Yes,night owl,Yes,'39 - Queen
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,22,Other (please provide details below).,Econ,Data Science,"53,715",29.7113,120.2455,mushroom,dog,No,no preference,Yes,"10:30pm at Airport
+
+Tao Zhe"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,22,Mathematics/AMEP,,,"53,703",44.5,88,pepperoni,cat,No,no preference,Yes,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,"53,715",35.6895,139.6917,pepperoni,cat,No,night owl,Yes,Frederic Chopin Ballade No 1 op 23 in G minor
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Industrial,,,"53,706",46.1341,-89.8512,pepperoni,dog,No,night owl,Maybe,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,20,Science: Biology/Life,,,"53,706",31.2304,121.4691,pineapple,cat,No,night owl,Yes,Not angry- Chris James
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",44.2164,-114.93,sausage,dog,Yes,night owl,Yes,Heavy by Powers
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",52.52,13.405,pepperoni,cat,No,early bird,Yes,Sunflower by Post Malone
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Engineering: Mechanical,,,"53,704",47.7502,-90.3356,sausage,dog,Yes,no preference,Maybe,
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,"53,706",41.9028,12.4964,pepperoni,cat,No,no preference,Maybe,My Eyes - Travis Scott
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,18,Science: Biology/Life,,Spanish,"53,706",43.7696,11.2558,green pepper,dog,No,night owl,Yes,Sparks Fly - Taylor Swift
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Science: Biology/Life,,,"53,706",42.36,-71.06,sausage,,No,night owl,Maybe,Blondie - Current Joys
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,,Certificates in COE Data Analysis and COE Technical writing,"53,715",52.6679,-6.2994,sausage,dog,No,night owl,Yes,That's Life or My Way - Frank Sinatra
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Engineering: Industrial,,,"53,121",41.9028,12.4964,none (just cheese),dog,No,night owl,Yes,Everybody wants to rule the world - tears for fears
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Engineering: Mechanical,,,"53,706",32.7157,-117.1611,pepperoni,cat,Yes,early bird,Yes,"Mama's Boy - Dominic Fike 
+
+Feel Good inc. - Gorrilaz 
+
+ "
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,"53,706",44.9739,-93.2672,basil/spinach,dog,No,night owl,Yes,"Heavan and Las Vegas, Cocteau Twins"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,"53,706",-75.6972,45.4215,pepperoni,dog,Yes,early bird,Yes,riptide - vance joy
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Other (please provide details below).,Economics ,,"53,705",21.4735,55.9754,none (just cheese),dog,Yes,early bird,Maybe,dancing queen
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,,Engineering: Biomedical,,,"53,706",41.8,-87.6,sausage,dog,No,no preference,Yes,All summer Long - Kid Rock
+COMP SCI 319:LEC001,LEC001,32,Other (please provide details below).,communication sciences and disorders ,n/a,"53,711",49.1145,6.1721,pepperoni,neither,No,early bird,No,More more more - Andrea True Connection
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Industrial,,,"53,711",40.7128,74.006,pepperoni,dog,No,night owl,Yes,Homecoming by Kanye West
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,19,Statistics,,,"53,703",31.2304,121.4737,sausage,neither,No,no preference,Yes,"Title: 月詠に鳴る
+
+Artist: Feryquitous feat. Aitsuki Nakuru"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,20,Business: Other,Economics ,data science certificate and business certificate ,"53,715",33.4949,111.9217,pepperoni,dog,Yes,early bird,No,Something in the Orange by Zach Bryan
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,18,Data Science,,,"53,706",43.0731,-89.4012,pepperoni,dog,Yes,night owl,Yes,Vampire- Olivia Rodrigo
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Science: Biology/Life,,,"53,706",34.6937,135.5022,mushroom,cat,No,night owl,No,"Idol--Yoasobi
+
+odo--ado
+
+envy baby-- raon
+
+jam jam--叶"
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Science: Biology/Life,,,"53,715",-22.9068,-43.1729,Other,cat,No,night owl,Yes,i cant win by the strokes
+COMP SCI 319:LEC002,LEC002,,Other (please provide details below).,"urban and regional planning, but my interest is stormwater management and green infrastructure, kind of related to engineering ",,"53,705",0,0,Other,neither,Yes,night owl,No,"Who says-Selena Gomez (just a recommendation)
+
+ 
+
+I want to explain that: I have no ‘favorite’s. I do not like the word ‘favorite’, because I do not like compare the things I have seen, experienced, listened, read, etc. I only remember the moment I did that was happy or not. Thus, I cannot know what my favorite city is. The city per se is never the key point, but my emotions at the moment I visit the city are very important. All things have good and bad sides. The aspect we want to absorb decides it is abosuletly good or bad. Thus, I fill in ""0"" for the corresponding ""favorite city"" questions. I am so sorry about that. My favorite city is waiting for me to visit someday in the future ^_^. "
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC002,19,Other (please provide details below).,I am planning on majoring in Math/AMEP as well as potentially majoring in either data science or statistics.,,"53,706",42.3655,-71.0546,pepperoni,cat,No,night owl,Yes,Canal St. (feat. Bones) by A$AP Rocky
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Data Science,,Vocal Performance ,"53,715",37.7749,-122.4194,pepperoni,dog,No,night owl,Yes,At Last! by Etta James
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,20,Business: Information Systems,,,"53,715",19.4,-99.1,pepperoni,dog,Yes,early bird,Yes,Imagine by John Lennon
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Engineering: Biomedical,,,"53,706",43.7696,11.2558,sausage,cat,No,night owl,Yes,"Title: Valerie
+
+Artist: Mark Ronson featuring Amy Winehouse"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC004,18,Other (please provide details below).,My primary major is Finance. ,Data Sciences,"53,703",32.0853,34.7818,basil/spinach,dog,Yes,early bird,No,Provenza by Karol G and Tiesto 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Engineering: Mechanical,,,"53,715",38.0228,107.6715,pepperoni,dog,Yes,early bird,Yes,American Pie by Don Mclean
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Other,Materials Science and Engineering,Biology in Engineering,"53,703",42.5917,88.4334,macaroni/pasta,cat,Yes,night owl,No,Stick Season by Noah Kahan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Computer Science,,Economics,"53,711",40.7128,-74.006,none (just cheese),dog,Yes,no preference,Maybe,"The Louvre, Lorde"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Computer Science,,,"53,706",43.0731,-89.4012,pepperoni,dog,No,night owl,Yes,Moonlight by XXXTentacion
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Business: Other,Marketing,"Risk Management and Insurance, Data Science","53,715",37.9838,23.7275,pineapple,cat,No,night owl,Yes,Piano Man by Billy Joel
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Engineering: Mechanical,,,"53,706",44.5133,-88.0133,sausage,dog,Yes,night owl,Yes,"Beautiful Girls, by Sean Kingston "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Science: Other,,,"53,706",43.0339,-87.9208,pepperoni,dog,No,night owl,Yes,She's out of her mind by Blink-182
+COMP SCI 319:LEC004,LEC004,,Other (please provide details below).,urban and regional planning,not,"53,705",37.1765,-3.5979,macaroni/pasta,dog,Yes,no preference,No,"***********************
+Confident - Demi Lovato
+***********************"
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,18,Computer Science,,,"53,706",39.9042,116.4074,sausage,cat,No,night owl,Maybe,Never gonna give you up - Rick Astley
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,,Data Science,,,"53,705",35.6852,139.7856,pineapple,dog,Yes,early bird,No,Still Got the Blues - Gary Moore
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Other (please provide details below).,Data science with a CS certificate,.,"53,703",41.8781,-87.6298,pepperoni,dog,No,no preference,Maybe,Work Out by J. Cole
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Engineering: Biomedical,N/A,N/A,"53,703",39.7392,-104.9903,pepperoni,dog,No,night owl,No,Go Your Own Way by Fleetwood Mac
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Engineering: Mechanical,,Computer Science or Data Science,"53,706",40.9866,29.0305,mushroom,dog,Yes,early bird,No,Heartbreaker by Led Zeppelin
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,undecided,,"53,706",34.8697,-111.7609,mushroom,dog,No,night owl,Yes,Brandy - Looking Glass
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Engineering: Industrial,,,"53,703",44.9778,93.265,sausage,cat,Yes,night owl,Yes,Dilemma by Nelly
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Other (please provide details below).,"I'm sort of undecided right now, but I'm looking into majoring in data science.",,"53,715",36.1663,-86.7791,pepperoni,dog,No,early bird,Yes,Timeless by Taylor Swift
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Engineering: Mechanical,,French,"53,715",48.8836,2.2725,pepperoni,dog,Yes,night owl,Yes,Lost Frank Ocean
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,21,Other (please provide details below).,Economics w/ math Emphasis,Data science,"53,715",20.66,-105.24,pepperoni,dog,No,night owl,Yes,"""Roses"" - OutKast"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Engineering: Industrial,,,"53,706",40.7533,-74.0038,Other,cat,Yes,night owl,Yes,vienna billy joel 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,21,Computer Science,NA,"No double major
+
+Certificates - Business Fundamentals, Entrepreneurship, Mathematics","53,705",22.7196,75.8577,green pepper,dog,Yes,night owl,Maybe,"Come and Get Your Love
+
+American rock band Redbone"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Biomedical,n/a,n/a,"53,703",44.9867,-93.2581,pepperoni,dog,No,night owl,Maybe,Solo by Future 
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Business: Finance,,Data Science,"53,706",32.7555,-98.9026,pineapple,dog,No,early bird,Maybe,Wagon Wheel by Old Crow Medicine Show
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Other (please provide details below).,Economics,,"53,706",37.7749,-122.4194,Other,dog,No,no preference,Yes,The Jackie by Bas
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,18,Computer Science,,Data Science,"53,711",47.3769,8.5417,macaroni/pasta,dog,No,night owl,No,Alive by Empire of the Sun
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Other,,,"53,703",32.716,-117.161,pepperoni,dog,Yes,night owl,Yes,Best I Ever Had - Drake
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,27,Science: Other,Environmental Science,,"53,705",50.0755,14.4378,pepperoni,dog,No,no preference,No,lovers rock by tv girl
+COMP SCI 319:LEC001,LEC001,26,Science: Biology/Life,,,"53,704",37.7749,-122.4194,mushroom,dog,No,early bird,Yes,Proud Mary - Creedence Clearwater Revival
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,21,Business: Information Systems,,,"53,703",43.7844,-88.7879,pineapple,cat,No,night owl,Maybe,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,18,Business: Finance,,,"53,706",43.0731,-89.4012,sausage,dog,Yes,no preference,Maybe,"Texas Sun, Leon Bridges"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,21,Science: Other,Atmospheric and Oceanic Sciences,N/A,"53,715",55.9533,-3.1883,sausage,dog,No,night owl,Maybe,"Dungeons and Dragons - Space Laces (its only on soundcloud)
+
+If that is too intense then Adieu - Tchami"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,22,Engineering: Industrial,,,"53,703",27.9506,-82.4572,pepperoni,dog,No,early bird,No,If I know me - Morgan Wallen
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Data Science,,Economics ,"53,703",44.9,-93.3,pepperoni,dog,No,night owl,Maybe,Polish Girl by Neon Indian
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Other (please provide details below).,Economics,Data Science,0.0688,37.7749,-122.4194,none (just cheese),dog,No,night owl,No,My way by frank sinatra
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Computer Science,,,"53,715",26.3683,-80.1289,pepperoni,dog,Yes,night owl,Yes,GOAT by Polyphia 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,20,Science: Biology/Life,,,"53,715",43.7691,11.2558,pepperoni,dog,Yes,night owl,Yes,Satellite by Harry Styles
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Data Science,,Economics BS,"53,715",48.9807,94.6717,none (just cheese),dog,No,no preference,No,Fall in Love- Bailey Zimmerman
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Other,I am chemical but switching majors to I don't know what yet,I do not as of now ,"53,703",47.608,-122.3352,Other,dog,Yes,night owl,Maybe,One of my favorite song is Gold ON the Ceiling by The Black Keys
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Business: Finance,,Data Science is my second major,"53,726",44.9778,-93.2878,pepperoni,dog,No,night owl,Yes,Suddenly I See - KT Tunstall
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Data Science,,,"53,703",43.0731,-89.4012,pepperoni,dog,No,night owl,Yes,Kick the Dust up - Luke Bryan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Other (please provide details below).,Economics,,"53,703",41.8781,-87.6298,pepperoni,dog,No,night owl,Yes,"""You Were Right"" by Rüfüs Du Sol"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,22,Other (please provide details below).,consumer behavior and marketplace,,"53,715",48.8566,2.3522,pineapple,cat,No,night owl,Yes,Head In The Clouds by Hayd
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Statistics,,,"53,706",53.4808,-2.2426,sausage,dog,Yes,night owl,Yes,Gimme Gimme - Abba 
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,22,Other (please provide details below).,Economics,Data Science,"53,703",22.5431,114.0579,pepperoni,cat,No,night owl,Yes,Love Song-Khalil Fong
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Computer Science,,,"53,703",23.6978,120.9605,pepperoni,dog,Yes,night owl,Yes,Die for you by the weekend
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Aerospace engineering,Astronomy-Physics,"53,715",51.5072,0.1276,sausage,dog,Yes,early bird,Yes,"*************************
+Queen – Bohemian Rhapsody
+*************************"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Engineering: Mechanical,none,none,"53,715",39.7684,-86.1581,pepperoni,dog,Yes,no preference,Maybe,Use Somebody by Kings of Leon
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Engineering: Industrial,,,"53,706",45.3462,14.4084,pepperoni,dog,No,no preference,Maybe,My favorite song is Tequila Shots by Kid Cudi
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Other (please provide details below).,Economics,,"53,703",37.9838,23.7275,basil/spinach,dog,No,no preference,Maybe,"December 1963, by Frankie Valli and the Four Seasons"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,,Science: Other,,,"53,703",3.1544,101.7151,Other,dog,No,night owl,Yes,I know it won't work by Gracie Abrams
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Industrial,,,"53,705",33.9122,-78.106,basil/spinach,cat,No,no preference,No,Black Smoke Rising- Greta Van Fleet
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Engineering: Biomedical,,,"53,703",44.9778,-93.265,mushroom,cat,Yes,early bird,Maybe,Les by Childish Gambino
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Engineering: Mechanical,,,"53,706",45.9172,89.2443,pepperoni,dog,No,night owl,Maybe,Free Bird - Lynyrd Skynyrd
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Science: Other,economics,"mathematics, DS","53,703",29.975,31.41,pepperoni,cat,No,early bird,No,claire de lune
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,23,Data Science,,,"53,703",37.5683,126.9978,pepperoni,cat,Yes,early bird,Maybe,My favorite song of all time is Rachmaninoff Piano Concerto No. 3 by Yefim Bronfman. This is making me calm down.
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economics,No,"53,715",39.9042,116.4074,sausage,neither,No,no preference,No,Legends never die 
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Political Science,Data science (certificate),"53,703",43.0411,-87.9094,pepperoni,dog,No,night owl,Maybe,Everybody Talks by Neon Trees
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Engineering: Industrial,Industrial Engineering,N/A,"53,115",41.9028,12.4964,none (just cheese),dog,Yes,night owl,No,Upside Down by Jack Johnson
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Computer Science,,Chinese,"53,706",37.7749,-122.4194,pepperoni,cat,No,night owl,Yes,Should've Been Me - Mitski (though it definitely changes frequently)
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,"53,715",43.0731,-89.4012,pepperoni,dog,No,night owl,Yes,Bad Habits - Ed Sheeran
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Engineering: Mechanical,,,"53,706",24.1534,120.6583,sausage,neither,No,night owl,Yes,Welcome to The Black Parade - My Chemical Romance
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,,Languages,,,"53,703",43.7696,11.2558,sausage,cat,No,night owl,Yes,Chupee - Cocoon
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,Computer Science,,,"53,705",30.2741,120.1551,sausage,neither,Yes,early bird,Yes,"Hard to be human, Anson Seabra"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,Data Science,Global Health,"53,703",55.6761,12.5683,pineapple,cat,No,night owl,Yes,Linger- The Cranberries
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Science: Biology/Life,,,"53,706",33.5731,-7.5898,mushroom,cat,No,early bird,Yes,T-swizzle - Taylor Swift
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",43.0868,-89.2008,pineapple,dog,No,early bird,No,"""Inertia,"" by AJR"
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,"53,706",40.3761,-105.5237,sausage,dog,Yes,night owl,Maybe,Homesick - Noah Kahan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Statistics,,Might get a certificate in something business.,"53,715",44.9096,-90.3165,sausage,cat,No,early bird,Maybe,Dude Looks Like A Lady - Aerosmith
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Other (please provide details below).,I'm majoring in Statistics and Economics,,"53,706",51.6046,-0.068,sausage,dog,Yes,night owl,No,Budapest by George Ezra
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,20,Other (please provide details below).,Economics,"Potentially data science
+
+ ","53,703",48.8566,2.3522,pepperoni,cat,Yes,early bird,No,Somebody’s problem - Morgan Wallen
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,Psychology,Computer Science,"53,703",45.4977,-122.6503,sausage,cat,No,early bird,No,Cindy incidentally by Faces!!!!
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,21,Engineering: Mechanical,None,None,"53,705",36.0671,120.3826,sausage,dog,Yes,night owl,Maybe,"Shape of You 
+
+Song by Ed Sheeran"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,20,Data Science,,,"276,000",31.2304,121.4737,sausage,dog,Yes,night owl,Maybe,Time
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Data Science,,Ed Policy,"53,706",45.677,-111.0429,sausage,dog,No,early bird,No,"Northern Attitude, Noah Kahan & Hozier"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Business: Finance,,,"53,715",44.3431,-89.1427,pepperoni,dog,Yes,night owl,No,"Everybody Wants to Rule the World, Tears for Fears"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Science: Other,Atmospheric and Oceanic Sciences,,"53,706",40.3761,-105.5237,pepperoni,cat,No,night owl,Yes,Brazil by Declan McKenna
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",45.0086,-93.6067,pepperoni,dog,No,no preference,Yes,heading south
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Computer Science,,,"53,703",41.8,-87.6,mushroom,dog,No,night owl,Yes,Spain by the US Air Force
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Data Science,,I am also an Economics major,"53,715",42.9634,-85.6681,green pepper,dog,No,night owl,No,Upside Down - Jack Johnson
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,,,"53,706",-33.9608,25.6206,mushroom,dog,No,night owl,Yes,Wondering Why by the The Red Clay Strays
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,20,Business: Actuarial,,My secondary major is Business: Risk Management and Insurance,"53,711",43.0731,-89.4012,macaroni/pasta,neither,No,early bird,Yes,Hits Different by Taylor Swift
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,"53,715",44.5153,-88.0133,pepperoni,cat,No,night owl,No,On Wisconsin - UW Marching Band
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Engineering: Industrial,,,"53,706",45.4661,-89.7407,pepperoni,dog,No,no preference,Maybe,Two Dozen Roses by Shenandoah
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Engineering: Biomedical,,,"53,706",48.8566,2.3522,macaroni/pasta,dog,No,night owl,Yes,The weekend
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Computer Science,,,"53,706",25.2048,55.2708,basil/spinach,neither,Yes,early bird,No,Viva la vida - coldplay
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Biomedical,,Biology,"53,706",44.9775,-93.2644,pepperoni,dog,Yes,night owl,Yes,"No one to run with, The Allman Brothers Band"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,22,Other (please provide details below).,Economics,,"53,715",47.8095,13.055,pepperoni,dog,No,night owl,Yes,Home by Phillip Phillips
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,21,Statistics,N/A,N/A,"53,705",32.0603,118.7969,pepperoni,cat,No,night owl,Maybe,"今 -明日 世界が終わっても-  ——Seventeen(세븐틴)
+
+To you  ——Seventeen(세븐틴)
+
+Peter Pan Was Right  ——Anson Seabra
+
+PARANOIA  ——Baek Hyun, HEARTSTEEL, and League of Legends
+
+Phoenix  ——Cailin Russo, Chrissy Costanza, and League of Legends"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,20,Business: Actuarial,,Risk Management and Insurance,"53,726",59.9139,10.7522,none (just cheese),dog,Yes,night owl,Yes,You belong with me by Taylor Swift
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Mathematics/AMEP,,Music,"53,706",43.0731,-89.4012,pepperoni,dog,No,night owl,Yes,ice cold pool - wallows
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Statistics,,,"53,715",49.3453,-95.0706,pepperoni,neither,No,night owl,No,"blood mary
+
+lady gaga"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,18,Science: Other,,,"53,706",42.9198,-89.2234,sausage,dog,No,no preference,No,Yeah! By Usher
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Other,,,"53,711",33.16,-117.35,pepperoni,dog,No,night owl,Yes,Locked out of Heaven - Bruno Mars
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,,Mathematics/AMEP,,,"53,703",30.2741,120.1551,basil/spinach,neither,Yes,no preference,Yes,Safe and sound 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,20,Science: Biology/Life,Environmental Science,Global health and organic agriculture certificates ,"53,705",42.1395,-87.9265,basil/spinach,dog,No,night owl,Maybe,"""I wanna be your boyfriend"" by Hotfreaks"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,20,Science: Other,,,"53,715",40.3746,-104.6924,sausage,dog,No,night owl,No,Footloose - Kenny Loggins 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,18,Engineering: Mechanical,,,"53,706",42.0617,-90.6805,pineapple,dog,Yes,night owl,Yes,"Vienna, Billy Joel"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Mechanical,,,"53,703",46.8113,-92.0719,pineapple,dog,No,night owl,Maybe,"""Banana Pancakes"" Jack Johnson"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Other (please provide details below).,Economics BA,"Political Science BA, Data Science Certificate","53,703",40.7128,-74.006,pineapple,cat,No,no preference,Maybe,Blackbird -- The Beatles
+COMP SCI 319:LEC002,LEC002,23,Engineering: Other,,,"53,717",47.4979,19.0402,pepperoni,dog,No,night owl,Maybe,Secrets by OneRepublic
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,20,Engineering: Other,,,"53,726",48.0999,-123.4249,pepperoni,dog,No,night owl,Yes,Babydoll - Dominic Fike
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Statistics,,,"53,715",46.695,-94.145,pepperoni,cat,No,night owl,Yes,Mariners Apartment Complex by Lana Del Rey
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,"I am very undecided, but interested in data science!",If I did do data science I would want to find something to double major in but I have no idea what it would be.,"53,706",51.5099,0.1276,sausage,dog,No,no preference,Maybe,The Spins by Mac Miller
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Engineering: Industrial,NA,NA,"53,715",21.17,-86.85,pepperoni,dog,No,no preference,Maybe,steely dan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC004,18,Engineering: Biomedical,,,"53,706",42.068,-87.806,sausage,dog,No,night owl,Maybe,"YG Marley- ""Praise Jah in the Moonlight"""
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Econ ,Data science ,"53,706",36.5552,121.9233,sausage,dog,No,early bird,Yes,Bad Things by Machine Gun Kelly and Camilla Cabello
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,NA,NA,"53,706",34.0522,-118.2437,sausage,cat,No,night owl,Yes,Rosemary by Deftone
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,,Computer Science,,,"53,703",40.3399,127.5101,pineapple,dog,No,night owl,Yes,otherside post malone
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,21,Engineering: Biomedical,,"I have a biocore certificate (honors biology minor) that I'm working on achieving, and I'm also premed which technically isn't a major but involves more classes than my normal major.","53,706",43.0128,-88.2351,mushroom,dog,Yes,night owl,Yes,"Title: Chammak Challo
+
+Artist: Akon"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,18,Engineering: Biomedical,,,"53,706",41.3851,2.1734,sausage,dog,No,night owl,No,The Color Violet by Tory Lanez.
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,20,Statistics,,,"53,706",43.0731,-89.4012,pepperoni,cat,No,night owl,Maybe,Purple Haze by Jimi Hendrix
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,23,Computer Science,,Data Science,"53,703",37.4419,-122.143,none (just cheese),neither,No,night owl,No,"Silica Gel, Tik Tak Tok"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,20,Other (please provide details below).,Information Science,,"53,715",55.9502,-3.1875,pepperoni,neither,Yes,night owl,Maybe,Everything She Wants by Wham!
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Mechanical,,Mathematics,"53,144",40.7128,-74.006,pepperoni,dog,No,early bird,No,Budapest by George Ezra
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC002,20,Computer Science,,,"53,703",21.4858,39.1925,tater tots,neither,No,no preference,Maybe,Taylor Swift - Karma
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,21,Mathematics/AMEP,,,"53,715",43.0731,-89.4012,sausage,cat,No,no preference,No,"Title: waves
+
+Artist: Pray For Sound"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,18,Engineering: Biomedical,,,"53,715",42.3601,-71.0589,pepperoni,cat,Yes,no preference,Yes,I would love to just listen to Mike's favorite songs.
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,20,Engineering: Mechanical,,,"53,073",45.6793,-111.0466,sausage,dog,No,no preference,Yes,Til You Can't By Cody Johnson
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,20,Other (please provide details below).,Economics,Data Science,"53,703",34.0522,-118.2437,sausage,cat,Yes,early bird,Maybe,Time - Pink Floyd
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Business: Finance,,Information Systems,"53,703",40.6461,111.498,basil/spinach,dog,Yes,no preference,No,Dogs by Pink Floyd. 17 minutes of greatness.
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,,Other (please provide details below).,Econ,,"53,703",40.7222,73.9874,Other,cat,Yes,early bird,No,"Entre Dos Aguas
+
+Paco de Lucia"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,20,Engineering: Mechanical,,,"53,706",20.7984,-156.3319,mushroom,dog,No,early bird,Yes,The Meaning Of Life-The Offspring 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Other (please provide details below).,information science ,criminal justice certificate ,"53,711",40.7128,-74.006,macaroni/pasta,dog,No,night owl,Yes,until i found you by stephen sanchez
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Engineering: Industrial,,,"53,726",42.6032,-89.6459,pineapple,dog,Yes,night owl,Yes,"I know?
+
+travis Scott"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,21,Business: Finance,,Data Science,"53,703",46.2044,6.1432,sausage,cat,Yes,night owl,Maybe,Purple Haze by Jimi Hendrix
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,"53,965",18.2208,-66.5901,sausage,dog,No,night owl,Yes,"Firework, Katy Perry"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Computer Science,,,"53,717",41.7715,-88.148,none (just cheese),dog,No,night owl,Yes,Save Your Tears by The Weeknd
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,"53,703",41.0742,-73.7749,none (just cheese),dog,No,night owl,No,"Sing About Me, I'm Dying of Thirst - Kendrick Lamar"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Engineering: Biomedical,,,"53,706",44.4481,-88.0694,pepperoni,dog,Yes,night owl,Yes,Kerosene! - Yves Tumor
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Engineering: Biomedical,,,"53,706",40.7128,-74.006,mushroom,dog,Yes,early bird,No,Thinkin' Bout Me by Morgan Wallen
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Engineering: Other,Material Science and Engineering,,"53,706",41.8781,-87.6324,pineapple,cat,No,no preference,Yes,Unsophisticated Circus-Emergency Tiara
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Science: Biology/Life,,,"53,715",43.6941,7.2712,Other,cat,Yes,night owl,Maybe,"Jackie and Wilson, Hozier"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,19,Engineering: Mechanical,N/A,N/A,"53,706",48.4106,-114.3382,pepperoni,dog,No,no preference,Yes,What I Got by Sublime
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,20,Engineering: Mechanical,,,"53,703",45.1888,-93.5526,pepperoni,dog,No,night owl,Yes,Say Something. Justin Timberlake and Chris Stapleton
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Engineering: Biomedical,,,"53,706",36.1621,-86.7781,pepperoni,dog,Yes,no preference,Maybe,Tourniquet by Zach Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,19,Engineering: Biomedical,,,"53,129",27.8339,-97.0611,pepperoni,neither,No,night owl,Maybe,Bandaid On a Bullet Hole by Morgan Wallen
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC002,19,Computer Science,,,"53,706",44.0216,-88.5919,sausage,dog,No,night owl,Maybe,Into the Sun by Johnny 2 Phones
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Business: Actuarial,,Economics and Statistics,"95,070",47.6062,-122.3321,pineapple,dog,No,night owl,Yes,Never gonna give you up - Rick Ashley
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Mathematics/AMEP,,"computer science, data science","53,706",40.7131,-74.0072,pepperoni,dog,Yes,no preference,Yes,Into You - Ariana Grande
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,"53,706",41.8818,-87.6232,Other,cat,No,night owl,No,Headshots by Isiah Rashad
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Other (please provide details below).,Marketing BA ,Data Science Certificate ,"53,703",37.3891,-5.9845,sausage,cat,No,early bird,No,Rich Girl by Daryl Hall & John Oates 
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Mathematics/AMEP,,,"53,706",45.1865,-87.1239,pepperoni,dog,Yes,night owl,Yes,"What I Want, The Band Camino"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Science: Physics,,,"53,715",-0.1807,-78.4678,sausage,dog,No,night owl,Yes,Pink + White by Frank Ocean
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Engineering: Biomedical,,,"53,715",22.54,114.05,sausage,cat,Yes,early bird,No,"title: These Are the Times
+
+artist: Martin Garret"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,,Engineering: Biomedical,,,"53,703",40.7831,-73.9713,none (just cheese),dog,No,night owl,Yes,
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Biomedical,,,"53,706",42,71,sausage,dog,No,no preference,Yes,"Title: Back Down South 
+
+Artist: Kings of Leon "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,20,Data Science,,Mathematics,"53,706",40.0397,-74.0501,basil/spinach,dog,Yes,early bird,No,dopamine by Madelline
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Engineering: Biomedical,,,"53,706",47.8095,13.055,pineapple,dog,Yes,night owl,Yes,She's Always a Woman by Billy Joel. 
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,undecided,,"53,706",37.6472,-118.9675,pepperoni,dog,Yes,night owl,Maybe,I think I like you - The band CAMINO
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC004,19,Business: Finance,,,"53,715",41.89,12.4943,pepperoni,dog,Yes,no preference,Yes,I Ain't Worried by One Republic 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Biomedical,,,"53,706",41.8781,-87.6298,pepperoni,dog,No,night owl,Yes,"Africa
+
+Toto"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,,Engineering: Mechanical,,,"53,703",36.1,-112,pepperoni,cat,Yes,night owl,No,Bad Energy Juice Wrld
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,21,Science: Other,Biochemistry,,"53,715",42.3601,-71.0589,pepperoni,dog,Yes,night owl,No,Rhiannon - Fleetwood Mac
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,21,Science: Biology/Life,,Data science certificate,"53,711",40.3761,-105.5237,Other,dog,No,early bird,No,You Should Probably Leave by Chris Stapleton
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Engineering: Biomedical,,,"53,715",50.0548,19.9278,green pepper,dog,No,no preference,Maybe,Ditto-NewJeans
+COMP SCI 319:LEC002,LEC002,,Other (please provide details below).,Economics ,,"53,705",25.2819,110.2781,pineapple,dog,No,no preference,Yes,Bad Guy -- Billie Eilish
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,20,Data Science,Just Data Science,none,"53,703",44.5133,-88.0133,none (just cheese),dog,No,no preference,Maybe,Ne-Yo : Closer
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Data Science,,"Sociology, Economics","53,715",43.0023,-89.722,pepperoni,dog,Yes,night owl,Yes,Bathroom Light - Mt. Joy
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Data Science,,,"53,703",26.3206,-80.0998,macaroni/pasta,dog,Yes,early bird,No,Billie Jean by Michael Jackson.
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,18,Other (please provide details below).,Economics (Mathematical Emphasis),,"53,706",40.7128,-74.006,pepperoni,dog,No,early bird,No,Pyramids - Frank Ocean
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Business: Information Systems,,,"53,706",41.4901,-71.3128,pineapple,dog,Yes,no preference,Maybe,Silver Springs by Fleetwood Mac
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Business: Information Systems,"N/A
+
+ ","N/A
+
+ ","53,715",25.2048,55.2708,Other,neither,No,early bird,No,"Zico - New Thing
+
+ "
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,21,Computer Science,,,"53,703",43.0389,-87.9065,sausage,dog,No,night owl,Yes,Chattahoochee - Alan Jackson
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,18,Engineering: Industrial,,,"53,706",18.2816,-78.3393,pepperoni,dog,Yes,night owl,Maybe,My favorite song is All Your'n by Tyler Childers
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Other (please provide details below).,Political Science,,"53,706",33.77,-118.1937,sausage,dog,Yes,night owl,Yes,Love is a Game by Adele
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Economics,Data Science,"53,706",51.5074,-0.1278,pepperoni,dog,No,no preference,No,"Act a Fool, by Ludacris"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Statistics,,,"53,706",48.2082,16.3738,mushroom,dog,No,night owl,Maybe,"Mathematics - Mos Def
+
+or Maid in Mexico - Chet Baker"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,"53,715",10.4712,-84.6418,pineapple,dog,Yes,night owl,Yes,"Pyramids: Frank Ocean
+
+Honorable Mention: The Less I Know The Better: Tame Impala"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Engineering: Biomedical,,,"53,706",51.5074,-0.1278,sausage,dog,Yes,no preference,No,Another Love by Tom Odell
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Engineering: Biomedical,,,"53,705",38.8422,106.1311,pepperoni,dog,No,no preference,Maybe,Madman Across the Water by Elton John
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,20,Other (please provide details below).,Mathematics,data science,"53,706",43.2301,94.6599,pineapple,neither,Yes,no preference,Maybe,see you again by Wiz Khalifa
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Data Science,,,"53,715",40.7131,-74.0072,pepperoni,dog,No,night owl,Yes,"Island in the sun, Weezer"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,20,Science: Physics,,"Russian, astrophysics, mathematics ","53,726",35.5442,136.9159,none (just cheese),cat,Yes,early bird,Yes,"Heart Like a Truck, Lainey Wilson"
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Computer Science,,,"53,706",25.2048,55.2708,green pepper,cat,Yes,night owl,Yes,Yah Mean - Playboi Carti
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,,Engineering: Mechanical,,,"53,726",45.2646,-111.2533,none (just cheese),dog,No,no preference,Maybe,100 shots - Young Dolph
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Business: Other,Accounting,Data Science Certificate ,"53,073",25,80,pepperoni,dog,No,night owl,Yes,Brooklyn Bridge to Chorus - The Strokes
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,"53,706",44.9778,-93.265,pepperoni,dog,Yes,night owl,No,Stick Season - Noah Kahan
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Business: Information Systems,,,"53,715",41.77,-87.8,pepperoni,dog,Yes,no preference,No,Superstar- Lupe Fiasco
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,"53,715",42.3601,-71.0589,pineapple,dog,No,night owl,Yes,Banana Pancakes By Jack Johnson 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Business: Finance,,,"53,703",44.8809,-93.342,green pepper,dog,No,early bird,No,Concrete Jungle by Bob Marley
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,21,Science: Other,Astrophysics,,"53,726",40.5853,-105.0844,Other,cat,No,night owl,Yes,Love the day - Fox Stevenson
+COMP SCI 319:LEC004,LEC004,23,Engineering: Other,electrical computer engineering,NA,"53,703",43.07,-89.4,sausage,cat,Yes,night owl,Maybe,"""You're not alone"" - Michael Jackson"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,18,Engineering: Biomedical,,,"53,706",45.0728,-93.1962,pepperoni,dog,No,night owl,Yes,Hold Me Down by Daniel Caesar
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,18,Other (please provide details below).,Psychology,I am choosing whether to major in Economics and minor in Data Science or major in Data Science and minor in Economics,"53,706",37.7749,-122.4194,Other,dog,Yes,early bird,Maybe,Right now I like Cheri Cheri Lady by Modern Talking :)
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Business: Information Systems,,,"53,706",41.9028,12.4964,pepperoni,dog,Yes,night owl,Yes,By and By - Camp
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Computer Science,,,"53,703",39.6,-106.5,pepperoni,dog,No,night owl,Yes,Gold on the Ceiling - The Black Keys
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Engineering: Industrial,,,"53,715",22.8905,-109.9167,pepperoni,dog,Yes,night owl,Maybe,Mr. Jones - Counting Crows
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Business: Finance,NA,NA,"53,715",25.033,121.5654,pepperoni,cat,Yes,early bird,No,High Hopes by Panic! At the Disco
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Other (please provide details below).,English,Information Science,"53,715",42.3601,-71.0589,pineapple,cat,No,night owl,Maybe,"""Perfect (Exceeder)"" by Mason vs. Princess Superstar"
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,18,Business: Actuarial,,Risk Management Insurance and Finance,"53,706",40.7608,-111.891,pepperoni,dog,No,night owl,Yes,I Will Survive by Gloria Gaynor
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Business: Finance,,Information Systems,"53,703",40.7128,-74.006,sausage,dog,No,night owl,Maybe,"""Missed Call"" by Treaty Oak Revival"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Engineering: Industrial,,,"53,703",42.6296,-88.6381,Other,cat,No,night owl,Yes,"Out of Time, The Weeknd"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,20,Science: Biology/Life,,,"53,715",9.7489,-83.7534,pineapple,dog,No,night owl,Yes,Grenade - Bruno Mars
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,22,Engineering: Other,Materials Science and Engineering,,"53,703",35.6895,139.6917,basil/spinach,dog,Yes,night owl,Maybe,Something New by SIR
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Industrial,,,"53,706",41.8781,-87.6298,pepperoni,dog,Yes,night owl,Yes,Lost - Frank Ocean
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,"53,706",-34.0518,151.1499,pepperoni,dog,No,no preference,Yes,Your song - Elton John
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,20,Business: Finance,,Real Estate,"53,715",42.4907,-78.4803,pineapple,cat,Yes,night owl,No,Fireball - Pitbull
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC002,18,Business: Information Systems,,,"53,715",25.7617,-80.1918,Other,dog,No,early bird,Maybe,Can I Call You Rose by Thee Sacred Souls
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Engineering: Mechanical,,,"95,070",37.8,-122.4,pepperoni,dog,No,night owl,Yes,America the Beautiful
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Engineering: Mechanical,,,"53,703",33.749,-84.388,Other,dog,No,night owl,Yes,"Stars, JID"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Engineering: Biomedical,,,"53,706",44.8113,-91.4985,basil/spinach,dog,No,no preference,No,Spotless - Zach Bryan
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,20,Business: Finance,,,"53,703",35.8617,104.1954,pineapple,cat,No,night owl,No,Double take - Dhruv
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Engineering: Biomedical,,Italian,"53,706",40.9571,17.2905,Other,dog,Yes,night owl,Yes,Honeybee by The Head And The Heart 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Computer Science,,,"53,703",44.7288,-93.1704,pineapple,dog,No,night owl,Maybe,Pink + White by Frank Ocean
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Computer Science,,,"53,706",48.8566,2.3522,none (just cheese),cat,Yes,night owl,Maybe,Pink toes - Childish Gambino and Jhene Aiko
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,18,Engineering: Biomedical,,,"53,706",28.5383,-81.3792,pepperoni,dog,No,night owl,Maybe,2024 by Playboi Carti
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC001,18,Engineering: Mechanical,,,,44.7603,-93.3464,pepperoni,dog,No,early bird,No,The Star Spangled Banner 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,20,Science: Physics,,,"53,705",6.2442,-75.5812,mushroom,cat,Yes,early bird,Yes,"Comsat Angels, Falling"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,19,Data Science,,Spanish,"53,706",44.9778,93.265,mushroom,dog,No,no preference,Yes,FE!N- Travis Scott
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Other (please provide details below).,Economics,N/A,"53,703",43.0731,-89.4012,macaroni/pasta,dog,No,night owl,Yes,Only the Good Die Young- Billy Joel
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,19,Other (please provide details below).,Economics,,"53,711",43.0121,-89.4493,sausage,dog,No,night owl,Yes,Drive Me Crazy by Lil Yachty
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Science: Other,Genetics ,n/a,"53,706",40.4168,-3.7038,Other,dog,No,no preference,Maybe,the beach by giveon 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Engineering: Mechanical,,,"53,579",46,16,pepperoni,dog,Yes,night owl,Maybe,Island in the Sun - Weezer
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,"53,703",31.2001,29.9187,basil/spinach,dog,No,early bird,No,"""Spanish Harlem"" - Ben E. King"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,19,Business: Other,Accounting,Certificate in Data Science,"98,074",41.9028,12.4964,sausage,dog,No,no preference,Maybe,Heaven - Los Lonely Boys
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Statistics,,Data science,"53,703",31,121,pineapple,neither,No,no preference,No,"Glass House
+
+Machine Gun Kelly"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,"53,706",46.016,9.2572,pepperoni,cat,Yes,early bird,Yes,I will by the Beatles 
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,20,Business: Actuarial,,Business: Risk Management and Insurance,"53,715",43.0389,-87.9065,pepperoni,dog,No,night owl,Yes,"""Amish Paradise,"" Weird Al Yankovic"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,22,Engineering: Biomedical,,,"53,703",41.3902,2.154,pepperoni,dog,Yes,night owl,Yes,Masterpiece by Sault
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economics,,"53,715",35.8,-78.7,Other,neither,Yes,night owl,Yes,"better than i know myself, Del Water Gap"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Other (please provide details below).,"I'm currently in pre-business, but I'm deciding to major in Real Estate. My second major options I'm thinking is if I get in Bschool, I would choose Finance. If not, I would choose Data Science. ","Data Science, Finance","53,706",10.6869,106.688,mushroom,dog,No,night owl,Maybe,Cotton Eye Joe by Rednex
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,Communications Arts,Information Science,"53,705",43.1271,-88.064,sausage,neither,No,night owl,Yes,"Fancy by Twice if you would play on the April 19 or April 22 11am lecture, it would be around my birthday :)
+
+Another favorite is Out of my league by Fitz and the Tantrums"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Computer Science,,,"53,703",47.6137,-122.1909,pepperoni,dog,No,night owl,Yes,Slow summer by Zachary knowles
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,,Engineering: Biomedical,,,"53,706",-33.2014,136.4155,basil/spinach,dog,Yes,no preference,Maybe,Star 67-Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,19,Engineering: Biomedical,,,"53,703",46.2044,6.1432,none (just cheese),dog,Yes,night owl,Yes,
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Engineering: Other,chemical engineering,certificate in mathematics,"53,706",40.4168,-3.7038,pepperoni,dog,Yes,no preference,No,stairway to heaven by led zepplin
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,18,Other (please provide details below).,Data science,economics,"53,706",31.2304,121.4737,mushroom,cat,No,night owl,Maybe,You Will Be Found (From The “Dear Evan Hansen” Original Motion Picture Soundtrack)
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC002,20,Business: Other,,,"60,431",41.8781,-87.6298,green pepper,dog,No,early bird,Yes,Still sound by Toro y moi
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Data Science,,,"91,107",34.0522,-118.2433,mushroom,cat,Yes,night owl,No,"Just The Way You Are, Bruno Mars"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Science: Other,,,"53,703",46.1296,-89.8892,mushroom,dog,Yes,no preference,No,Save Rock and Roll by Fall Out Boy
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Business: Other,,"My main major is marketing, and my secondary major is accounting as of right now, but as a freshman, I am looking to explore more major opportunities for me. ","53,706",46.0473,-89.6487,sausage,dog,No,night owl,No,"Burn, Burn, Burn by Zach Bryan"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Languages,N/A,N/A,"53,703",43.7509,-87.7129,pepperoni,dog,Yes,night owl,Yes,Scenes from an Italian Restaurant - Billy Joel
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,22,Other (please provide details below).,Economics,,"53,715",40.7128,-74.006,green pepper,cat,Yes,early bird,Maybe,Stick Season by Noah Kahan 
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC003,18,Engineering: Mechanical,,,"53,706",43.0772,89.4075,pepperoni,dog,No,night owl,Yes,"House of Balloons, The Weeknd
+
+help herself, bbno$
+
+Sunflower, Post Malone
+
+ "
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,19,Data Science,,I would like to get a certificate in marketing or economics.,"53,703",40.7128,74.006,pineapple,cat,Yes,night owl,Yes,Hell Shell Young Nudy
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,18,Engineering: Biomedical,,,"53,706",40.015,-105.2705,Other,dog,Yes,no preference,Yes,Viva la Vida by Coldplay
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Economics,,"53,715",47.608,-122.3352,green pepper,dog,No,night owl,Yes,"Hold on, were going home - Drake"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,18,Engineering: Biomedical,,,"53,558",40.7136,-74.0083,pepperoni,dog,No,night owl,Maybe,One Dance - Drake
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Science: Chemistry,,No secondary major but minor in data science,"53,706",44.1782,-88.4772,none (just cheese),dog,Yes,early bird,No,Don't Panic by Coldplay 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,19,Other (please provide details below).,Primary Major: Statistics,Secondary Major: Data Science,"53,703",37.7749,122.4194,none (just cheese),dog,No,night owl,No,"The Spins, Mac Miller"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,19,Other (please provide details below).,Consumer Behavior and Marketplace Studies,,"53,703",40.7128,-74.006,pepperoni,dog,No,no preference,No,"I, Decided Part 1,  by Solange "
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Data Science,N/A,Mathematics.,"53,703",44.5135,88.0131,pepperoni,dog,No,early bird,No,Maggie May by Rod Stewart
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,20,Business: Finance,,,"53,703",46.5466,7.8902,sausage,dog,No,no preference,Yes,"BoDeans, Closer to Free"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,21,Computer Science,,,"53,703",40.7128,-74.006,pepperoni,dog,No,no preference,Yes,No Role Models by J.Cole
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,,Other (please provide details below).,Information Science,English,"53,704",37.7749,-122.4194,pepperoni,cat,Yes,no preference,No,"Liszt: Sonata in B minor, Liebestraum
+
+Notturno No. 3, S 541/3 (performed by Khatia Buniatishvili)"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Other (please provide details below).,Economics,,"53,726",43.0389,-87.906,sausage,cat,No,early bird,Yes,Barbed Wire by Kendrick Lamar
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Engineering: Biomedical,,,"53,706",22.2028,-159.4969,pepperoni,dog,Yes,early bird,No,God only Knows - The Beach Boys
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,20,Engineering: Industrial,,,"53,715",43.0718,-89.4103,pepperoni,dog,Yes,night owl,No,Take My Breath by The Weeknd
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,political science,data science,"53,703",41.8781,-87.6298,basil/spinach,dog,Yes,night owl,Yes,kill bill by sza
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Data Science,Data Science,N/A,"53,703",41.0082,28.9784,basil/spinach,cat,No,night owl,No,Silver Springs - Fleetwood Mac
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Engineering: Biomedical,,,"53,711",43.0731,-89.4012,sausage,dog,No,night owl,No,"Beautiful Things, Benson Boone"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,20,Engineering: Mechanical, na,Na,"53,715",24.7164,-81.0503,sausage,dog,Yes,early bird,Maybe,"Sun to Me
+
+Zach Bryan"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,Manufacturing Engineering ,"53,703",24.5247,39.5692,basil/spinach,cat,Yes,night owl,Maybe,"I can't just give one but here you go:
+
+New Light by john Mayor 
+
+ 
+
+However, there is a golden artist that we arab love, and we usually play her songs in the mornings, she is called fairuz. One of her best hits is Kifak Enta. It is really niec and well written, I highly recommend giving it a listen. Thanks!!"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Engineering: Industrial,,,"53,706",43.0731,-89.3852,pepperoni,cat,No,night owl,Maybe,Can't Catch Me Now - Olivia Rodrigo
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC001,19,Mathematics/AMEP,I am a statistics major,NA,"53,706",27.9506,-82.4572,sausage,dog,No,early bird,Yes,"All of the lights, Kanye West"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Engineering: Mechanical,,,"53,715",43.3254,-88.3803,macaroni/pasta,cat,No,night owl,Maybe,diary of jane by breaking Benjamin
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Statistics,,,"53,706",43.0731,-89.4012,none (just cheese),cat,No,night owl,Yes,Redbone - by Childish Gambino
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,24,Computer Science,,,"53,715",36.6769,116.9931,sausage,dog,No,night owl,Yes,Flower Dance by DJ Okawari
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Journalism,I don't have the secondary major right now.,"53,703",35.6895,139.6917,basil/spinach,neither,No,early bird,No,"Lavender Haze, Taylor Swift"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Business: Information Systems,,,"53,706",43.073,-89.401,pepperoni,dog,No,night owl,Yes,Solo by Future
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Other (please provide details below).,Economics ,N/A,"53,715",40.7831,-73.9713,pepperoni,cat,Yes,early bird,No,Books - Caamp (Folk genre)
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,19,Other (please provide details below).,Applying to engineering school at end of semester,no,"98,040",47.608,-122.3352,basil/spinach,dog,Yes,no preference,Yes,June - Briston Maroney
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,18,Computer Science,NA,"Data Science major
+
+Statistics certificate","53,706",28.4595,77.0266,pepperoni,dog,No,night owl,Yes,Telekinesis- Travis Scott (ft. SZA and Future)
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,18,Business: Finance,,Business Information Systems,"53,706",39.0182,77.2086,pineapple,dog,Yes,night owl,Maybe,American Girl Tom Petty
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Science: Physics,,No.,"53,703",29.73,119.64,sausage,neither,No,no preference,No,My favorite song is The Nights by Avicii.
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,"53,706",46.0108,-91.482,sausage,dog,No,night owl,Maybe,"I'll put down two songs, and I'll let you decide which one you'd prefer:
+
+99 Luftballons - Nena
+
+Jet City Woman - Queensrÿche"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Science: Other,,,"53,706",61.2181,-149.9003,pepperoni,dog,Yes,night owl,Maybe,Where the wild things are by Luke Combs
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Business: Finance,,real estate,"53,706",45.0105,-93.4555,mushroom,dog,No,early bird,No,Im still standing 
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Engineering: Biomedical,,,"53,706",3.139,101.6869,mushroom,,No,night owl,Yes,"""All The Stars"" by SZA & Kendrick Lamar"
+COMP SCI 319:LEC002,LEC002,,Science: Other,Economics,,"53,705",41.9028,12.4964,pineapple,cat,Yes,no preference,No,"Out of time, by Weeknd"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,20,Computer Science,,,"53,706",25.2048,55.2708,basil/spinach,cat,No,night owl,Yes,"I Lied (With Allison Ponthier) - Lord Huron, Allison Ponthier"
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,21,Business: Finance,,,"53,703",41.8781,-87.6298,Other,dog,Yes,early bird,Yes,Build Me Up Buttercup by The Foundations
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,19,Business: Information Systems,,,"53,703",32.8575,-117.2569,pepperoni,cat,Yes,early bird,Maybe,August by Taylor Swift
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,19,Business: Information Systems,n/a,n/a,"53,703",19.4326,-99.1332,mushroom,cat,No,night owl,No,gimme gimme gimme by ABBA
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,20,Business: Finance,,"Information Systems, Economics","53,715",48.8566,2.3522,pepperoni,dog,No,night owl,Maybe,Life in the City - The Lumineers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Data Science,,,"53,703",55.9533,-3.1883,basil/spinach,dog,No,night owl,No,The Adults Are Talking by The Strokes
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Other (please provide details below).,elementary education & special education,,"53,076",44.8385,-92.9908,basil/spinach,cat,Yes,night owl,Yes,"pink + white, by frank ocean"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Economics ,Mathematics ,"53,703",31.2,121.5,pineapple,neither,No,early bird,No,"Writing’s on the wall
+
+Sam Smith"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Science: Other,Information science," 
+
+ ","53,705",37.5665,126.978,pepperoni,dog,No,early bird,Yes,Taylor Swift- You Belong with Me
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,18,Statistics,,,"53,706",30.6969,-97.7577,pineapple,cat,No,night owl,Maybe,"Golden Hour
+
+Author: JVKE"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,,Computer Science,,,"53,703",41.878,-87.629,pepperoni,dog,Yes,night owl,Yes,crazy by lil baby
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Business: Information Systems,,,"53,706",43.0389,-87.9065,sausage,dog,Yes,no preference,No,Take Me to Church by Hozier
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,"53,706",47.7502,-90.3356,sausage,dog,Yes,early bird,No,Nine ball- Zach Bryan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Other (please provide details below).,"I don't have a major yet, but I plan on working on stuff under Computer Science, Data science, Statistics, Mathematics, or Psychology",,"53,715",35.6618,139.7041,none (just cheese),dog,No,night owl,Yes,"I have a whole playlist of suggestions on Spotify
+
+For fitting the more upbeat nature of the opening song for class, a jazzy suggestion:
+
+Sound of the Underground - OrtoPilot
+
+ 
+
+I'm going to list a few more and link the spotify playlist in case you're interested, if not, ignore what's below
+
+ 
+
+Rap - The Rappist - Schaffer The Darklord (Explicit Language, in case that matters)
+
+ 
+
+Chill Pop - Handlebars, Brakes, Wheels, and Gears - Dan Bull
+
+ 
+
+Emo Pop - I'm Not A Cynic - Alec Benjamin
+
+ 
+
+Fantasy - Soldier, Poet, King - The Oh Hellos
+
+ 
+
+Tango-esque Swoon - Quízas, Quízas, Quízas - Osvaldo Ferres
+
+Or it's english Version Perhaps, Perhaps, Perhaps - CAKE
+
+ 
+
+Pop - Hey Brother - Avicii
+
+ 
+
+Suggestion Playlist: https://open.spotify.com/playlist/53nCEi6qwjcC5l4IMelzYb?si=662bf49e4cc7474d "
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Engineering: Mechanical,,,"53,706",44.5133,-88.0133,pepperoni,dog,No,night owl,Yes,Runaway by Kanye West
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Other (please provide details below).,history,,"53,706",7.9615,-80.4274,pepperoni,dog,No,night owl,Yes,Boyfriend by Big Time Rush
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,20,Science: Biology/Life,bio,none,"53,703",48.1796,16.3586,pepperoni,dog,Yes,no preference,Yes,Upside Down by jack Johnson
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Computer Science,,Data Science,"60,502",41.8781,-87.6298,Other,dog,Yes,night owl,Yes,Niagara Falls - Metro Boomin
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Engineering: Biomedical,,,"53,715",38.537,-121.5744,pepperoni,dog,No,early bird,Maybe,maneater Andrew Feldman
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,21,Other (please provide details below).,SOHE: Consumer Behavior and Marketplace Studies,,"53,703",-87.6298,41.8781,pepperoni,dog,No,night owl,Yes,Tourniquet by Zach Bryan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,22,Computer Science,,,"53,703",1.3488,103.8473,sausage,dog,No,night owl,Yes,Bound 2 by Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Engineering: Mechanical,,,"53,703",40.8328,-73.9387,pineapple,cat,No,night owl,Yes,Skyfall - Adele
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,21,Data Science,DS,NO,"53,703",34,113,mushroom,neither,Yes,no preference,Maybe,Andy Warhol
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",23.4373,-109.4295,sausage,dog,Yes,night owl,Yes,"Just the Two of Us - By Grover Washington
+
+Stand by Me - By Ben E. King
+
+Rock With Me - Micheal Jackson "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,34,Other (please provide details below).,Cybersecurity ,,"53,703",5.1521,46.1996,pineapple,cat,No,night owl,Maybe,You - Llyod 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Data Science,,,"53,703",44.5271,-109.0563,mushroom,dog,No,night owl,Yes,Strawberry Swing - Coldplay
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,18,Engineering: Mechanical,,,"53,706",37.5098,22.3729,macaroni/pasta,dog,No,night owl,No,Revival - Zach Bryan
+COMP SCI 319:LEC001,LEC001,25,Other (please provide details below).,Economics,None,"53,705",31.2304,121.4737,pineapple,cat,No,early bird,Maybe,"Title: Seven
+
+Artist: Jungkook"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,19,Engineering: Mechanical,,,"53,704",37.6137,-122.4857,Other,dog,No,night owl,Maybe,Vertigo by griff
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,18,Engineering: Mechanical,,,"53,706",43.7639,-87.7232,pepperoni,dog,No,night owl,Yes,drive Me crazy- Lil Yachty
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Engineering: Biomedical,,,"53,706",44.5133,88.0133,macaroni/pasta,dog,No,early bird,Maybe,"https://www.youtube.com/watch?v=9nrEaHinGmY
+
+I Don't Wanna Talk (I Just Wanna Dance) by Glass Animals is one of my favorites.
+
+Anything from the UW marching band is also really cool, for example, our halftime show from the Reliaquest Bowl:
+
+https://www.youtube.com/watch?v=9f5Ebi6CJZQ
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,21,Computer Science,,,"53,715",33.6595,117.9988,sausage,dog,Yes,night owl,Yes,Fix You - Coldplay
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,20,Business: Other,,,"53,703",9.522,76.8611,pepperoni,dog,No,night owl,Yes,Solo by Future
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Science: Other,Info science,Philosophy,"53,706",42.3611,-71.0571,basil/spinach,neither,Yes,early bird,Maybe,Money saves by Delta Spirit
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,19,Engineering: Other,Nuclear Engineering,,"53,706",43.0731,-89.4012,sausage,cat,No,night owl,Maybe,Don't Care Crown - Fox Stevenson
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,20,Data Science,,,"53,715",47.6,-122.3,none (just cheese),cat,No,night owl,No,Rainbow in the Dark by Dio
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Computer Science,NA,Data Science,"53,703",21.3069,-157.8583,pineapple,dog,Yes,night owl,No,good feeling - by: flo rida
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,19,Other (please provide details below).,"Culture, Media, and Creative Industries",,"53,706",51.5074,-0.1181,none (just cheese),dog,No,night owl,Maybe,Wildest Dreams (Taylor's Version) - Taylor Swift :)
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Statistics,,Psychology,"53,706",38.914,121.6147,pineapple,dog,No,early bird,Yes,Standing next to you; by Jungkook
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Data Science,ds,Econ with math emphasis,"53,703",18.4074,-77.1031,Other,dog,No,night owl,Yes,Vibrate- Outkast
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,21,Engineering: Biomedical,,,"53,703",44.9778,-93.265,sausage,dog,No,night owl,Yes,"The Color Violet, Tory Lanez"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,20,Business: Finance,,Risk Management and Insurance,"53,597",43.1924,-89.4518,sausage,dog,Yes,no preference,Maybe,"Bangerang, Skrillex"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Business: Information Systems,,,"53,130",43,-88,sausage,dog,No,night owl,Yes,Passionfruit - drake
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,18,Engineering: Mechanical,,,"53,706",36,140,none (just cheese),cat,Yes,night owl,Yes,
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,19,Engineering: Mechanical,,,"53,706",45.9692,-90.5263,sausage,dog,Yes,night owl,Yes,Oklahoma Smokeshow   Zach Bryan
+COMP SCI 319:LEC002,LEC002,24,Science: Other,,,"53,705",31.2304,121.4737,pineapple,cat,Yes,early bird,No,"Star walkin
+
+League of Lengends worlds anthem. "
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,20,Other (please provide details below).,Economics,,"53,703",43.6666,-90.8661,pineapple,dog,No,night owl,Maybe,Satisfied - Sia
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,19,Business: Finance,,,"53,706",43.2216,-88.0148,green pepper,cat,No,night owl,Yes,Chill Bill Rob stone
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Science: Other,,,"53,715",43.0731,-89.4012,pepperoni,dog,No,night owl,Yes,We Are The People by Empire of the Sun
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,21,Statistics,,Economics.,"53,715",4.6005,101.0758,pineapple,cat,Yes,early bird,Maybe,"[Ramenez la coupe à la maison] (https://www.google.com/search?sca_esv=601121294&cs=1&sxsrf=ACQVn0-TZJ2taP4ORhtuln_Dao71ilPXag:1706116041604&q=Vegedream+Ramenez+la+coupe+%C3%A0+la+maison&stick=H4sIAAAAAAAAAONgVeLVT9c3NEwzN69IsTAsNBJNK0rNS85QKM8vyklRSC4tUCjOz0s_xYiqDMYvTsmpLMmuNHrEuI6JW-Dlj3vCUkuYJq05eY1xLhOXgE9-fnFqTmVQak5iSWpKSL6QGBeba15JZkmlEI8UFxeHfq6-gbFBobnQZEYu7uDUkpB83_yUzLRKoWZGoQZGLPol4Pr5pHi4uED6zUziLYoLhYJQDXAWcuTi9E3NTUotKvZPEzLg4nLOz8lJTS7JzM8TUpJS4JLTT4YL6BelJucXpWTmpccn55QWlwD1WDFpMCpFGrntujTtHJuDIAMQlJgGO0hpaAlysbnk5yZm5gkm7_8vb_Tvvb2WMBdHSGJFfl5-bqUgkzBDQ_f_9_ZKnJxAPQ73eZ7YazFMYGJs2rfiEBsHB6MAgxETB0MVA88iVvWw1PTUlKLUxFyFoMTc1LzUKoWcRIXk_NKCVIXDC0BsoDXAwJ_AxggARouovqcBAAA&sa=X&ved=2ahUKEwigo-vEwfaDAxXfl4kEHfbtA90Q7fAIegQIABAB), Vegedream"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,029",39.02,1.4821,pepperoni,cat,Yes,no preference,Maybe,Mr. Brightside - The Killers
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,18,Engineering: Biomedical,,,"53,706",42.3601,71.0589,pepperoni,dog,Yes,night owl,Yes,Danza Kuduro by Lucenzo
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,20,Engineering: Industrial,,Economics,"53,715",20.8876,-156.4752,pepperoni,dog,No,night owl,No,
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,19,Other (please provide details below).,ECON and DATASCIENCE major,,"55,736",,-92.8101,basil/spinach,cat,Yes,no preference,Maybe,Hey Jude
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,18,Engineering: Other,Nuclear Engineering,,"53,706",53.5511,9.9937,pepperoni,dog,No,night owl,Yes,It Has Begun STARSET
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,17,Engineering: Mechanical,,,"53,706",39.9657,-105.1524,Other,dog,Yes,early bird,No,Heaven Sent is a Coffee Cup by Bears in Trees
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,21,Business: Finance,,,"53,703",50.0755,14.4378,pepperoni,dog,Yes,night owl,Maybe,Peace of Mind by Boston
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Engineering: Mechanical,ME,None,"53,706",42.7795,-87.7887,sausage,cat,No,no preference,Yes,Crazy Girl by Eli Young Band
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,19,Business: Actuarial,,,,"53,706",-124.2179,pepperoni,dog,Yes,night owl,Yes,Dancing in the Moonlight King Harvest
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,19,Engineering: Biomedical,,,"53,715",32.7157,-117.1611,pineapple,dog,Yes,no preference,Maybe,Magic Power - Triumph
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,20,Science: Other,Environmental Sciences,,"53,703",44.51,88.01,Other,dog,Yes,early bird,No,Levels by Aviici 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,18,Engineering: Mechanical,,,"53,706",-32.3134,115.7457,sausage,dog,No,no preference,No,Da Doo Ron Ron - Shaun Cassidy
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,18,Other (please provide details below).,Business: Information Systems,"Business: Marketing, Certificate in Health Policy","53,715",40.6339,14.6032,basil/spinach,cat,No,night owl,Yes,Alaska by Maggie Rogers
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Engineering: Other,Material Science and Engineering ,,"53,572",43.993,-102.2416,pineapple,dog,Yes,no preference,No,Lady - Hear Me Tonight by Modjo 
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,19,Engineering: Biomedical,,,"53,706",44.9778,-93.265,none (just cheese),dog,Yes,night owl,Yes,Cherry-coloured Funk Cocteau Twins
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Engineering: Other,,,"53,703",42.36,-71.04,pepperoni,dog,Yes,night owl,Yes,perfect places by Lorde
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,22,Statistics,.,.,"53,705",35.1796,129.0756,mushroom,cat,Yes,early bird,No,Blank Space - Taylor Swift
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,18,Other (please provide details below).,Currently undecided,,"53,706",45.9255,6.8698,pineapple,dog,Yes,no preference,Maybe,Location - Playboi Carti
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Science: Biology/Life,Answered in question 4,"Certificates in Data Science, and French.","53,706",39.5696,2.6502,pineapple,cat,Yes,no preference,No,You're Gonna Go Far by Noah Kahan
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Business: Actuarial,,,"53,726",5.4203,100.3119,pepperoni,dog,No,early bird,No,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Engineering: Mechanical,,,"53,706",33.8366,-117.9143,Other,cat,No,night owl,Yes,Life on Mars? David Bowie
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,18,Other (please provide details below).,"I am Undecided, though I am heavily interested in AMEP and Engineering so for the purposes of the survey putting me for either could work.",,"53,706",47.6062,-122.3321,basil/spinach,dog,Yes,no preference,Yes,It was a good day by Ice Cube
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,20,Engineering: Mechanical,,,"53,703",33.634,117.9,pineapple,dog,No,no preference,Yes,Free bird by Lynyrd skynrd
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,19,Business: Actuarial,,Risk Management Insurance,"53,703",46.7429,-94.1524,green pepper,dog,Yes,early bird,No,Why iii Love the Moon - Phony Ppl
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,19,Science: Physics,n/a,n/a,"53,703",47.3769,8.5417,pineapple,dog,Yes,no preference,Yes,"Too late to say goodbye -Cage the Elephant 
+
+or 
+
+Social Cues -Cage the Elephant"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,22,Other (please provide details below).,Economics,Data science,"53,703",41.8781,-87.6298,pineapple,dog,No,night owl,Yes,My little foolish heart --Sheena Ringo
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Data Science,,,"53,706",31.23,121.47,sausage,dog,No,night owl,Yes,The importance of being idle by Oasis
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,21,Business: Actuarial,,,"53,955",27.7455,-82.7464,pepperoni,dog,No,early bird,Yes,Burton St. - OSTON
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Engineering: Mechanical,,,"53,715",25.2048,55.2708,sausage,dog,No,night owl,Yes,Cardigan by Taylor Swift 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,19,Engineering: Other,I am a computer engineer likely switching to data science. ,,"53,792",41.8781,-87.6298,pepperoni,dog,Yes,no preference,No,Northern Attitude Noah Kahan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Engineering: Biomedical,,,"53,706",48.1465,11.5432,Other,neither,No,early bird,Maybe,"Ark: Survival Evolved Extinction Main Theme
+
+Gareth Coker"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,"53,706",38.9072,-77.0369,pepperoni,dog,No,no preference,Yes,Sh-Boom; The Chords
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Business: Finance,,,"53,715",33.4484,-112.074,pepperoni,dog,Yes,early bird,Yes,Scar Tissue / Red Hot Chili Peppers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Engineering: Other,,,"53,562",41.8982,12.486,pepperoni,dog,No,night owl,Maybe,Circo Loco by Drake
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Software engineering,,"53,703",29,106,sausage,neither,No,night owl,Maybe,反方向的钟,Jay Chou
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,20,Business: Other,Marketing,Info systems,"53,528",34.8697,-111.7609,none (just cheese),dog,No,early bird,Maybe,1985 Bowling for Soup
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC001,19,Business: Actuarial,N/A,N/A,"53,706",43.1924,-89.4518,pepperoni,dog,Yes,night owl,Yes,I Need a Hero - Bonnie Tyler 
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"53,706",25.7617,-80.1918,pepperoni,dog,No,night owl,Yes,"""Chicken Fried"" by Zac Brown Band"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,,Engineering: Other,Electrical Engineering ,Data Science Certificate,"53,703",35.117,-89.97,sausage,dog,No,no preference,Maybe,NA
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,20,Business: Actuarial,,RMI,"53,715",23.1291,113.2644,sausage,dog,No,early bird,No,snowfall by Oneheart and reidenshi
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Data Science,,Philosophy,"53,715",-29.8587,31.0218,pepperoni,cat,No,night owl,Yes,Chicago by Michael Jackson
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Mechanical,,Computer Science,"53,706",39.5694,2.6502,pineapple,dog,Yes,early bird,No,"Morocco
+Written By: Moon Taxi"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Science: Other,,,"53,706",21.9748,-159.368,mushroom,dog,Yes,night owl,Yes,"""Everybody Wants to Rule the World"" by Tears for Fears"
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Data Science,,Economics (secondary major),"53,706",13.0827,80.27,none (just cheese),dog,No,night owl,No,"Margaret- Lana del rey 
+
+ "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,18,Science: Biology/Life,,,"53,715",41.8057,123.4315,mushroom,cat,Yes,night owl,Yes,Feel Special by TWICE
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,20,Science: Other,Psychology,Considering a certificate in CS,"53,703",25.033,121.5654,Other,dog,No,no preference,Maybe,No Guidance (feat. Drake) by Chris Brown 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Engineering: Mechanical,,,"53,703",112.9388,28.2282,pineapple,dog,Yes,night owl,Yes,"Lovefool
+
+twocolors"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,21,Engineering: Mechanical,,,"53,703",44.8616,-92.6244,basil/spinach,dog,No,early bird,No,Unsquare Dance by The Dave Brubeck Quartet 
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Engineering: Industrial,-,-,"53,703",46.8182,8.2275,pepperoni,dog,No,early bird,Yes,Build me up buttercup - The Foundations
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,21,Data Science,,,"53,706",30,120,sausage,dog,Yes,no preference,Maybe,country road
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,25,Other (please provide details below).,Information Science (with Data Science certificate) ,,"53,718",39.3817,-84.3695,pepperoni,dog,No,no preference,Maybe,"It isn't one of my favorites, but I think most people know/enjoy Billie Jean by Michael Jackson or Ice Ice Baby by Vanilla Ice. "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,20,Business: Finance,,,"53,703",40.7128,-74.006,sausage,cat,No,no preference,No,The Climb Miley Cyrus
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Biomedical,,,"53,715",47.6485,-90.6709,sausage,cat,No,early bird,Yes,Remember When by Wallows
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Engineering: Industrial,,,"53,706",44.5015,-88.0153,pepperoni,dog,No,no preference,Yes,Lovely Day by Bill Withers
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,N/A,N/A,"53,706",45.2665,-111.2642,pepperoni,dog,No,no preference,No,"Iris, by The Goo Goo Dolls"
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,18,Engineering: Industrial,,,"53,703",39.9,116.4,pepperoni,cat,No,night owl,Maybe,"""I know?"" by Travis Scott"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,18,Engineering: Mechanical,,,"53,706",45.4393,-88.651,sausage,dog,Yes,early bird,Yes,"Blue sky, Electric light orchestra "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Other (please provide details below).,Statistics,Psychology,"53,706",48.8566,2.3522,macaroni/pasta,neither,No,early bird,No,My favorite song is Skin and Bones by David Kushner
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,19,Other (please provide details below).,"Education Studies, but I want a DS minor.",,"53,706",30.5728,104.0668,basil/spinach,cat,No,night owl,Yes,Helpless - Phillipa Soo
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,19,Other (please provide details below).,Statistics,Psychology,"53,706",,2.3522,macaroni/pasta,neither,No,early bird,No,My favorite song is Skin and bones by David Kushner or Beautiful things by Benson Boon
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,"53,706",25.2048,55.2708,none (just cheese),cat,No,early bird,Maybe,Never gonna give you up - rick ashley
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,19,Business: Information Systems,,"Data Science, Information Science","53,706",40.8269,-73.9255,none (just cheese),dog,Yes,early bird,Yes,Do it again- Steely Dan
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,21,Other (please provide details below).,Sociology,,"53,703",-13.532,-71.9675,mushroom,cat,Yes,no preference,No,Fiji Fine (Bren Joy)
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,19,Engineering: Biomedical,,,"53,706",28.6,81.3392,pepperoni,dog,No,no preference,Maybe,Landslide by The Chicks
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Other (please provide details below).,Undecided,,"93,108",35.65,139.83,pineapple,dog,No,early bird,Yes,Paradise - Coldplay
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,19,Business: Information Systems,,"marketing, supply chain","53,715",43.6532,-79.3832,mushroom,dog,No,early bird,No,instant crush by daft punk
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,19,Engineering: Biomedical,,,"53,706",61.15,10.68,mushroom,dog,Yes,night owl,Maybe,Nights by Frank Ocean 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,19,Engineering: Mechanical,,,"53,706",38.5733,-109.5498,mushroom,dog,No,night owl,Maybe,Evangeline- Stephen Sanchez
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Engineering: Mechanical,,,"53,706",48.8647,2.349,none (just cheese),dog,No,night owl,Maybe,Lazy Eye Silversun Pickups
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,18,Data Science,,"Econ, DS","53,706",43.0777,-89.4144,pineapple,cat,Yes,night owl,No,"huh, I like musics like cornfield chase."
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Engineering: Mechanical,,,"53,706",43.6123,-110.7054,sausage,dog,No,night owl,Yes,one thing at a time -morgan wallen
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,19,Other (please provide details below).,Undecided,N/A,"53,706",41.5952,-87.3569,pepperoni,dog,No,no preference,Maybe,She's a Country Music Fan - Wheeler Walker Jr.
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,20,Engineering: Industrial,,,"53,703",35.6895,139.6917,sausage,dog,No,early bird,Yes,Your heart or mine - Jon Pardi
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,18,Engineering: Mechanical,,,"53,706",-53.1638,-70.9171,pineapple,dog,No,night owl,Yes,"Disarm (The Smashing Pumpkins)
+
+Say It Aint So (Weezer)
+
+I Alone (Live)"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,19,Science: Biology/Life,Genetics,Neurobiology,"53,706",44.9778,-93.265,none (just cheese),dog,Yes,night owl,Maybe,Taylor Swift
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Computer Science,,,"53,706",32.7157,117.1611,sausage,dog,No,no preference,Yes,Walkin - Denzel Curry
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,18,Engineering: Other,,,"53,175",38.6303,90.2003,pepperoni,dog,Yes,night owl,Yes,Ain't No Mountain 
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,21,Other (please provide details below).,Political Science,"Philosophy, Economics","53,706",35.7022,139.7741,mushroom,dog,Yes,early bird,Yes,"Megalovania, Toby Fox"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,20,Engineering: Mechanical,,,"55,387",43.07,89.4,sausage,dog,Yes,early bird,Maybe,Skee Yee Sexxy Red
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Statistics,,data science,"53,706",50.9375,6.9603,sausage,cat,Yes,no preference,Yes,Mr Brightside
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,18,Engineering: Mechanical,,,"55,387",43.0722,89.4008,sausage,dog,Yes,no preference,Yes,The final countdown Journey 
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Other,Material Science and Engineering,Mathematics,"53,715",55.6862,12.5765,green pepper,cat,Yes,no preference,Maybe,I Wish by Stevie Wonder
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,18,Engineering: Mechanical,,,"53,706",25,55.5,green pepper,dog,No,early bird,No,Take the Long Way Home - Supertramp
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,18,Engineering: Biomedical,n/a,n/a,"53,706",19.076,72.8777,pineapple,cat,No,night owl,Yes,"This Love, Taylor Swift"
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,19,Engineering: Other,Material Science and Engineering,Mathematics,"53,715",55.6862,12.5765,green pepper,cat,Yes,no preference,Maybe,https://www.youtube.com/watch?v=hYKYka-PNt0
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,18,Science: Physics,,Atmospheric Science,"53,706",44.5133,-88.0133,pepperoni,dog,No,early bird,No,Summer of '69 by Bryan Adams.
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,,Engineering: Biomedical,,,"53,715",43.0731,-89.4012,pepperoni,dog,No,no preference,Maybe,Eyes Without A Face by Billy Idol
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,19,Business: Other,Supply Chain Management,Environmental Studies,"53,703",38.9072,-77.0369,pineapple,dog,No,no preference,Yes,Shatter by Maggie Rogers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,21,Other (please provide details below).,Economics with a Math Emphasis,Data Science Certificate,"53,703",43.8159,-90.5257,pepperoni,cat,No,early bird,Yes,"If it wasn't for trucks, Riley Green"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,24,Business: Finance,,,"53,703",42.3601,-71.0589,pepperoni,neither,No,night owl,No,"Feeling Good
+------------
+
+-Michael Bublé
+--------------"