From f49a90aab797d77e6f55054f9911bdffca072b2e Mon Sep 17 00:00:00 2001
From: Louis Oliphant <ltoliphant@wisc.edu>
Date: Mon, 3 Mar 2025 05:50:17 -0600
Subject: [PATCH] added lec 17 dictionaries 1
---
.../Lec_17_Dictionaries1.ipynb | 644 +++++++++
.../Lec_17_Dictionaries1_Solution.ipynb | 1159 +++++++++++++++++
.../17_Dictionaries1/cs220_survey_data.csv | 979 ++++++++++++++
3 files changed, 2782 insertions(+)
create mode 100644 s25/Louis_Lecture_Notes/17_Dictionaries1/Lec_17_Dictionaries1.ipynb
create mode 100644 s25/Louis_Lecture_Notes/17_Dictionaries1/Lec_17_Dictionaries1_Solution.ipynb
create mode 100644 s25/Louis_Lecture_Notes/17_Dictionaries1/cs220_survey_data.csv
diff --git a/s25/Louis_Lecture_Notes/17_Dictionaries1/Lec_17_Dictionaries1.ipynb b/s25/Louis_Lecture_Notes/17_Dictionaries1/Lec_17_Dictionaries1.ipynb
new file mode 100644
index 0000000..b7b358b
--- /dev/null
+++ b/s25/Louis_Lecture_Notes/17_Dictionaries1/Lec_17_Dictionaries1.ipynb
@@ -0,0 +1,644 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Announcements\n",
+ "\n",
+ "### CS 220 Enrichment Activities\n",
+ "Students interested in working on a real-world data set and learning about the full data processing pipeline?\n",
+ "\n",
+ "Voluntary working groups will learn about data management, data wrangling/processing, modeling, and reporting/communication skills.\n",
+ "\n",
+ "**When: Thursday, March 6th @ 4pm**\n",
+ "\n",
+ "**Where: Computer Science Room 1325**\n",
+ "\n",
+ "\n",
+ "### Resources To Improve In The Course\n",
+ "\n",
+ "* **CS 220 Office Hours** -- As I'm sure you know, you can go to the [course office hours](https://sites.google.com/wisc.edu/cs220-oh-sp25/) to get help with labs and projects.\n",
+ "* **CS Learning Center** -- Offer free [small group tutoring](https://www.cs.wisc.edu/computer-sciences-learning-center-cslc/), not for debugging your programs, but to talk about course concepts.\n",
+ "* **Undergraduate Learning Center** -- Provides tutoring and [academic support](https://engineering.wisc.edu/student-services/undergraduate-learning-center/). They have [drop-in tutoring](https://intranet.engineering.wisc.edu/undergraduate-students/ulc/drop-in-tutoring/)."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Warmup\n",
+ "\n",
+ "Make sure you at least do Warmup 1, 2, and 5 because we will be using the survey data today and need the `cell()` function."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import csv\n",
+ "# Warmup 1: Read in the file 'cs220_survey_data.csv' into a list of lists\n",
+ "\n",
+ "# source: Automate the Boring Stuff with Python Ch 12\n",
+ "def process_csv(filename):\n",
+ " exampleFile = open(filename, encoding=\"utf-8\") \n",
+ " exampleReader = csv.reader(exampleFile) \n",
+ " exampleData = list(exampleReader) \n",
+ " exampleFile.close() \n",
+ " return exampleData\n",
+ "\n",
+ "cs220_csv = process_csv(\"cs220_survey_data.csv\") # change this\n",
+ "\n",
+ "#TODO: show the length of this list of lists \n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Warmup 2: store the first row in a variable called header and the rest in data\n",
+ "cs220_header = ..\n",
+ "print(cs220_header)\n",
+ "\n",
+ "cs220_data = ...\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Warmup 4: show the last 3 rows of data\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Warmup 5: Finish writing the count_col_frequency function\n",
+ "\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",
+ " if \".\" in val:\n",
+ " return None\n",
+ " return int(val)\n",
+ " elif col_name == 'Latitude' or col_name == 'Longitude':\n",
+ " return float(val)\n",
+ " else:\n",
+ " return val\n",
+ "\n",
+ "\n",
+ "def count_col_frequency(value, col_name, indexes=None):\n",
+ " ''' returns the frequency of value in col_name for the rows in indexes.\n",
+ " if indexes is None then looks at all rows.'''\n",
+ " if indexes==None:\n",
+ " indexes = list(range(len(cs220_data)))\n",
+ " count = 0\n",
+ " \n",
+ " #TODO: finish writing this function\n",
+ " \n",
+ " return count\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#test your function\n",
+ "count_col_frequency(\"pepperoni\", \"Pizza Topping\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Warmup 6: Think about it: Is there an easy way to count *every* topping frequency? \n",
+ "pepperoni_count = count_col_frequency(\"pepperoni\", \"Pizza Topping\")\n",
+ "sausage_count = count_col_frequency(\"sausage\", \"Pizza Topping\")\n",
+ "basil_spinach_count = count_col_frequency(\"basil/spinach\", \"Pizza Topping\")\n",
+ "print(pepperoni_count)\n",
+ "print(sausage_count)\n",
+ "print(basil_spinach_count)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Dictionaries\n",
+ "\n",
+ "## Reading\n",
+ "\n",
+ "- [Downey Ch 11 (\"A Dictionary is a Mapping\" through \"Looping and Dictionaries\")](https://greenteapress.com/thinkpython2/html/thinkpython2012.html)\n",
+ "- [Python for Everybody, 10.1 - 10.7](https://runestone.academy/ns/books/published/py4e-int/dictionaries/toctree.html)\n",
+ "\n",
+ "## Learning Objectives\n",
+ "After this lecture you will be able to...\n",
+ "- Use correct dictionary syntax to:\n",
+ " - Create a dictionary using either {} or dict()\n",
+ " - Lookup, insert, update, and pop key/value pairs\n",
+ "- Use a for loop, the in operator, and common methods when working with dictionaries.\n",
+ "- Write code that uses a dictionary\n",
+ " - to store frequencies\n",
+ " - to iterate through all key/value pairs"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Dictionary Data Type\n",
+ "\n",
+ "As we are getting more sophisticated in this course, its time to define...\n",
+ "\n",
+ "### Data Structure <br>\n",
+ "\n",
+ "a data structure is a collection of data values, the relationships among them, and the functions or operations that can be applied to the data (Wikipedia)\n",
+ "\n",
+ "Python contains built-in Data Structures called Collections. Today you will learn how to store data in Dictionaries. \n",
+ "\n",
+ "### Dictionary\n",
+ "\n",
+ "**A dictionary is like a list, but more general. In a list, the indices have to be integers; but a dictionary they can be any <u>immutable</u> type.**\n",
+ "\n",
+ "You can think of a dictionary as a mapping between a set of indices (which are called keys) and a set of values. Each key maps to a value. The association of a key and a value is called a key-value pair or sometimes an item. \n",
+ "\n",
+ "(from Think Python, Chapter 11)\n",
+ "\n",
+ "The term **dictionary** is a useful one because it is similar to a language dictionary. A language dictionary has terms and their definitions. A Python dictionary has keys and the values associated with the keys."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# a dictionary that stores prices of bakery items\n",
+ "# create a dictionary of key/value pairs\n",
+ "# notice the curly brackets\n",
+ "# notice it can span over more than one line, indenting doesn't matter\n",
+ "price_dict = { 'pie': 3.95, \n",
+ " 'ala mode':1.50, \n",
+ " 'donut': 1.25,\n",
+ " 'muffin': 2.25,\n",
+ " 'brownie': 3.15,\n",
+ " 'cookie': 0.79, 'milk':1.65, 'loaf': 5.99,\n",
+ " 'hot dog': 4.99} # feel free to add some of your own here\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# print the length of the dictionary\n",
+ "print(len(price_dict)) # number of key/value pairs\n",
+ "\n",
+ "#get the price for a certain item\n",
+ "print(price_dict['loaf']) # value of dict [ key]\n",
+ "\n",
+ "#get the price for donut\n",
+ "print(price_dict['donut'])\n",
+ "\n",
+ "# what's wrong with this line? \n",
+ "print(price_dict[1.25]) # No keys are 1.25 -- that is the value\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Dictionaries are Mutable\n",
+ "\n",
+ "Just like a list, you can and remove items from a dictionary and you can change the values that are stored in a dictionary.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# add a new key/value pair using [ ] notation\n",
+ "price_dict['donut'] = 2.50\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# change the value associated with a key....syntax is like add\n",
+ "price_dict['donut'] = 2.25\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# use pop to delete a key/value pair\n",
+ "price_dict.pop('hot dog') # or del(price_dict['hot dog'])\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# delete another key/value pair using del()\n",
+ "del(price_dict['cookie'])\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# try deleting something that is not there\n",
+ "price_dict.pop('pizza')\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# fix this with an if statement\n",
+ "if 'pizza' in price_dict: # safe programming, check before popping. 'in' checks the keys\n",
+ " price_dict.pop('pizza')\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## A dictionary's `.keys()` and `.values()` methods\n",
+ "\n",
+ "Like other data types, a dictionary has its own set of methods. The `.keys()` and `.values()` methods can be used to return just that portion of the dictionary. You can read more about a dictionaries methods at [W3schools](https://www.w3schools.com/python/python_ref_dictionary.asp)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# get all keys and convert to a list\n",
+ "keys = list(price_dict.keys())\n",
+ "print(keys)\n",
+ "\n",
+ "sum_of_groc = 0\n",
+ "for key in keys:\n",
+ " sum_of_groc += price_dict[key]\n",
+ "print(sum_of_groc)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# get all values and convert to a list\n",
+ "values = list(price_dict.values())\n",
+ "print(values)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# use 'in' price_dict, price_dict.keys(), price_dict.values()\n",
+ "print(price_dict)\n",
+ "print('donut' in price_dict) # default is to check the keys\n",
+ "print(3.95 in price_dict) # default is NOT values # FALSE\n",
+ "print('muffin' in price_dict.keys()) # can call out the keys\n",
+ "print(3.95 in price_dict.values()) # can check the values"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Common uses of Dictionaries\n",
+ "\n",
+ "Dictionaries can be a very useful data structure. In Python, you would typically use a dictionary when you need to store data where each element is associated with a unique key, allowing for quick lookups and retrieval of specific values based on those keys; this is ideal for problems like mapping words to their definitions, storing user data with unique identifiers, or associating items in a game with their properties.\n",
+ "\n",
+ "Take a look at the following examples that use dictionaries."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Example 1: given a list of items, find the total cost of the order\n",
+ "order = ['pie', 'donut', 'milk', 'cookie', 'tofu'] # add more items to the order\n",
+ "print(order)\n",
+ "\n",
+ "total_cost = 0\n",
+ "for item in order:\n",
+ " if item in price_dict:\n",
+ " total_cost += price_dict[item]\n",
+ " else:\n",
+ " print(item + \" is not in our prices!\")\n",
+ " \n",
+ "# find the total of the items in the order\n",
+ "print (\"Your total is ${:.2f}\".format(total_cost))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Example 2a: find the frequency of characters in a sentence\n",
+ "\n",
+ "# start with an empty dictionary\n",
+ "letter_freq = {} # populate this, with the letters find\n",
+ "# letter_freq = dict() # other way\n",
+ "\n",
+ "sentence = \"A data structure is a collection of data values, the relationships among them, and the functions or operations that can be applied to the data.\"\n",
+ "\n",
+ "for letter in sentence:\n",
+ " letter = letter.lower()\n",
+ " if not letter in letter_freq:\n",
+ " letter_freq[letter] = 1\n",
+ " else:\n",
+ " letter_freq[letter] += 1\n",
+ "\n",
+ "letter_freq\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Example 2b: find the letter that occurred the most\n",
+ "# HINT: Use the dictionary above.\n",
+ "most_used_key = None \n",
+ "max_usage = 0\n",
+ "for current_key in letter_freq:\n",
+ " if most_used_key == None:\n",
+ " most_used_key = current_key\n",
+ " max_usage = letter_freq[current_key]\n",
+ " else:\n",
+ " if max_usage < letter_freq[current_key] and current_key.isalpha():\n",
+ " most_used_key = current_key\n",
+ " max_usage = letter_freq[current_key]\n",
+ " \n",
+ "\n",
+ "print(\"The character '{}' appeared {} times\".format(str(most_used_key), max_usage))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# think about it... why not use for i in range?\n",
+ "\n",
+ "for i in range(len(letter_freq)): # this is NOT how we iterate over a dictionary\n",
+ " print(i)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Recall: survey data\n",
+ "cs220_data[-1]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## You Try It\n",
+ "\n",
+ "Finish the code in the cell below to find the counts of all of the majors"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Example 3a. Same as 2a above (find frequency of letter),\n",
+ "# but use the survey_data to find the frequency of the different majors\n",
+ "major_freq = dict() # another way to make a dictionary\n",
+ "for i in range(len(cs220_data)):\n",
+ " major = cell(i,'Primary Major')\n",
+ " ##TODO finish the code here\n",
+ "\n",
+ "major_freq"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Make It A Helper Function\n",
+ "\n",
+ "Getting a frequency table is so common, let's make it a helper function and then use it to answer some common questions.\n",
+ "\n",
+ "Finish the function definition in the cell below."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def get_frequency_distribution(col_name,indexes=None):\n",
+ " \"\"\"returns a dictionary of values in col_name and their frequencies.\n",
+ " If indexes is None then looks at all rows otherwise only looks at the rows in indexes\n",
+ " \"\"\"\n",
+ " if indexes == None:\n",
+ " indexes = list(range(len(cs220_data)))\n",
+ " ret_value = {}\n",
+ " for i in indexes:\n",
+ " val = cell(i,col_name)\n",
+ " ##TODO if val is a key in ret_value then increment the associated value\n",
+ " ## otherwise add the val as a key with 1 as the associated value\n",
+ " return ret_value"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Use The `get_frequency_distribution()` function\n",
+ "\n",
+ "Use the `get_frequencey_distribution()` function to answer the questions in the cells below."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "##TODO: Are there more runners or non-runners who filled out the survey?\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "##TODO: Are there more early birds or night owls who filled out the survey?\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "##TODO: What is the most popular major and how many are in that major who filled out the survey?\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ " def filter_match(col_name,col_value,indexes=None):\n",
+ " if indexes == None:\n",
+ " indexes = list(range(len(cs220_data)))\n",
+ " ret_value = []\n",
+ " for i in indexes:\n",
+ " val = cell(i,col_name)\n",
+ " if col_value == val:\n",
+ " ret_value.append(i)\n",
+ " return ret_value"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Now combine the use of the `get_frequency_distribution()` with the `filter_match()` function which we created last time to answer a few more questions."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "##TODO: Of those who run, what is the distribution of sleep habbits?\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "##TODO: Of those who do not run, what is the distribution of sleep habbits?\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "##TODO: Are procrastinators more common among dog lovers or cat lovers?\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Summary\n",
+ "\n",
+ "We have practiced creating **dictionaries**, adding and removing key-value pairs from the dictionaries, accessing values by using the associated key, and iterating over the keys of a dictionary to find a specific value (e.g. the largest value)."
+ ]
+ }
+ ],
+ "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": "3.12.2"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s25/Louis_Lecture_Notes/17_Dictionaries1/Lec_17_Dictionaries1_Solution.ipynb b/s25/Louis_Lecture_Notes/17_Dictionaries1/Lec_17_Dictionaries1_Solution.ipynb
new file mode 100644
index 0000000..b7b83ed
--- /dev/null
+++ b/s25/Louis_Lecture_Notes/17_Dictionaries1/Lec_17_Dictionaries1_Solution.ipynb
@@ -0,0 +1,1159 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Warmup\n",
+ "\n",
+ "Make sure you at least do Warmup 1, 2, and 5 because we will be using the survey data today and need the `cell()` function."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "936\n"
+ ]
+ }
+ ],
+ "source": [
+ "import csv\n",
+ "# Warmup 1: Read in the file 'cs220_survey_data.csv' into a list of lists\n",
+ "\n",
+ "# source: Automate the Boring Stuff with Python Ch 12\n",
+ "def process_csv(filename):\n",
+ " exampleFile = open(filename, encoding=\"utf-8\") \n",
+ " exampleReader = csv.reader(exampleFile) \n",
+ " exampleData = list(exampleReader) \n",
+ " exampleFile.close() \n",
+ " return exampleData\n",
+ "\n",
+ "cs220_csv = process_csv(\"cs220_survey_data.csv\") # change this\n",
+ "\n",
+ "#TODO: show the length of this list of lists \n",
+ "print(len(cs220_csv))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "['Section', 'Lecture', 'Printed Copy', 'Age', 'Primary Major', 'Other Majors', 'Secondary Majors', 'Zip Code', 'Latitude', 'Longitude', 'Data Science Major', 'Pizza Topping', 'Cats or Dogs', 'Runner', 'Sleep Habit', 'Procrastinator', 'Song']\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Warmup 2: store the first row in a variable called header and the rest in data\n",
+ "cs220_header = cs220_csv[0]\n",
+ "print(cs220_header)\n",
+ "\n",
+ "cs220_data = cs220_csv[1:]\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "[['COMP SCI 220:LAB336, COMP SCI 220:LEC003',\n",
+ " 'LEC003',\n",
+ " 'Yes',\n",
+ " '18',\n",
+ " 'Business: Finance',\n",
+ " '',\n",
+ " '',\n",
+ " '53711',\n",
+ " '21.307',\n",
+ " '-157.858',\n",
+ " 'Maybe',\n",
+ " 'pepperoni',\n",
+ " 'cat',\n",
+ " 'No',\n",
+ " 'no preference',\n",
+ " 'Maybe',\n",
+ " 'Burn, Burn Burn - Zach Bryan'],\n",
+ " ['COMP SCI 220:LAB331, COMP SCI 220:LEC003',\n",
+ " 'LEC003',\n",
+ " 'Yes',\n",
+ " '18',\n",
+ " 'Other (please provide details below).',\n",
+ " 'Computer Science\\n\\n\\xa0',\n",
+ " 'Data Science\\n\\n\\xa0',\n",
+ " '53706',\n",
+ " '21.3069',\n",
+ " '-157.8583',\n",
+ " 'Yes',\n",
+ " 'pepperoni',\n",
+ " 'dog',\n",
+ " 'Yes',\n",
+ " 'early bird',\n",
+ " 'Yes',\n",
+ " 'G.O.A.T. by Diljit Dosanjh'],\n",
+ " ['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+ " 'LEC002',\n",
+ " 'Yes',\n",
+ " '25',\n",
+ " 'Computer Science',\n",
+ " '',\n",
+ " '',\n",
+ " '53703',\n",
+ " '35.1796',\n",
+ " '129.0756',\n",
+ " 'No',\n",
+ " 'sausage',\n",
+ " 'dog',\n",
+ " 'Yes',\n",
+ " 'night owl',\n",
+ " 'No',\n",
+ " 'Dog Days Are Over, Florence + The Machine']]"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Warmup 4: show the last 3 rows of data\n",
+ "cs220_data[-3:]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Warmup 5: Finish writing the count_col_frequency function\n",
+ "\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",
+ " if \".\" in val:\n",
+ " return None\n",
+ " return int(val)\n",
+ " elif col_name == 'Latitude' or col_name == 'Longitude':\n",
+ " return float(val)\n",
+ " else:\n",
+ " return val\n",
+ "\n",
+ "\n",
+ "def count_col_frequency(value, col_name, indexes=None):\n",
+ " ''' returns the frequency of value in col_name for the rows in indexes.\n",
+ " if indexes is None then looks at all rows.'''\n",
+ " if indexes==None:\n",
+ " indexes = list(range(len(cs220_data)))\n",
+ " count = 0\n",
+ " \n",
+ " for i in indexes:\n",
+ " val = cell(i,col_name)\n",
+ " if val == value:\n",
+ " count+=1\n",
+ " \n",
+ " return count\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "328"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#test your function\n",
+ "count_col_frequency(\"pepperoni\", \"Pizza Topping\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "328\n",
+ "178\n",
+ "61\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Warmup 6: Think about it: Is there an easy way to count *every* topping frequency? \n",
+ "pepperoni_count = count_col_frequency(\"pepperoni\", \"Pizza Topping\")\n",
+ "sausage_count = count_col_frequency(\"sausage\", \"Pizza Topping\")\n",
+ "basil_spinach_count = count_col_frequency(\"basil/spinach\", \"Pizza Topping\")\n",
+ "print(pepperoni_count)\n",
+ "print(sausage_count)\n",
+ "print(basil_spinach_count)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Dictionaries\n",
+ "\n",
+ "## Reading\n",
+ "\n",
+ "- [Downey Ch 11 (\"A Dictionary is a Mapping\" through \"Looping and Dictionaries\")](https://greenteapress.com/thinkpython2/html/thinkpython2012.html)\n",
+ "- [Python for Everybody, 10.1 - 10.7](https://runestone.academy/ns/books/published/py4e-int/dictionaries/toctree.html)\n",
+ "\n",
+ "## Learning Objectives\n",
+ "After this lecture you will be able to...\n",
+ "- Use correct dictionary syntax to:\n",
+ " - Create a dictionary using either {} or dict()\n",
+ " - Lookup, insert, update, and pop key/value pairs\n",
+ "- Use a for loop, the in operator, and common methods when working with dictionaries.\n",
+ "- Write code that uses a dictionary\n",
+ " - to store frequencies\n",
+ " - to iterate through all key/value pairs"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Dictionary Data Type\n",
+ "\n",
+ "As we are getting more sophisticated in this course, its time to define...\n",
+ "\n",
+ "### Data Structure <br>\n",
+ "\n",
+ "a data structure is a collection of data values, the relationships among them, and the functions or operations that can be applied to the data (Wikipedia)\n",
+ "\n",
+ "Python contains built-in Data Structures called Collections. Today you will learn how to store data in Dictionaries. \n",
+ "\n",
+ "### Dictionary\n",
+ "\n",
+ "**A dictionary is like a list, but more general. In a list, the indices have to be integers; but a dictionary they can be any <u>immutable</u> type.**\n",
+ "\n",
+ "You can think of a dictionary as a mapping between a set of indices (which are called keys) and a set of values. Each key maps to a value. The association of a key and a value is called a key-value pair or sometimes an item. \n",
+ "\n",
+ "(from Think Python, Chapter 11)\n",
+ "\n",
+ "The term **dictionary** is a useful one because it is similar to a language dictionary. A language dictionary has terms and their definitions. A Python dictionary has keys and the values associated with the keys."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'pie': 3.95,\n",
+ " 'ala mode': 1.5,\n",
+ " 'donut': 1.25,\n",
+ " 'muffin': 2.25,\n",
+ " 'brownie': 3.15,\n",
+ " 'cookie': 0.79,\n",
+ " 'milk': 1.65,\n",
+ " 'loaf': 5.99,\n",
+ " 'hot dog': 4.99}"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# a dictionary that stores prices of bakery items\n",
+ "# create a dictionary of key/value pairs\n",
+ "# notice the curly brackets\n",
+ "# notice it can span over more than one line, indenting doesn't matter\n",
+ "price_dict = { 'pie': 3.95, \n",
+ " 'ala mode':1.50, \n",
+ " 'donut': 1.25,\n",
+ " 'muffin': 2.25,\n",
+ " 'brownie': 3.15,\n",
+ " 'cookie': 0.79, 'milk':1.65, 'loaf': 5.99,\n",
+ " 'hot dog': 4.99} # feel free to add some of your own here\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "9\n",
+ "5.99\n",
+ "1.25\n"
+ ]
+ },
+ {
+ "ename": "KeyError",
+ "evalue": "1.25",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[8], line 11\u001b[0m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28mprint\u001b[39m(price_dict[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdonut\u001b[39m\u001b[38;5;124m'\u001b[39m])\n\u001b[1;32m 10\u001b[0m \u001b[38;5;66;03m# what's wrong with this line? \u001b[39;00m\n\u001b[0;32m---> 11\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[43mprice_dict\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m1.25\u001b[39;49m\u001b[43m]\u001b[49m)\n",
+ "\u001b[0;31mKeyError\u001b[0m: 1.25"
+ ]
+ }
+ ],
+ "source": [
+ "# print the length of the dictionary\n",
+ "print(len(price_dict)) # number of key/value pairs\n",
+ "\n",
+ "#get the price for a certain item\n",
+ "print(price_dict['loaf']) # value of dict [ key]\n",
+ "\n",
+ "#get the price for donut\n",
+ "print(price_dict['donut'])\n",
+ "\n",
+ "# what's wrong with this line? \n",
+ "print(price_dict[1.25]) # No keys are 1.25 -- that is the value\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Dictionaries are Mutable\n",
+ "\n",
+ "Just like a list, you can and remove items from a dictionary and you can change the values that are stored in a dictionary.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'pie': 3.95,\n",
+ " 'ala mode': 1.5,\n",
+ " 'donut': 2.5,\n",
+ " 'muffin': 2.25,\n",
+ " 'brownie': 3.15,\n",
+ " 'cookie': 0.79,\n",
+ " 'milk': 1.65,\n",
+ " 'loaf': 5.99,\n",
+ " 'hot dog': 4.99}"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# add a new key/value pair using [ ] notation\n",
+ "price_dict['donut'] = 2.50\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'pie': 3.95,\n",
+ " 'ala mode': 1.5,\n",
+ " 'donut': 2.25,\n",
+ " 'muffin': 2.25,\n",
+ " 'brownie': 3.15,\n",
+ " 'cookie': 0.79,\n",
+ " 'milk': 1.65,\n",
+ " 'loaf': 5.99,\n",
+ " 'hot dog': 4.99}"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# change the value associated with a key....syntax is like add\n",
+ "price_dict['donut'] = 2.25\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'pie': 3.95,\n",
+ " 'ala mode': 1.5,\n",
+ " 'donut': 2.25,\n",
+ " 'muffin': 2.25,\n",
+ " 'brownie': 3.15,\n",
+ " 'cookie': 0.79,\n",
+ " 'milk': 1.65,\n",
+ " 'loaf': 5.99}"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# use pop to delete a key/value pair\n",
+ "price_dict.pop('hot dog') # or del(price_dict['hot dog'])\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'pie': 3.95,\n",
+ " 'ala mode': 1.5,\n",
+ " 'donut': 2.25,\n",
+ " 'muffin': 2.25,\n",
+ " 'brownie': 3.15,\n",
+ " 'milk': 1.65,\n",
+ " 'loaf': 5.99}"
+ ]
+ },
+ "execution_count": 12,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# delete another key/value pair using del()\n",
+ "del(price_dict['cookie'])\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "KeyError",
+ "evalue": "'pizza'",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[13], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m# try deleting something that is not there\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m \u001b[43mprice_dict\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpop\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mpizza\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3\u001b[0m price_dict\n",
+ "\u001b[0;31mKeyError\u001b[0m: 'pizza'"
+ ]
+ }
+ ],
+ "source": [
+ "# try deleting something that is not there\n",
+ "price_dict.pop('pizza')\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'pie': 3.95,\n",
+ " 'ala mode': 1.5,\n",
+ " 'donut': 2.25,\n",
+ " 'muffin': 2.25,\n",
+ " 'brownie': 3.15,\n",
+ " 'milk': 1.65,\n",
+ " 'loaf': 5.99}"
+ ]
+ },
+ "execution_count": 14,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# fix this with an if statement\n",
+ "if 'pizza' in price_dict: # safe programming, check before popping. 'in' checks the keys\n",
+ " price_dict.pop('pizza')\n",
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## A dictionary's `.keys()` and `.values()` methods\n",
+ "\n",
+ "Like other data types, a dictionary has its own set of methods. The `.keys()` and `.values()` methods can be used to return just that portion of the dictionary. You can read more about a dictionaries methods at [W3schools](https://www.w3schools.com/python/python_ref_dictionary.asp)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "['pie', 'ala mode', 'donut', 'muffin', 'brownie', 'milk', 'loaf']\n",
+ "20.740000000000002\n"
+ ]
+ }
+ ],
+ "source": [
+ "# get all keys and convert to a list\n",
+ "keys = list(price_dict.keys())\n",
+ "print(keys)\n",
+ "\n",
+ "sum_of_groc = 0\n",
+ "for key in keys:\n",
+ " sum_of_groc += price_dict[key]\n",
+ "print(sum_of_groc)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "[3.95, 1.5, 2.25, 2.25, 3.15, 1.65, 5.99]\n"
+ ]
+ }
+ ],
+ "source": [
+ "# get all values and convert to a list\n",
+ "values = list(price_dict.values())\n",
+ "print(values)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'pie': 3.95,\n",
+ " 'ala mode': 1.5,\n",
+ " 'donut': 2.25,\n",
+ " 'muffin': 2.25,\n",
+ " 'brownie': 3.15,\n",
+ " 'milk': 1.65,\n",
+ " 'loaf': 5.99}"
+ ]
+ },
+ "execution_count": 17,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'pie': 3.95, 'ala mode': 1.5, 'donut': 2.25, 'muffin': 2.25, 'brownie': 3.15, 'milk': 1.65, 'loaf': 5.99}\n",
+ "True\n",
+ "False\n",
+ "True\n",
+ "True\n"
+ ]
+ }
+ ],
+ "source": [
+ "# use 'in' price_dict, price_dict.keys(), price_dict.values()\n",
+ "print(price_dict)\n",
+ "print('donut' in price_dict) # default is to check the keys\n",
+ "print(3.95 in price_dict) # default is NOT values # FALSE\n",
+ "print('muffin' in price_dict.keys()) # can call out the keys\n",
+ "print(3.95 in price_dict.values()) # can check the values"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Common uses of Dictionaries\n",
+ "\n",
+ "Dictionaries can be a very useful data structure. In Python, you would typically use a dictionary when you need to store data where each element is associated with a unique key, allowing for quick lookups and retrieval of specific values based on those keys; this is ideal for problems like mapping words to their definitions, storing user data with unique identifiers, or associating items in a game with their properties.\n",
+ "\n",
+ "Take a look at the following examples that use dictionaries."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'pie': 3.95,\n",
+ " 'ala mode': 1.5,\n",
+ " 'donut': 2.25,\n",
+ " 'muffin': 2.25,\n",
+ " 'brownie': 3.15,\n",
+ " 'milk': 1.65,\n",
+ " 'loaf': 5.99}"
+ ]
+ },
+ "execution_count": 19,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "price_dict"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "['pie', 'donut', 'milk', 'cookie', 'tofu']\n",
+ "cookie is not in our prices!\n",
+ "tofu is not in our prices!\n",
+ "Your total is $7.85\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Example 1: given a list of items, find the total cost of the order\n",
+ "order = ['pie', 'donut', 'milk', 'cookie', 'tofu'] # add more items to the order\n",
+ "print(order)\n",
+ "\n",
+ "total_cost = 0\n",
+ "for item in order:\n",
+ " if item in price_dict:\n",
+ " total_cost += price_dict[item]\n",
+ " else:\n",
+ " print(item + \" is not in our prices!\")\n",
+ " \n",
+ "# find the total of the items in the order\n",
+ "print (\"Your total is ${:.2f}\".format(total_cost))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'a': 16,\n",
+ " ' ': 24,\n",
+ " 'd': 5,\n",
+ " 't': 16,\n",
+ " 's': 7,\n",
+ " 'r': 5,\n",
+ " 'u': 4,\n",
+ " 'c': 5,\n",
+ " 'e': 11,\n",
+ " 'i': 7,\n",
+ " 'o': 10,\n",
+ " 'l': 5,\n",
+ " 'n': 8,\n",
+ " 'f': 2,\n",
+ " 'v': 1,\n",
+ " ',': 2,\n",
+ " 'h': 6,\n",
+ " 'p': 4,\n",
+ " 'm': 2,\n",
+ " 'g': 1,\n",
+ " 'b': 1,\n",
+ " '.': 1}"
+ ]
+ },
+ "execution_count": 21,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Example 2a: find the frequency of characters in a sentence\n",
+ "\n",
+ "# start with an empty dictionary\n",
+ "letter_freq = {} # populate this, with the letters find\n",
+ "# letter_freq = dict() # other way\n",
+ "\n",
+ "sentence = \"A data structure is a collection of data values, the relationships among them, and the functions or operations that can be applied to the data.\"\n",
+ "\n",
+ "for letter in sentence:\n",
+ " letter = letter.lower()\n",
+ " if not letter in letter_freq:\n",
+ " letter_freq[letter] = 1\n",
+ " else:\n",
+ " letter_freq[letter] += 1\n",
+ "\n",
+ "letter_freq\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The character 'a' appeared 16 times\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Example 2b: find the letter that occurred the most\n",
+ "# HINT: Use the dictionary above.\n",
+ "most_used_key = None \n",
+ "max_usage = 0\n",
+ "for current_key in letter_freq:\n",
+ " if most_used_key == None:\n",
+ " most_used_key = current_key\n",
+ " max_usage = letter_freq[current_key]\n",
+ " else:\n",
+ " if max_usage < letter_freq[current_key] and current_key.isalpha():\n",
+ " most_used_key = current_key\n",
+ " max_usage = letter_freq[current_key]\n",
+ " \n",
+ "\n",
+ "print(\"The character '{}' appeared {} times\".format(str(most_used_key), max_usage))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "0\n",
+ "1\n",
+ "2\n",
+ "3\n",
+ "4\n",
+ "5\n",
+ "6\n",
+ "7\n",
+ "8\n",
+ "9\n",
+ "10\n",
+ "11\n",
+ "12\n",
+ "13\n",
+ "14\n",
+ "15\n",
+ "16\n",
+ "17\n",
+ "18\n",
+ "19\n",
+ "20\n",
+ "21\n"
+ ]
+ }
+ ],
+ "source": [
+ "# think about it... why not use for i in range?\n",
+ "\n",
+ "for i in range(len(letter_freq)): # this is NOT how we iterate over a dictionary\n",
+ " print(i)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "['COMP SCI 220:LEC002, COMP SCI 220:LAB321',\n",
+ " 'LEC002',\n",
+ " 'Yes',\n",
+ " '25',\n",
+ " 'Computer Science',\n",
+ " '',\n",
+ " '',\n",
+ " '53703',\n",
+ " '35.1796',\n",
+ " '129.0756',\n",
+ " 'No',\n",
+ " 'sausage',\n",
+ " 'dog',\n",
+ " 'Yes',\n",
+ " 'night owl',\n",
+ " 'No',\n",
+ " 'Dog Days Are Over, Florence + The Machine']"
+ ]
+ },
+ "execution_count": 24,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Recall: survey data\n",
+ "cs220_data[-1]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## You Try It\n",
+ "\n",
+ "Finish the code in the cell below to find the counts of all of the majors"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'Engineering: Other': 19,\n",
+ " 'Business: Finance': 37,\n",
+ " 'Science: Biology/Life': 34,\n",
+ " 'Data Science': 185,\n",
+ " 'Engineering: Industrial': 64,\n",
+ " 'Computer Science': 54,\n",
+ " 'Engineering: Mechanical': 196,\n",
+ " 'Mathematics/AMEP': 24,\n",
+ " 'Other (please provide details below).': 130,\n",
+ " 'Business: Information Systems': 25,\n",
+ " 'Science: Other': 22,\n",
+ " 'Science: Physics': 18,\n",
+ " 'Statistics': 44,\n",
+ " 'Business: Actuarial': 11,\n",
+ " 'Engineering: Biomedical': 45,\n",
+ " 'Science: Chemistry': 5,\n",
+ " 'Business: Other': 20,\n",
+ " 'Languages': 2}"
+ ]
+ },
+ "execution_count": 27,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Example 3a. Same as 2a above (find frequency of letter),\n",
+ "# but use the survey_data to find the frequency of the different majors\n",
+ "major_freq = dict() # another way to make a dictionary\n",
+ "for i in range(len(cs220_data)):\n",
+ " major = cell(i,'Primary Major')\n",
+ " if major in major_freq:\n",
+ " major_freq[major]+=1\n",
+ " else:\n",
+ " major_freq[major]=1\n",
+ "major_freq"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Make It A Helper Function\n",
+ "\n",
+ "Getting a frequency table is so common, let's make it a helper function and then use it to answer some common questions.\n",
+ "\n",
+ "Finish the function definition in the cell below."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def get_frequency_distribution(col_name,indexes=None):\n",
+ " \"\"\"returns a dictionary of values in col_name and their frequencies.\n",
+ " If indexes is None then looks at all rows otherwise only looks at the rows in indexes\n",
+ " \"\"\"\n",
+ " if indexes == None:\n",
+ " indexes = list(range(len(cs220_data)))\n",
+ " ret_value = {}\n",
+ " for i in indexes:\n",
+ " val = cell(i,col_name)\n",
+ " if val in ret_value:\n",
+ " ret_value[val]+=1\n",
+ " else:\n",
+ " ret_value[val]=1\n",
+ " return ret_value"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Use The `get_frequency_distribution()` function\n",
+ "\n",
+ "Use the `get_frequencey_distribution()` function to answer the questions in the cells below."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'No': 536, 'Yes': 397, None: 1, '0': 1}"
+ ]
+ },
+ "execution_count": 29,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "##TODO: Are there more runners or non-runners who filled out the survey?\n",
+ "get_frequency_distribution('Runner')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'night owl': 504, 'no preference': 195, 'early bird': 233, None: 2, '0': 1}"
+ ]
+ },
+ "execution_count": 32,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "##TODO: Are there more early birds or night owls who filled out the survey?\n",
+ "get_frequency_distribution('Sleep Habit')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 35,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Most popular major is Engineering: Mechanical with 196 count.\n"
+ ]
+ }
+ ],
+ "source": [
+ "##TODO: What is the most popular major and how many are in that major who filled out the survey?\n",
+ "major_freq = get_frequency_distribution('Primary Major')\n",
+ "mp_major = None\n",
+ "mp_count = 0\n",
+ "for major in major_freq:\n",
+ " if mp_major==None or major_freq[major] > mp_count:\n",
+ " mp_count = major_freq[major]\n",
+ " mp_major=major\n",
+ "print(\"Most popular major is {} with {} count.\".format(mp_major,mp_count))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 36,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ " def filter_match(col_name,col_value,indexes=None):\n",
+ " if indexes == None:\n",
+ " indexes = list(range(len(cs220_data)))\n",
+ " ret_value = []\n",
+ " for i in indexes:\n",
+ " val = cell(i,col_name)\n",
+ " if col_value == val:\n",
+ " ret_value.append(i)\n",
+ " return ret_value"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Now combine the use of the `get_frequency_distribution()` with the `filter_match()` function which we created last time to answer a few more questions."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 37,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'no preference': 90, 'night owl': 178, 'early bird': 129}"
+ ]
+ },
+ "execution_count": 37,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "##TODO: Of those who run, what is the distribution of sleep habbits?\n",
+ "runners=filter_match('Runner','Yes')\n",
+ "get_frequency_distribution('Sleep Habit',runners)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 38,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'night owl': 326, 'early bird': 104, 'no preference': 105, None: 1}"
+ ]
+ },
+ "execution_count": 38,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "##TODO: Of those who do not run, what is the distribution of sleep habbits?\n",
+ "nonrunners=filter_match('Runner','No')\n",
+ "get_frequency_distribution('Sleep Habit',nonrunners)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 47,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "DOG: 335 / 613 0.5464926590538336\n",
+ "CAT: 151 / 257 0.5875486381322957\n",
+ "It looks like cat lovers are slighly higher procrastinators than dog lovers\n"
+ ]
+ }
+ ],
+ "source": [
+ "##TODO: Are procrastinators more common among dog lovers or cat lovers?\n",
+ "dog_lovers = filter_match('Cats or Dogs','dog')\n",
+ "dog_procrastinators = get_frequency_distribution('Procrastinator',dog_lovers)\n",
+ "dog_procrastinators\n",
+ "dog_total = 0\n",
+ "for key in dog_procrastinators:\n",
+ " dog_total += dog_procrastinators[key]\n",
+ "print(\"DOG:\",dog_procrastinators['Yes'],'/',dog_total,dog_procrastinators['Yes']/dog_total)\n",
+ "\n",
+ "cat_lovers = filter_match('Cats or Dogs','cat')\n",
+ "cat_procrastinators = get_frequency_distribution('Procrastinator',cat_lovers)\n",
+ "cat_total = 0\n",
+ "for key in cat_procrastinators:\n",
+ " cat_total += cat_procrastinators[key]\n",
+ "print(\"CAT:\",cat_procrastinators['Yes'],'/',cat_total,cat_procrastinators['Yes']/cat_total)\n",
+ "print(\"It looks like cat lovers are slighly higher procrastinators than dog lovers\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Summary\n",
+ "\n",
+ "We have practiced creating **dictionaries**, adding and removing key-value pairs from the dictionaries, accessing values by using the associated key, and iterating over the keys of a dictionary to find a specific value (e.g. the largest value)."
+ ]
+ }
+ ],
+ "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": "3.10.12"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s25/Louis_Lecture_Notes/17_Dictionaries1/cs220_survey_data.csv b/s25/Louis_Lecture_Notes/17_Dictionaries1/cs220_survey_data.csv
new file mode 100644
index 0000000..5a0eb3c
--- /dev/null
+++ b/s25/Louis_Lecture_Notes/17_Dictionaries1/cs220_survey_data.csv
@@ -0,0 +1,979 @@
+Section,Lecture,Printed Copy,Age,Primary Major,Other Majors,Secondary Majors,Zip Code,Latitude,Longitude,Data Science Major,Pizza Topping,Cats or Dogs,Runner,Sleep Habit,Procrastinator,Song
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",,,,,,,,,,,,,,,,
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,20,Science: Physics,,,53726,43.0762,-89.409,No,sausage,cat,No,night owl,Maybe,The
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,18,Science: Chemistry,,Physics,53703,,,Maybe,mushroom,dog,No,no preference,Yes,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,20,Science: Other,,,53717,40.7128,-74.006,Maybe,sausage,cat,No,night owl,Yes,The Score - Money Run Low
+COMP SCI 319:LEC003,LEC003,Yes,24,Other (please provide details below).,Economics,,53703,30.5728,104.0668,No,pineapple,dog,Yes,early bird,Yes,Piano man Billy Joel
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Industrial,,,53706,40.71,-74,No,mushroom,dog,No,night owl,Yes,L.A. by Brent Faiyaz
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Biomedical,,,53706,38.9022,-77.0381,No,none (just cheese),dog,Yes,night owl,Yes,Risk - Gracie Abrams
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,22,Mathematics/AMEP,,,53703,43.2965,5.3698,No,mushroom,cat,No,night owl,Yes,false self - willow
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,20,Computer Science,,,53718,43.0734,89.3865,Yes,sausage,dog,Yes,no preference,Yes,Fly Me to the Moon by Frank Sinatra
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Other (please provide details below).,Undecided,,53706,38.5849,-90.3762,No,none (just cheese),dog,No,night owl,Yes,Tequila Sunrise - The Eagles
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical,,,53706,44.5133,-88.0133,No,sausage,dog,No,early bird,Maybe,"Pursuit of Happiness, Kid Cudi"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,19,Statistics,,,,,,Yes,mushroom,,No,night owl,No,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,18,Data Science,.,.,53703,40.7128,-74.006,Yes,basil/spinach,cat,No,night owl,Yes,justin bieber or ken carson
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Business: Finance,,Operations and Technology Management ,53706,41.8781,-87.6298,No,pepperoni,dog,Yes,night owl,Yes,Don’t have one
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",,,,,,,,,,,,,,,,
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,Yes,20,Business: Finance,,,53703,39.9042,116.4074,Maybe,mushroom,cat,Yes,early bird,Maybe,Country road
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,20,Computer Science,,,53726,37.5667,126.9783,Maybe,pepperoni,cat,No,night owl,Yes,Air - Ce matin-là
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,19,Data Science,,,53703,22.3964,114.1095,Yes,mushroom,neither,Yes,no preference,Maybe,just Friend
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,,Science: Physics,,,53715,43.0739,-89.3852,No,pepperoni,cat,Yes,night owl,Yes,"People Change, by Little Hurt"
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,Yes,20,Data Science,,,53703,42.359,-71.0586,Maybe,pineapple,dog,No,night owl,Yes,"tyler, the creator"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Science: Biology/Life,Neurobiology,Psychology,53715,40.7128,-74.006,Yes,sausage,dog,No,night owl,No,"Cold Summer, Fabulous "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,19,Engineering: Biomedical,N/A,considering neurobiology,53706,43.3178,88.379,No,sausage,dog,No,night owl,Yes,Big iron by Marty Robbins
+COMP SCI 319:LEC001,LEC001,Yes,24,Computer Science,,,53726,40.7128,-74.006,No,macaroni/pasta,cat,No,early bird,Yes,Yellow Submarine by the Beatles
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Engineering: Biomedical,,,53705,21.1619,-86.8515,No,sausage,dog,Yes,night owl,Yes,dreams by fleetwood mac
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,,Engineering: Mechanical,,,53715,28.5383,-81.3792,No,sausage,cat,Yes,night owl,Yes,Ain't It Fun - Paramore
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,21,Data Science,economics,,,,,Yes,sausage,dog,Yes,night owl,Maybe,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Data Science,Psychology,Data science,53715,41,120,Yes,pepperoni,dog,No,night owl,Yes,I like you ---Doja Cat
+COMP SCI 319:LEC004,LEC004,No,26,Data Science,,,53715,40.7128,-74.006,Yes,mushroom,dog,Yes,night owl,Yes,Young and Beautiful-- Lana Del Rey song
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Other,,,53706,13.7563,100.5018,No,pepperoni,cat,No,night owl,Yes,Again - Fetty Wap (clean version)
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,18,Engineering: Mechanical,,,53715,34.0126,-118.4371,No,none (just cheese),dog,No,night owl,Yes,Young Free and Single - Frank Jade
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,19,Statistics,,Economics,53706,40.7128,-74.006,No,none (just cheese),cat,No,no preference,Yes,"Song: Fly Me To The Moon
+
+By: Frank Sinatra"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,22,Other (please provide details below).,information science,I have a certificate from the university in computer science,53175,26.642,409.9576,No,none (just cheese),cat,No,night owl,Yes,She Burns away - Briscoe EP
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,Yes,19,Data Science,,,,43.0945,-87.8975,Yes,green pepper,dog,No,night owl,Yes,No Pole by Don Toliver
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,20,Other (please provide details below).,Information Systems,,53726,46.5935,7.9091,Yes,green pepper,cat,No,night owl,Maybe,Feel Good Inc. by Gorillaz
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,21,Other (please provide details below).,Information Science,,53703,43.0389,-87.9065,No,sausage,neither,No,night owl,Yes,D4VD
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Biomedical,,,53706,42.3314,-83.0458,No,pepperoni,dog,Yes,night owl,Maybe,fortnite lobby music
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,20,Science: Biology/Life,,Statistics,53703,31,121,No,sausage,neither,No,night owl,Yes,love story taylor swift
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,20,Data Science,,Pre-Business planning on doing Operation and Technology Management.,53715,38.9072,-77.0369,Yes,sausage,dog,No,no preference,Maybe,Taste by Sabrina Carpenter
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,19,Data Science,,,53706,23.3,113.8,Yes,pineapple,cat,Yes,night owl,Maybe,"----------------------
+Kehlani, “After Hours”
+----------------------"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,19,Engineering: Mechanical,,,53706,37.1,25.4,No,sausage,cat,Yes,night owl,Yes,"We Major
+
+Kanye West"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,pepperoni,cat,No,early bird,Yes,Will I See You Again? - Thee Sacred Souls
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,21,Science: Other,N/A,I intend to declare a Data Sciences major as my second major. ,53706,39.9042,116.4074,Yes,pineapple,dog,No,night owl,Yes,I Love You - Riopy
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,pepperoni,dog,No,night owl,Yes,Learning to Flt - Tom Petty
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,20,Computer Science,,Data Science,53706,-1.2921,36.8219,Yes,pepperoni,cat,Yes,no preference,Yes,"Verdansk, Dave"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,Yes,21,Other (please provide details below).,Economics,Data Science Certificate,53703,37.2489,-121.9452,No,pepperoni,dog,Yes,night owl,Yes,One of my favorite songs of all time is Hotel California by The Eagles.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,18,Engineering: Mechanical,,,53706,43.0712,-89.3981,Maybe,basil/spinach,dog,No,night owl,Yes,
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,20,Other (please provide details below).,,"Economics, data science",53703,40.7128,-74.006,Maybe,green pepper,dog,No,early bird,No,lil tjay
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,,Other (please provide details below).,,,53703,39,116,Yes,pineapple,dog,Yes,no preference,Yes,Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,19,Engineering: Other,N/A,N/A,53706,41.3851,2.1734,No,sausage,dog,No,night owl,Yes,Broken Window Serenade
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,19,Business: Information Systems,,,53703,,,No,basil/spinach,dog,Yes,night owl,Yes,Weston estate -water
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Mechanical,,,53706,40.7,74,No,sausage,cat,No,night owl,Yes,She Will lil wayne
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,20,Data Science,,,53703,-34.6037,-58.3816,Yes,mushroom,dog,No,night owl,Yes,Christ Is Enough - Hillsong Worship
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,19,Engineering: Biomedical,,,,,,,,,,,,Any SZA song or country song ever
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,Yes,21,Mathematics/AMEP,,I do have data science and stats in minors.,53703,48.8566,2.3522,Yes,pepperoni,dog,Yes,night owl,Yes,"Recently, it would be 'Always' by Yoon Mi-rae. It's a Korean song."
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,18,Other (please provide details below).,,,,53706,-89.3852,Yes,pineapple,cat,Yes,night owl,Yes,love story
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC002,Yes,18,Engineering: Mechanical,,Philosophy,53706,,-89.4012,No,macaroni/pasta,dog,Yes,no preference,Yes,Bob Marley!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,19,Engineering: Mechanical,,,53726,41.8781,-87.6298,No,pepperoni,dog,Yes,early bird,Yes,Can't Tell Me Nothing by Kanye West
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,No,20,Data Science,,Possibly neurobiology,53715,41.8781,-87.6298,Yes,sausage,cat,No,night owl,Yes,Walk This Way by Aerosmith
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,18,Data Science,didn't select,I'm also majoring in Economics. ,53706,41.881,-87.623,Yes,none (just cheese),dog,Yes,night owl,Maybe,Hey Driver By Zach Bryan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Engineering: Biomedical,n/a,n/a,53706,41.4979,-88.2313,No,sausage,dog,Yes,early bird,Maybe,NISSAN ALTIMA by Doechii
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,21,Science: Other,,,53702,43.0722,89.4008,No,pepperoni,dog,Yes,early bird,Yes,Some Nights by FUN
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,21,Statistics,,,53706,30.0023,120.5681,Maybe,pepperoni,neither,Yes,night owl,Yes,"The First Snow
+
+by EXO"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Other,Materials Science and Engineering,no,53703,59.321,18.072,No,pepperoni,dog,Yes,night owl,Yes,Kingslayer (Feat. BABYMETAL) this ain't never getting played
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,21,Business: Finance,,,53715,51.5074,-0.1278,No,basil/spinach,cat,Yes,night owl,Yes,Hotel California by the Eagles
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,19,Engineering: Mechanical,,,57303,10,20,No,pepperoni,cat,No,night owl,No,Born in the USA - Bruce Springsteen
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,20,Computer Science,,,53705,37.5,121.4737,Maybe,pepperoni,cat,Yes,early bird,Yes,"Der Hexenkönig
+
+HyperGryph · 2023"
+COMP SCI 319:LEC003,LEC003,No,23,Other (please provide details below).,Agricultural and Applied Economics.,,53713,39.9042,116.4074,No,pepperoni,cat,No,night owl,Yes,"Hotel California
+
+Eagles"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,21,Computer Science,,Data Science,53703,37.7749,-122.4194,Yes,pineapple,cat,Yes,night owl,Yes,rookie by knock2
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,43.0798,-89.5482,No,sausage,dog,Yes,early bird,No,Welcome to the Jungle by Guns n' Roses
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,21,Other (please provide details below).,Personal Finance,,53703,40.7536,-73.9992,Yes,pepperoni,dog,No,night owl,Yes,That's so True by Gracie Abrams
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC001,Yes,20,Other (please provide details below).,Information Science,Data Science (possibly),53706,25.7617,-80.1918,Yes,macaroni/pasta,dog,Yes,night owl,Yes,august by Taylor Swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,19,Other (please provide details below).,I am majoring in Economics and Statistics.,"Economics, Statistics",53715,59.3293,18.0686,Maybe,pepperoni,cat,No,night owl,Yes,Snowman by Sia
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,20,Other (please provide details below).,Information Science ,,53703,41.8781,-87.6298,No,none (just cheese),dog,No,no preference,Yes,"Cold Damn Vampires, Zach Bryan "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,21,Other (please provide details below).,Information Science,N/A,53713,41.8781,-87.6298,Maybe,pepperoni,dog,Yes,early bird,Yes,"I do not have a favorite song, but favorite artist would probably be Travis Scott"
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,19,Computer Science,,,53715,31.14,121.29,Maybe,mushroom,cat,Yes,night owl,Yes,if looks could kill by chrissy costanza
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,22,Computer Science,"My primary major is Information Science, however, I am doing a Computer Science Certificate. ",,53711,25.2048,55.2708,No,pineapple,dog,No,early bird,Yes,Til Further Notice - Travis Scott & 21 Savage
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,21,Business: Other,,,53715,40.9807,-73.6838,No,pepperoni,dog,No,early bird,No,Everywhere Fleetwood Mac
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,22,Computer Science,.,.,53715,35.8687,128.605,Maybe,none (just cheese),neither,No,night owl,Maybe,Hello - Luther Vandross
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,18,Engineering: Industrial,,,53706,56.3217,-2.716,No,none (just cheese),dog,Yes,night owl,Yes,Guy for That by Post Malone and Luke Combs
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Other,,,53706,44.7316,-73.3937,No,pineapple,dog,No,night owl,Yes,Maine - Noah Kahan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,22,Data Science,,,53706,37.5665,126.978,Maybe,pepperoni,dog,No,night owl,Yes,Smells like teen spirit - nirvana
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,18,Engineering: Biomedical,,,53706,43.3209,-1.9845,Maybe,basil/spinach,dog,No,night owl,Yes,Stick Season by Noah Kahan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,18,Other (please provide details below).,undecided,,53706,48.8566,2.3522,Yes,none (just cheese),neither,No,night owl,Maybe,"Typa girl, by BLACKPINK"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,-43.5321,172.6362,No,pepperoni,cat,No,night owl,Yes,You Got Me by The Roots & Erykah Badu
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,No,20,Business: Finance,N/A,"Mathematics, Finance",53703,44.8511,-93.4773,No,sausage,dog,Yes,night owl,Maybe,SUPERPOSITION - Daniel Caesar
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,20,Other (please provide details below).,Econ,,53703,36.7783,-119.4179,Maybe,pepperoni,cat,No,night owl,Yes,Gracie Abrams - That's so True
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Mathematics/AMEP,,,53703,-2.9001,-79.0059,Yes,green pepper,dog,Yes,night owl,Yes,I will Survive Gloria Gainor
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,20,Business: Finance,N/A,Data Science Certificate,53706,32.7765,-79.9311,No,sausage,dog,Yes,early bird,Yes,Race My Mind-Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,,Computer Science,,,63706,0,0,Maybe,mushroom,dog,Yes,night owl,Yes,jump around
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,18,Data Science,,"Math, Stats",53706,38.6083,-90.1813,Yes,pepperoni,dog,Yes,night owl,Yes,"Search & Rescue
+
+By:Drake"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,21,Business: Finance,,,53703,27.6233,-80.3893,No,pepperoni,dog,No,night owl,Yes,"FourFiveSeconds, Rihanna, Kanye West"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,21,Other (please provide details below).,Information Science ,,53703,35.0116,135.768,Maybe,Other,cat,Yes,early bird,No,"Say It Right, Nelly Furtado "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,19,Engineering: Mechanical,,,53703,21.4055,-157.7402,No,pepperoni,dog,Yes,early bird,Yes,"More - Bobby Darin
+
+ "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,Yes,21,Computer Science,,,53715,34.0522,-118.2437,No,sausage,dog,No,night owl,No,Dehors
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,21,Mathematics/AMEP,,,53715,30,120,Yes,none (just cheese),cat,No,night owl,Yes,Clean by Taylor Swift
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,pineapple,cat,No,no preference,Maybe,dtmf by Bad Bunny
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,18,Engineering: Other,,"Data science, computer science",53706,44.3154,-89.902,Maybe,pepperoni,dog,No,night owl,Yes,Hozier -> From Eden
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,19,Other (please provide details below).,Political Science,,53706,41.8818,87.6298,No,none (just cheese),neither,No,night owl,Yes,"Sprinter, Dave & Central Cee"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,25,Data Science,,,53703,41.8781,-87.6298,Yes,pepperoni,neither,No,early bird,No,REBEL HEART - IVE
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,21,Data Science,,,53703,18.4562,-67.1221,Yes,pepperoni,cat,No,night owl,Yes,NuevaYol - Bad Bunny
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Mechanical,,,53706,20.6296,-87.0739,No,pepperoni,cat,Yes,night owl,Yes,Yellow by coldplay
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,18,Engineering: Biomedical,,,53706,40.7128,-74.006,Maybe,sausage,cat,No,night owl,Yes,Art House by Malcolm Todd
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,19,Engineering: Mechanical,,,53589,31.7684,35.2137,No,pepperoni,dog,Yes,night owl,Yes,"Rompe la Piñata, Voces Infantiles"
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,20,Mathematics/AMEP,,,53703,30.2741,120.1551,No,pineapple,cat,No,night owl,Maybe,"Coming Home
+
+Peter Jeremias"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,18,Business: Finance,,,63117,51.1785,-115.5743,Yes,pepperoni,dog,No,night owl,Yes,Iris - The Goo Goo Dolls
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,19,Engineering: Mechanical,,,53706,43.7401,7.4266,No,none (just cheese),dog,No,night owl,Yes,Crooked Smile - J Cole
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,18,Other (please provide details below).,I am not sure. ,,53706,22.1987,113.5439,Maybe,sausage,cat,No,night owl,Yes,Happiness is a butterfly - Lana Del Rey
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,20,Other (please provide details below).,Economics,,53703,39.4698,-106.0492,Yes,sausage,dog,No,night owl,Yes,Sundream by Rufus Du Sol
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,Yes,21,Data Science,Data Science,,53703,30,,Yes,sausage,dog,No,early bird,Yes,Justin Biber
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,19,Computer Science,,,53715,40.0384,-76.1078,No,mushroom,cat,No,night owl,Yes,エータ・ベータ・イータ - ルゼ （Eta Beta Eta - LUZE)
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,20,Science: Biology/Life,,Data Science,53706,43.0775,-89.4122,Maybe,pineapple,cat,No,night owl,Yes,Redbone - Childish Gambino
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,21,Data Science,,,53703,18.3381,-64.8941,Yes,pepperoni,dog,No,no preference,Yes,"I like It, by Debarge"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Other,,,53718,45.9409,89.4957,No,pepperoni,dog,No,night owl,Yes,
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,21,Other (please provide details below).,Personal finance ,,53703,43.0722,89.4008,No,pineapple,dog,No,night owl,Yes,"Fast car, Luke combs"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,Yes,21,Science: Other,,Classical humanities,53703,44.9291,-87.1967,No,none (just cheese),cat,No,no preference,No,Avalyn I by Slowdive
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC004,No,19,Computer Science,,,53703,26.2146,78.1827,Maybe,mushroom,dog,No,night owl,Yes,"MOCKINGBIRD , eminem"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,20,Data Science,,I am also an Economics major. ,53703,41.8781,-87.6298,Yes,pepperoni,cat,Yes,night owl,Yes,"""Me and Your Mamma"" by Childish Gambino "
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,21,Data Science,,,53715,23.1291,113.2644,Yes,pepperoni,dog,No,night owl,Yes,luther - Kendrick Lamar & SZA
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,Yes,20,Business: Finance,,Information systems,53711,-6.1751,106,No,pineapple,dog,Yes,night owl,Yes,Kelis
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,18,Engineering: Biomedical,,no,53706,43.0731,-89.4012,No,pineapple,cat,Yes,no preference,Yes,Any bonjovi music
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,20,Engineering: Mechanical,,,53715,41.8781,-87.6298,No,sausage,dog,No,night owl,Yes,"Hypnotize, System of a Down"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,17,Data Science,None,Data Sciemce,53715,35.4532,-82.2871,Yes,green pepper,dog,Yes,night owl,Yes,Astronomy
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,20,Engineering: Mechanical,,,53715,110.7624,43.4799,No,pineapple,dog,Yes,night owl,No,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,Yes,18,Engineering: Biomedical,,,53706,44.9778,-93.265,No,sausage,dog,Yes,no preference,Yes,Linger by The Cranberries
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,18,Science: Chemistry,,Possibly data science?,53706,32.7157,-117.1611,Yes,basil/spinach,dog,Yes,early bird,Yes,Vienna by Billy Joel
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,18,Business: Finance,,Data Science Certificate,53706,34.0736,-118.4004,Maybe,pepperoni,dog,Yes,night owl,Yes,We are young - by fun.
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,20,Computer Science,,"I am double majoring, and Data Science is my other major",53715,36.3932,25.4615,Yes,sausage,cat,Yes,early bird,No,Lovesick by Laufey
+COMP SCI 319:LEC003,LEC003,No,26,Data Science,,,53703,30.5728,104.0668,No,basil/spinach,dog,Yes,early bird,Maybe,"Billy Joe
+
+Piano man"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Biomedical,,,53706,45.4408,12.3155,No,pepperoni,dog,Yes,no preference,No,Luther by SZA and Kendrick Lamar
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,18,Other (please provide details below).,Computer Science,Data Science ,53706,35.6762,139.7636,Yes,pepperoni,dog,Yes,night owl,Yes,Who Knows Who Cares - Local Natives
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,19,Engineering: Mechanical,,,53706,48.8566,2.3522,Maybe,pepperoni,dog,No,no preference,Yes,"""That's What I Like"" - Bruno Mars"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,18,Science: Physics,,Astrophysics,53706,42.9665,-88.0032,No,sausage,dog,Yes,early bird,No,Where the Wild Things Are by Luke Combs
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,22,Statistics,Statistics ,Economics,53715,31.299,120.5853,Maybe,tater tots,cat,No,night owl,Maybe,Someone like you - Adele
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,41.9028,12.4964,Maybe,pepperoni,cat,No,night owl,Yes,"The Marías-Cariño
+
+The Killers-Jenny was a friend of mine"
+COMP SCI 319:LEC004,LEC004,Yes,24,Business: Information Systems,,,53705,22.9995,120.2293,Yes,macaroni/pasta,dog,No,night owl,Yes,None
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Data Science,,Economic,53703,22.3964,114.1095,Yes,pineapple,neither,No,night owl,Yes,Love yourself- Justin Bieber
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,19,Mathematics/AMEP,,,53715,44.7439,-93.2171,No,sausage,dog,Yes,night owl,Yes,Viva La Vida by Coldplay
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,20,Other (please provide details below).,Undecided major,N/A,53703,37.5665,126.978,Maybe,Other,dog,No,early bird,No,Luther by Kendrick Lamar
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,20,Business: Finance,N/A,Data Science,53703,37.5665,37.5665,Maybe,pepperoni,cat,No,night owl,Yes,I had some help - Post Malone
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,Yes,18,Computer Science,,,53706,48.8566,2.3522,Yes,pepperoni,cat,Yes,early bird,Maybe,The Unforgiven by Metallica
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,Yes,19,Business: Finance,,Statistics,53703,32.0853,34.7818,Maybe,none (just cheese),dog,Yes,night owl,Yes,Phoenix by A$AP Rocky
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Biomedical,,,53706,36.1699,-115.1398,No,sausage,dog,No,no preference,Maybe,My favorite song is What I've Done by Linkin Park.
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,18,Engineering: Biomedical,,,53706,48.8566,2.3522,No,sausage,dog,No,no preference,Maybe,Sunday Morning - Maroon 5
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,20,Other (please provide details below).,"Design, Innovation, and Society",,53706,40.7128,-74.006,Maybe,none (just cheese),dog,No,no preference,Maybe,You Are Enough - Sleeping At Last
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Biomedical,,,53706,41.8988,12.5024,No,sausage,dog,No,no preference,No,Nine Ball by Zach Bryan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Business: Finance,,,53703,37.9838,23.7275,Maybe,pepperoni,neither,No,early bird,Yes,Redbone- Childish Gambino
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,Yes,18,Engineering: Biomedical,,,53706,39.6635,-106.6218,No,pepperoni,dog,No,night owl,No,One of These Mornings - Zeds Dead
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,18,Business: Actuarial,,,53706,48.8647,2.349,Maybe,none (just cheese),dog,Yes,night owl,Maybe,I remember everything by Zach Bryan
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,,Engineering: Mechanical,,,53706,44.86,-92.63,No,pepperoni,dog,Yes,night owl,Yes,"still standing, Elton john"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,20,Other (please provide details below).,Economics,Personal Finance,53715,60.8608,7.1118,No,pineapple,dog,No,night owl,No,"""Sultans of Swing"" - Dire Straits"
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,19,Statistics,,,53715,42.3601,-71.0589,No,pepperoni,dog,No,no preference,Maybe,Colder Weather - Zac Brown Band
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,19,Other (please provide details below).,My primary major is Economics. ,data sciences,53703,33,107,Yes,pineapple,neither,No,night owl,Yes,《BYE BYE BYE》lovestoned
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,19,Engineering: Industrial,,,53703,51.5074,-0.1278,No,pineapple,dog,Yes,early bird,Yes,Julia - SZA
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Mechanical,,,53706,44.1874,-89.8742,No,sausage,dog,No,night owl,Yes,"We Are Young (feat. Janelle Monae), by Fun."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,18,Engineering: Mechanical,,,53706,-25.4075,-49.2825,No,Other,dog,No,no preference,No,Xtal by Aphex Twin
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Industrial,,,53715,43.3328,-88.0074,No,sausage,cat,Yes,early bird,No,Any song by the eagles
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,19,Engineering: Mechanical,,,53703,38.5394,-0.1912,Maybe,pepperoni,dog,No,night owl,Yes,Beautiful Things Benson Boone
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,20,Data Science,,,53703,41.8781,87.6298,Yes,pepperoni,dog,No,night owl,Yes,More Than My Hometown by Morgan Wallen
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,19,Statistics,,Music,53715,44.9778,-93.265,Maybe,pepperoni,cat,No,night owl,Yes,"Texas Blue, Quadeca"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,19,Other (please provide details below).,Economics,N/A,53703,44.8897,93.3499,Maybe,none (just cheese),dog,No,night owl,Maybe,Erase Me - Kid Cudi
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,21,Engineering: Other,Materials Science and Engineering ,none,53703,-23.01,-44.31,No,basil/spinach,dog,No,early bird,Maybe,halo - beyonce
+COMP SCI 319:LEC001,LEC001,No,25,Engineering: Biomedical,no,no,53705,30,30,Maybe,pineapple,dog,Yes,no preference,Yes,SULONG WANG
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,Yes,18,Other (please provide details below).,Economics ,Data Science,53706,12.9716,77.5946,Yes,pepperoni,dog,No,night owl,Maybe,Where is my mind-pixies
+COMP SCI 319:LEC002,LEC002,Yes,26,Data Science,INTERNATIONAL PUBLIC AFFAIRS,,53593,43.7696,11.2558,Maybe,mushroom,dog,Yes,night owl,Yes,"Sam Smith Say it first
+
+Sam Smith Too Good At GoodByes"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Computer Science,,,53703,43.0718,-89.3949,No,Other,dog,Yes,night owl,Yes,DragonForce - Ashes of the Dawn
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,19,Business: Finance,Don‘t make sure,nope,53707,1,1,Maybe,macaroni/pasta,dog,No,no preference,No,Girls Want Girls
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,18,Engineering: Biomedical,,,53706,42.3601,-71.0589,No,pepperoni,cat,Yes,early bird,Yes,"Walking on Sunshine, katrina and the waves "
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,24,Computer Science,,Psychology,53715,42.3601,-71.0589,Maybe,pepperoni,cat,No,night owl,Yes,"Pink Pony Club, Chappel Roan (but specifically the Plankton version)"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,18,Science: Physics,,,53706,41.9028,12.4964,Maybe,sausage,cat,No,no preference,Yes,Don't Stop Believin' - Journey
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,19,Engineering: Mechanical,,,53703,53.23,-9.71,No,pepperoni,dog,No,night owl,Yes,"Here Today, The Chameleons"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,35,Other (please provide details below).,Genetics and Genomics,Data Science,53706,8.815,108.4755,Yes,Other,neither,No,night owl,Yes,The Final Countdown
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,21,Other (please provide details below).,其实我到现在还没决定我的专业。但我可能会选择信息科学。,,53706,-37.8136,144.9631,Maybe,pineapple,cat,Yes,no preference,Maybe,Anyone Crystal_Bats
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,22,Computer Science,,Data Science,53703,40.7128,151.2093,Yes,Other,dog,No,early bird,No,"Mozart, Don Giovanni.
+
+ "
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,,Data Science,,,53706,37,126,Yes,pineapple,dog,No,night owl,Yes,"I like K-pop. And Enhypen is my favorite group. My favorite song is ""No Doubt"" from Enhypen. I will be so excited if this song is played before class starts!"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,22,Engineering: Mechanical,,,53726,45.6927,-90.4011,No,sausage,cat,No,night owl,Yes,Ten Years Gone - Led Zeppelin
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Other,,,53706,41.0082,28.9784,No,basil/spinach,cat,Yes,early bird,Yes,5 dollar pony rides - Mac Miller
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,,Other (please provide details below).,Economics,Data Science,53706,10.8231,106.6297,Yes,sausage,dog,No,night owl,Yes,Girl with the tattoo enter - Miguel
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,22,Other (please provide details below).,Economics,Data science,53703,37.5665,126.978,Yes,mushroom,cat,No,early bird,Maybe,Sting - shape of my heart
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical,,,53706,39.0742,21.8243,No,mushroom,dog,No,night owl,Yes,CHIHIRO - Billie Eilish
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,19,Other (please provide details below).,Astronomy-Physics,,53706,48.1771,16.3806,Maybe,green pepper,dog,No,night owl,Yes,Speed the Collapse - Metric
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,,Science: Other,,,53715,48.8566,2.3522,No,basil/spinach,dog,No,no preference,Maybe,Delicate by Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,24,Computer Science,,,53703,41.8,-87.6298,No,pepperoni,neither,No,no preference,No,Babymonster - Drip
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,18,Other (please provide details below).,Economics,,53706,34.6937,135.5022,No,basil/spinach,cat,No,night owl,Yes,Brazil by Declan McKenna
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,19,Engineering: Mechanical,,,53706,41.3851,2.1734,No,pepperoni,dog,No,night owl,Yes,Summertime Sadness (Lana Del Rey Vs. Cedric Gervais) - Cedric Gervais Remix
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,21,Statistics,Statistics ,Mathematics,53703,30,121,Maybe,sausage,neither,No,night owl,Yes,"Risk It All, Jason Zhang"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,18,Other (please provide details below).,Currently a pre business student but looking to apply to the engineering school,,53706,51.1802,-115.5657,Maybe,macaroni/pasta,dog,Yes,no preference,Yes,"Younger Years Zach Bryan
+
+Chase Her Baily Zimmerman
+
+Big Country music guy"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,18,Science: Physics,,,53706,46.7828,-92.1055,Maybe,none (just cheese),cat,No,night owl,No,"Love’s Train
+
+Bruno Mars, Anderson .Paak, Silk Sonic"
+COMP SCI 319:LEC002,LEC002,Yes,22,Science: Other,,,53726,47.6062,-122.3321,No,Other,dog,Yes,no preference,Maybe,"Fast Car - Luke Combs cover
+
+Blinding Lights - The Weeknd
+
+Alley Rose - Conan Grey
+
+Iris - Goo Goo Dolls, preferably Live Buffalo version
+
+Highwayman - the Highwaymen (Johnny Cash, Willie Nelson, Kris Kristoferson, Waylon Jennings)
+
+Dream Lantern - RADWIMPS <English version, not Japanese
+
+Help! - The Beatles
+
+Crimson and Clover - Joan Jett
+
+Tiny Dancer - Elton John"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC001,Yes,19,Science: Physics,physics ,,53717,28.2199,112.9175,No,sausage,neither,Yes,night owl,Yes,春雷 Yonezu Kenshi
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,21,Engineering: Industrial,,,53703,40.7128,-74.006,No,basil/spinach,dog,No,night owl,Yes,Favourite by Fontaines D.C.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,19,Other (please provide details below).,Economics,Nope,53706,39.93,116.38,Maybe,sausage,dog,No,no preference,Maybe,Blank Space by Taylor Swift
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,19,Business: Actuarial,,,53711,43.0389,-87.9065,No,pepperoni,cat,Yes,early bird,Yes,Counting Stars- One Republic
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,,Other (please provide details below).,neurobiology,,53715,23.1291,113.2644,No,none (just cheese),dog,Yes,no preference,Maybe,head in the clound by hayd
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,20,Other (please provide details below).,History,Biology,53706,39.9524,-75.1636,No,pepperoni,dog,No,night owl,Yes,"""Man on the Moon"" - Zella Day"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,20,Computer Science,,,53715,45.4408,12.3155,No,Other,cat,No,night owl,Yes,The Fine Print by The Stupendium
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,19,Data Science,,,53706,39.3377,-83.3528,Yes,none (just cheese),dog,No,no preference,Yes,You're So Vain by Carly Simon
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,18,Other (please provide details below).,Undecided major - just exploring some areas of possible interest. ,n/a,53706,39.0699,-77.1847,Maybe,pepperoni,dog,Yes,night owl,Yes,Something in the way you move - Ellie Goulding
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,18,Engineering: Biomedical,,,53706,39.0742,21.8243,No,pepperoni,dog,No,night owl,Yes,Shirt by SZA
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,19,Business: Actuarial,,Risk Management & Insurance,53703,34.8697,-111.7609,No,pepperoni,dog,Yes,no preference,Yes,"All Star, Smash Mouth"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,20,Business: Finance,,,53703,42.3601,-71.0589,No,Other,dog,No,no preference,Maybe,(Don't Fear) The Reaper - Blue Oyster Cult
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,20,Engineering: Mechanical,n/a,n/a,53726,43.6275,89.7661,Yes,Other,cat,No,early bird,No,Why Georgia - John Mayer
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,22,Business: Other,,Political science,53715,25.033,121.5654,Maybe,none (just cheese),cat,Yes,early bird,Maybe,Everything Sucks / Vaultboy
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,Yes,19,Other (please provide details below).,Political Science ,,53706,41.8781,87.6298,Maybe,none (just cheese),dog,Yes,night owl,Yes,Pyramids by Frank Ocean
+COMP SCI 319:LEC003,LEC003,No,24,Computer Science,,,53705,-3.846,-32.412,Yes,pepperoni,dog,No,early bird,No,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,No,20,Data Science,,,53715,31.2304,121.4737,Yes,mushroom,cat,No,night owl,Yes,Exhale
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,20,Engineering: Industrial,,,53703,41.8781,-87.6298,No,pepperoni,dog,Yes,early bird,Yes,Sunflower - Post Malone (feat. Swae Lee)
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,18,Data Science,,,53706,44.8653,-93.367,Yes,pineapple,dog,No,night owl,Yes,When the sun goes down - Arctic Monkeys
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,19,Computer Science,,,53706,28.7041,77.1025,Maybe,Other,dog,No,no preference,Yes,Sailor Song by Gigi Perez
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,Yes,20,Computer Science,,,53703,57.697,11.9865,No,mushroom,cat,No,no preference,No,Julia - Yellow Ostrich
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,19,Computer Science,,Information Systems,53703,41.8781,-87.6298,No,Other,dog,No,no preference,Maybe,"Hey Jude, The Beatles"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,22,Other (please provide details below).,Psychology,Information Science,53703,32.0603,118.7969,No,mushroom,neither,No,night owl,Yes,Wasteland - Royal & The Serpent
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,23,Science: Physics,Not applicable,Not applicable,53706,43.07,-89.4,No,pepperoni,dog,No,night owl,Yes,"Deference for Darkness, Marty O'Donnell"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,20,Computer Science,,,53715,46.1129,-89.6445,Maybe,pepperoni,dog,No,night owl,Yes,Mr.Brightside by The Killers
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,19,Business: Actuarial,,,53715,3.1279,101.5945,Maybe,none (just cheese),cat,Yes,early bird,Yes,'lock/unlock' by jhope (ft. benny blanco)
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Science: Physics,Physics,Astronomy,2420,42,71,Maybe,basil/spinach,dog,No,night owl,Maybe,Somebody Else by 1975
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Engineering: Mechanical,,,53706,23.032,113.1181,No,none (just cheese),dog,Yes,no preference,Maybe,富士山下-陈奕迅
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical,N/A (I can't submit the quiz unless there is an answer in this field),N/A (I can't submit the quiz unless there is an answer in this field),53706,40.7128,-74.006,No,Other,dog,No,night owl,No,"""Biking"" - Frank Ocean, JAY-Z, Tyler, The Creator"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,20,Other (please provide details below).,Global Health,,53715,50.5486,-4.586,No,green pepper,cat,No,no preference,Yes,Jackie and Wilson by Hozier
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,21,Other (please provide details below).,Economics,Political Science,53703,3.1409,101.6932,Maybe,sausage,cat,No,early bird,Yes,Selfless by The Strokes
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,Yes,21,Other (please provide details below).,Consumer Behavior and Marketplace Studies,,53703,41.8781,-87.6298,No,pepperoni,dog,No,early bird,No,This is the life by Amy Macdonald
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,19,Statistics,,psychology,53706,48.8566,2.3522,No,sausage,neither,No,night owl,Yes,"The other side of paradise
+
+Glass animals"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC002,Yes,20,Data Science,,"Math,Computer science,Statistic",53706,30.2741,120.1551,Yes,sausage,dog,No,early bird,Maybe,Divina Commedia by GD
+COMP SCI 319:LEC003,LEC003,Yes,24,Engineering: Biomedical,,,53705,44.8113,-91.4985,No,sausage,dog,No,early bird,Yes,"Summer, Highland Falls - Billy Joel"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,20,Business: Other,,,53716,49.0835,19.2818,No,pepperoni,cat,No,no preference,Yes,Ides of March by Silverstein
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,18,Other (please provide details below).,information science,Fashion Design,53706,35.0077,135.7471,Maybe,pepperoni,dog,No,night owl,Maybe,Apple Cider by Beabadoobee
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,20,Engineering: Other,Civil Engineering,N/A,53218,35.2271,-80.8431,No,mushroom,dog,No,early bird,Maybe,One of my favorite songs at the moment is Oscar winning tears by Raye.
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,20,Business: Finance,,Risk Managment and Insurance,53703,46.4676,10.3782,No,pineapple,dog,Yes,night owl,Yes,"Title: Stargazing
+
+Artist: Myles Smith
+
+ "
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,19,Engineering: Biomedical,N/A,N/A,53715,39.7392,-104.9903,No,pineapple,dog,No,night owl,Yes,Why Why Why - Shawn Mendes
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,Yes,19,Engineering: Mechanical,,,53562,35.7242,139.7976,No,mushroom,neither,No,night owl,Maybe,Flashback by Miyavi
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,Yes,19,Science: Other,Pharmacy -toxicology ,,53706,48.1351,11.582,No,pepperoni,dog,No,night owl,Yes,toosii - favorite song
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,19,Other (please provide details below).,Undecided now,,53703,31.299,120.5853,Yes,pineapple,cat,No,night owl,Yes,Love story
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,19,Science: Physics,,,53706,24.8801,102.8329,No,pineapple,neither,Yes,early bird,Yes,Cello Concerto in E Minor by Jacqueline du Pre
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,20,Science: Other,Astrophysics,,53715,36.3932,25.4615,Maybe,pepperoni,dog,Yes,night owl,Maybe,Da Fonk (feat. Joni) - Mochakk
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,19,Engineering: Biomedical,,,53703,39.0968,120.0324,No,pepperoni,dog,No,no preference,No,Blood Bank - Bon Iver
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,21,Engineering: Other,,,53711,25,55,No,pepperoni,dog,No,night owl,Yes,Freebird - Lynyrd Skynyrd
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,18,Engineering: Biomedical,,,53706,43.0731,-89.4012,No,pepperoni,dog,Yes,no preference,No,Love Lost by Mac Miller
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,Yes,20,Data Science,,,53703,30.25,120.16,Yes,pineapple,dog,No,night owl,Yes,Regular Friends By David Tao
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,44.9355,-88.1572,No,pepperoni,dog,Yes,night owl,Yes,River - Leon Bridges
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Other,,,53706,45,92,No,pineapple,dog,Yes,night owl,Yes,"Misty mountains by The Wellerman
+
+or
+
+I See Fire vinny marchi and bobby bass"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,Yes,18,Engineering: Other,,,53703,41.9028,12.4964,No,sausage,cat,Yes,night owl,Yes,Jupiter from The Planets by Gustav Holst
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,20,Engineering: Industrial,,Computer Science,53706,26.8206,30.8025,Maybe,basil/spinach,dog,Yes,no preference,Maybe,"""In the stars"" : Benson Boone"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,,Data Science,,Cartography & GIS,53706,59.9138,10.7387,Yes,pepperoni,dog,No,night owl,Yes,"No Woman No Cry (live at the Lyceum, London, 1975), Bob Marley & The Wailers"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Engineering: Mechanical,,,53706,47.6062,-122.3321,Maybe,pepperoni,cat,No,night owl,Yes,O Valencia! by The Decemberists
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,20,Other (please provide details below).,Economics,,53703,43.07,-89.4,Yes,pepperoni,dog,No,night owl,Yes,Otherside - Red Hot Chilli Peppers
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,19,Business: Other,,,53706,43.0666,-89.3993,No,pepperoni,neither,Yes,night owl,Yes,"Don't Stop Me Now
+
+Queen"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,22,Business: Finance,,,53703,43.7696,11.2558,No,sausage,cat,No,night owl,Yes,Hungersite by Goose
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,40.7608,111.891,No,pepperoni,dog,Yes,early bird,Maybe,One Thing at a Time Morgan Wallen
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Mechanical,,,53706,44.9537,-93.09,No,sausage,dog,No,night owl,No,Tweaker - Gelo
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC001,Yes,19,Other (please provide details below).,Physics,Data Science,53706,55.7558,37.6173,Maybe,mushroom,cat,Yes,no preference,Yes,Tweaker by Gelo
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,Yes,19,Other (please provide details below).,我的主要专业是新闻学。,我的第二个专业是数据科学。,53706,30.5728,104.0668,Yes,pineapple,dog,Yes,night owl,Yes,My favorite song is Getaway Car from Taylor Swift.
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,18,Statistics,,Data Science,53706,55.6761,12.5683,Yes,sausage,cat,No,night owl,No,Kyoto - Phoebe Bridgers
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,20,Engineering: Other,,,53715,35.6895,139.6917,No,pepperoni,dog,No,no preference,Yes,Money Trees by Kendrick Lamar
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,18,Data Science,,Econ,53706,16.0544,108.2022,Yes,sausage,dog,Yes,night owl,Yes,Sunroof (Nicky Youre & Dazy)
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Statistics,,,53706,20.6028,-105.2337,No,sausage,dog,No,night owl,Yes,Best Love Song by T-Pain
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,,Computer Science,,,53706,30,120,No,sausage,cat,No,night owl,Yes,Ashes from fireworks(Chenyu Hua)
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC001,No,19,Engineering: Industrial,,,53706,39.9172,-105.7895,Maybe,pepperoni,dog,Yes,night owl,Yes,Silver Lining Mt. Joy
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Mechanical,,,53706,41.9924,-87.6971,No,green pepper,dog,Yes,no preference,Maybe,"New Person, Same Old Mistakes by Tame Impala "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,21,Computer Science,,,53706,40,120,Yes,pineapple,cat,Yes,no preference,No,Twenty-one pilot: <line>
+COMP SCI 319:LEC004,LEC004,Yes,23,Engineering: Industrial,,,53703,34,-119,No,mushroom,dog,No,night owl,Maybe,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Other (please provide details below).,Economics,Political Science,53703,41.8781,-87.6298,No,sausage,dog,No,no preference,Maybe,Piano Man by Billy Joel
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,,Other (please provide details below).,Economics,,53706,,113.2644,No,mushroom,dog,No,night owl,Yes,Young Cai Xukun
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,19,Other (please provide details below).,Linguistics,,53706,43.0981,-89.4986,Yes,pepperoni,dog,No,night owl,Yes,Steppa Pig by JPEGMAFIA
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,21,Engineering: Mechanical,,,53706,45.4015,-92.6522,No,pepperoni,dog,No,night owl,Yes,"Dear Maria, count me in by all time low
+
+only the good die young by billy joel
+
+aint no rest for the wicked by cage the elephant
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,18,Other (please provide details below).,经济的,数据科学,53706,30.5928,114.3055,Yes,none (just cheese),cat,No,night owl,Maybe,"Had I Not Seen the Sun
+
+by HOYO-Mix/Chevy"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,18,Business: Information Systems,,,53706,33.597,130.4081,Maybe,mushroom,dog,Yes,early bird,Maybe,Strategy - TWICE
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,Yes,19,Business: Other,Supply Chain Management & Operations and Technology Management,Data Science Certificate,53707,52.3702,4.8952,No,pepperoni,dog,No,no preference,Yes,Rhymes Like Dimes- MF DOOM
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,18,Data Science,,Molecular and cell biology,53706,41.9028,12.4964,Yes,Other,cat,No,night owl,Yes,Fake tales of San francisco by arctic monkeys
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Mechanical,,,53706,44.4932,11.3275,No,sausage,dog,Yes,night owl,Yes,"Wisconsin, On, Wisconsin. EA Sports College Football Marching Band"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC002,Yes,20,Statistics,,,53715,31.2304,121.4737,No,Other,dog,No,night owl,Yes,You'll be back (theme of Alexander Hamilton)
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,19,Science: Biology/Life,,,53703,43038902,-87.9064,No,pepperoni,cat,No,night owl,Yes,dangerous - big data
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Science: Other,,,53703,30.25,120.1667,Maybe,pepperoni,neither,No,early bird,Maybe,Isahini-Lucy
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,20,Statistics,,,53706,45.6378,-89.4113,No,pepperoni,cat,No,night owl,No,Lose yourself-Eminem
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,21,Other (please provide details below).,Accounting,Information Systems,53703,45.4642,9.19,No,basil/spinach,dog,Yes,night owl,Yes,Starting Over- Chris Stapleton
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,19,Engineering: Mechanical,,,53706,44.3113,-93.928,No,Other,dog,No,no preference,Yes,Different 'Round Here by Riley Green Ft. Luke Combs
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,21,Business: Finance,,Risk Management and Insurance,53726,31.542,-82.4687,No,mushroom,dog,Yes,early bird,Yes,"Colder Weather, Zach Brown Band"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,20,Business: Information Systems,,,53726,41.8781,-87.6298,Maybe,Other,dog,Yes,no preference,Yes,Way I Are by Timbaland
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,20,Business: Actuarial,,Risk Management & Insurance,53715,19.0414,-98.2063,No,none (just cheese),cat,No,night owl,No,Return of the Mack by Mark Morrison
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,,Business: Information Systems,,,53703,41.8967,12.4822,No,pineapple,neither,No,no preference,Yes,"No scrubs, by tlc"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Other (please provide details below).,Economics ,Psychology,53703,43.0389,-87.9065,No,pepperoni,dog,Yes,night owl,Maybe,alabama pines -Jason isbell
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Other,Currently Engineering Undecided,,53706,45.6495,13.7768,No,sausage,dog,Yes,no preference,Maybe,"The Veldt , deadmau5"
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,48.5015,-113.9848,No,sausage,dog,Yes,night owl,Yes,through the wire- kanye west
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,18,Engineering: Other,I am undecided between different types of engineering. Im trying to decide between chemical and mechanical.,I might get a math certificate,53706,21.5808,-158.1053,No,pepperoni,dog,Yes,early bird,No,One of these nights by the egales
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Biomedical,,,53706,55.6755,12.5539,No,pepperoni,dog,No,no preference,No,OCT 33 by the Black Pumas
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,20,Engineering: Mechanical,,,53703,41.8781,-87.6298,Yes,pepperoni,cat,No,night owl,Maybe,Bad Romance - Lady Gaga
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Industrial,,German,53703,36.1627,-86.7816,No,sausage,dog,No,night owl,Maybe,Good Looking by Suki Waterhouse
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,18,Data Science,,,53706,17.385,78.4867,Yes,sausage,dog,Yes,night owl,Yes,Feather - Sabrina Carpenter
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC001,No,24,Mathematics/AMEP,,,53704,26.0745,119.2965,No,pepperoni,dog,No,night owl,Yes,"Just the Two of US - Grover Washington, Jr., Bill Withers"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Mechanical,,,53706,43.4138,-89.7148,No,pepperoni,dog,No,no preference,No,NOW WHAT? by Connor Price
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,Yes,20,Other (please provide details below).,Economics,,53572,42.3659,21.1545,No,none (just cheese),cat,Yes,early bird,Maybe,Tahir Meha - Ilir Shaqiri
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,19,Business: Information Systems,,Operations and Technology Management (OTM),53703,33.5458,-117.7817,No,sausage,dog,No,no preference,Yes,"""Say Something"" - Zac Samuel Remix"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,19,Computer Science,,,53702,51.5074,-0.1278,Yes,Other,dog,No,night owl,No,No One Like You - Scorpions
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Biomedical,,,53706,40.7128,-74.006,No,sausage,dog,No,early bird,No,"Mr. Brightside, The Killers"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,20,Business: Finance,,,53703,36.0566,-112.1251,Yes,pepperoni,dog,Yes,no preference,Yes,All Falls Down - Kanye West
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Statistics,,,53706,40.7128,-74.006,Yes,pineapple,dog,No,night owl,Yes,One Headlight - The Wallflowers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Engineering: Industrial,,,53706,45.7852,-88.0987,Maybe,sausage,dog,No,night owl,No,"The Prodigal, Josiah Queen "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,18,Engineering: Other,,,53706,40.6299,14.4863,No,sausage,dog,No,night owl,Yes,Everlong by Foofighters
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Mechanical,,,53719,35.6895,139.6917,No,pepperoni,dog,Yes,night owl,Yes,From The Start - Laufey
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,18,Engineering: Mechanical,NA,NA,53706,39.1447,8.3037,No,Other,dog,No,night owl,Maybe,hooked on a feeling
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Mechanical,NA,NA,53706,45.1821,-93.6522,No,sausage,dog,No,night owl,Maybe,Ghost Town by Kanye West
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,22,Computer Science,,,53715,43.0731,89.4012,No,pepperoni,cat,No,night owl,Yes,The Great Mermaid - Lesserafim
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,19,Engineering: Mechanical,,,53711,31.23,121.47,No,pepperoni,cat,No,night owl,Maybe,When you say nothing at all-Ronan Keating
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,18,Engineering: Mechanical,,,53706,41.8468,3.1286,No,basil/spinach,dog,Yes,early bird,Yes,MUSSEGU - Figa Flawas
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,19,Science: Physics,,"Mathematics, Astrophysics",53703,43.4256,-88.1321,No,green pepper,dog,No,early bird,Yes,"2112, Rush"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,18,Engineering: Mechanical,,,53706,35.6764,139.65,No,pepperoni,neither,Yes,night owl,Yes,my favorite song is Lost in Space by Derivakat
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,19,Business: Finance,,Accounting,53703,41.8781,-87.6298,No,sausage,dog,No,night owl,No,"""Saturday Mornings"" by Cordae"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,18,Other (please provide details below).,Economics,"Data Science, Computer Science",53706,42.4545,-83.502,Yes,sausage,cat,Yes,night owl,No,Upside Down
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Mechanical,,,53706,44.98,-93.26,No,basil/spinach,dog,Yes,night owl,Maybe,Surfin' USA - Beach Boys
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,18,Engineering: Biomedical,,,53706,23.4814,120.4539,Maybe,pepperoni,dog,Yes,night owl,Yes,"Photograph, Ed Sheeran"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,19,Engineering: Mechanical,,,53706,41.9956,-87.7029,Maybe,pineapple,dog,Yes,early bird,Yes,Virgen - Adolescent's Orquesta
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Biomedical,N/A,N/A,53706,35.6895,139.6917,No,mushroom,dog,No,no preference,Yes,Unwritten by Natasha Bedingfield
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,22,Other (please provide details below).,Economics,Political Science,53703,55.6564,12.5983,No,pepperoni,cat,No,early bird,No,Good days by SZA
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,,Data Science,,,53703,40.767,-73.962,Yes,pepperoni,dog,Yes,night owl,Maybe,Saturn by SZA
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,No,22,Engineering: Industrial,,"Economics, Data Science",53703,-33.8688,151.2093,Yes,mushroom,dog,Yes,night owl,Maybe,"This month, my favorite song has been Burn, Burn, Burn by Zach Bryan. However, I'd say my 3 lifetime favorite songs are:
+
+* this is me trying, Taylor Swift
+
+* Somebody That I Used To Know, Gotye
+
+* For Emma, Bon Iver"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,20,Computer Science,,,53715,39.9042,116.4074,Maybe,mushroom,neither,No,night owl,Yes,"Chasing Pavements, Adele"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Data Science,,,537152236,19.3785,-81.4007,Yes,pepperoni,dog,No,night owl,Yes,Coffee Bean - Travis Scott
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,18,Engineering: Mechanical,,,53706,11.5888,37.3881,No,none (just cheese),cat,No,night owl,Yes,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,19,Engineering: Mechanical,,,53706,38.627,-90.1994,No,none (just cheese),dog,No,night owl,Yes,Young Metro by Future and Metro Boomin
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,20,Engineering: Industrial,,,53703,43.77,11.2577,Maybe,pepperoni,dog,Yes,night owl,Yes,Sheep by Mt.Joy
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,Yes,20,Business: Other,Economics ,"data science, Risk Management and insurance ",53703,40.6281,14.485,Yes,sausage,cat,No,no preference,Maybe,new perspective - noah kahn
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,20,Business: Finance,.,.,53706,37.5665,126.978,No,pineapple,dog,No,early bird,Yes,Sunflower - Post Malone
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,20,Engineering: Mechanical,,,53703,45.514,-122.6733,No,pepperoni,dog,Yes,night owl,Maybe,Cigarette Daydreams - Cage the Elephant
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,19,Data Science,,Psychology,53726,52.52,13.405,Yes,pepperoni,dog,No,no preference,Yes,"El Muchacho de los Ojos Tristes, Jeanette"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,19,Engineering: Mechanical,,,53706,41.4944,-87.8748,No,pepperoni,dog,Yes,night owl,Yes,Brazil- Declan Mckenna
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,19,Data Science,,Information Sciences,53706,40.7128,-74.006,Yes,Other,dog,No,night owl,Yes,One More Love Song - Marc DeMarco
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,19,Computer Science,,,53703,34.0522,-118.2437,Maybe,pepperoni,dog,No,night owl,Maybe,where you are - john summit
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,20,Engineering: Biomedical,N/A,Pre-Med (Not a major),53703,40.7293,-73.9964,No,sausage,cat,No,night owl,Yes,I Lived by OneRepublic
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,18,Science: Physics,,,53706,47,122,No,pepperoni,neither,Yes,early bird,No,Clocks Coldplay
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,19,Business: Finance,,,53706,41.8318,-88.1098,Maybe,pepperoni,dog,No,no preference,Yes,No Pasa Nada by Fuerza Regida and Clave Especial
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,19,Data Science,,Computer science,53706,43.8064,-87.7706,Yes,pepperoni,cat,Yes,night owl,Yes,holy land - wave to earth
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,18,Engineering: Mechanical,,,53706,52.52,13.405,No,macaroni/pasta,dog,Yes,night owl,Yes,"1812 Overture
+
+ by Pyotr Ilyich Tchaikovsky"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,19,Data Science,,,53703,34.5218,69.1807,Yes,green pepper,cat,No,night owl,Maybe,I don't listen to music!
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC003,Yes,21,Business: Finance,Economics,computer science,53703,22,66,Yes,mushroom,cat,No,night owl,Yes,Bahamus
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Engineering: Mechanical,,,53703,42.3314,-83.0458,No,sausage,dog,Yes,night owl,Yes,Higher by Creed
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,19,Science: Other,,Environmental Studies,53703,45.0124,-92.9921,No,basil/spinach,dog,Yes,early bird,Yes,Sunlight by Hozier
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Industrial,,,53706,32,117,No,sausage,dog,No,early bird,Maybe,knockin on heavens door bob Dylan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,Yes,19,Engineering: Mechanical,,,53706,40.7131,-74.0072,No,none (just cheese),dog,Yes,no preference,Yes,Brazil by Declan McKenna
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,Yes,19,Engineering: Other,Engineering Mechanics,"Might do Econ, Physics, or DS",53706,35.6895,139.6917,Maybe,basil/spinach,dog,No,night owl,Yes,Outside today - NBA Youngboy
+COMP SCI 319:LEC002,LEC002,Yes,32,Science: Physics,,,53714,13.45,-16.57,Maybe,pineapple,neither,Yes,early bird,No,"Bob Marley
+
+No Woman, No Cry"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,No,19,Engineering: Biomedical,,,53706,50.1185,-122.9604,No,pepperoni,dog,Yes,night owl,Maybe,Free Now by Gracie Abrams
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,21,Engineering: Mechanical,,,53590,34.0522,-118.2437,No,pepperoni,dog,No,night owl,Yes,popular by the weeknd
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,22,Statistics,,Data Science,42,-76,106.53,Yes,mushroom,neither,Yes,no preference,No,"Here There And Everywhere, Paul McCartney"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,18,Data Science,,,53706,46.024,-123.92,Yes,basil/spinach,dog,No,night owl,Yes,Musta been a ghost by Proxima Prada
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,18,Engineering: Mechanical,,,53706,45.83,-89.27,No,sausage,dog,No,night owl,Yes,"Run This Town - JAY-Z, Rihanna, Kanye West"
+COMP SCI 319:LEC004,LEC004,Yes,26,Business: Information Systems,,,53705,23.5,121,Maybe,mushroom,dog,No,night owl,Maybe,Someone You Loved - Lewis Capaldi
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,19,Science: Other,,,53715,33.4484,-112.074,No,sausage,cat,No,night owl,Yes,Follow You by Imagine Dragons
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Mechanical,,I do not have a secondary major.,53703,49.2269,17.669,No,pepperoni,dog,No,early bird,No,One of my favorite songs is Circadian Rhythm by Drake.
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,18,Mathematics/AMEP,,I'm gonna learning data science in the future.,53706,30.5728,104.0668,Yes,pepperoni,dog,Yes,night owl,Yes,"Take me to Church, Hozier"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,19,Engineering: Mechanical,,,57306,40.7128,-74.006,No,pepperoni,dog,Yes,night owl,Maybe,Mr. Jones by Counting Crows
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,20,Business: Actuarial,,,53703,43.1566,-77.6088,Maybe,sausage,cat,Yes,night owl,Maybe,Obsession - Joywave
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Mechanical,N/A,N/A,53706,41.8781,-87.6298,No,macaroni/pasta,cat,No,no preference,Yes,Maine by Noah Kahan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,19,Engineering: Industrial,,,53706,41.8781,-87.6298,No,pepperoni,cat,No,no preference,Yes,Something Just Like This - Chainsmokers
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,Yes,20,Data Science,,Economics,53703,20,-156,Yes,pepperoni,dog,Yes,no preference,No,Tweaker by Gelo
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,19,Engineering: Biomedical,,,53706,44.0668,-92.7538,No,pepperoni,dog,Yes,night owl,Maybe,Borderline - Tame Impala
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,Yes,19,Engineering: Other,,,53706,50.0755,14.4378,Maybe,none (just cheese),dog,No,no preference,Yes,Smoke a little smoke - Eric Church
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,19,Engineering: Biomedical,,,53715,43.732,7.4196,No,pepperoni,dog,No,night owl,No,"Cello Suite No. 1 in G Major; Johann Sebastian Bach, Yo-Yo Ma"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,20,Science: Biology/Life,,,53715,43.4799,-110.7624,Yes,Other,dog,No,night owl,No,Paul Revere by Noah Kahan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,18,Engineering: Biomedical,,,53706,40.7128,-74.006,Maybe,pepperoni,dog,Yes,early bird,Maybe,Unwritten by Natasha Bedingfield
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC001,No,21,Engineering: Industrial,,,53715,45.8157,-94.6374,No,pepperoni,dog,No,night owl,Yes,"Unwritten, by Natasha Bedingfield"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,Yes,19,Business: Finance,,Economics,53726,43.07,-89.39,No,Other,neither,Yes,no preference,No,Down Under -Men At Work
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,19,Business: Finance,Data Science,,53706,87.6298,41.8781,Yes,pepperoni,dog,Yes,night owl,Maybe,Back to Black by Amy Winehouse
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,18,Data Science,,,53706,40.374,-105.509,Yes,pepperoni,dog,No,night owl,Maybe,eenie meenie - Sean Kingston and Justice Bieber
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,18,Engineering: Biomedical,,,53706,47.8095,13.055,No,sausage,cat,Yes,night owl,Yes,"On Wisconsin! - Finale
+
+University of Wisconsin Marching Band"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,19,Data Science,,,53715,25.2854,51.531,Yes,mushroom,cat,Yes,early bird,Yes,"Borderline by Tame Impala
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,19,Data Science,,,53706,45.0697,92.9516,Maybe,pineapple,dog,No,night owl,Yes,Strange to hear - By Sports
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,18,Business: Information Systems,,Business: Operations and Technology Management,53716,43.0731,-89.4012,No,mushroom,dog,No,night owl,Yes,You Give Love a Bad Name by Bon Jovi
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,19,Business: Other,,,53703,37.7749,-122.4194,Yes,basil/spinach,dog,Yes,night owl,Yes,What I got - Sublime
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Other,,,53706,43.0779,-89.4134,No,pineapple,dog,No,no preference,No,Next to You by Flavors
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,19,Business: Other,Economics.,Data science,53706,28.6107,-244.1199,Maybe,Other,dog,No,night owl,Yes,Sometimes-Goth Babe
+COMP SCI 319:LEC001,LEC001,No,22,Engineering: Other,ECE,,53715,31.2304,121.4737,Maybe,pineapple,cat,No,no preference,Yes,"Never Gonna Give You Up, by Rick Astley"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,19,Data Science,Nothing,Economics ,53706,35.689,139691,Yes,green pepper,neither,No,night owl,Yes,Sun flower by Post Malone
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,20,Business: Information Systems,,,53706,3.139,101.6869,Maybe,Other,dog,Yes,no preference,Maybe,Livin' on a Prayer by Bon Jovi
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,19,Engineering: Mechanical,,,53706,34.4208,-119.6982,No,pepperoni,dog,Yes,no preference,No,甜蜜蜜 鄧麗君
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,20,Other (please provide details below).,Environmental Science,n/a,53703,39.9526,-75.1652,No,pepperoni,dog,No,no preference,Maybe,Anything from kendrick lamar
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,19,Other (please provide details below).,Geography,,53726,47.6032,-122.3303,Maybe,Other,dog,No,night owl,No,Beef Stew by Nicki Minaj
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,20,Engineering: Other,,,53706,31.298,120.585,No,none (just cheese),cat,No,no preference,Maybe,Subhuman by Garbage
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,21,Statistics,,,53703,43.0389,-87.9065,No,pepperoni,dog,Yes,night owl,Yes,Dirty Water by Foo Fighters
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,18,Engineering: Biomedical,N/A,N/A,53706,43.7696,11.2558,No,pepperoni,dog,No,night owl,Yes,Stick Season by Noah Kahan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,20,Engineering: Mechanical,,,53715,49.4435,1.098,No,sausage,dog,Yes,night owl,Maybe,Sleep on the Floor - The Lumineers
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,18,Science: Other,Biochemistry,,53706,46.595,7.9075,No,pineapple,dog,No,night owl,Maybe,Flower Shops by ERNEST and Morgan Wallen
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,18,Business: Information Systems,,,53703,41.8781,-87.6298,Maybe,pepperoni,dog,Yes,no preference,Yes,All falls Down- Kanye West
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,20,Other (please provide details below).,Journalism,,53706,-22.9068,-43.1729,No,pepperoni,dog,Yes,no preference,Maybe,"Cool Blue by The Japanese House
+
+or
+
+My Love by Until the Ribbon Breaks"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,19,Engineering: Other,,,53706,48.1118,-1.6803,Maybe,none (just cheese),dog,No,night owl,Yes,A Troubled Mind-Noah Kahan
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Industrial,,Naval Science,53703,-18.1248,178.4501,No,sausage,dog,Yes,early bird,No,"Angela, The Lumineers"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Mechanical,,,57303,43.0731,-89.4012,No,pepperoni,dog,No,night owl,Yes,YMCA
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,18,Engineering: Mechanical,,,53706,32,34.8,No,basil/spinach,dog,Yes,night owl,Maybe,Lovestick by asap rocky
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,19,Business: Finance,I am also a Data Science major,,53706,25.1,55.2,Yes,mushroom,dog,No,night owl,Yes,Fein (Feat. playboi carti) by Travis Scott
+COMP SCI 319:LEC001,LEC001,Yes,,Business: Finance,,,53715,30.5,104,No,pineapple,dog,Yes,night owl,Yes,"I love you baby
+
+Paul Anka"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,20,Science: Other,,,53575,43.07,-89.4,Maybe,Other,cat,Yes,night owl,Yes,Sexy Villain - Remi Wolf
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,21,Statistics,,,53703,40.7128,-74.006,No,mushroom,dog,No,early bird,No,my heart will go on
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,20,Business: Information Systems,,Business: Operations & Technology Management ,53703,48.8566,2.3522,Maybe,sausage,dog,Yes,early bird,Yes,30 for 30 by SZA
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical,"
+
+ ",Neurobiology,53706,53.5745,10.0778,No,basil/spinach,cat,No,night owl,Yes,"Maine by Noah kahan
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,19,Business: Actuarial,,RMI,53715,43.0389,-87.9065,No,pepperoni,cat,Yes,night owl,No,Congratulations by Mac Miller
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC002,No,19,Business: Information Systems,,I am also a Marketing major with a certificate in Digital Studies!,53706,39.1434,-77.2014,Maybe,basil/spinach,dog,Yes,night owl,Maybe,"Gracie Abrams: ""Risk"""
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,18,Business: Other,,Data Science,53706,42.3601,-71.0589,Yes,mushroom,dog,No,no preference,Yes,Luther by Kendrick Lamar and SZA
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,19,Other (please provide details below).,Economics,,53703,40.7128,74.006,No,mushroom,dog,Yes,early bird,Yes,Pursuit of Happiness- Kid Cudi
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,18,Engineering: Biomedical,,,53706,39.0742,21.8243,No,sausage,cat,No,early bird,Yes,Weight of Love - The Black Keys
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Biomedical,,,53706,45,-93,No,sausage,dog,No,night owl,No,Die with a Smile - Bruno Mars
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Biomedical,,,53706,19.076,72.8777,No,pineapple,dog,Yes,early bird,Yes,Luther by Kendrick Lamar and SZA.
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Mechanical,,,53706,-45.0327,168.658,No,sausage,dog,Yes,night owl,Yes,Night Changes - One Direction
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,18,Science: Physics,,,53706,40.7,70,No,none (just cheese),neither,No,night owl,Yes,My Eyes by Travis Scott
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,20,Computer Science,,,53703,3.139,101.6869,No,macaroni/pasta,cat,No,early bird,No,GOT7 PYTHON
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Industrial,,,53706,41.8781,-87.6298,No,mushroom,dog,No,night owl,Yes,Coyote Joni Mitchell
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,20,Science: Biology/Life,,,53706,37.8715,112.5512,No,sausage,cat,Yes,early bird,Maybe,Soledad y el Mar by Natalia Lafourcade
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,20,Computer Science,,,53715,37.5665,126.978,No,sausage,neither,Yes,night owl,No,"Echo, The Marias"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,20,Engineering: Mechanical,,,53703,43.7696,11.2558,No,mushroom,neither,No,no preference,No,"When it rains it pours
+
+Luke combs"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53715,45.4408,12.3155,No,sausage,dog,No,night owl,Yes,Put Me Thru by Anderson .Paak
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,17,Computer Science,,,53706,35.6528,139.8395,No,pepperoni,cat,Yes,early bird,Maybe,"40oz, polyphia"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Mechanical,,,53706,42.3009,-71.0684,No,sausage,dog,Yes,night owl,No,Breakdown by Jack Johnson
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Biomedical,,,53706,42.3601,-71.0589,No,pepperoni,dog,No,night owl,Yes,Sweet Child O' Mine by Guns and Roses
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,18,Science: Physics,,Mathematics,53706,37.9838,23.7275,No,none (just cheese),dog,No,no preference,Yes,Bohemian Rhapsody-Queen
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical,Above,None,53706,-29.94,-50.99,No,none (just cheese),dog,No,night owl,No,That's So True by Gracie Abrams
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,19,Computer Science,,data science,53703,43.0731,-89.4012,Yes,sausage,neither,No,night owl,Maybe,doja
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,21,Other (please provide details below).,Geography and Cartography/Geographic Information Systems,"Data Science Certificate, Environmental Studies Certificate",53715,36.1699,-115.1398,No,sausage,dog,Yes,night owl,Yes,"Rain, The Beatles"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,18,Engineering: Biomedical,,,53706,41.16,-8.63,Maybe,sausage,cat,No,night owl,Yes,This Must Be the Place - Talking Heads
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,19,Science: Physics,,Astronomy,53726,36.9741,122.0308,No,pepperoni,dog,No,night owl,Yes,Californication Red Hot Chili Peppers
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC003,No,20,Computer Science,,"Data Science, Economics, Accounting",53706,-1.2921,36.8219,Yes,pepperoni,cat,No,no preference,Yes,"Verdansk, Dave"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Other,,,53706,41.1184,20.8,No,mushroom,dog,No,early bird,Yes,November Air - Zach Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,18,Engineering: Biomedical,n/a,n/a,53706,53.3498,-6.2603,No,green pepper,dog,Yes,night owl,Maybe,Moon River by Frank Ocean
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Biomedical,,,53706,22.0964,-159.5261,No,pineapple,dog,Yes,night owl,No,Maine by Noah Kahan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,19,Computer Science,,Data Science,53711,43.0731,-89.4012,No,none (just cheese),cat,No,night owl,Yes,I'm A Believer - The Monkees
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,19,Engineering: Mechanical,,,53706,44,-88,No,sausage,cat,Yes,night owl,Yes,Triggers - Royal Blood
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,,Engineering: Other,,,53703,36.0671,120.3826,Maybe,mushroom,dog,No,night owl,Yes,《Glad You Came》by Boyce Avenue
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,18,Mathematics/AMEP,,,53715,37.5407,-77.436,No,mushroom,cat,Yes,no preference,Yes,Posthumous forgiveness - Tame Impala
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,19,Engineering: Mechanical,,,53706,21.28,-157.83,No,sausage,cat,Yes,early bird,No,Yellow by Coldplay
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,20,Engineering: Mechanical,,,53715,43.0739,-89.3852,No,macaroni/pasta,cat,No,night owl,Yes,Africa by Toto
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,Yes,24,Statistics,,,53713,30.4515,-91.1871,Yes,mushroom,dog,No,no preference,Yes,Liberation - Outkast ft. Cee-Lo Green
+COMP SCI 319:LEC002,LEC002,No,22,Engineering: Other,,,53703,36.1699,-115.1398,No,pineapple,dog,No,night owl,Yes,dancinwithsomebawdy - ericdoa
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Biomedical,,,53706,45.0033,-93.484,Maybe,sausage,cat,No,night owl,No,Second Nature by Clairo
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,22,Computer Science,,"German, Data Science",53703,45.4404,12.316,No,sausage,dog,No,night owl,Yes,Modern Day Cowboy (Tesla)
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,18,Engineering: Industrial,,,53706,25.0772,55.3093,No,pepperoni,dog,No,night owl,Maybe,Drake - Gods Plan
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Biomedical,,,53706,47.0543,8.3094,Maybe,none (just cheese),cat,Yes,early bird,Maybe,Shes always a woman (billy joel)
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,18,Engineering: Mechanical,,,53706,43.6775,-70.299,No,pepperoni,dog,Yes,early bird,Yes,The Cave by NEEDTOBREATHE
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Industrial,,,57303,34.0549,118.2426,No,sausage,cat,No,night owl,Yes,Feather - Sabrina Carpenter
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Engineering: Other,Material Science and Engineering,,53715,35.8617,104.1954,No,sausage,cat,Yes,night owl,Maybe,"patrick Brasca
+
+BRB
+
+Ryan.B"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,23,Science: Biology/Life,Biochemistry,N/A,53703,33,120,Maybe,pepperoni,cat,No,night owl,Yes,"Piano Concerto No.23 in A major, K.488 - 1. Allegro
+
+Mozart"
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,20,Engineering: Industrial,Industrial Engineering,,53706,,,Maybe,pineapple,dog,No,early bird,No,Ride the Lightning by Warren Zeiders
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,17,Engineering: Mechanical,,,53703,33.1042,-96.6717,No,none (just cheese),dog,Yes,night owl,Yes,Stick Season by Noah Kahan
+COMP SCI 319:LEC004,LEC004,Yes,27,Engineering: Other,Environmental Engineering,,53719,30.98,121.5,Maybe,none (just cheese),dog,No,night owl,No,"Salt
+
+Ava Max"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,Yes,19,Data Science,,,53706,44,91,Yes,Other,cat,Yes,early bird,No,"Oak Island, Zach Bryan "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,18,Business: Finance,,,53706,40.0169,-105.2796,Maybe,pineapple,dog,Yes,early bird,No,Back in Black by ACDC
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Other,Material Science and Engineering,,53706,46.5378,12.1359,No,basil/spinach,dog,Yes,early bird,No,Sweet Dreams by Eurythmics
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,18,Computer Science,,"Data Science, Graphic Design (certificate)",53715,42.6403,18.1083,Yes,basil/spinach,cat,No,night owl,Maybe,South Side - Moby
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,Yes,18,Engineering: Biomedical,,Accounting,53715,41.9028,12.4964,No,pepperoni,dog,Yes,no preference,No,"She Had ME At Heads Carolina, Cole Swindell"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Other (please provide details below).,Currently undecided but intend to have a business major and double major in something along these lines. Wanted to try out this class to see if I would enjoy it ! ,None.,53706,35.5405,-79.3692,Maybe,sausage,dog,No,night owl,Maybe,I have too many liked songs to choose just one! If I were to choose a genre of music thought it would have to be R&B :)
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,19,Engineering: Industrial,N/A.,N/A.,53706,41.9408,-87.7532,No,Other,cat,No,night owl,No,Sunday morning Maroon 5
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Engineering: Mechanical,,,53175,32.7765,-79.931,No,sausage,dog,No,night owl,Maybe,God Gave Me Style - 50 Cent
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,Yes,19,Engineering: Biomedical,,,53726,47.0455,8.308,No,pepperoni,dog,No,early bird,Maybe,Black and White by Niall Horan
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Industrial,,,60010,48.8566,2.3522,Maybe,green pepper,cat,Yes,night owl,Yes,Learning To Fly - Tom Petty and the Heartbreakers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,18,Data Science,,,53706,121.4365,31.1886,Maybe,pineapple,cat,Yes,night owl,Maybe,"Song Title: I Like Me Better
+
+Artist: Lauv "
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,19,Data Science,na,Economics,53715,1.3521,103.8198,Yes,pepperoni,dog,No,early bird,Yes,Toxic Till The End - Rose
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,19,Engineering: Biomedical,,,53706,45.5017,-73.5673,No,pepperoni,dog,No,night owl,Yes,She's always a woman - Billy Joel
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,Yes,22,Other (please provide details below).,Economics,,53703,31.2304,121.4737,No,pineapple,dog,No,early bird,Yes,Kammy - Fred again..
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Biomedical,,,53706,-3.6225,-79.2388,No,macaroni/pasta,cat,No,night owl,Yes,"DtMF, by Bad Bunny"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,18,Other (please provide details below).,Molecular and Cell Biology,Statistics,53706,35.0844,-106.6504,No,Other,dog,Yes,early bird,No,Run by One Republic
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Mechanical,,,53706,43.0731,-89.4012,Maybe,Other,cat,No,night owl,Maybe,Lovers Rock - TV Girl
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,Yes,19,Engineering: Other,Engineering Mechanics: Aerospace,Applied Mathematics,53715,41.3851,2.1734,No,pepperoni,cat,Yes,early bird,Yes,Set Sail by The Movement
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Mechanical,,,53706,43.0747,89.3842,No,pineapple,dog,Yes,night owl,Yes,"The Man who sold the world, David Bowie"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,19,Other (please provide details below).,Economics,,53703,35.994,-78.8986,Yes,none (just cheese),dog,Yes,night owl,Yes,Any song by Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,20,Science: Other,Biochemistry,Chinese,53703,41.8781,87.6298,No,sausage,cat,No,night owl,Yes,Empire of the Sun-We the People
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,21,Business: Information Systems,,,53703,43.0731,-89.4012,Maybe,sausage,cat,Yes,night owl,Yes,"Scott Mescudi Vs. The World, By Kid Cudi"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,19,Other (please provide details below).,Music ,Data science,53706,41.8781,-87.6298,Yes,macaroni/pasta,cat,No,night owl,Yes,Oompa Loompa song from Wonka
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Mechanical,,,53706,37.5641,126.9756,No,pepperoni,dog,No,night owl,Yes,toxic till the end by ROSE
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Business: Other,,certificate in data science,53706,43.7696,11.2558,No,mushroom,dog,No,night owl,No,"Vienna, Billy Joel"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,18,Engineering: Biomedical,,,53715,45.1034,-93.7295,No,pepperoni,dog,No,early bird,Maybe,"See You Again, Tyler the Creator"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,Yes,19,Business: Actuarial,,Business: Risk Management and Insurance,53703,43.0752,-89.3964,No,pepperoni,cat,No,no preference,Yes,Prison Song - System of a Down
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,20,Engineering: Biomedical,,,53703,52.37,4.9,No,sausage,dog,No,night owl,Yes,Fast Forward - Floating Points
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,No,19,Engineering: Biomedical,,,53706,41,12,No,pepperoni,dog,Yes,night owl,No,Locked out of Heaven - Bruno Mars
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,18,Engineering: Mechanical,,,53715,43.8464,-91.2398,No,pepperoni,dog,Yes,night owl,Maybe,Missed Call by Treaty Oak Revival
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Biomedical,,,53706,55.9533,-3.1883,No,pepperoni,dog,No,night owl,Yes,Work Song - Hozier
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,20,Computer Science,,,53703,25.033,121.5654,No,tater tots,cat,No,night owl,Yes,Dive - Olivia Dean
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,21,Other (please provide details below).,My primary major is Classical Humanities. ,,53703,36.5983,-121.8964,No,green pepper,cat,No,night owl,Yes,"My Father's House, Eidola"
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Science: Physics,,Astronomy,53706,43.0731,-89.4012,Maybe,sausage,dog,No,night owl,Yes,Judaiyaan- Darshan Raval
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Industrial,,,53706,43.0495,88.0076,No,pepperoni,dog,No,night owl,Maybe,Holy Ghost Asap Rocky
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,19,Engineering: Mechanical,,,53706,43.0728,-89.3835,No,pepperoni,dog,No,night owl,Yes,Something in the Orange: Zach Bryan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,19,Engineering: Other,Chemical Engineering ,,53706,43.0739,-89.3852,No,macaroni/pasta,dog,No,night owl,Yes,Dancing Queen by Abba
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,19,Business: Actuarial,,,53706,52.3732,4.8907,No,pepperoni,dog,Yes,night owl,No,Popular Weeknd
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,23,Other (please provide details below).,Consumer Behavior and Marketplace Studies,Economics,53703,42.3555,71.0565,No,Other,dog,Yes,early bird,No,Jackie and Wilson by Hoizer
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,18,Science: Biology/Life,,,53706,43.0731,43.0731,Maybe,mushroom,dog,Yes,early bird,Maybe,Live Well - Palace
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,18,Business: Finance,,,53706,-34.9276,-57.9578,Yes,mushroom,cat,Yes,early bird,Yes,Cafe con ron Bad Bunny
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,19,Engineering: Industrial,,,53715,52.6638,8.6267,No,pepperoni,cat,No,early bird,Maybe,Do for love - Tupac
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,40.6958,-73.8666,No,pineapple,cat,Yes,no preference,Yes,Hell on the heart Eric Church
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,Yes,19,Other (please provide details below).,Undecided,,53715,40.7128,-74.006,Maybe,pepperoni,dog,Yes,night owl,Yes,"New Drop, Don Toliver"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,18,Engineering: Mechanical,,,53706,41.88,87.62,No,sausage,dog,No,night owl,Maybe,Buy dirt by Jordan Davis
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,21,Other (please provide details below).,economics,n/a,53073,415204.8,873954,No,green pepper,dog,Yes,night owl,Yes,"you're not the only one - the sundays
+
+blue Sunday - the doors
+
+dazed and confused - led zeppelin"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,19,Data Science,,Economics,53706,6.5244,3.3792,Yes,Other,dog,No,early bird,Maybe,Jealousy - Khalil Harrison & Tyler ICU
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,20,Data Science,,,53703,41.8781,-87.6298,Yes,none (just cheese),dog,Yes,early bird,No,charlie brown - coldplay
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,42.3601,-71.0589,No,mushroom,cat,No,no preference,No,"My My, Hey Hey - Neil Young"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Mechanical,,,53706,41.9028,12.4964,No,pepperoni,cat,No,no preference,Yes,Replay by Iyaz
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,No,19,Business: Finance,,,53066,25.2048,55.2708,No,pepperoni,neither,No,night owl,Yes,Duvet Boa
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,18,Statistics,,,53706,43.0731,-89.4012,Maybe,none (just cheese),dog,No,early bird,Yes,RIOT! - Earl Sweatshirt
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,19,Other (please provide details below).,Economics with Math Emphasis,Data Science,53715,41.8781,-87.6298,Yes,sausage,dog,No,night owl,Yes,Everybody Wants To Rule The World by Tears For Fears
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,20,Engineering: Industrial,,,53703,40.7128,-74.006,No,pepperoni,dog,No,night owl,Yes,Stairway to Heaven by Led Zepplin
+COMP SCI 319:LEC004,LEC004,No,27,Other (please provide details below).,Information,,53715,48.8566,2.3522,No,Other,cat,No,night owl,Yes,Instant Crush (feat. Julian Casablancas) - Daft Punk
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,18,Data Science,Planning on to be Data Science.,Global Health or communications possibly.,53715,36.1975,-79.7935,Yes,basil/spinach,neither,Yes,no preference,Maybe,"Give Me Everything by Pitbull
+
+Me Like Yuh Jay Park "
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,19,Business: Actuarial,,Risk Management and Insurance,53715,41.3851,2.1734,Maybe,sausage,dog,No,night owl,Yes,Like a Boy by Ciara
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,20,Statistics,,,53703,23.1291,113.2644,Maybe,none (just cheese),dog,Yes,night owl,Maybe,Flashing light by kanye west
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,19,Science: Biology/Life,,,53715,53715,-106.3468,Maybe,pepperoni,cat,No,night owl,Yes,When I was your man - Bruno Mars
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Data Science,,,53706,43.1049,-89.3512,Yes,tater tots,cat,Yes,night owl,Yes,A Love Supreme Pt I - John Coltrane
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,20,Statistics,,,53711,34.6887,-82.8349,No,sausage,dog,Yes,night owl,Yes,Go Your Own Way - Fleetwood Mac
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,18,Data Science,,,53715,30,114,Maybe,mushroom,cat,No,night owl,Yes,Standing Before Mt. Fuji by Eason Chan
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Industrial,,,53703,43.4796,-110.7624,No,sausage,dog,No,night owl,No,Miss You - The Rolling Stones
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,20,Engineering: Mechanical,,,53702,45.4408,12.3155,No,pepperoni,dog,No,night owl,Maybe,"Escape, by RupertHolmes"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,19,Engineering: Other,,,53705,43.08,-89.383,No,basil/spinach,cat,No,no preference,No,"I'm too embarrassed to open Youtube in the middle of class- also, I'm in Louis's section. I'm so sorry."
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,22,Computer Science,,DS and Stat,53715,37.5326,127.0246,Maybe,pepperoni,dog,No,night owl,No,Marigold - Aimyon
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Other,N/A,N/A,53706,43.1686,-89.2784,No,none (just cheese),cat,No,early bird,Yes,California Dreaming' - The Mamas and The Papas
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,,Other (please provide details below).,Economics,,53703,51.5074,-0.1278,No,none (just cheese),dog,No,night owl,Yes,The only exception by Paramore
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Biomedical,,,53715,32.7157,117.1611,No,pineapple,dog,No,night owl,Yes,Jingle BOOM! - A.J. & Big Justice
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Biomedical,,,53706,52.3062,10.4835,No,basil/spinach,dog,No,night owl,Yes,Black Magic Woman by Santana
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,,Engineering: Biomedical,,,53706,1.3521,103.8198,Yes,pepperoni,dog,No,night owl,Yes,Come Together by The Beatles
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,sausage,dog,Yes,night owl,Yes,Houston Old Head by A$AP Rocky
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,Yes,19,Computer Science,computer science ,,53703,35.6764,139.65,Yes,basil/spinach,neither,No,night owl,Yes,"green room ken carson
+
+summer sixteen osamason
+
+congrats osamason
+
+pose for the pic che
+
+swag overlord ken carson
+
+intro ken carson
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,19,Science: Biology/Life,,,53706,30.2741,120.1551,Yes,sausage,cat,No,night owl,Yes,no favorite songs
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,18,Computer Science,n/a,Physics?,53706,34.8927,127.9688,Maybe,mushroom,neither,Yes,no preference,Maybe,"Tender Surrender, Steve Vai"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC004,No,21,Data Science,,,53711,37.5665,126.978,Yes,pineapple,dog,No,night owl,Yes,pink + white - frank ocean
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,20,Engineering: Industrial,,,53715,34,-118,No,sausage,dog,No,night owl,Yes,Payphone - Maroon 5
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,20,Engineering: Mechanical,,,53711,33.63,-111.85,No,pepperoni,dog,Yes,night owl,Yes,"While My Guitar Gently Weeps - Prince, Tom Petty, Jeff Lynne"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Statistics,,,53706,45.9213,89.2035,Maybe,tater tots,dog,No,no preference,Maybe,Agnes by Glass Animals
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Other (please provide details below).,"I am currently a pre-business student choosing between the fields of finance, real estate, data science, and economics.",,53706,45.8711,89.7093,Maybe,sausage,dog,Yes,night owl,Yes,Banana Pancakes - Jack Johnson
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,20,Science: Other,Biochemistry,,53703,43.4799,110.7624,No,sausage,dog,No,night owl,Yes,Wish you were here - Pink Floyd
+COMP SCI 319:LEC004,LEC004,Yes,24,Engineering: Other,ECE,N/A,53711,39.9042,116.4074,No,mushroom,dog,No,night owl,Yes,"song:爱我还是他
+
+singer:陶喆"
+COMP SCI 319:LEC004,LEC004,Yes,26,Other (please provide details below).,Electrical and computer Engineering,,53711,38.9248,121.6279,Maybe,pepperoni,dog,No,night owl,No,EMINEM
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Mechanical,,,53706,41.3874,2.1686,Maybe,mushroom,dog,Yes,night owl,Yes,Many Men (Wish Death) by 50 Cent
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Biomedical,,,53706,48.8566,2.3522,No,pepperoni,cat,Yes,no preference,Maybe,"Whitney Houston: I Wanna Dance with Somebody
+--------------------------------------------
+
+Bob Marley and The Wailers: Could You Be Loved"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,18,Engineering: Biomedical,N/A,N/A,53706,41.3851,2.1734,No,pepperoni,dog,No,night owl,Maybe,Rolling Stone - Brent Faiyaz
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,18,Engineering: Mechanical,,,53706,37.7749,-122.419,No,pineapple,dog,Yes,night owl,Yes,Roll the Dice by Arden Jones
+COMP SCI 319:LEC002,LEC002,Yes,24,Other (please provide details below).,International Public Affairs,N/A,53715,41.795,140.74,No,pepperoni,cat,No,night owl,Yes,Astronaut - Simple Plan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,19,Science: Other,,Data Science,53703,35.6895,139.6917,Yes,sausage,dog,Yes,no preference,Maybe,Cant Feel My Face - The Weeknd
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,18,Statistics,,Political Science,53706,42.2499,-71.0409,No,basil/spinach,dog,Yes,no preference,Yes,Waiting Room by Phoebe Bridgers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,21,Science: Biology/Life,,,53715,48.8575,2.3514,No,mushroom,dog,No,night owl,Yes,Take On Me by A-ha
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,18,Engineering: Biomedical,,,53706,44.932,-93.2853,No,pepperoni,dog,Yes,night owl,Yes,Operator (That's Not the Way It Feels) by Jim Croce
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,19,Engineering: Mechanical,,,53706,41.8789,-87.6355,No,pepperoni,cat,Yes,no preference,Maybe,someday by the strokes
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,Yes,18,Engineering: Biomedical,,,53706,43.7696,11.2558,Maybe,basil/spinach,dog,No,night owl,Maybe,Boy - Lee Brice
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,19,Engineering: Biomedical,,,53715,35.6895,139.6917,No,mushroom,dog,No,night owl,Maybe,Button by Lyn Lapid
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,18,Engineering: Mechanical,,,53706,24.1477,120.6736,No,Other,dog,No,night owl,Yes,Remember the Time - Michael Jackson
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,20,Science: Biology/Life,,Life Science Communication,53706,43.0844,-89.3812,No,Other,dog,Yes,no preference,Yes,"Reach Out, Four Tops"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,Yes,19,Science: Physics,,Astronomy-Physics,53706,44.2165,-114.93,Maybe,pepperoni,dog,No,early bird,Yes,"Bad Kids to the Back, Snarky Puppy"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,18,Other (please provide details below).,Undecided planning on Biomedical Engineering,,53706,37.3925,-5.9941,No,none (just cheese),cat,No,night owl,No,Much too Much - Rex Orange County
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,18,Science: Biology/Life,,,53706,39.9042,116.4074,No,sausage,cat,No,night owl,Maybe,"A Heart Like Hers, Mac DeMarco"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Biomedical,,,53706,25.0338,121.527,No,green pepper,dog,Yes,early bird,Maybe,Alaska - Maggie Rogers
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,18,Engineering: Mechanical,,,53706,43.8307,-91.2395,No,macaroni/pasta,dog,Yes,night owl,Maybe,"New York, Lucki"
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,No,22,Engineering: Other,,,53703,12.3715,-1.5197,No,sausage,neither,No,no preference,Yes,Flowers by Samantha Ebert
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,20,Science: Biology/Life,,Spanish,53715,39.4822,-106.0435,No,pepperoni,dog,No,no preference,No,"Title ""Rockin' in the Free World""
+
+Artist: Neil Young"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,19,Science: Biology/Life,,,53715,43.05,-89.45,No,pepperoni,dog,No,early bird,Maybe,Pictures of You by The Cure
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,,Engineering: Mechanical,,,54944,44,-89,No,sausage,dog,No,night owl,Yes,Apple Pie by Travis Scott
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,20,Data Science,,Maybe stats,53703,43.0731,-89.4012,Yes,sausage,dog,No,night owl,Maybe,Jay Chou
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,N/A,N/A,53706,40.7128,-74.006,No,basil/spinach,dog,No,night owl,Maybe,"Two Princes - Spin Doctors
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,20,Engineering: Biomedical,,,53715,41.8781,-87.6298,No,mushroom,dog,No,early bird,Maybe,Maria by Justin Bieber
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,20,Other (please provide details below).,Economics ,Statistics ,53703,37.5,127.02,No,pepperoni,dog,No,night owl,Maybe,Rewrite the Stars (Zac Efron and Zendaya)
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,19,Other (please provide details below).,Political Science,Business: Finance,53703,40.7128,-74.006,Maybe,none (just cheese),dog,No,early bird,Yes,America by Simon and Garfunkel
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,19,Data Science,,"Legal Studies, International Studies",53706,53.9045,27.5615,Yes,sausage,cat,No,no preference,Yes,Spanish Eyes - Ricky Martin
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Engineering: Industrial,,,53706,43.18,-89.21,Maybe,sausage,dog,No,night owl,No,Telescope cage the elephant
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,20,Other (please provide details below).,Economics,Mathematics,53590,71,42,No,mushroom,dog,Yes,night owl,No,You're The One by The Vogues
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,Yes,19,Other (please provide details below).,Undecided but scouting out Information Science as a major.,Also considering a Comm Arts major. ,53711,43.0731,-89.4012,Yes,sausage,dog,Yes,no preference,Yes,Kick Your Game -> TLC
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,19,Science: Other,Genetics and Genomics,,53706,42.3601,-71.0589,Maybe,pepperoni,dog,No,night owl,No,Champagne Problems Taylor Swift
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,18,Engineering: Biomedical,,,53706,37.8136,144.9631,Maybe,basil/spinach,cat,Yes,night owl,Yes,"sunday morning views
+
+by: Drod"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,Yes,20,Data Science,,,53703,43.0731,-89.4012,Yes,pepperoni,dog,No,night owl,Yes,Let Go - Aaron May
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,19,Engineering: Biomedical,,,53706,29.9012,-81.3124,No,pepperoni,dog,No,early bird,Yes,Dreams by Fleetwood Mac
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,19,Data Science,,Economics,53706,51.5074,-0.1278,Yes,pepperoni,dog,Yes,no preference,No,Good Life by Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,20,Engineering: Biomedical,,,53715,43.6123,-110.7054,No,pepperoni,dog,Yes,early bird,No,When It Rains It Pours by Luke Combs
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,18,Engineering: Mechanical,,,53706,62.8126,-150.2252,No,pepperoni,dog,No,no preference,Maybe,Forever - Noah Kahan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,18,Engineering: Industrial,,,53706,27.2679,-82.5555,No,macaroni/pasta,dog,No,night owl,No,Unwritten by Natasha Bedingfield
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,20,Business: Other,Accounting,Information Systems,53703,44.8977,-85.9916,No,pepperoni,dog,Yes,night owl,Yes,Vienna Billy Joel
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,20,Science: Other,,Computer Science,53715,70.221,-148.39,No,sausage,cat,No,night owl,No,"I Miss You, Blink-182"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,20,Science: Biology/Life,,,53726,42.3,-711,No,green pepper,cat,Yes,early bird,No,Silver Lining by Mt. Joy
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Data Science,,,53715,36.154,-99.952,Yes,basil/spinach,neither,No,night owl,Yes,Jealous - Eyedress
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,Yes,18,Statistics,,,53706,42.3555,71.0565,Maybe,basil/spinach,dog,No,night owl,Maybe,Dreams by Fleetwood Mac
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,pepperoni,dog,Yes,early bird,Maybe,Restless Mind by Sam Barber
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,20,Engineering: Other,Engineering: Aerospace,"Aerospace Engineering, Data Science ",53703,74.006,40.7128,Yes,pepperoni,dog,Yes,night owl,Yes,"American Pie, Don McLean "
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,21,Statistics,,Mathematics,53703,39.9042,116.4074,No,mushroom,cat,No,no preference,Maybe,Mind over Matter by PVRIS
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,19,Engineering: Mechanical,non,non,,33.5138,33.5138,No,mushroom,neither,No,early bird,Maybe,"1) Hobbak Metl Beirut- elissa
+
+2) Mararti Bisadri - Kadim Al Sahir
+
+3) Betew7ashini- Weal Jassar
+
+ "
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Mechanical,,,53706,34.2121,-119.0341,No,macaroni/pasta,cat,Yes,no preference,Maybe,7 Summers - Morgan Wallen
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,No,19,Other (please provide details below).,Economics,none,53706,41.8781,-87.6298,No,mushroom,neither,Yes,night owl,Yes,mind over matter by Young the Giant.
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC002,Yes,18,Engineering: Mechanical,,,53706,20.7754,-156.4534,No,sausage,dog,No,night owl,Yes,Take Me Out - Franz Ferdinand
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,19,Engineering: Mechanical,,"AMEP - Applied Mathematics, Engineering and Physics Program",53703,9.3183,76.6135,No,sausage,dog,No,night owl,Yes,TobyMac help is on the way
+COMP SCI 319:LEC002,LEC002,Yes,27,Data Science,N/A,N/A,53705,25.033,121.5654,Maybe,mushroom,cat,Yes,early bird,Maybe,I drink wine - Adele
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,19,Data Science,,,53706,20.6752,-103.3473,Yes,pepperoni,dog,Yes,night owl,Yes,El hijo major- junior H
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,Yes,18,Engineering: Mechanical,/,/,53706,30.5728,104.0668,No,pepperoni,neither,No,night owl,Maybe,Call of silence / gemie
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,18,Engineering: Mechanical,,,53151,42.9955,-88.0957,No,pepperoni,dog,No,night owl,Yes,none
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,Yes,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,pepperoni,dog,Yes,no preference,Maybe,Under the Bridge by Red Hot Chili Peppers
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,No,20,Science: Biology/Life,,,53703,51.5074,-0.1278,No,pineapple,cat,No,night owl,Yes,When Am I Gonna Lose You by Local Natives
+COMP SCI 319:LEC003,LEC003,No,33,Data Science,,,53704,43.7102,7.262,No,pepperoni,dog,Yes,night owl,Yes,Cruel Summer - Taylor Swift
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,19,Other (please provide details below).,Economics,,53715,22.5726,88.3639,Maybe,Other,dog,No,night owl,Yes,Norwegian Wood by The Beatles
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,19,Engineering: Industrial,,,53703,44.0221,-92.4666,No,pepperoni,dog,No,night owl,Yes,UK rap- central cee/dave
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,19,Science: Physics,,,53706,35.676,139.65,No,basil/spinach,dog,Yes,night owl,Yes,My favorite song is Stayin Alive from the Bee Gees
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Other (please provide details below).,economics,data science,53715,32.72,-117.16,No,sausage,dog,Yes,early bird,Yes,"You're the one kaytranada, syd"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,20,Business: Finance,,Business: Management,53703,21.1619,-86.8515,Maybe,pepperoni,dog,No,night owl,Maybe,Kryptonite by The Better Life
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,19,Business: Finance,N/A,Real Estate,53706,42.355,-71.057,No,pepperoni,dog,Yes,night owl,Yes,"Crazy Story Pt 3
+
+King Von"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,18,Data Science,,Economics,53706,32.69,-117.18,Yes,pepperoni,dog,Yes,no preference,Maybe,Tin Man - America
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,Yes,19,Other (please provide details below).,Astrophysics,"Data science, physics",53706,43.06,88.4042,Yes,mushroom,dog,Yes,night owl,Yes,Tear in Space- Glass Animals
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,20,Computer Science,,,53175,51.5074,-0.1278,No,pepperoni,cat,No,night owl,Yes,Sex [EP Version] - The 1975
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,19,Engineering: Other,EE,Spanish,53715,40.4168,-3.7038,Maybe,basil/spinach,dog,No,no preference,No,Lune by Moya
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,19,Science: Biology/Life,,,53715,10.012,76.2901,No,pineapple,dog,Yes,night owl,No,good things fall apart by Jon Bellion
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,20,Engineering: Mechanical,n/a,n/a,53715,49.9712,10.4182,No,pepperoni,dog,No,night owl,Yes,Homecoming- Kanye
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,19,Engineering: Mechanical,,,53706,37.0475,112.5263,No,sausage,dog,Yes,early bird,No,Stick Season - Noah Kahan
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,18,Computer Science,n/a,Mathematics,53706,45.4408,12.3155,Maybe,mushroom,neither,No,night owl,Maybe,Instant Crush - Daft Punk
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,21,Science: Chemistry,n/a,n/a,53703,40.62,14.48,No,macaroni/pasta,cat,No,night owl,No,Club can't handle me - Flo Rida
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,19,Business: Actuarial,N/A,N/A,53703,40.7128,-74.006,Maybe,pepperoni,dog,Yes,night owl,Maybe,Sunshine by Steve Lacy
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,19,Engineering: Mechanical,,,53706,35.8819,-106.3077,No,pepperoni,dog,Yes,early bird,Yes,All my love - Noah Kahan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,Yes,21,Statistics,,,53715,35.9078,127.7669,Yes,mushroom,cat,Yes,no preference,No,Take On Me by a-ha
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,20,Other (please provide details below).,Economics,Chinese,53703,20.7815,-156.4627,No,pepperoni,cat,No,night owl,Yes,She will be loved by Maroon5
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,18,Business: Information Systems,,,53706,40.7128,-74.006,No,pepperoni,dog,No,early bird,No,"24/7, 365 by Elijah Woods"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,19,Business: Information Systems,,,53715,53.9006,27.559,Yes,sausage,dog,No,night owl,Yes,Breaking Dishes - Rihanna
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,18,Science: Biology/Life,NA,NA,53715,31.2304,121.4737,Yes,pepperoni,dog,No,night owl,Yes,Like Me Better -Lauv
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,-33.8688,151.2093,No,pepperoni,dog,No,night owl,Maybe,"Bones, Imagine Dragons"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,20,Data Science,,"Data Science, Molecular and Cell Biology",53715,39.9,116.36,Yes,sausage,dog,No,night owl,Yes,Last Dance - Bigbang
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,20,Business: Finance,,Real Estate,53703,40.718,-74.3587,No,none (just cheese),dog,No,early bird,Maybe,One of these Nights - Eagles
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,21,Data Science,N/A,Economics,53711,40,116,Yes,pineapple,cat,No,no preference,Yes,Hastune Miku
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,20,Computer Science,,,53706,40.7128,-74.006,No,Other,dog,Yes,night owl,Maybe,Blackjack ---> Gunna
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,Yes,19,Engineering: Biomedical,na,Looking possibly for a different field of engineering ,53715,43.7382,11.2299,No,sausage,dog,No,night owl,Yes,"Echo by Incubus (So good, live for the guitar riff at the beginning and the chorus vocals)"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC001,Yes,19,Engineering: Industrial,N/A,N/A,53703,43.7684,11.2562,No,pepperoni,dog,Yes,night owl,Yes,Disorder by Joy Division
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,20,Engineering: Biomedical,,,53715,51.5074,-0.1278,No,pepperoni,cat,No,no preference,Maybe,"We Are Young
+
+fun."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,20,Data Science,,,53726,39.9042,116.4074,Yes,pepperoni,dog,No,night owl,Yes,Toxic by Meovv
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,18,Data Science,,"Economics, Consulting Certificate",53706,41.8818,-87.6232,Yes,pepperoni,dog,Yes,early bird,Maybe,"Cigarettes and Coffee, Otis Retting"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC002,No,19,Business: Information Systems,,Business: Operations Technology Management,53703,43.3216,-87.9518,No,sausage,dog,Yes,early bird,Yes,Biggest Part of Me - Ambrosia
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,20,Engineering: Mechanical,,,53703,43.0309,-87.9047,No,mushroom,cat,No,no preference,No,I can't get no satisfaction - Rolling stones
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,20,Engineering: Mechanical,,,53715,44.9778,-93.265,No,pineapple,cat,No,night owl,Yes,Total Eclipse of the Heart by Bonnie Tyler
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,18,Data Science,,Economics,53706,,,Yes,pepperoni,dog,No,night owl,Yes,
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,19,Science: Biology/Life,,Psychology,53715,43.0758,-89.4001,No,mushroom,dog,No,night owl,Yes,Redbone by Childish Gambino
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,Yes,18,Data Science,Data Science,Risk Management,53706,41,2.17,Yes,sausage,dog,No,early bird,Yes,See you again-Tyler the Creator
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,18,Data Science,,,53706,22.8948,-109.9152,Yes,none (just cheese),dog,Yes,early bird,No,miami- will smith
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,21,Other (please provide details below).,economics,n/a,53715,74.006,40.7128,Yes,pepperoni,dog,No,night owl,Yes,riptide
+COMP SCI 319:LEC002,LEC002,Yes,29,Science: Other,Geosciences Graduate Student,,53715,41.3851,2.1734,No,pineapple,dog,No,night owl,Yes,Xtal Aphex Twin
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,18,Other (please provide details below).,Cartography & Geographic Information Systems,,53703,41.88,-87.6,No,sausage,cat,No,night owl,Yes,The Other Side of Paradise - Glass Animals
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,19,Other (please provide details below).,My primary major is Biochemistry,,53726,43.0703,-89.422,No,pepperoni,cat,No,night owl,Maybe,My favorite singer is SZA
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,18,Engineering: Biomedical,,,53706,37.9838,23.7275,No,sausage,dog,No,night owl,No,Forever by Noah Kahan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,20,Other (please provide details below).,"Environmental Sciences, but planning on transferring to the industrial engineering major",,53703,-12.0464,-77.0428,No,pepperoni,cat,No,night owl,Yes,circles - mac miller
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,20,Engineering: Biomedical,,,53726,33.8847,-118.4109,No,pepperoni,dog,No,night owl,Yes,"Title: Self Esteem
+
+Artist: The Offspring"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,18,Engineering: Other,Civil Engineering,,53706,43.0645,-88.1192,No,pepperoni,dog,Yes,no preference,No,"Mother Natures Song, By the Beatles"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,20,Science: Physics,,Currently working my way into the mechanical engineering major,53703,23.725,-100.5469,No,sausage,dog,Yes,night owl,No,Loco - Neton Vega
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,Yes,20,Data Science,,,53706,71,42,Yes,pepperoni,cat,No,night owl,,Threat of Joy - The Strokes
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,18,Engineering: Biomedical,,,53706,18.4663,-66.1052,No,sausage,dog,No,night owl,Yes,Close to you by Gracie Abrams
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,18,Business: Other,Business: Accounting,Business: Information Systems,54942,51.51,0.12,No,Other,dog,Yes,night owl,Yes,Laser-Shooting Dinosaur by Angus McSix
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,20,Engineering: Biomedical,N/A,N/A,55449,35.6895,139.6917,No,pepperoni,dog,Yes,night owl,Yes,"Mystery Lady - Masego, Don Toliver"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,18,Statistics,,Cell Biology,53075,,,No,basil/spinach,cat,Yes,early bird,No,Be Sweet by Japanese Breakfast
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,Yes,18,Data Science,,Economics,53706,37.3859,-5.9906,Yes,none (just cheese),dog,Yes,night owl,Yes,"Assassin, John Mayer"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,19,Engineering: Mechanical,,,53715,25,-80,No,pepperoni,dog,No,night owl,Yes,All Your'n- Tyler Childers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,Yes,19,Engineering: Biomedical,,,53704,44.5133,-88.0133,No,sausage,dog,No,night owl,No,Under Pressure - Queen
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Biomedical,,,53706,19.64,-155.9969,No,green pepper,dog,Yes,early bird,Maybe,Dreams Fleetwood Mac
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,20,Engineering: Other,,,53528,40.7128,-74.006,No,pepperoni,dog,No,no preference,Maybe,Amazonia by Gorjira
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,19,Other (please provide details below).,Economics,,53706,37.3414,-122.0284,No,pineapple,dog,No,night owl,Yes,"One of These Nights, Eagles"
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,18,Computer Science,,"Data Science, Economics",53706,51.5074,-0.1278,Yes,pepperoni,dog,Yes,night owl,Yes,16 by Baby Keep
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,18,Other (please provide details below).,"Music: Performance
+
+Engineering/Science/Undecided?",,53706,49.8,-63.3,No,pepperoni,dog,No,early bird,Yes,"Just the Way You Are, Billy Joel"
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Biomedical,,,53706,46.4761,-93.9014,No,sausage,cat,Yes,night owl,Maybe,"One of my favorite songs is ""New Perspective"" by Noah Kahan."
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Mechanical,,,53706,38.9072,-77.0369,No,pepperoni,cat,No,night owl,Yes,Weird Fishes - Radiohead
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,18,Statistics,,,53706,33.4484,-112.074,Maybe,pepperoni,dog,No,night owl,Maybe,Springsteen by Eric Church
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Biomedical,,,53706,47,87,No,pepperoni,dog,Yes,early bird,Maybe,Upside down Jack Johnson
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,18,Other (please provide details below).,Economics,Data Science,53706,41.8781,-87.6298,Yes,macaroni/pasta,cat,Yes,early bird,Yes,Bad Boy - Red Velvet
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,Yes,19,Data Science,,,53706,46.8182,8.2275,Yes,none (just cheese),dog,Yes,early bird,Maybe,Classic music
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,20,Engineering: Biomedical,,,53703,41.9028,12.4964,No,mushroom,dog,No,night owl,Maybe,"Dancing queen, ABBA"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,19,Mathematics/AMEP,,Economics,53706,31,121,Maybe,pineapple,neither,No,night owl,Yes,ma meilleure ennemie
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC002,No,19,Engineering: Mechanical,,,53706,30.246,87.7,No,sausage,dog,Yes,night owl,Yes,A Cold Sunday - Lil Yachty
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Science: Biology/Life,,data science,53715,32.0603,118.7969,Maybe,mushroom,cat,No,night owl,No,counting star
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,19,Science: Other,,Data science,53706,32.8328,-117.2713,Maybe,sausage,cat,Yes,night owl,Maybe,Please Please Please - Sabrina Carpenter
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,18,Other (please provide details below).,education policy,,53706,48.8566,2.3522,No,sausage,dog,No,night owl,Yes,Better Than - Lake Street Dive
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,18,Business: Actuarial,N/A,Risk Management & Insurance,53706,39.9526,-75.1652,No,macaroni/pasta,cat,No,no preference,Maybe,See you again - Tyler the Creator
+COMP SCI 319:LEC001,LEC001,Yes,22,Engineering: Biomedical,,,53705,31.2304,121.4737,Maybe,mushroom,dog,No,no preference,Yes,"city of stars, ryan gosling & emma stone"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Mechanical,,,53715,48.86,2.3488,No,pepperoni,dog,No,night owl,Maybe,Silver Springs- 2004 remastered By: Fleetwood Mac
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,19,Science: Other,,Data science,53706,32.8328,-117.2713,Maybe,sausage,cat,Yes,night owl,Maybe,Good Graces - Sabrina Carpenter
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Biomedical,,,53715,26.1267,-81.7863,No,none (just cheese),cat,Yes,early bird,No,Ground Khalid
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Business: Actuarial,,Risk Management & Insurance,53706,-87.6298,41.8781,Maybe,pineapple,cat,Yes,night owl,No,Electric Relaxation by a Tribe Called Quest
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,18,Business: Actuarial,,,53703,45.1602,-87.1719,No,pepperoni,dog,No,no preference,No,Les by Childish Gambino
+COMP SCI 319:LEC002,LEC002,Yes,23,Other (please provide details below).,Agricultural and Applied Economics,N/A,53703,37.87,112.55,Maybe,pepperoni,cat,No,early bird,Yes,Unconditional by Eason Chan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC001,Yes,19,Data Science,N/.A,Economics,53706,43.8,123.5,Maybe,mushroom,dog,No,early bird,No,lie BTS
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Data Science,,,57303,43.8514,-89.1338,Yes,pineapple,cat,No,night owl,Yes,Better Off Alone - Alice Deejay
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,22,Science: Biology/Life,,Neurobiology,53715,44.0121,-92.4802,No,sausage,dog,Yes,early bird,Yes,"Five Leaf Clover, Luke Combs"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,Yes,18,Engineering: Biomedical,,,53706,39.9526,-75.1652,No,pepperoni,dog,Yes,night owl,No,Any colour you like - Pink Floyd
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,19,Data Science,,,53715,32.0853,34.7818,No,pepperoni,dog,No,night owl,Maybe,New Years Day by Charlie Robison
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Mechanical,,Business: Other,53726,41.8781,-87.6298,Yes,pepperoni,dog,Yes,no preference,Yes,Billy Joel- Vienna
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Biomedical,,,53706,20.8771,-156.6813,No,basil/spinach,dog,No,no preference,Yes,If We Were Vampires by Jason Isbell and the 400 Unit
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Other,Undecided,,53706,32,118,No,sausage,neither,No,night owl,Yes,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,19,Engineering: Biomedical,,,53715,51.5074,-0.1278,No,none (just cheese),cat,No,night owl,Yes,Take it easy by the eagles
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,19,Engineering: Mechanical,,,53706,36.1946,139.043,No,Other,dog,No,no preference,Maybe,Killer Queen Queen
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,18,Engineering: Biomedical,,,53706,44.9778,-93.265,No,basil/spinach,dog,Yes,night owl,Yes,She Lit a Fire by Lord Huron
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,29.4316,106.9123,No,pepperoni,neither,Yes,no preference,Yes,
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53089,-17.7134,178.065,No,sausage,dog,No,night owl,Yes,"A Bar Song, Shaboozey"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,Yes,21,Other (please provide details below).,Economics,,53703,44.7785,-81.2872,Maybe,sausage,dog,No,night owl,No,seasons-wave to earth
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,18,Engineering: Mechanical,,,53706,35.6764,139.65,No,sausage,dog,No,night owl,Maybe,4 Your Eyez Only - J Cole
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,No,19,Engineering: Mechanical,,,53706,17.1584,-89.0691,No,pepperoni,dog,No,night owl,Yes,Thinkin Bout You - Frank Ocean
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Other,,"Geology & Geophysics, Mathematics",53705,43.0731,-89.4012,No,pepperoni,cat,Yes,night owl,No,Uptown Girl (Billy Joel)
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical,,,53706,44.6366,-124.0545,No,basil/spinach,cat,No,night owl,Yes,Paul Revere by Noah Kahan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,19,Engineering: Biomedical,,,53706,42.3555,71.0565,No,sausage,dog,No,early bird,No,Second Hand News by Fleetwood Mac
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,18,Engineering: Biomedical,,,53706,38.9072,-77.0369,No,none (just cheese),dog,No,no preference,No,III. Telegraph Ave - Childish Gambino
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Business: Actuarial,,"Data Science, Risk Management & Insurance",53711,32.2154,-80.7476,Yes,basil/spinach,dog,Yes,early bird,No,
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,18.3463,-65.8137,No,pepperoni,dog,No,night owl,Yes,Alive! by Bakar
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,19,Business: Actuarial,,Risk Management and Insurance,53703,41.9028,12.4964,No,pepperoni,dog,Yes,early bird,No,Timeless-The Weeknd
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53703,45.0981,-93.4445,No,basil/spinach,dog,Yes,early bird,Yes,"st elmos fire, john parr"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,24,Engineering: Mechanical,,,52719,43.0747,89.3842,No,Other,cat,No,night owl,Yes,"""Through Me"" - Hozier"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,20,Other (please provide details below).,I am still undecided but maybe data science or economics,,53715,31.4912,120.3119,Maybe,mushroom,cat,No,no preference,Yes,The songs of Jay Chou!
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,18,Engineering: Mechanical,,,53706,28.06,-80.56,No,sausage,dog,No,night owl,Maybe,Wish You Were Here- Pink Floyd
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,19,Data Science,,,53715,41.885,-87.6215,Yes,none (just cheese),dog,Yes,night owl,Yes,Starman - David Bowie
+COMP SCI 319:LEC001,LEC001,No,23,Other (please provide details below).,Economics,,53711,43.0731,-89.4012,No,pineapple,dog,No,early bird,No,Any Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,18,Data Science,Psychology,,53703,33.3875,120.1233,Yes,none (just cheese),dog,No,night owl,No,Whiplash from aespa.
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,21,Science: Other,,I have a minor in Data Science. ,53726,35.6895,139.6917,No,sausage,cat,No,no preference,Yes,Lit Up by Buckcherry.
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,20,Engineering: Mechanical,,,53706,40.7,74,No,pepperoni,dog,Yes,early bird,No,Ms. Jackson - Outkast
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,21,Engineering: Mechanical,,,53703,44.9886,93.268,No,pepperoni,dog,No,night owl,Yes,Land of the Snakes - J Cole
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,18,Statistics,,,53715,-28.0015,153.4285,Maybe,pepperoni,cat,No,no preference,Yes,"1:37
+
+OMORI OST - 005 By Your Side.
+
+by OMOCAT"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Statistics,,,53715,43,11,No,pineapple,dog,Yes,early bird,No,called on me
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,19,Other (please provide details below).,Legal Studies,Information Science,53715,48.3707,-114.1866,No,sausage,cat,No,night owl,Maybe,When the Sun Hits by Slowdive
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,19,Engineering: Biomedical,,,53072,40.4111,-105.6413,No,pepperoni,neither,No,no preference,Maybe,"I have a wide range of music variety that I like, from Noah Khan to Pitbull I really don't have a preference. But recently I have been listening to brown eye girl by van morrison."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,19,Engineering: Other,,,53706,26.142,81.7948,No,pepperoni,dog,Yes,early bird,Yes,Champagne Supernova by Oasis
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,Yes,19,Engineering: Mechanical,,,53706,42.4627,2.455,No,pepperoni,dog,No,night owl,Yes,Dreamer - Laufey
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,22,Business: Other,Business: Marketing. ,,53703,36.1993,117.0643,No,pepperoni,cat,No,night owl,Yes,Title: 雑踏、僕らの街 (Wrong World). Artist: TOGENASHI TOGEARI
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Other (please provide details below).,Economics with Math Emphasis,certificates in data science and asian American studies,53706,25.033,121.5654,Maybe,basil/spinach,dog,Yes,night owl,Yes,Bolo by Penomeco
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,19,Business: Information Systems,,,53703,41.8781,-87.6298,Maybe,pepperoni,dog,No,night owl,No,My Eyes - Travis Scott
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,21,Other (please provide details below).,电子信息工程,,53703,31.2304,121.4737,Yes,sausage,cat,No,no preference,Yes,Without You -- Avicii
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,18,Other (please provide details below).,Biochemistry,Neurobiology,53706,-13.532,-71.9675,No,mushroom,dog,No,night owl,Yes,"Drugs, Sex and Hella Melodies by Don Toliver"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,41.8781,87.6298,No,none (just cheese),dog,Yes,early bird,Yes,Vienna Billy Joel
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,18,Other (please provide details below).,"Right now I’m undecided in the college of Letters and Science, but I’m thinking about applying to the school of engineering potentially.",,53706,58.4566,16.8331,Maybe,pepperoni,dog,Yes,night owl,Yes,get away from you— Jason Aldean
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,19,Engineering: Biomedical,,,53706,45.4384,10.9917,No,pepperoni,dog,No,night owl,Maybe,Si antes te hubiera conocido Karol G
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,19,Other (please provide details below).,Astronomy-Physics,,53706,46.0105,-95.6817,No,pineapple,cat,No,early bird,No,Let it Die - Foo Fighters
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,21,Data Science,,,53715,41.8781,-87.6298,Yes,sausage,cat,No,night owl,Maybe,Southern Nights by Glen Campbell
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Biomedical,,,53706,40.7128,-74.006,No,pineapple,dog,No,night owl,Yes,Babydoll by Dominic Fike
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,Yes,19,Engineering: Biomedical,,Material Science and Engineering ,53706,40.416,-3.7,No,pepperoni,neither,No,early bird,Maybe,indigo- Sam Barber
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,Yes,19,Other (please provide details below).,Astronomy-Physics,Data Science,53711,31,121,Yes,pepperoni,neither,No,no preference,Maybe,"Shoulder of Giants, Various Artists (2009)"
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,20,Data Science,Data science,,53703,40.7128,-74.006,Yes,basil/spinach,neither,Yes,early bird,Yes,Love Song
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,18,Business: Information Systems,,Management ,53703,41.5933,-74.5039,No,basil/spinach,dog,No,night owl,No,One of my favorite songs is Umbrella by Rihanna.
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,Yes,19,Other (please provide details below).,Atmospheric & Oceanic Sciences,,53711,35,139,Yes,pepperoni,cat,No,night owl,Maybe,
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Engineering: Mechanical,,,53706,40.015,105.2705,Maybe,sausage,dog,No,night owl,Yes,"Laramee
+
+Ritchy Mitch and the coal miners"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,,Business: Other,,,53706,31.23,121.47,Yes,sausage,cat,No,night owl,Yes,The race by Chris James
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,20,Other (please provide details below).,Psychology ,none,53703,55.6761,12.5683,No,Other,dog,No,no preference,Yes,Precious by Depeche Mode is my absolute favorite song of all time
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,21,Science: Biology/Life,,Zoology & Conservation Biology,53703,35.6895,139.6917,No,pepperoni,cat,Yes,early bird,Maybe,"Give Me My Heart Back, Masked Wolf"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,,18,Mathematics/AMEP,,,53706,54.3722,18.6383,No,pepperoni,cat,No,no preference,Yes,"Toutes les machines ont un cœur
+
+Maëlle"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,Yes,19,Data Science,,Math based Economics,53705,34.6937,135.5022,Yes,Other,cat,No,night owl,Yes,"Higher, Creed"
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Data Science,,,53715,43.7102,7.262,Maybe,pepperoni,cat,No,early bird,Yes,Silver Lining - In Guards We Trust
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,19,Engineering: Mechanical,,,53706,43.0731,-89.4012,Maybe,sausage,dog,No,night owl,Yes,
+COMP SCI 319:LEC001,LEC001,,24,Science: Biology/Life,,,53711,33.9331,-83.3389,No,none (just cheese),cat,Yes,early bird,Maybe,"""Linger"" by The Cranberries"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,19,Science: Biology/Life,Global Health ,Conservation Biology with certificates in Data Science and Environmental Studies and Health Policy ,53715,40.7128,-74.006,Maybe,green pepper,dog,No,night owl,No,Where You Are by John Summit
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,19,Business: Finance,,other major: Risk Management ,53706,45.6793,-111.0466,Maybe,sausage,dog,Yes,night owl,Maybe,devil in a new dress- kanye west
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,20,Other (please provide details below).,Data Science.,Probably economics.,53706,56.4104,-5.4697,Maybe,basil/spinach,dog,No,night owl,Maybe,Surrender by Cheap Trick.
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,18,Engineering: Mechanical,,,53706,43.0686,-89.3988,No,pepperoni,dog,No,night owl,Maybe,"Hanging by a moment, Lifehouse"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Other (please provide details below).,undecided,,53703,28.9704,118.8707,Yes,pineapple,dog,No,night owl,Yes,What She Hasn't Seen - The 1999
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,18,Business: Information Systems,,I am doing a data science certificate.,53706,39444164,,Maybe,pepperoni,dog,No,night owl,Maybe,Blowing in the wind - Bob Dylan
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,18,Science: Other,Information Science,"English, language & linguistics",53703,43.0731,-89.4012,No,pepperoni,cat,No,night owl,No,La Seine - Vanessa Paradis
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,18,Science: Physics,,,53706,18.4655,-66.1057,No,none (just cheese),cat,No,night owl,Maybe,Rim Tim Tagi Dim by Baby Lasagna
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,Yes,19,Engineering: Biomedical,,,53715,12.9716,77.5946,No,green pepper,cat,No,no preference,Yes,In cold blood
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,18,Other (please provide details below).,"Art History, trying to get into business school ",,53706,46.2044,6.1432,No,pepperoni,dog,No,early bird,Yes,"Halo by Beyonce
+
+someday from the movie Zombies
+
+mojo so dope by kid kudi
+
+hotline bling by drake
+
+scar tissue by Red Hot Chili Peppers "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,18,Engineering: Industrial,,,53706,-6.2615,106.8106,No,sausage,cat,Yes,early bird,Maybe,luther
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,18,Engineering: Biomedical,,,53706,42.2934,-83.5241,No,none (just cheese),dog,Yes,no preference,Maybe,linger by the cranberries
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,20,Engineering: Biomedical,,,53715,46.8721,-113.994,No,pepperoni,dog,Yes,early bird,No,Sara by Fleetwood Mac
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,18,Data Science,,,53706,37.45,25.35,Yes,pepperoni,dog,Yes,night owl,Yes,"Luther, Sza & Kendrick Lamar"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,19,Other (please provide details below).,Atmospheric and Oceanic Sciences ,,53149,40.3761,-105.5237,No,sausage,dog,Yes,early bird,Maybe,Silver Springs -Fleetwood Mac
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,19,Engineering: Biomedical,,,94022,41.8781,-87.6298,No,sausage,dog,No,early bird,Yes,Babel - Mumford and Sons
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,19,Business: Finance,,,53706,20.7984,-156.3319,No,mushroom,dog,Yes,early bird,No,"Burn, Burn, Burn - Zach Bryan"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,26,Engineering: Mechanical,,,53703,26.1219,-80.3975,No,none (just cheese),dog,Yes,early bird,Yes,Pitorro de Coco - Bad Bunny
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,18,Other (please provide details below).,Information Science ,Journalism,53706,40.7306,-73.9352,No,pepperoni,dog,No,night owl,Yes,Push 2 Start by Tyla
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Biomedical,,,53706,34.1347,-118.0516,Maybe,pepperoni,dog,No,night owl,Yes,Sweet Disposition - The Temper Trap
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,18,Business: Finance,,"Math, potentially data science as well",53706,40.6344,14.6026,Yes,Other,dog,No,night owl,No,Arms wide open by Creed
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,19,Data Science,,,53703,35.6895,139.6917,Yes,pineapple,cat,No,night owl,Maybe,Hiding In The Blue-TheFatRat
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,21,Data Science,,,53726,43.0722,89.4008,Yes,pepperoni,dog,No,no preference,Yes,BON VOYAGE! by Mika Ogawa
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,20,Engineering: Mechanical,,,53706,43.0338,-87.9208,No,pepperoni,cat,No,no preference,Maybe,"Come on, Come Over (Jaco Pastorius)"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Biomedical,,,53706,25.761,-80.192,No,macaroni/pasta,dog,No,night owl,Yes,Seabird by the Alessi Brothers
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,20,Science: Other,"Economics, Data Science cert",ds cert,53703,41.8781,-87.6298,No,none (just cheese),cat,No,early bird,Maybe,jackie down the line - fontaines d.c.
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,19,Engineering: Mechanical,,,53706,78,15,No,pepperoni,dog,No,night owl,Yes,Seimeisei Syndrome by Camellia ft. Hatsune Miku
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,19,Business: Other,My primary major is Business: Operations and Technology Management,,53715,41.8781,87.6298,No,pepperoni,cat,No,night owl,Yes,"Give You the World - Steve Lacy
+
+Homecoming - Kanye West "
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,19,Engineering: Industrial,,,53715,38.5382,75.0587,No,pepperoni,neither,Yes,early bird,No,"After Hours, The Weekend"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,Yes,18,Science: Physics,,,53706,40.7128,-74.006,No,none (just cheese),cat,No,night owl,Yes, benzi box by dangerdoom
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,18,Engineering: Mechanical,Mechanical Engineering,,53706,25.2048,55.2708,No,pepperoni,cat,Yes,night owl,Maybe,Travis Scott: K-pop
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,19,Science: Biology/Life,,,53715,23.6978,120.9605,Yes,mushroom,cat,No,night owl,Yes,Hazel Eyes - BoyWithUke
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,19,Science: Other,Biology & Environmental Science,Minor: French Language,53706,41.8781,87.6298,No,basil/spinach,dog,No,night owl,Yes,Stir Fry - Migos
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,19,Other (please provide details below).,Economics,NA,53706,51.0543,3.7174,Maybe,pepperoni,dog,Yes,early bird,No,Chocolate by The 1975
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,18,Engineering: Mechanical,,,53706,46.0207,7.7491,No,none (just cheese),dog,Yes,no preference,Yes,nangs - tame impala
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,21,Engineering: Other,Material Science and Engineering,Nuclear Engineering,53715,45.197,-89.647,No,sausage,dog,Yes,early bird,No,"Snow, Zach Bryan
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,18,Engineering: Biomedical,,,53706,46.3489,10.9072,No,mushroom,cat,No,early bird,No,Hysteria - Muse
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,,Engineering: Industrial,,,53715,42.3611,-71.0571,Maybe,pineapple,dog,No,early bird,Yes,Burning Man by Dierks Bentley
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,18,Engineering: Mechanical,,,53706,36.5116,-104.9154,No,pepperoni,dog,Yes,no preference,Yes,Doolin-Dalton by the Eagles
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Science: Biology/Life,,,53703,35.6895,139.6917,No,pepperoni,neither,No,night owl,Yes,SPECIALZ by King Gnu
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,19,Engineering: Biomedical,,,53706,44.2832,-88.3132,No,pepperoni,dog,No,night owl,Yes,Nobody Gets Me - SZA
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC002,No,18,Engineering: Mechanical,,,53706,31.2304,121.4737,No,sausage,dog,Yes,no preference,Yes,Room for You - grentperez and Lyn Lapid
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,,Science: Other,,,53705,31.9522,35.2332,No,basil/spinach,cat,No,no preference,Maybe,I don't know that's a tough question
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Data Science,,,53706,25,55,Yes,pepperoni,dog,Yes,no preference,No,no church in the wild by kanye
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,Yes,19,Data Science,,Accounting,53706,34.0522,-118.2437,Yes,pepperoni,dog,Yes,night owl,Yes,Use Somebody - Kings of Leon
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,51.5074,-0.1278,No,mushroom,dog,No,night owl,Yes,Exit Music (For A Film) by Radiohead
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Industrial,,French,53715,48.2082,16.3738,No,pepperoni,cat,Yes,night owl,Maybe,Somebody to Love- Queen
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,19,Engineering: Mechanical,,,53715,21.1619,-86.8515,No,sausage,dog,No,night owl,Maybe,Sunflower - post malone
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,19,Engineering: Other,,,53706,30.1726,107.8857,No,Other,cat,No,night owl,Yes,Tango-ABIR
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,18,Engineering: Industrial,,,53706,41.8781,-87.6298,No,pineapple,dog,No,early bird,Maybe,Put Your Records On - Corrine Bailey Rae
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,18,Data Science,,Mathematics,53706,49.4825,20.0318,Yes,green pepper,cat,No,early bird,No,Black by Pearl Jam
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,19,Engineering: Mechanical,,,53706,41.9028,12.4964,No,sausage,dog,Yes,no preference,Yes,One of these nights or After the Thrill is gone by the Eagles
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,20,Engineering: Mechanical,Mechanical Engineer,,53965,-1.1435,13.9002,No,sausage,dog,No,night owl,Yes,Burn burn burn by Zach bryan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,21,Science: Biology/Life,,Music Performance ,53703,14.4423,121.044,No,mushroom,cat,Yes,early bird,Maybe,Strawberry Fields Forever - The Beatles
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Mechanical,,,53706,33.7501,84.3885,No,pepperoni,dog,Yes,no preference,Yes,Gasolina - Daddy Yanke
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,No,18,Data Science,,,53706,41.3851,2.1734,Yes,Other,dog,No,early bird,No,Runaway - Kanye West
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,19,Engineering: Mechanical,,,53706,45.78,88.5368,No,Other,dog,No,no preference,Yes,"Rockstar, Nickleback"
+COMP SCI 319:LEC001,LEC001,No,25,Other (please provide details below).,PhD student in Animal Sciences studying primarily rumen microbiology,none,53705,45.374,-84.9556,Maybe,mushroom,dog,Yes,early bird,No,Apple Charli xcx
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,19,Data Science,,,53715,43.0731,-89.4012,Yes,basil/spinach,cat,No,early bird,No,let down - radiohead
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,18,Engineering: Mechanical,,,53703,41.8781,-87.6298,Maybe,none (just cheese),dog,Yes,early bird,No,The Promise by When in Rome
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,19,Engineering: Industrial,,,53706,59.9139,10.7522,Maybe,basil/spinach,dog,Yes,early bird,Maybe,wannabe spice girls
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,18,Data Science,,,53706,43.0731,-89.4012,Yes,Other,cat,Yes,early bird,Maybe,penny lane- the beatles
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,Yes,19,Science: Other,"Social science, sociology",Data science,53703,41.8781,-87.6298,Maybe,basil/spinach,cat,No,night owl,Maybe,Lovely Day by Bill Withers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Engineering: Mechanical,,,53706,46,7.7,No,pineapple,dog,Yes,no preference,No,"brandy
+
+The looking glass"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC003,No,19,Other (please provide details below).,Integrative Animal Biology,"Atmospheric and Oceanic Sciences, Folklore certificate",53703,47.75,90.33,No,macaroni/pasta,cat,Yes,night owl,Yes,"Damage Gets Done by Hozier and Brandi Carlile, or Everybody Wants to Rule the World by Tears for Fears"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,Yes,22,Statistics,,,53715,43.0731,-89.4012,No,pineapple,dog,Yes,early bird,Maybe,Counting Stars
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,21,Engineering: Biomedical,,,53703,6.2476,75.5658,No,pineapple,dog,No,early bird,No,isnt she lovely - Stevie Wonder
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,Yes,18,Science: Physics,,,53706,43.0731,-89.4012,No,sausage,cat,No,no preference,Maybe,Move Along - All American Rejects
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,Yes,22,Engineering: Other,Electronic Computer Engineering,no,53703,24.9893,121.6583,Maybe,macaroni/pasta,dog,Yes,early bird,No,Alexander Hamilton——my shot
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,19,Other (please provide details below).,Economics,n/a,53562,41.3851,2.1734,No,mushroom,dog,No,night owl,Maybe,Beer for my horses - Toby Keith
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,18,Science: Physics,,,53706,47.5928,-120.6676,Maybe,pepperoni,cat,No,no preference,Yes,Work Song by Hozier
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Biomedical,,,53706,18.582,-68.4055,No,pepperoni,dog,No,night owl,Yes,Vienna by billy joel
+COMP SCI 319:LEC004,LEC004,Yes,27,Other (please provide details below).,Financial Economics,,53572,37.9838,23.7275,No,basil/spinach,dog,No,no preference,No,Mr Blue Sky by ELO
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,Yes,18,Engineering: Biomedical,,,53706,41.3851,2.1734,No,mushroom,dog,Yes,early bird,Maybe,Homemade Dynamite by Lorde
+COMP SCI 319:LEC001,LEC001,Yes,35,Engineering: Other,Electrical and Computer Engineering,,53715,36.1839,113.1053,Maybe,sausage,neither,No,early bird,No,An‘he Bridge - Dongye Song
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,18,Mathematics/AMEP,,,53706,48.8566,2.3522,Maybe,pineapple,dog,Yes,early bird,No,"FLY ME TO THE MOON
+
+Song by Claire Littley, Kotono Mitsuishi, and Yūko Miyamura"
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,20,Engineering: Mechanical,,,53706,59.9139,10.7522,No,pepperoni,dog,Yes,early bird,No,Seven Nation Army by White Stripes
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC001,Yes,19,Data Science,N/A,Economics,54706,43.8,125.3,Maybe,mushroom,dog,No,early bird,No,"wait for it
+
+Leslie Odom Jr."
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,Yes,20,Data Science,,,53715,34.2544,108.9418,Yes,pepperoni,dog,No,early bird,Maybe,Love Transfer by Eason Chan
--
GitLab