From 19aa8c37341ad259053a0f95cc370709f56d4986 Mon Sep 17 00:00:00 2001 From: msyamkumar <msyamkumar@wisc.edu> Date: Fri, 21 Oct 2022 07:25:26 -0500 Subject: [PATCH] Lecture 19 updated files --- .../lec-19/cs220_survey_data.csv | 1714 +- .../lec-19/cs220_survey_data.json | 14810 ++++++++++------ f22/meena_lec_notes/lec-19/lec_19_json.ipynb | 264 +- .../lec-19/lec_19_json_template.ipynb | 106 +- .../lec-19/lecture_cs220_data.json | 12910 ++++++++++++++ .../lec-19/major_cs220_data.json | 14612 +++++++++------ f22/meena_lec_notes/lec-19/score_history.json | 18 +- .../lec-19/section_cs220_data.json | 14162 +++++++++------ f22/meena_lec_notes/lec-19/weather.json | 264 + 9 files changed, 42727 insertions(+), 16133 deletions(-) create mode 100644 f22/meena_lec_notes/lec-19/lecture_cs220_data.json create mode 100644 f22/meena_lec_notes/lec-19/weather.json diff --git a/f22/meena_lec_notes/lec-19/cs220_survey_data.csv b/f22/meena_lec_notes/lec-19/cs220_survey_data.csv index efb10cc..abfd53b 100644 --- a/f22/meena_lec_notes/lec-19/cs220_survey_data.csv +++ b/f22/meena_lec_notes/lec-19/cs220_survey_data.csv @@ -1,721 +1,993 @@ -Lecture,Age,Primary major,Other majors,Zip Code,Pizza topping,Pet owner,Runner,Sleep habit,Procrastinator -LEC002,19,Engineering: Mechanical,,53711,pepperoni,Yes,No,night owl,Maybe -LEC002,20,Science: Physics,"Astronomy-Physics, History",53726,pineapple,Yes,Yes,night owl,Yes -LEC001,20,Science: Chemistry,,53703,pepperoni,Yes,No,early bird,No -LEC004,19,Engineering: Biomedical,,53703,pepperoni,Yes,Yes,night owl,No -LEC004,20,Other,Economics ,53715,mushroom,Yes,Yes,no preference,Maybe -LEC003,18,Statistics,,53706,Other,Yes,No,night owl,Yes -LEC003,18,Mathematics/AMEP,,53706,sausage,No,No,night owl,No -LEC004,18,Engineering: Biomedical,,53706,pepperoni,Yes,No,night owl,Maybe -LEC003,19,Data Science,Stats,53715,pineapple,Yes,No,no preference,No -LEC003,19,Business: Finance,,53703,sausage,Yes,Yes,early bird,Yes -LEC003,18,Engineering: Mechanical,,53706,Other,No,No,no preference,No -LEC004,18,Other,I am undecided – thinking about Data Science Major,53706,basil/spinach,Yes,No,night owl,Maybe -LEC004,19,Engineering: Other,,53706,pepperoni,Yes,No,night owl,Maybe -LEC003,18,Statistics,psychology,53706,mushroom,No,No,night owl,Yes -LEC004,20,Statistics,Mathematics ,53726,pepperoni,Yes,Yes,early bird,Maybe -LEC004,20,Mathematics/AMEP,,53711,sausage,Yes,No,night owl,Yes -LEC003,18,Science: Physics,Data Science,53706,pepperoni,No,Yes,early bird,No -LEC003,19,Data Science,Economics,53715,pepperoni,No,Yes,no preference,Maybe -LEC003,19,Engineering: Mechanical,nuclear engineering,53706,sausage,Yes,No,night owl,Yes -LEC003,21,Science: Chemistry,,,green pepper,Yes,No,early bird,Maybe -LEC003,18,Engineering: Other,,53706,pepperoni,Yes,Yes,no preference,Yes -LEC003,,Engineering: Other,,,pineapple,Yes,No,early bird,Maybe -LEC002,20,Computer Science,Data Science,53706,basil/spinach,Yes,No,night owl,Maybe -LEC002,21,Science: Other,,53703,sausage,Yes,No,early bird,Maybe -LEC001,21,Computer Science,Data Science,53715,pepperoni,Yes,No,night owl,Maybe -LEC004,18,Engineering: Mechanical,,53706,pepperoni,Yes,No,early bird,Maybe -LEC002,18,Languages,Linguistics,53706,macaroni/pasta,Yes,Yes,night owl,Yes -LEC002,18,Engineering: Mechanical,,53706,Other,No,Yes,night owl,Maybe -LEC002,18,Other,,53706,none (just cheese),Yes,Yes,night owl,Yes -LEC001,19,Science: Other,,53706,mushroom,Yes,No,night owl,Yes -LEC001,18,Engineering: Biomedical,,,pepperoni,Yes,No,no preference,Maybe -LEC003,19,Engineering: Biomedical,,53706,none (just cheese),Yes,No,night owl,Maybe -LEC001,20,Science: Physics,Mathematics,53703,pineapple,Yes,No,early bird,No -LEC002,28,Science: Other,,53703,pineapple,Yes,Yes,night owl,Maybe -LEC001,18,Other,,53706,pepperoni,Yes,No,night owl,Yes -LEC001,20,Engineering: Other,,53715,pepperoni,Yes,No,night owl,Yes -LEC001,19,Science: Physics,Life Science Communication,53706,pineapple,Yes,No,night owl,Yes -LEC003,18,Engineering: Biomedical,pre-medicine,53706,sausage,Yes,Yes,early bird,No -LEC003,,Engineering: Biomedical,,53706,none (just cheese),No,Yes,early bird,Yes -LEC001,21,Science: Other,,53711,pepperoni,Yes,No,night owl,No -LEC002,18,Engineering: Biomedical,,53706,sausage,Yes,No,no preference,No -LEC001,18,Engineering: Biomedical,,53706,macaroni/pasta,Yes,No,early bird,Yes -LEC004,21,Engineering: Biomedical,,53703,pepperoni,Yes,No,no preference,Yes -LEC004,18,Business: Information Systems,,53706,pepperoni,Yes,Yes,night owl,No -LEC001,19,Business: Actuarial,Data Science and Analytics,53706,pepperoni,Yes,Yes,night owl,No -LEC001,22,Engineering: Industrial,,,sausage,Yes,No,night owl,Yes -LEC003,20,Other,"data science, business",53703,mushroom,Yes,Yes,no preference,Maybe -LEC004,18,Engineering: Mechanical,,53706,pepperoni,Yes,No,night owl,Yes -LEC001,18,Engineering: Other,,53706,mushroom,No,No,early bird,No -LEC001,19,Data Science,Sports Journalism certificate,53703,pepperoni,Yes,Yes,no preference,No -LEC004,18,Data Science,,53706,none (just cheese),Yes,No,night owl,Yes -LEC002,20,Statistics,"Data Science, Math",53715,mushroom,No,No,night owl,No -LEC001,19,Engineering: Biomedical,,53706,mushroom,Yes,Yes,early bird,No -LEC003,20,Other,Data science certificate,,sausage,Yes,Yes,no preference,Yes -LEC003,20,Engineering: Industrial,Computer science,53719,sausage,No,No,early bird,Maybe -LEC003,,Computer Science,Minors in Data Science and Chicano and Latino Studies,53715,macaroni/pasta,No,Yes,night owl,Yes -LEC002,19,Computer Science,,,mushroom,Yes,No,no preference,No -LEC002,18,Engineering: Biomedical,,,pepperoni,Yes,No,night owl,Yes -LEC002,20,Business: Finance,Economics,53715,pepperoni,Yes,No,night owl,Yes -LEC002,19,Engineering: Biomedical,,53706,sausage,Yes,Yes,no preference,Maybe -LEC002,19,Engineering: Biomedical,,52706,pepperoni,Yes,Yes,early bird,No -LEC001,19,Science: Biology/Life,,53703,basil/spinach,Yes,No,night owl,Maybe -LEC002,19,Engineering: Mechanical,History,53706,none (just cheese),No,Yes,no preference,Yes -LEC002,21,Computer Science,Math,53715,sausage,Yes,No,night owl,Yes -LEC004,19,Data Science,Economics,53706,pepperoni,No,No,night owl,Yes -LEC001,18,Engineering: Mechanical,,53715,none (just cheese),Yes,Yes,no preference,Maybe -LEC004,18,Engineering: Biomedical,,53706,pineapple,Yes,No,night owl,Yes -LEC003,18,Other,Sociology,53706,pineapple,Yes,No,night owl,Yes -LEC004,18,Engineering: Biomedical,,53706,pepperoni,Yes,Yes,early bird,No -LEC001,23,Business: Other,,53705,pineapple,No,No,no preference,No -LEC004,18,Engineering: Biomedical,,53706,mushroom,Yes,Yes,no preference,Maybe -LEC001,18,Data Science,,53703,pepperoni,Yes,No,night owl,No -LEC001,19,Business: Finance,,53706,pineapple,No,No,night owl,Maybe -LEC004,19,Science: Biology/Life,"Environmental Sciences, Conservation Biology",53715,basil/spinach,Yes,No,no preference,No -LEC001,20,Computer Science,,53715,pepperoni,Yes,Yes,night owl,Yes -LEC004,18,Computer Science,Data Science,53706,none (just cheese),Yes,No,early bird,Yes -LEC003,18,Science: Other,,53706,pepperoni,Yes,No,night owl,Yes -LEC002,19,Engineering: Biomedical,,53706,sausage,Yes,Yes,no preference,Yes -LEC001,19,Computer Science,Economics,53715,sausage,Yes,No,no preference,Yes -LEC001,21,Other,,,mushroom,No,No,night owl,Maybe -LEC004,21,Data Science,,53703,none (just cheese),Yes,No,night owl,Yes -LEC002,20,Data Science,,53703,pineapple,Yes,Yes,early bird,Maybe -LEC002,18,Data Science,,53715,Other,Yes,No,early bird,No -LEC003,19,Mathematics/AMEP,Double major math and economics,,pepperoni,Yes,Yes,night owl,No -LEC003,18,Science: Biology/Life,,53706,none (just cheese),No,Yes,night owl,Yes -LEC003,20,Computer Science,Computer Engineering,,pepperoni,Yes,No,night owl,Maybe -LEC002,20,Engineering: Industrial,Maybe Data Science,53703,none (just cheese),Yes,No,night owl,Yes -LEC003,18,Data Science,Biochemistry,53706,basil/spinach,No,Yes,no preference,Yes -LEC003,19,Science: Other,,53706,Other,No,Yes,early bird,No -LEC003,20,Engineering: Mechanical,,53706,pepperoni,No,No,night owl,Maybe -LEC001,36,Other,,53705,sausage,No,No,no preference,Maybe -LEC003,18,Data Science,,53706,pineapple,Yes,No,early bird,No -LEC003,19,Engineering: Mechanical,,,pepperoni,Yes,No,no preference,No -LEC004,20,Science: Biology/Life,,53703,pepperoni,Yes,No,night owl,Yes -LEC001,22,Engineering: Biomedical,,53703,sausage,Yes,No,night owl,Yes -LEC002,18,Business: Information Systems,,53706,macaroni/pasta,Yes,Yes,no preference,Maybe -LEC001,18,Engineering: Other,,53703,basil/spinach,Yes,Yes,no preference,Yes -LEC002,19,Statistics,mathematics,53703,Other,No,Yes,night owl,Yes -LEC001,20,Engineering: Biomedical,,53715,pepperoni,Yes,No,early bird,Yes -LEC002,24,Science: Other,,53703,mushroom,Yes,No,night owl,Yes -LEC001,20,Computer Science,Data science,53715,pepperoni,Yes,Yes,night owl,No -LEC001,19,Mathematics/AMEP,Spanish,53715,pepperoni,Yes,Yes,night owl,Yes -LEC003,19,Engineering: Mechanical,,53706,pepperoni,Yes,Yes,night owl,Yes -LEC003,20,Data Science,,53726,sausage,Yes,No,night owl,Maybe -LEC004,20,Other,,53713,pineapple,Yes,No,early bird,Maybe -LEC002,23,Engineering: Other,,53705,pineapple,Yes,No,night owl,Maybe -LEC001,21,Engineering: Mechanical,,53706,pepperoni,No,Yes,night owl,Yes -LEC003,21,Science: Biology/Life,,53726,basil/spinach,Yes,No,night owl,Yes -LEC003,19,Engineering: Mechanical,,53706,pepperoni,Yes,No,night owl,No -LEC004,19,Engineering: Other,,53706,sausage,Yes,No,night owl,Yes -LEC001,19,Science: Physics,,53706,Other,Yes,No,night owl,Maybe -LEC002,20,Engineering: Industrial,,53715,basil/spinach,Yes,No,night owl,Yes -LEC003,19,Science: Biology/Life,Data sciences ,53706,pineapple,Yes,Yes,early bird,No -LEC003,19,Other,undecided/exploring majors in science/math/tech,53706,macaroni/pasta,Yes,Yes,night owl,Maybe -LEC001,19,Engineering: Industrial,,53703,sausage,Yes,No,night owl,Yes -LEC003,20,Engineering: Industrial,,53703,sausage,Yes,Yes,night owl,Yes -LEC002,18,Other,,53706,pepperoni,Yes,No,no preference,Yes -LEC003,19,Business: Information Systems,Management and Human Resources ,53706,none (just cheese),No,No,night owl,No -LEC001,19,Computer Science,Computer engineering,53726,pepperoni,Yes,Yes,night owl,Yes -LEC001,18,Business: Finance,Minor: Data Science,53703,pepperoni,Yes,No,night owl,Maybe -LEC002,18,Engineering: Mechanical,,53706,Other,Yes,No,night owl,Yes -LEC004,18,Engineering: Mechanical,,53715,sausage,Yes,No,no preference,Maybe -LEC002,19,Engineering: Biomedical,,53715,pepperoni,Yes,No,night owl,Maybe -LEC002,22,Science: Other,,53715,sausage,Yes,Yes,night owl,Yes -LEC001,19,Other,Education Studies,53715,mushroom,No,No,night owl,Yes -LEC001,24,Business: Actuarial,,53713,sausage,Yes,No,night owl,Maybe -LEC001,18,Engineering: Mechanical,,53706,pepperoni,Yes,No,night owl,Yes -LEC001,25,Engineering: Industrial,,53705,pineapple,No,No,night owl,Maybe -LEC003,20,Engineering: Biomedical,,53703,pepperoni,Yes,Yes,night owl,Yes -LEC003,18,Engineering: Mechanical,business,53706,pepperoni,Yes,Yes,night owl,Yes -LEC002,21,Engineering: Biomedical,,53703,basil/spinach,Yes,No,night owl,Maybe -LEC003,19,Computer Science,,53703,pepperoni,Yes,No,no preference,No -LEC003,18,Data Science,,53703,pepperoni,Yes,Yes,early bird,No -LEC001,19,Engineering: Mechanical,,53706,pepperoni,Yes,Yes,night owl,Yes -LEC003,18,Mathematics/AMEP,,52706,mushroom,Yes,Yes,night owl,No -LEC001,19,Data Science,,53706,macaroni/pasta,Yes,No,night owl,Maybe -LEC003,18,Business: Other,I wasn't sure what to answer in the question above because I'm a Freshman and I'm Pre-Business.,53703,none (just cheese),Yes,No,night owl,Yes -LEC001,21,Data Science,,53715,pepperoni,Yes,Yes,early bird,No -LEC003,18,Computer Science,,53706-1203,Other,Yes,No,night owl,Yes -LEC001,20,Computer Science,,53706,pepperoni,No,No,night owl,Yes -LEC003,19,Business: Information Systems,,53706,sausage,Yes,Yes,no preference,No -LEC001,21,Business: Actuarial,Risk Management and Insurance,53715,pineapple,Yes,No,night owl,Maybe -LEC003,19,Science: Biology/Life,Data Science,53706,pepperoni,Yes,No,night owl,Yes -LEC003,19,Engineering: Mechanical,,53706,pepperoni,Yes,Yes,night owl,Yes -LEC004,20,Engineering: Biomedical,,53703,pepperoni,Yes,Yes,early bird,No -LEC002,21,Other,Economics with Math Emphasis,53703,pepperoni,Yes,No,no preference,Yes -LEC001,20,Business: Other,Certificates in Data Science and Digital Studies,53715,sausage,Yes,Yes,early bird,Maybe -LEC001,18,Engineering: Mechanical,,,pineapple,No,No,no preference,Yes -LEC003,19,Computer Science,,53706,pepperoni,No,Yes,no preference,Maybe -LEC003,18,Statistics,Data Science ,53706,pepperoni,Yes,No,night owl,No -LEC004,18,Engineering: Mechanical,,53706,pepperoni,Yes,Yes,night owl,Maybe -LEC002,26,Engineering: Other,,53705,Other,Yes,Yes,early bird,Yes -LEC001,19,Engineering: Mechanical,,53706,pepperoni,Yes,No,night owl,Yes -LEC003,18,Engineering: Mechanical,,53706,basil/spinach,Yes,No,night owl,Yes -LEC001,27,Computer Science,,53703,sausage,No,No,early bird,Maybe -LEC003,20,Engineering: Biomedical,,,mushroom,Yes,No,early bird,Yes -LEC001,18,Statistics,,,sausage,Yes,No,night owl,Maybe -LEC004,19,Statistics,Considering data science as my secondary field of study.,53726,pepperoni,Yes,No,night owl,Yes -LEC001,19,Engineering: Industrial,,,basil/spinach,Yes,Yes,night owl,Yes -LEC001,20,Other,,53706,macaroni/pasta,Yes,Yes,night owl,Maybe -LEC004,20,Other,,53703,sausage,Yes,Yes,night owl,Yes -LEC001,21,Engineering: Other,,53715,pepperoni,No,No,night owl,Yes -LEC004,20,Engineering: Mechanical,,53711,mushroom,Yes,No,night owl,Yes -LEC003,20,Business: Information Systems,,53715,pepperoni,Yes,No,night owl,Yes -LEC003,21,Engineering: Other,,,mushroom,Yes,No,night owl,Yes -LEC001,24,Statistics,data science,53703,basil/spinach,Yes,No,early bird,No -LEC003,19,Computer Science,math,53706,basil/spinach,Yes,No,early bird,Maybe -LEC004,21,Computer Science,,53715,pepperoni,Yes,Yes,early bird,No -LEC002,21,Mathematics/AMEP,,53715,pepperoni,Yes,No,early bird,Maybe -LEC001,,Science: Biology/Life,,,Other,Yes,Yes,early bird,No -LEC003,18,Engineering: Mechanical,Computer Science Certificate,53706,basil/spinach,No,Yes,early bird,No -LEC002,18,Other,Data Science,53706,basil/spinach,Yes,No,early bird,No -LEC003,18,Business: Information Systems,Data Science Certificate,53706,basil/spinach,Yes,Yes,early bird,No -LEC002,19,Engineering: Industrial,,53706,sausage,Yes,No,early bird,Maybe -LEC004,18,Engineering: Mechanical,,53706,sausage,Yes,No,night owl,Maybe -LEC001,22,Science: Other,Mathematics,53726,pepperoni,Yes,Yes,no preference,Yes -LEC001,18,Engineering: Industrial,,53706,mushroom,No,Yes,early bird,Yes -LEC002,19,Engineering: Mechanical,,53706,green pepper,No,Yes,night owl,No -LEC003,18,Statistics,mathematics,53706,mushroom,Yes,No,night owl,No -LEC003,19,Other,,53706,pepperoni,Yes,Yes,no preference,Yes -LEC003,20,Other,"Education, Psychology, Data Science",53715,pineapple,Yes,Yes,no preference,Yes -LEC003,19,Statistics,,53703,pepperoni,Yes,No,early bird,Maybe -LEC003,20,Data Science,,53703,macaroni/pasta,Yes,Yes,night owl,Yes -LEC004,20,Business: Actuarial,,53706,pepperoni,Yes,No,early bird,No -LEC003,20,Data Science,,53703,mushroom,Yes,No,night owl,Yes -LEC003,19,Mathematics/AMEP,finance,53706,sausage,No,Yes,early bird,Maybe -LEC003,21,Other,Political Science,53703,pepperoni,Yes,No,night owl,Maybe -LEC002,19,Engineering: Mechanical,,53706,basil/spinach,Yes,Yes,night owl,Maybe -LEC001,19,Mathematics/AMEP,Data Science,53706,pepperoni,Yes,Yes,night owl,Maybe -LEC001,18,Computer Science,Information Systems (Maybe),53706,sausage,Yes,No,early bird,Yes -LEC001,20,Business: Actuarial,Business: Risk Management,53703,pepperoni,Yes,No,early bird,Yes -LEC002,26,Engineering: Other,,53705,mushroom,No,No,night owl,Maybe -LEC001,18,Business: Information Systems,,53706,pepperoni,Yes,No,night owl,Yes -LEC003,23,Engineering: Other,Environmental Science,53703,mushroom,Yes,Yes,early bird,Maybe -LEC003,18,Science: Biology/Life,,53706,pineapple,No,No,early bird,Yes -LEC002,18,Engineering: Biomedical,,53706,pepperoni,Yes,No,no preference,No -LEC001,18,Other,,53706,pepperoni,Yes,No,night owl,Yes -LEC003,19,Engineering: Mechanical,Data Science,53726,sausage,Yes,No,no preference,Yes -LEC003,20,Data Science,,53715,pepperoni,Yes,No,night owl,Yes -LEC003,19,Engineering: Biomedical,,53706,pepperoni,No,Yes,early bird,No -LEC004,19,Business: Information Systems,,53715,none (just cheese),Yes,No,night owl,Yes -LEC001,20,Computer Science,,53703,mushroom,Yes,Yes,early bird,Maybe -LEC002,18,Data Science,,53703,none (just cheese),Yes,No,night owl,Yes -LEC004,19,Engineering: Mechanical,,53575,sausage,Yes,No,night owl,Maybe -LEC004,20,Business: Other,Information Systems,53703,sausage,Yes,Yes,no preference,Maybe -LEC003,18,Engineering: Biomedical,,53715,pineapple,Yes,No,no preference,Yes -LEC004,19,Engineering: Mechanical,,53706,mushroom,Yes,No,early bird,Maybe -LEC003,,Engineering: Biomedical,Certificate in French,,macaroni/pasta,Yes,Yes,night owl,No -LEC003,21,Business: Information Systems,,53703,pepperoni,Yes,Yes,night owl,Maybe -LEC001,,Data Science,,5 3706,mushroom,Yes,No,night owl,No -LEC004,19,Engineering: Biomedical,,53715,none (just cheese),Yes,Yes,no preference,Yes -LEC002,19,Engineering: Biomedical,,53703,pepperoni,Yes,Yes,night owl,No -LEC003,20,Computer Science,,53711,sausage,No,No,night owl,Maybe -LEC004,21,Science: Biology/Life,,53711,sausage,Yes,Yes,night owl,No -LEC003,21,Other,"Psychology, Chinese",53703,Other,Yes,Yes,night owl,Maybe -LEC003,20,Data Science,Minor - Comp Sci,53703,basil/spinach,Yes,Yes,no preference,Yes -LEC004,21,Science: Other,"Global Health is main major, possibly on the premed track, Data Science Certificate",53715,pineapple,Yes,Yes,early bird,No -LEC003,20,Engineering: Mechanical,,53726,pepperoni,Yes,Yes,night owl,Yes -LEC001,22,Science: Biology/Life,,53703,green pepper,Yes,No,night owl,Yes -LEC002,19,Science: Biology/Life,,53703,pepperoni,Yes,No,night owl,Maybe -LEC004,21,Engineering: Biomedical,,53715,green pepper,Yes,Yes,night owl,Maybe -LEC002,20,Business: Finance,Real Estate,53703,pepperoni,Yes,Yes,night owl,No -LEC004,21,Engineering: Biomedical,,53703,pepperoni,Yes,Yes,night owl,Yes -LEC002,19,Engineering: Industrial,"not positive on IE, maybe ME",53703,pepperoni,Yes,No,night owl,Maybe -LEC004,18,Engineering: Biomedical,,53706,mushroom,Yes,No,early bird,No -LEC003,19,Business: Actuarial,Data Science,53706,pepperoni,Yes,No,night owl,Yes -LEC001,24,Other,Life Science Communications,53703,pineapple,Yes,No,night owl,No -LEC004,22,Engineering: Other,,53715,pepperoni,No,Yes,early bird,No -LEC002,18,Engineering: Mechanical,,53715,pepperoni,Yes,Yes,night owl,Maybe -LEC004,19,Data Science,business: finance,53703,pepperoni,Yes,Yes,night owl,Yes -LEC003,19,Business: Other,"Economics, Data Science",53703,pepperoni,Yes,Yes,early bird,No -LEC004,18,Engineering: Other,,53706,pineapple,Yes,Yes,night owl,Maybe -LEC003,19,Engineering: Mechanical,,53706,none (just cheese),Yes,No,early bird,No -LEC002,18,Engineering: Mechanical,,53706,Other,Yes,Yes,early bird,No -LEC001,19,Other,,53706,green pepper,Yes,Yes,night owl,Yes -LEC004,18,Engineering: Biomedical,,53706,basil/spinach,Yes,Yes,no preference,No -LEC001,19,Business: Information Systems,,53726,green pepper,No,Yes,night owl,Maybe -LEC001,18,Engineering: Biomedical,,53706,sausage,Yes,No,night owl,Yes -LEC003,19,Engineering: Industrial,,53715,pepperoni,No,Yes,early bird,Yes -LEC002,27,Business: Information Systems,,53703,mushroom,No,Yes,night owl,No -LEC001,30,Business: Other,,57305,pineapple,Yes,No,night owl,Yes -LEC004,18,Engineering: Biomedical,Neuroscience/pre-med,53706,none (just cheese),Yes,No,night owl,Yes -LEC002,20,Data Science,,53703,mushroom,No,No,early bird,Yes -LEC001,19,Data Science,,53706,Other,Yes,Yes,no preference,Maybe -LEC001,22,Engineering: Biomedical,,53706,sausage,Yes,No,night owl,Yes -LEC003,20,Data Science,,,mushroom,Yes,No,no preference,Maybe -LEC003,20,Other,Economics with Math emphasis,53703,pineapple,No,No,early bird,Maybe -LEC002,20,Computer Science,Data Science,53706,basil/spinach,Yes,No,no preference,Yes -LEC001,24,Science: Biology/Life,,53706,mushroom,Yes,Yes,early bird,No -LEC004,20,Business: Information Systems,Real Estate,53703,pepperoni,Yes,No,night owl,Maybe -LEC001,20,Data Science,Economics,53703,sausage,Yes,No,no preference,Maybe -LEC002,20,Engineering: Mechanical,,53703,pepperoni,Yes,Yes,night owl,Maybe -LEC004,20,Engineering: Mechanical,,53715,pineapple,Yes,Yes,night owl,No -LEC004,20,Science: Biology/Life,Data Science Certificate (maybe) ,53703,sausage,Yes,Yes,night owl,Maybe -LEC004,18,Engineering: Mechanical,,19002,pepperoni,Yes,No,no preference,Yes -LEC001,19,Engineering: Other,,53706,pepperoni,Yes,No,no preference,Maybe -LEC002,18,Engineering: Mechanical,,53706,pepperoni,Yes,Yes,early bird,Maybe -LEC004,19,Computer Science,Mathematics,53706,pineapple,Yes,No,no preference,Maybe -LEC003,18,Business: Information Systems,,53706,pepperoni,Yes,No,night owl,Yes -LEC003,19,Science: Physics,,53706,pineapple,Yes,Yes,night owl,Maybe -LEC004,18,Other,,53706,pepperoni,Yes,Yes,night owl,Maybe -LEC001,25,Engineering: Other,"Architect, Landscape Planner",,mushroom,Yes,Yes,early bird,No -LEC001,21,Engineering: Mechanical,Physics,53706,mushroom,No,Yes,no preference,Maybe -LEC004,20,Other,"I major in economics, hoping to obtain a data science certificate.",53703,pepperoni,Yes,No,night owl,Yes -LEC001,20,Data Science,Economics,53703,none (just cheese),No,Yes,night owl,Maybe -LEC001,21,Science: Other,,53703,mushroom,Yes,No,night owl,Yes -LEC002,18,Data Science,,53706,pepperoni,Yes,No,night owl,No -LEC002,24,Business: Other,,53711,sausage,Yes,No,night owl,Yes -LEC001,19,Engineering: Mechanical,,53706,pepperoni,Yes,No,night owl,Maybe -LEC003,20,Business: Actuarial,,53703,pepperoni,No,Yes,night owl,No -LEC001,21,Data Science,Economics,53715,pineapple,Yes,No,night owl,Maybe -LEC001,23,Other,"Marketing, Data science ",,none (just cheese),No,No,early bird,Maybe -LEC002,22,Engineering: Biomedical,,53703,pepperoni,Yes,Yes,night owl,No -LEC003,18,Computer Science,,53703,sausage,Yes,No,night owl,Yes -LEC003,19,Science: Physics,Astronomy-Physics ,53706,pepperoni,Yes,No,night owl,Yes -LEC003,19,Engineering: Mechanical,,53715,pepperoni,Yes,No,early bird,No -LEC001,18,Data Science,,53706,pepperoni,Yes,Yes,early bird,Yes -LEC001,18,Business: Information Systems,,53706,pepperoni,No,No,night owl,Yes -LEC002,20,Mathematics/AMEP,data and risk analysis (data science),53726,pineapple,Yes,No,night owl,Yes -LEC001,18,Other,,53706,mushroom,Yes,No,no preference,Yes -LEC002,20,Science: Biology/Life,Economics with Math Emphasis,53703,pepperoni,Yes,No,early bird,Yes -LEC001,18,Data Science,,53706,none (just cheese),Yes,No,night owl,Yes -LEC001,,Statistics,Econ,,pineapple,No,No,night owl,Maybe -LEC003,19,Engineering: Biomedical,,53706,pineapple,Yes,No,night owl,Yes -LEC003,18,Engineering: Mechanical,,53706,Other,Yes,Yes,night owl,Yes -LEC003,18,Engineering: Biomedical,,53089,pepperoni,Yes,No,night owl,Yes -LEC003,18,Mathematics/AMEP,,53703,sausage,No,No,no preference,Maybe -LEC001,18,Data Science,,53706,pepperoni,Yes,Yes,night owl,Yes -LEC003,19,Data Science,,53706,pepperoni,Yes,No,early bird,Yes -LEC003,21,Engineering: Biomedical,,53726,sausage,Yes,No,early bird,Maybe -LEC004,22,Business: Other,,53703,green pepper,Yes,Yes,night owl,Yes -LEC002,19,Engineering: Mechanical,computer science,53706,pineapple,Yes,Yes,night owl,Maybe -LEC004,21,Science: Biology/Life,,53703,sausage,Yes,No,early bird,No -LEC002,18,Engineering: Other,,53706,sausage,Yes,Yes,night owl,Maybe -LEC001,20,Data Science,Economics,53703,pepperoni,Yes,Yes,night owl,Yes -LEC003,19,Engineering: Industrial,,53703,pepperoni,Yes,Yes,early bird,Maybe -LEC003,21,Computer Science,no,53703,pineapple,Yes,No,night owl,No -LEC002,20,Engineering: Mechanical,,53706,mushroom,Yes,No,night owl,Yes -LEC003,21,Business: Finance,,53715,pepperoni,Yes,No,night owl,Yes -LEC001,20,Science: Other,,53703,Other,Yes,Yes,night owl,Maybe -LEC001,20,Engineering: Other,,53715,pepperoni,Yes,Yes,night owl,Yes -LEC003,19,Engineering: Biomedical,,53706,green pepper,Yes,Yes,early bird,No -LEC002,19,Engineering: Mechanical,"German Certificate, Theatre Certificate",53706,pepperoni,Yes,No,night owl,Yes -LEC001,20,Engineering: Biomedical,,53703,pepperoni,Yes,No,night owl,Yes -LEC001,19,Statistics,,53715,sausage,Yes,No,night owl,Yes -LEC001,18,Engineering: Industrial,,53706,none (just cheese),Yes,No,night owl,Maybe -LEC004,22,Data Science,Economics,53703,pepperoni,Yes,No,night owl,Maybe -LEC001,18,Other,,53703,pepperoni,Yes,No,night owl,Yes -LEC002,19,Engineering: Mechanical,,53706,pepperoni,Yes,Yes,night owl,Yes -LEC001,23,Other,Biological Anthropology,53705,none (just cheese),Yes,No,early bird,Yes -LEC001,19,Engineering: Biomedical,,53706,pineapple,Yes,Yes,no preference,Maybe -LEC004,19,Business: Actuarial,econ,53715,sausage,Yes,No,night owl,Yes -LEC001,18,Engineering: Mechanical,,53703,macaroni/pasta,Yes,No,night owl,Yes -LEC002,18,Business: Other,,53706,mushroom,No,No,night owl,Maybe -LEC002,20,Other,,53703,mushroom,Yes,Yes,no preference,Yes -LEC002,19,Business: Actuarial,,53703,Other,Yes,No,no preference,Maybe -LEC001,21,Business: Other,,53715,pepperoni,Yes,No,night owl,Yes -LEC001,21,Business: Other,econ with math emphasis,53715,mushroom,Yes,Yes,night owl,Maybe -LEC004,21,Science: Biology/Life,,53703,none (just cheese),Yes,No,night owl,Maybe -LEC004,22,Other,"Psychology, communications",53715,basil/spinach,Yes,No,night owl,Yes -LEC003,18,Statistics,,53706,pepperoni,Yes,Yes,night owl,Maybe -LEC001,20,Statistics,,53703,pepperoni,Yes,Yes,night owl,Maybe -LEC002,21,Data Science,,,pepperoni,Yes,Yes,no preference,Maybe -LEC001,18,Engineering: Biomedical,,,sausage,Yes,Yes,early bird,No -LEC003,20,Statistics,,53706,sausage,Yes,No,night owl,No -LEC002,21,Business: Other,,53703,pineapple,Yes,Yes,night owl,Maybe -LEC001,22,Data Science,,53715,pineapple,Yes,Yes,night owl,Maybe -LEC003,25,Computer Science,,53705,mushroom,Yes,No,night owl,Yes -LEC004,20,Other,,53715,pepperoni,Yes,Yes,early bird,Yes -LEC002,19,Computer Science,"ds,econ",53711,Other,Yes,No,night owl,No -LEC002,18,Other,,53706,pepperoni,No,No,night owl,Yes -LEC002,21,Business: Actuarial,Management,53706,pepperoni,Yes,No,night owl,Yes -LEC001,19,Business: Finance,Data science,53703,pepperoni,No,No,no preference,Maybe -LEC003,18,Engineering: Mechanical,,53703,pineapple,Yes,Yes,no preference,No -LEC001,21,Business: Other,"Consumer Behavior & Marketplace Studies, Data Science",53703,pepperoni,Yes,No,night owl,No -LEC002,20,Business: Finance,,53715,sausage,Yes,No,night owl,Yes -LEC001,19,Other,Psychology,53703,pepperoni,No,Yes,night owl,Yes -LEC003,18,Engineering: Biomedical,,53706,pepperoni,Yes,No,night owl,Yes -LEC001,19,Business: Information Systems,,53711,sausage,Yes,No,night owl,No -LEC003,21,Computer Science,,53715,sausage,No,Yes,early bird,Yes -LEC004,20,Business: Other,,53703,pineapple,Yes,Yes,early bird,Yes -LEC001,,Other,,53706,pineapple,Yes,No,no preference,Maybe -LEC001,18,Statistics,economics,53703,pineapple,Yes,No,no preference,Yes -LEC003,19,Business: Finance,,53706,mushroom,Yes,No,night owl,Maybe -LEC001,18,Computer Science,Data Science,53706,mushroom,No,No,night owl,Maybe -LEC003,20,Statistics,,53703,pepperoni,Yes,No,night owl,Yes -LEC002,19,Engineering: Biomedical,,,macaroni/pasta,Yes,No,night owl,Yes -LEC003,19,Data Science,,53715,green pepper,Yes,No,early bird,Maybe -LEC001,19,Other,Psychology,53703,pepperoni,Yes,Yes,night owl,Maybe -LEC003,21,Business: Finance,Economics,53703,pepperoni,Yes,No,night owl,Maybe -LEC002,24,Engineering: Other,,53703,sausage,Yes,No,night owl,Yes -LEC003,19,Engineering: Industrial,,53703,pepperoni,Yes,Yes,no preference,Maybe -LEC002,20,Engineering: Other,"urban & regional planning, environmental engineering, data science",53706-1406,macaroni/pasta,Yes,Yes,night owl,Yes -LEC003,23,Engineering: Other,,53705,pepperoni,No,Yes,night owl,Yes -LEC001,19,Science: Biology/Life,,53703,pepperoni,Yes,No,early bird,No -LEC001,18,Data Science,,53706,basil/spinach,Yes,No,night owl,Maybe -LEC003,19,Business: Information Systems,,53703,macaroni/pasta,Yes,No,night owl,Yes -LEC003,19,Engineering: Mechanical,,53706,pepperoni,Yes,No,night owl,Maybe -LEC004,18,Science: Biology/Life,,53706,pepperoni,Yes,Yes,early bird,No -LEC003,27,Science: Biology/Life,,53705,mushroom,Yes,No,early bird,Maybe -LEC004,,Computer Science,,53715,pepperoni,Yes,No,night owl,Yes -LEC004,20,Engineering: Biomedical,,53715,pepperoni,Yes,Yes,early bird,No -LEC001,18,Computer Science,,53706,none (just cheese),No,Yes,night owl,Yes -LEC004,17,Science: Biology/Life,Data science certificate,53706,pepperoni,Yes,No,no preference,Maybe -LEC002,19,Data Science,"Econ, data science",53715,Other,Yes,No,night owl,Maybe -LEC001,18,Computer Science,Data Science,53706,mushroom,No,No,night owl,Yes -LEC002,18,Data Science,Economics,,pineapple,No,Yes,no preference,Yes -LEC002,18,Engineering: Industrial,,53703-1104,sausage,Yes,No,night owl,Maybe -LEC001,20,Business: Actuarial,Risk Management & Insurance,53703,pepperoni,Yes,No,early bird,No -LEC001,19,Data Science,,53715,mushroom,Yes,Yes,no preference,Maybe -LEC001,18,Engineering: Mechanical,,53706-1127,pepperoni,Yes,Yes,night owl,Yes -LEC003,18,Engineering: Other,,53703,Other,No,Yes,early bird,No -LEC001,24,Science: Other,data science,53715,pepperoni,Yes,Yes,early bird,Yes -LEC004,19,Engineering: Biomedical,,53715,green pepper,Yes,No,early bird,Yes -LEC003,20,Engineering: Biomedical,,53703,pepperoni,Yes,Yes,early bird,Maybe -LEC003,21,Mathematics/AMEP,Biochemistry,53715,none (just cheese),Yes,Yes,early bird,No -LEC003,20,Business: Other,,53706,sausage,Yes,No,night owl,Maybe -LEC003,19,Engineering: Mechanical,,53706,pepperoni,Yes,Yes,no preference,Yes -LEC003,21,Engineering: Industrial,,53711,basil/spinach,No,Yes,night owl,Yes -LEC001,20,Engineering: Industrial,,53703,pepperoni,Yes,Yes,no preference,No -LEC003,18,Engineering: Industrial,,53706,sausage,Yes,Yes,night owl,No -LEC003,20,Science: Biology/Life,Global Health,55416,pineapple,Yes,Yes,night owl,Yes -LEC003,18,Engineering: Biomedical,,53706,basil/spinach,No,No,no preference,Maybe -LEC003,19,Business: Other,,53706,sausage,Yes,No,night owl,Yes -LEC003,18,Engineering: Industrial,,53706,green pepper,Yes,Yes,night owl,Yes -LEC004,20,Data Science,Economics - math emphasis,53703,pepperoni,Yes,No,no preference,Yes -LEC003,19,Business: Information Systems," Operations, Technology, Management",53715,pepperoni,Yes,No,night owl,Maybe -LEC004,21,Engineering: Other,,53706,pineapple,No,Yes,early bird,No -LEC003,19,Engineering: Mechanical,,53715,Other,Yes,No,early bird,No -LEC003,20,Computer Science,Data Science,53703,none (just cheese),No,Yes,night owl,Maybe -LEC003,18,Science: Biology/Life,Data science,53706,sausage,Yes,No,night owl,No -LEC004,20,Engineering: Mechanical,,53715,macaroni/pasta,Yes,Yes,night owl,Yes -LEC002,,Business: Other,Double Business Major (Supply Chain and Business Management),53703,basil/spinach,Yes,No,night owl,Maybe -LEC003,18,Business: Finance,,53715,none (just cheese),No,Yes,night owl,Yes -LEC002,20,Engineering: Industrial,,53703,pepperoni,Yes,Yes,night owl,Yes -LEC001,22,Data Science,Stat or CS,53705,basil/spinach,Yes,Yes,early bird,No -LEC003,20,Business: Information Systems,"International Business, French",53703,basil/spinach,Yes,Yes,early bird,No -LEC004,19,Engineering: Other,,53706,none (just cheese),Yes,Yes,night owl,Maybe -LEC002,20,Other,ECONOMICS,53715,none (just cheese),Yes,Yes,night owl,Maybe -LEC004,19,Engineering: Mechanical, ,53715,pepperoni,Yes,No,night owl,Maybe -LEC004,19,Engineering: Mechanical,,53715,pepperoni,Yes,Yes,no preference,Yes -LEC004,20,Statistics,,53703,pepperoni,Yes,No,early bird,Yes -LEC001,19,Business: Actuarial,RMI,53706,basil/spinach,Yes,Yes,night owl,Yes -LEC001,20,Engineering: Biomedical,,53703,sausage,No,Yes,night owl,Yes -LEC004,19,Engineering: Biomedical,,53706,basil/spinach,Yes,No,early bird,Yes -LEC003,18,Data Science,,53706,none (just cheese),Yes,No,night owl,Maybe -LEC001,21,Computer Science,,53703,Other,Yes,Yes,night owl,Maybe -LEC001,19,Engineering: Industrial,,53706,pepperoni,Yes,No,night owl,No -LEC004,20,Science: Other,,53713,pineapple,Yes,Yes,night owl,Maybe -LEC004,18,Data Science,,53706,macaroni/pasta,Yes,No,night owl,Yes -LEC004,20,Engineering: Industrial,NA,54636,macaroni/pasta,Yes,Yes,early bird,Maybe -LEC001,19,Computer Science,,53711,mushroom,Yes,No,night owl,Yes -LEC004,19,Computer Science,,53711,sausage,No,No,night owl,Maybe -LEC004,19,Engineering: Biomedical,,53706,pepperoni,Yes,No,night owl,Maybe -LEC004,19,Engineering: Mechanical,,53711,macaroni/pasta,Yes,No,night owl,Yes -LEC004,19,Engineering: Mechanical,,53597,pepperoni,No,Yes,night owl,No -LEC004,18,Engineering: Biomedical,,53706,sausage,Yes,Yes,night owl,Maybe -LEC004,18,Computer Science,Data science,53706,basil/spinach,No,Yes,no preference,Maybe -LEC004,21,Engineering: Biomedical,,53703,sausage,Yes,Yes,night owl,Yes -LEC004,19,Business: Information Systems,Accounting,53706,mushroom,Yes,No,night owl,No -LEC004,18,Engineering: Other,,53706,sausage,Yes,Yes,night owl,Yes -LEC004,20,Data Science,,53715,Other,Yes,No,night owl,Yes -LEC004,18,Engineering: Mechanical,,53706,mushroom,Yes,Yes,night owl,Yes -LEC004,18,Engineering: Mechanical,,53706,macaroni/pasta,Yes,Yes,no preference,Maybe -LEC001,18,Engineering: Biomedical,,53706,Other,No,No,night owl,Maybe -LEC004,19,Business: Finance,Industrial Engineering,53706,sausage,Yes,No,night owl,Maybe -LEC001,18,Business: Other,Main one is economics and data science,53706,pepperoni,No,No,no preference,Maybe -LEC004,18,Engineering: Industrial,,83001,sausage,Yes,Yes,night owl,Yes -LEC004,20,Engineering: Biomedical,,53715,pepperoni,Yes,Yes,night owl,Maybe -LEC004,18,Engineering: Mechanical,,53706,none (just cheese),No,No,night owl,Yes -LEC004,20,Other,,53715,sausage,No,No,night owl,Maybe -LEC004,19,Business: Information Systems,Business: Supply Chain Management,53703,pepperoni,Yes,No,no preference,Maybe -LEC004,20,Other,,53703,basil/spinach,Yes,No,night owl,Yes -LEC004,18,Engineering: Mechanical,,53706,pepperoni,Yes,Yes,night owl,Yes -LEC004,19,Engineering: Mechanical,,53706,pepperoni,Yes,No,night owl,Yes -LEC003,27,Computer Science,,53711,mushroom,Yes,Yes,no preference,Yes -LEC004,19,Business: Actuarial,,53706-1188,sausage,Yes,No,no preference,Yes -LEC004,21,Other,,53703,pepperoni,Yes,No,night owl,Yes -LEC001,19,Business: Other,,53703,pepperoni,Yes,No,no preference,Maybe -LEC004,18,Business: Finance,Data Science,53706,basil/spinach,Yes,No,night owl,Yes -LEC004,18,Science: Physics,,53706,mushroom,Yes,No,night owl,Yes -LEC002,19,Mathematics/AMEP,Actuarial Science,53706,sausage,Yes,Yes,night owl,Yes -LEC004,19,Business: Finance,data science,53706,pepperoni,Yes,Yes,no preference,Maybe -LEC002,19,Data Science,"Electrical engineering, physics",53703,none (just cheese),Yes,No,night owl,Yes -LEC004,21,Engineering: Biomedical,History Certificate ,53715,green pepper,Yes,No,no preference,Maybe -LEC001,19,Business: Finance,,53703,sausage,Yes,Yes,night owl,Maybe -LEC001,18,Business: Finance,,53703,pepperoni,Yes,No,night owl,Yes -LEC004,21,Engineering: Mechanical,Mechanical Engineering ,53703,green pepper,No,No,no preference,No -LEC004,19,Business: Information Systems,,53706,pepperoni,Yes,Yes,no preference,Maybe -LEC002,18,Computer Science,,53706,pepperoni,Yes,Yes,night owl,Yes -LEC001,21,Computer Science,,43706,mushroom,Yes,Yes,no preference,Yes -LEC002,20,Business: Finance,Data Science,53703,pepperoni,No,Yes,no preference,No -LEC002,20,Engineering: Biomedical,,53703,pineapple,Yes,Yes,early bird,Maybe -LEC001,19,Business: Actuarial,risk management and insurance,53711,pepperoni,No,No,night owl,Yes -LEC002,21,Other,"Linguistics, Communication Sciences and Disorders",53715,green pepper,Yes,Yes,night owl,No -LEC001,19,Engineering: Mechanical,,53706,none (just cheese),Yes,Yes,night owl,Yes -LEC002,18,Engineering: Mechanical,,53706,macaroni/pasta,Yes,Yes,night owl,Yes -LEC001,19,Data Science,,53703,pineapple,Yes,No,night owl,Yes -LEC001,18,Science: Biology/Life,"Either stats, data science, or math (undecided)",53706,macaroni/pasta,Yes,Yes,night owl,Yes -LEC001,19,Data Science,Mathematics,53703,green pepper,Yes,Yes,night owl,Maybe -LEC001,23,Business: Other,,53711,pineapple,Yes,No,night owl,Maybe -LEC001,20,Data Science,economics,53703,none (just cheese),Yes,No,early bird,Yes -LEC001,18,Computer Science,Planning on Data Sci but unsure,53708,macaroni/pasta,Yes,No,night owl,Yes -LEC002,18,Science: Other,,53706,pepperoni,Yes,No,early bird,Maybe -LEC001,18,Computer Science,,53706,green pepper,Yes,Yes,night owl,Yes -LEC001,19,Statistics,,53703,pineapple,Yes,No,night owl,No -LEC001,20,Computer Science,Data Science,53703,pepperoni,Yes,Yes,no preference,Yes -LEC001,19,Business: Information Systems,,53706,basil/spinach,Yes,No,night owl,Yes -LEC001,19,Data Science,,53703,pineapple,No,Yes,night owl,Maybe -LEC001,18,Engineering: Mechanical,,53706,macaroni/pasta,Yes,Yes,night owl,No -LEC001,18,Data Science,,53706,pepperoni,Yes,No,night owl,Yes -LEC001,19,Engineering: Industrial,Data Science,53706,green pepper,Yes,No,night owl,Yes -LEC004,21,Other,,53726,sausage,Yes,No,night owl,Yes -LEC001,19,Engineering: Mechanical,,53704,sausage,Yes,No,no preference,Yes -LEC001,18,Computer Science,Data Science,53706,pepperoni,No,Yes,no preference,No -LEC001,19,Other,,53705,pepperoni,No,No,night owl,Yes -LEC001,21,Computer Science,data science,53706,pineapple,No,No,night owl,Yes -LEC001,19,Statistics,,53703,sausage,Yes,No,night owl,Maybe -LEC001,19,Science: Chemistry,,53706,pepperoni,Yes,No,night owl,Yes -LEC001,20,Other,legal study,53705,sausage,Yes,No,no preference,Maybe -LEC001,19,Statistics,biochemistry,53703,pineapple,Yes,No,no preference,Yes -LEC001,22,Engineering: Biomedical,,,basil/spinach,Yes,Yes,night owl,Maybe -LEC001,19,Engineering: Industrial,,53706,sausage,Yes,No,night owl,Yes -LEC003,19,Engineering: Mechanical,,53711,sausage,Yes,No,no preference,Yes -LEC001,19,Engineering: Mechanical,,53703,none (just cheese),Yes,Yes,night owl,Yes -LEC001,21,Computer Science,Computer Engineering,53703,sausage,No,No,night owl,Yes -LEC003,20,Engineering: Mechanical,,53703,sausage,No,No,night owl,No -LEC001,21,Computer Science,Electrical Engineering,53715,pepperoni,Yes,Yes,night owl,Maybe -LEC001,19,Engineering: Industrial,Business,53706,pepperoni,Yes,Yes,night owl,Maybe -LEC001,18,Other,,53706,none (just cheese),Yes,No,night owl,Yes -LEC001,18,Science: Biology/Life,"Data Science Minor, French",53706,pineapple,Yes,No,night owl,Yes -LEC001,21,Other,,53703,mushroom,Yes,Yes,early bird,Yes -LEC001,22,Computer Science,DS,53711,Other,Yes,No,no preference,Maybe -LEC003,19,Other,,53703,pepperoni,No,No,no preference,Yes -LEC001,19,Data Science,,53706,Other,No,Yes,early bird,Yes -LEC002,18,Engineering: Mechanical,Minor in Business ,53706,sausage,Yes,No,no preference,Yes -LEC001,21,Engineering: Other,Civil Engineering,53715,Other,No,Yes,no preference,Yes -LEC002,19,Statistics,Economics,53703,pepperoni,Yes,No,night owl,Yes -LEC002,20,Business: Actuarial,,53703,sausage,Yes,No,night owl,No -LEC001,24,Business: Other,,53703,green pepper,No,No,early bird,Maybe -LEC004,18,Engineering: Biomedical,,53706,sausage,Yes,No,no preference,No -LEC001,23,Other,,53703,pineapple,Yes,No,night owl,Yes -LEC003,19,Statistics,,53706,none (just cheese),Yes,Yes,early bird,Yes -LEC002,18,Other,,53706,basil/spinach,Yes,No,night owl,Yes -LEC001,20,Statistics,,53703,mushroom,Yes,Yes,night owl,Yes -LEC004,18,Computer Science,Data Science,,none (just cheese),Yes,Yes,night owl,Yes -LEC002,19,Engineering: Mechanical,,53706,Other,Yes,No,no preference,Yes -LEC002,22,Science: Biology/Life,,53703,pepperoni,Yes,Yes,night owl,Yes -LEC003,,Computer Science,Possibly Data Science (Definitely a Certificate),53706,Other,No,No,night owl,Yes -LEC002,19,Engineering: Mechanical,,53562,pepperoni,Yes,Yes,night owl,Yes -LEC002,19,Other,Data Science,53715,green pepper,Yes,Yes,no preference,Yes -LEC003,18,Statistics,,53706,Other,No,No,night owl,Yes -LEC004,19,Engineering: Mechanical,,53715,sausage,Yes,No,night owl,Yes -LEC003,19,Engineering: Mechanical,,53706,pepperoni,Yes,No,night owl,Maybe -LEC002,21,Business: Other,,53703,mushroom,No,No,no preference,Yes -LEC003,19,Business: Information Systems,,53711,pepperoni,Yes,No,night owl,Yes -LEC002,19,Business: Actuarial,,53706,sausage,No,No,night owl,Yes -LEC002,21,Data Science,,53703,sausage,Yes,Yes,night owl,Yes -LEC001,23,Data Science,,53705,mushroom,Yes,No,night owl,Yes -LEC002,20,Computer Science,Data Science,53726,pineapple,Yes,Yes,night owl,Maybe -LEC003,18,Engineering: Industrial,,53706,pepperoni,Yes,No,night owl,Yes -LEC002,27,Data Science,,53705,basil/spinach,Yes,No,night owl,Yes -LEC002,18,Computer Science,Data Science,53706,mushroom,Yes,No,early bird,Yes -LEC001,22,Data Science,,53706,sausage,Yes,No,night owl,Yes -LEC002,20,Computer Science,,53715,pepperoni,No,Yes,night owl,Yes -LEC002,21,Data Science,,53703,macaroni/pasta,No,No,night owl,No -LEC002,20,Computer Science,,,mushroom,Yes,No,early bird,Maybe -LEC001,19,Computer Science,prolly data science,92376,pepperoni,Yes,No,night owl,Yes -LEC002,19,Engineering: Mechanical,,53706,pepperoni,Yes,No,night owl,Maybe -LEC002,19,Engineering: Mechanical,,,none (just cheese),Yes,No,night owl,Yes -LEC002,19,Data Science,,53717,none (just cheese),Yes,No,night owl,Yes -LEC002,22,Science: Other,,53715,green pepper,Yes,Yes,early bird,Yes -LEC002,19,Engineering: Biomedical,,53706,sausage,Yes,No,early bird,No -LEC002,20,Business: Finance,,53703,pepperoni,Yes,No,early bird,No -LEC002,18,Business: Actuarial,,53706,pepperoni,Yes,No,early bird,No -LEC002,19,Engineering: Mechanical,,53706,Other,Yes,No,night owl,Yes -LEC002,20,Data Science,economics,internation student,mushroom,Yes,Yes,early bird,Maybe -LEC003,19,Engineering: Mechanical,,,Other,No,No,night owl,Yes -LEC002,19,Engineering: Industrial,,53703,sausage,No,Yes,night owl,Yes -LEC002,19,Engineering: Mechanical,,53701,pepperoni,Yes,Yes,no preference,Yes -LEC002,22,Computer Science,,53703,sausage,Yes,No,night owl,Yes -LEC001,19,Engineering: Industrial,,53715,pepperoni,Yes,No,no preference,Maybe -LEC002,18,Engineering: Mechanical,,53706,pepperoni,Yes,Yes,night owl,Maybe -LEC002,23,Mathematics/AMEP,,53719,sausage,No,Yes,early bird,Yes -LEC002,18,Engineering: Industrial,,53706,pineapple,No,Yes,no preference,Maybe -LEC002,20,Other,Communication Arts,53711,sausage,Yes,Yes,no preference,Maybe -LEC002,21,Business: Information Systems,Finance ,53703,pepperoni,Yes,Yes,night owl,Maybe -LEC002,21,Science: Physics,Astrophysics,,macaroni/pasta,Yes,No,no preference,Maybe -LEC002,21,Science: Biology/Life,,53703,green pepper,Yes,No,early bird,Maybe -LEC003,21,Engineering: Other,,53706,none (just cheese),Yes,No,early bird,Maybe -LEC002,19,Data Science,Economics,53715,pepperoni,Yes,No,night owl,Yes -LEC001,19,Data Science,,53706,none (just cheese),No,Yes,night owl,Yes -LEC001,20,Statistics,"economics, social science",53715,pepperoni,No,No,no preference,Yes -LEC004,19,Business: Other,"Information systems, Data science",53706,sausage,Yes,Yes,night owl,Yes -LEC004,18,Computer Science,,53706,basil/spinach,Yes,No,no preference,Yes -LEC003,18,Computer Science,,53703,pepperoni,Yes,No,night owl,Yes -LEC003,,Mathematics/AMEP,,,mushroom,No,Yes,night owl,Yes -LEC004,19,Data Science,,53706,mushroom,Yes,No,night owl,Yes -LEC001,19,Science: Chemistry,Data Science,53706,sausage,Yes,No,night owl,No -LEC002,19,Mathematics/AMEP,,53703,Other,No,No,night owl,Yes -LEC003,18,Other,,53703,pineapple,No,No,early bird,No -LEC004,19,Engineering: Mechanical,,53703,pepperoni,Yes,No,early bird,Yes -LEC003,19,Statistics,thinking about a data science certificate or switching major to data science,53706,pepperoni,Yes,No,night owl,Yes -LEC001,19,Other,,53706,pepperoni,Yes,Yes,night owl,Maybe -LEC003,18,Statistics,data science,53706,pineapple,No,No,night owl,Maybe -LEC003,21,Computer Science,,53705,mushroom,Yes,No,night owl,Maybe -LEC002,21,Other,Data Science,53705,sausage,Yes,No,night owl,Yes -LEC003,20,Science: Biology/Life,,53703,pineapple,No,No,early bird,Maybe -LEC003,18,Other,,53715,pepperoni,Yes,No,early bird,No -LEC004,18,Engineering: Biomedical,,53706,pepperoni,Yes,Yes,early bird,Yes -LEC001,21,Computer Science,,53715,macaroni/pasta,Yes,No,night owl,Yes -LEC003,21,Science: Other,Data Science,53711,mushroom,Yes,Yes,night owl,Yes -LEC004,19,Engineering: Mechanical,,,sausage,No,No,early bird,No -LEC002,20,Engineering: Industrial,,53715,mushroom,No,No,night owl,Yes -LEC002,19,Engineering: Mechanical,,53706,pepperoni,Yes,No,no preference,No -LEC002,22,Science: Physics,,53703,sausage,Yes,No,night owl,Yes -LEC004,19,Engineering: Other,,53706,sausage,Yes,Yes,no preference,Maybe -LEC001,19,Engineering: Biomedical,,53711,macaroni/pasta,Yes,No,night owl,Yes -LEC001,23,Data Science,,53703,mushroom,Yes,Yes,night owl,Maybe -LEC001,20,Engineering: Industrial,,53703,pepperoni,Yes,No,night owl,Yes -LEC003,18,Science: Other,,53706,pineapple,Yes,Yes,night owl,Yes -LEC003,25,Computer Science,,53713,sausage,Yes,No,night owl,Yes -LEC001,31,Data Science,,53575,sausage,Yes,Yes,early bird,Maybe -LEC001,19,Data Science,,53715,pepperoni,Yes,Yes,night owl,Yes -LEC002,21,Computer Science,,53703,pepperoni,Yes,No,night owl,Yes -LEC003,20,Business: Actuarial,Risk Management and Insurance,53715,pepperoni,Yes,No,night owl,No -LEC004,19,Data Science,,53715,pepperoni,Yes,Yes,night owl,Yes -LEC001,19,Computer Science,,53706,mushroom,Yes,No,early bird,Maybe -LEC001,19,Mathematics/AMEP,,,pepperoni,Yes,No,night owl,Maybe -LEC001,19,Engineering: Mechanical,,53705,sausage,Yes,No,night owl,Yes -LEC004,19,Engineering: Mechanical,,53706,pineapple,Yes,No,night owl,Yes -LEC002,19,Science: Physics,,53706,Other,Yes,No,no preference,Yes -LEC001,21,Computer Science,Data science,53703,basil/spinach,No,Yes,night owl,No -LEC003,19,Mathematics/AMEP,data science,53706,sausage,Yes,No,night owl,Yes -LEC002,18,Science: Biology/Life,data science certificate,53706,pineapple,Yes,Yes,night owl,Yes -LEC004,18,Statistics,,53706,sausage,No,Yes,night owl,Yes -LEC003,21,Engineering: Industrial,,53562,pepperoni,Yes,No,night owl,Maybe -LEC001,20,Engineering: Mechanical,,53715,green pepper,Yes,No,early bird,Yes -LEC003,19,Engineering: Mechanical,,,pineapple,No,No,early bird,No -LEC003,20,Statistics,,53703,mushroom,Yes,Yes,no preference,No -LEC002,18,Engineering: Mechanical,"Industrial, Buisness",53701,pepperoni,No,No,night owl,Maybe -LEC001,18,Other,Legal Studies,53706,mushroom,No,No,night owl,Yes -LEC001,20,Data Science,,53703,none (just cheese),Yes,Yes,night owl,Yes -LEC001,21,Other,,53703,Other,Yes,Yes,no preference,Maybe -LEC001,22,Engineering: Biomedical,pre-med,53715,none (just cheese),Yes,Yes,no preference,Yes -LEC003,20,Other,"Philosophy, Data Science Certificate, Pre-Med",53703,basil/spinach,No,Yes,early bird,Yes -LEC001,21,Business: Finance,Economics,53703,basil/spinach,Yes,No,night owl,Yes -LEC003,19,Statistics,,53705,none (just cheese),Yes,Yes,no preference,Yes -LEC001,18,Engineering: Industrial,,53703,sausage,Yes,Yes,night owl,Yes -LEC003,21,Science: Biology/Life,My majors are Environmental Science and Spanish,53703,macaroni/pasta,Yes,No,night owl,Maybe -LEC001,18,Other,,,pepperoni,Yes,No,no preference,Yes -LEC004,23,Science: Physics,Astronomy,53703,pepperoni,Yes,Yes,night owl,Yes -LEC002,21,Computer Science,,53711,sausage,Yes,No,night owl,Maybe -LEC002,18,Engineering: Mechanical,,53706,sausage,Yes,Yes,early bird,Yes -LEC003,19,Engineering: Other,Environmental Science,53706,pepperoni,Yes,No,night owl,Yes -LEC003,19,Science: Other,Life science communications,53706,Other,Yes,No,night owl,Maybe -LEC004,21,Engineering: Mechanical,,53703,sausage,Yes,Yes,no preference,No -LEC001,20,Computer Science,,53703,pineapple,Yes,No,night owl,Yes -LEC001,20,Other,,53703,macaroni/pasta,Yes,Yes,night owl,Yes -LEC001,22,Other,"psychology, legal studies, certificate in criminal justice ",53711,sausage,Yes,No,night owl,Maybe -LEC002,21,Data Science,,53711,none (just cheese),Yes,No,night owl,Yes -LEC003,21,Other,,53703,mushroom,Yes,No,early bird,Yes -LEC002,20,Engineering: Industrial,,53703,pineapple,Yes,Yes,early bird,Yes -LEC001,19,Computer Science,data science,53706,pineapple,No,No,night owl,No -LEC003,19,Statistics,Data Science,53703,pineapple,No,No,night owl,Maybe -LEC001,20,Computer Science,,53726,none (just cheese),Yes,No,night owl,Yes -LEC002,,Computer Science,,,pepperoni,Yes,No,night owl,Maybe -LEC001,18,Computer Science,,53706,pineapple,No,No,no preference,Maybe -LEC001,19,Computer Science,data science,53706,pepperoni,Yes,Yes,night owl,Yes -LEC003,19,Other,Undecided in STEM,53706,pepperoni,No,No,night owl,No -LEC001,18,Computer Science,data science,53590,Other,No,No,night owl,Yes -LEC004,18,Other,,53706,Other,Yes,No,night owl,Maybe -LEC003,19,Data Science,,53706,basil/spinach,Yes,No,no preference,Maybe -LEC001,19,Business: Finance,,53706,pepperoni,Yes,No,night owl,Maybe -LEC001,19,Engineering: Industrial,,53704,basil/spinach,No,No,no preference,Yes -LEC004,18,Engineering: Other,,53706,pepperoni,Yes,No,night owl,Maybe -LEC002,18,Computer Science,,,macaroni/pasta,Yes,Yes,night owl,Yes -LEC003,20,Engineering: Biomedical,,53715,none (just cheese),Yes,Yes,no preference,Maybe -LEC001,18,Other,,52816,none (just cheese),Yes,No,night owl,Yes -LEC002,18,Engineering: Mechanical,Computes Science Certificate Potentially,53706,sausage,Yes,Yes,night owl,Yes -LEC002,18,Engineering: Mechanical,,53706,pepperoni,Yes,Yes,no preference,No -LEC003,20,Business: Finance,Business: Risk Management ,53703,sausage,Yes,Yes,night owl,Yes -LEC001,19,Science: Chemistry,,53706,pineapple,Yes,No,night owl,Yes -LEC001,20,Engineering: Mechanical,,59301,pepperoni,Yes,Yes,no preference,Maybe -LEC001,22,Mathematics/AMEP,Economics ,53715,basil/spinach,Yes,Yes,early bird,No -LEC001,22,Other,,53703,green pepper,Yes,Yes,night owl,Yes -LEC001,19,Engineering: Other,,53715,none (just cheese),Yes,Yes,night owl,No -LEC002,18,Engineering: Mechanical,,53706,sausage,Yes,Yes,night owl,Yes -LEC001,23,Engineering: Other,,53711,green pepper,Yes,Yes,no preference,Maybe -LEC001,18,Science: Chemistry,,53706,sausage,Yes,Yes,night owl,No -LEC001,23,Engineering: Mechanical,,53715,pepperoni,Yes,Yes,night owl,Maybe -LEC002,19,Data Science,Economics,53706,macaroni/pasta,No,No,early bird,Yes -LEC001,20,Engineering: Industrial,"Science: Other, Economics",53703,sausage,Yes,Yes,early bird,No -LEC003,21,Data Science,"Economics, Social Science",53703,sausage,Yes,Yes,no preference,Maybe -LEC002,18,Data Science,,10306,none (just cheese),Yes,No,night owl,Maybe -LEC002,20,Mathematics/AMEP,Environmental Sciences,53715,pepperoni,No,No,night owl,Maybe -LEC002,18,Statistics,,53706,pepperoni,Yes,No,night owl,Maybe -LEC003,21,Engineering: Mechanical,,53715,pepperoni,Yes,Yes,night owl,Yes -LEC002,20,Engineering: Biomedical,,53703,pepperoni,Yes,No,night owl,Yes -LEC002,19,Data Science,,53703,pineapple,Yes,No,no preference,Yes -LEC001,21,Engineering: Other,,53715,mushroom,No,No,early bird,Maybe -LEC003,18,Data Science,possibly Statistics / Math,53706,mushroom,Yes,No,night owl,Yes -LEC002,,Business: Other,,,pepperoni,Yes,No,early bird,No -LEC002,19,Other,,53706,pepperoni,Yes,No,night owl,Yes -LEC001,19,Engineering: Other,,53706,pineapple,Yes,No,night owl,Maybe -LEC003,19,Computer Science,data science I havent decided on a major yet but it might be either one of these,53726,none (just cheese),No,No,night owl,Maybe -LEC003,20,Business: Finance,,53703,Other,Yes,No,night owl,Yes -LEC001,21,Science: Other,,53703,sausage,No,No,night owl,Yes -LEC001,20,Other,,53703,pepperoni,No,No,night owl,Yes -LEC004,20,Engineering: Other,,53703,none (just cheese),Yes,No,night owl,Yes -LEC001,21,Business: Information Systems,,53703,Other,Yes,Yes,no preference,No -LEC003,21,Mathematics/AMEP,,,mushroom,No,No,night owl,Yes -LEC001,18,Other,,53703,mushroom,Yes,No,night owl,Yes -LEC003,19,Business: Actuarial,,53175,sausage,Yes,Yes,early bird,Yes -LEC003,20,Engineering: Mechanical,Naval Architecture & Marnie Engineering (self-tutored),53711,green pepper,Yes,No,night owl,Maybe -LEC002,20,Business: Other,,53703,pineapple,Yes,No,night owl,Maybe -LEC003,20,Data Science,"computer science, stats ",53711,pineapple,Yes,No,early bird,Yes -LEC004,19,Statistics,,53706,pepperoni,Yes,No,night owl,Yes -LEC003,18,Engineering: Industrial,Data science ,53715,pepperoni,No,Yes,early bird,Maybe -LEC004,20,Other,"Economics, Data Science",53715,mushroom,Yes,No,no preference,Maybe -LEC001,19,Engineering: Mechanical,,53706,sausage,Yes,Yes,night owl,Yes -LEC002,21,Engineering: Mechanical,Spanish,53719,none (just cheese),Yes,Yes,night owl,Maybe -LEC001,24,Engineering: Industrial,Business,53726,mushroom,Yes,No,night owl,Maybe -LEC002,20,Other,NA,53703,basil/spinach,Yes,Yes,night owl,Yes -LEC004,18,Engineering: Mechanical,,53706,sausage,Yes,Yes,early bird,Yes -LEC001,19,Other,"Data Science Certificate, Economics",53703,sausage,No,Yes,night owl,Yes -LEC001,18,Engineering: Mechanical,,53706,pepperoni,No,No,night owl,Yes -LEC003,18,Engineering: Mechanical,,53706,pepperoni,Yes,Yes,night owl,Yes -LEC004,19,Engineering: Biomedical,,53706,none (just cheese),Yes,No,no preference,Yes -LEC001,20,Computer Science,,53715,sausage,Yes,No,night owl,Yes -LEC001,17,Engineering: Mechanical,,53706,pineapple,Yes,No,night owl,Yes -LEC002,20,Data Science,,53703,pepperoni,Yes,Yes,night owl,Yes -LEC003,18,Engineering: Mechanical,,53715,pineapple,No,No,night owl,Maybe -LEC003,19,Engineering: Biomedical,,53703,none (just cheese),Yes,Yes,night owl,Yes -LEC003,20,Other,Data Science,53715,mushroom,Yes,Yes,early bird,Maybe -LEC003,19,Mathematics/AMEP,,53705,pineapple,No,No,night owl,Yes -LEC002,19,Engineering: Mechanical,chemical engineering,53711,green pepper,Yes,No,night owl,Maybe -LEC003,21,Computer Science,Data Science,53715,mushroom,No,No,night owl,Maybe -LEC003,19,Data Science,,53590,pepperoni,No,No,no preference,Yes -LEC001,20,Computer Science,,,pepperoni,Yes,No,early bird,Yes -LEC001,20,Data Science,"Biology, Bioinformatics",53703,sausage,Yes,No,no preference,Yes -LEC002,21,Engineering: Mechanical,,53705,none (just cheese),Yes,No,no preference,Maybe -LEC001,19,Computer Science,Data Science,53706,Other,No,Yes,night owl,No -LEC001,20,Business: Finance,Data Science,53715,sausage,Yes,Yes,night owl,Yes -LEC001,19,Data Science,Computer science,53706,pineapple,No,Yes,no preference,Yes -LEC002,23,Science: Other,Computer Science,53711,pineapple,Yes,Yes,early bird,No -LEC003,18,Engineering: Mechanical,,53706,sausage,No,No,night owl,No -LEC001,19,Computer Science,Data Science,53703,Other,No,No,no preference,Maybe -LEC001,19,Science: Other,,53706,macaroni/pasta,Yes,No,night owl,Yes -LEC003,19,Other,I do not have a secondary major but my major is International Studies. ,53076,pepperoni,Yes,Yes,early bird,Yes -LEC001,21,Science: Biology/Life,,53715,pepperoni,Yes,No,night owl,Yes -LEC001,20,Engineering: Mechanical,,53726,pepperoni,Yes,No,night owl,Yes -LEC002,20,Engineering: Industrial,,53715,pepperoni,Yes,No,no preference,Yes -LEC003,20,Science: Biology/Life,Life Science Communication,53703,pepperoni,Yes,No,early bird,Maybe -LEC002,19,Science: Biology/Life,Data Science,,pepperoni,No,No,no preference,Maybe -LEC002,22,Computer Science,,53703,sausage,Yes,No,night owl,Yes -LEC001,20,Business: Information Systems,,53706,mushroom,Yes,No,night owl,Yes -LEC001,19,Business: Other,,53706,pepperoni,Yes,No,early bird,Yes -LEC001,21,Other,"Economics/Philosophy, Data Science Certificate",53703,pepperoni,Yes,No,no preference,Yes -LEC003,19,Computer Science,Data science,53706,pineapple,Yes,Yes,night owl,Yes \ No newline at end of file +Lecture,Age,Major,Zip Code,Latitude,Longitude,Pizza topping,Pet preference,Runner,Sleep habit,Procrastinator +LEC001,22,Engineering: Biomedical,53703,43.073051,-89.40123,none (just cheese),neither,No,no preference,Maybe +LEC006,,Undecided,53706,43.073051,-89.40123,none (just cheese),neither,No,no preference,Maybe +LEC004,18,Engineering: Industrial,53715,43.073051,-89.40123,none (just cheese),neither,No,no preference,Maybe +LEC005,,Undecided,53706,43.073051,-89.40123,none (just cheese),neither,No,no preference,Maybe +LEC002,,Undecided,53706,43.073051,-89.40123,none (just cheese),neither,No,no preference,Maybe +LEC004,18,Engineering: Other|Engineering: Computer,53706,43.073051,-89.40123,none (just cheese),neither,No,no preference,Maybe +LEC003,,Undecided,53706,43.073051,-89.40123,none (just cheese),neither,No,no preference,Maybe +LEC003,18,Data Science,53715,43.073051,-89.40123,pineapple,cat,Yes,no preference,Maybe +LEC006,18,Data Science,53706,35.4,119.11,none (just cheese),dog,No,night owl,Yes +LEC006,18,Mathematics/AMEP,53706,44,-93,pepperoni,dog,No,night owl,Yes +LEC002,21,Engineering: Other,53703,24.713552,46.675297,none (just cheese),cat,Yes,night owl,Maybe +LEC003,19,Data Science,53705,24.6806,46.57936,pineapple,cat,No,early bird,No +LEC004,24,Economics,53703,43,-89,pineapple,cat,Yes,early bird,Yes +LEC003,18,Data Science,53706,36.102371,-115.174553,none (just cheese),dog,No,night owl,Yes +LEC006,22,Psychology,53703,31.78,119.95,mushroom,cat,No,night owl,Yes +LEC005,20,Data Science,53705,37.8,112.5,pepperoni,cat,Yes,night owl,Yes +LEC004,24,Science: Biology/Life,53703,46.872131,-113.994019,pepperoni,dog,Yes,early bird,Yes +LEC004,17,Engineering: Mechanical,53706,46.6242,8.0414,pineapple,dog,No,night owl,Yes +LEC004,19,Engineering: Mechanical,53726,43.073051,-89.40123,none (just cheese),dog,Yes,early bird,No +LEC002,19,Engineering: Mechanical,57303,41.878113,-87.629799,pineapple,dog,No,night owl,Yes +LEC001,,Mathematics/AMEP,53706,31.230391,121.473701,basil/spinach,dog,No,no preference,Maybe +LEC002,19,Mathematics/AMEP,53558,40.712776,-74.005974,sausage,dog,Yes,night owl,Yes +LEC001,20,Economics (Mathematical Emphasis),53703,48.86,2.3522,pepperoni,dog,No,early bird,Yes +LEC001,19,Engineering: Mechanical,53703,24.7,46.7,mushroom,dog,Yes,early bird,Maybe +LEC005,18,Computer Science,53703,37.338207,-121.88633,green pepper,dog,Yes,night owl,Yes +LEC003,19,Engineering: Mechanical,53558,43.073051,-89.40123,pepperoni,dog,No,night owl,Yes +LEC005,20,Engineering: Mechanical,53715,38.9072,-77.0369,Other,cat,No,night owl,Yes +LEC003,20,Data Science,53703,43.073051,-89.40123,pepperoni,dog,No,night owl,Yes +LEC002,21,Science: Other|Political Science,53703,31.768318,35.213711,pepperoni,dog,No,no preference,Maybe +LEC003,19,Mathematics/AMEP,53715,19.075983,72.877655,basil/spinach,cat,No,night owl,Maybe +LEC001,23,Computer Science,53711,43.073929,-89.385239,sausage,dog,No,night owl,Yes +LEC006,21,Business: Other,53715,25.761681,-80.191788,pepperoni,dog,No,night owl,Yes +LEC003,19,Business: Other|Real Estate,53715,117,33,pepperoni,dog,Yes,night owl,No +LEC004,19,Computer Science,53726,47.037872,-122.900696,tater tots,dog,No,night owl,Yes +LEC004,24,Economics,53703,23.12911,113.264381,pepperoni,cat,Yes,early bird,Maybe +LEC005,19,Data Science,53703,64.49796,165.40998,sausage,dog,No,night owl,Yes +LEC003,19,Data Science,53705,25,47,mushroom,cat,No,early bird,Maybe +LEC005,20,Engineering: Other|Engineering Physics: Scientific Computing,53715,43.073051,-89.4,none (just cheese),dog,No,night owl,Yes +LEC005,20,Computer Science,53703,48.856613,2.352222,pepperoni,dog,No,night owl,Yes +LEC002,19,Business: Finance,53726,43.04156,87.91006,pepperoni,dog,No,night owl,Yes +LEC002,21,Data Science,53713,29.868336,121.543991,mushroom,dog,No,night owl,No +LEC004,19,Computer Science,53715,40.712776,-74.005974,pepperoni,dog,No,night owl,Maybe +LEC003,18,Computer Science,53706,5.93876,80.48433,Other,dog,No,night owl,Maybe +LEC005,19,Engineering: Mechanical,53704,38.7,-77,pepperoni,cat,Yes,no preference,No +LEC004,18,Engineering: Mechanical,53726,41.878113,-87.629799,pepperoni,dog,No,night owl,Maybe +LEC005,19,Engineering: Other,53703,36.169941,-115.139832,pepperoni,dog,No,night owl,Maybe +LEC005,19,Engineering: Mechanical,53703,43.078104,-89.431698,pepperoni,dog,Yes,night owl,Yes +LEC006,18,Engineering: Biomedical,53051,33.6846,117.8265,pepperoni,dog,Yes,night owl,Yes +LEC001,22,Engineering: Mechanical,53719,43.073051,-89.40123,none (just cheese),cat,Yes,night owl,Yes +LEC001,18,Computer Science,53706,26.2992,87.2625,mushroom,dog,Yes,night owl,No +LEC001,24,Business: Information Systems,53703,43.073051,-89.40123,macaroni/pasta,cat,No,night owl,No +LEC006,19,Engineering: Mechanical,53703,43.04049,-87.91732,Other,dog,No,night owl,Yes +LEC001,,Computer Science,53715,34.052235,-118.243683,green pepper,dog,No,night owl,Yes +LEC002,20,Statistics,53703,40.7128,74.006,Other,dog,No,night owl,Maybe +LEC005,23,Computer Science,53703,37.5,126.97,pepperoni,dog,No,night owl,No +LEC002,21,Statistics,53703,52.370216,4.895168,pepperoni,dog,Yes,early bird,Maybe +LEC002,18,Undecided,53706,38.56247,-121.70411,pepperoni,dog,Yes,night owl,Yes +LEC006,18,Statistics,53706,40.712776,40.712776,pepperoni,dog,No,night owl,Yes +LEC003,21,Economics,53715,43.073051,-89.40123,none (just cheese),dog,No,night owl,Yes +LEC003,19,Engineering: Mechanical,53715,45,-93,sausage,dog,No,night owl,No +LEC005,21,Business: Finance,53717,40.6461,-111.498,sausage,dog,No,night owl,Yes +LEC001,26,Engineering: Mechanical,53703,41.902782,12.496365,pepperoni,dog,No,night owl,Yes +LEC001,25,Economics,53703,40.712776,-74.005974,pepperoni,dog,No,night owl,Yes +LEC003,18,Mathematics/AMEP,53706,31.230391,121.473701,mushroom,dog,Yes,early bird,No +LEC001,19,Computer Science,53706,48.855709,2.29889,pepperoni,cat,Yes,night owl,Yes +LEC005,17,Science: Biology/Life,53706,-18.766947,46.869106,basil/spinach,dog,Yes,early bird,Maybe +LEC003,19,Business: Information Systems,53711,38.893452,-77.014709,pepperoni,dog,No,early bird,Yes +LEC001,21,Computer Science,53715,16.306652,80.436539,Other,dog,No,night owl,Yes +LEC006,19,Data Science,53703,35.689487,139.691711,sausage,neither,Yes,no preference,Maybe +LEC004,18,Engineering: Industrial,53706,17.385044,78.486671,mushroom,dog,No,early bird,Yes +LEC004,19,Computer Science,53715,37.774929,-122.419418,pepperoni,dog,No,night owl,Maybe +LEC004,19,Data Science,53703,26.2644,20.3052,pepperoni,dog,No,night owl,Yes +LEC005,18,Data Science,53706,40.712776,-74.005974,pepperoni,dog,Yes,no preference,Yes +LEC002,18,Data Science,53706,36,117,Other,dog,No,early bird,Maybe +LEC005,19,Data Science,50703,42.360081,-71.058884,sausage,cat,No,night owl,No +LEC006,19,Computer Science,53711,36.569666,112.218744,pineapple,neither,Yes,early bird,Maybe +LEC005,18,Computer Science,53706,37.54443,-121.95269,pepperoni,dog,No,night owl,Maybe +LEC003,20,Mathematics/AMEP,53715,32.0853,34.781769,mushroom,dog,No,no preference,Yes +LEC003,19,Data Science,53715,42.701847,-84.48217,tater tots,dog,No,night owl,Yes +LEC003,18,Mathematics/AMEP,53706,40.179188,44.499104,Other,dog,Yes,no preference,Yes +LEC002,,Computer Science,53711,2.81375,101.504272,sausage,dog,Yes,no preference,Maybe +LEC001,18,Engineering: Industrial,53715,30.733315,76.779419,green pepper,cat,No,no preference,Yes +LEC003,21,Data Science,53590,7.9519,98.3381,Other,dog,Yes,early bird,Yes +LEC004,19,Data Science,53715,35.69,139.69,mushroom,dog,No,no preference,Maybe +LEC002,19,Data Science,53704,26.473308,50.048218,Other,cat,Yes,night owl,Yes +LEC002,22,Economics,53703,34.052235,-118.243683,pineapple,dog,No,night owl,Yes +LEC006,18,Data Science,53706,19.075983,72.877655,mushroom,dog,Yes,night owl,Yes +LEC003,,Business: Actuarial,53705,39.6336,118.16,basil/spinach,dog,Yes,early bird,Yes +LEC003,18,Data Science,53706,52.370216,4.895168,mushroom,cat,Yes,no preference,No +LEC003,18,Engineering: Mechanical,53706,52.368944,4.891663,pepperoni,cat,No,night owl,No +LEC002,18,Science: Physics,53703,32,118,sausage,neither,No,night owl,No +LEC005,18,Data Science,53706,17.384716,78.409424,mushroom,dog,Yes,night owl,Maybe +LEC003,19,Data Science,53715,3.1569,101.7123,mushroom,cat,No,early bird,No +LEC005,18,Computer Science,53706,43.769562,11.255814,Other,neither,No,night owl,Yes +LEC006,18,Business: Actuarial,53706,48.856613,2.352222,mushroom,cat,No,no preference,Yes +LEC004,20,Business: Actuarial,53711,40.7128,74.006,pepperoni,dog,Yes,early bird,No +LEC005,20,Science: Biology/Life,53703,44.67082,-93.24432,mushroom,dog,No,no preference,Maybe +LEC004,18,Mathematics/AMEP,53706,46.786671,-92.100487,pepperoni,cat,No,early bird,Yes +LEC005,20,Economics,53703,48.856613,2.352222,pepperoni,neither,No,night owl,Maybe +LEC006,18,Business: Finance,53706,40.409264,49.867092,Other,neither,No,early bird,No +LEC004,21,Computer Science,53715,27.993828,120.699364,green pepper,dog,Yes,no preference,No +LEC002,,Computer Science,53706,43.073051,-89.40123,Other,neither,Yes,no preference,Maybe +LEC002,20,Engineering: Mechanical,53706,35.6762,139.6503,sausage,cat,Yes,night owl,Yes +LEC001,20,Economics (Mathematical Emphasis),53703,43.073929,-89.385239,macaroni/pasta,cat,No,night owl,No +LEC002,21,Business: Information Systems,53713,43.03638,-89.40292,pineapple,neither,Yes,night owl,Yes +LEC004,18,Data Science,53706,45.31625,-92.59181,pepperoni,dog,No,night owl,Yes +LEC001,21,Business: Finance,53711,43.073929,-89.385239,pepperoni,dog,No,no preference,Maybe +LEC005,19,Engineering: Mechanical,53715,35.689487,139.691711,pepperoni,dog,No,night owl,Yes +LEC003,18,Computer Science,53706,51.500153,-0.1262362,pepperoni,dog,No,night owl,Yes +LEC002,22,Science: Biology/Life,53711,43.073051,-89.40123,mushroom,cat,No,no preference,No +LEC004,18,Data Science,53706,42.360081,-71.058884,green pepper,dog,No,night owl,Yes +LEC005,19,Engineering: Mechanical,53703,32.8328,117.2713,sausage,neither,Yes,night owl,Yes +LEC003,20,Engineering: Mechanical,53715,44.834,-87.376,none (just cheese),dog,Yes,night owl,No +LEC006,21,Economics,53703,41.902782,12.496365,none (just cheese),dog,No,no preference,Yes +LEC003,25,Data Science,53703,34.693737,135.502167,pineapple,dog,No,early bird,Maybe +LEC003,17,Computer Science,53703,19.075983,72.877655,Other,neither,Yes,no preference,No +LEC002,19,Psychology,53715,30.5928,114.3052,sausage,cat,No,night owl,Yes +LEC001,19,Computer Science,53703,51.507351,-0.127758,sausage,cat,Yes,no preference,Yes +LEC006,17,Engineering: Industrial,53706,55.953251,-3.188267,Other,dog,No,night owl,Yes +LEC005,,Computer Science,53703,43.073051,-89.40123,pineapple,dog,Yes,night owl,No +LEC002,21,Engineering: Mechanical,53705,37.566536,126.977966,mushroom,cat,Yes,no preference,Maybe +LEC002,18,Undecided,53715,48.775845,9.182932,Other,dog,No,night owl,Yes +LEC004,19,Data Science,53703,43,-89,sausage,cat,No,early bird,Maybe +LEC001,21,Science: Biology/Life,53703,36,117,macaroni/pasta,dog,No,night owl,Maybe +LEC002,19,Business: Information Systems,53703,42.360081,-71.058884,pepperoni,dog,No,no preference,Yes +LEC005,19,Computer Science,53706,-8.340539,115.091949,pineapple,dog,Yes,night owl,Maybe +LEC003,20,Business: Information Systems,53726,43.073051,-89.40123,sausage,dog,Yes,night owl,No +LEC003,,Science: Other,53715,39.904202,116.407394,mushroom,cat,No,night owl,Maybe +LEC004,20,Engineering: Biomedical,53715,43.0707,12.6196,tater tots,dog,No,night owl,Maybe +LEC004,19,Engineering: Biomedical,53715,41.878113,-87.629799,mushroom,dog,Yes,night owl,Yes +LEC002,21,Business: Other|Accounting,53703,41.8781,87.6298,pepperoni,cat,No,night owl,No +LEC002,17,Undecided,53706,33.742185,-84.386124,Other,dog,No,no preference,Yes +LEC006,18,Data Science,53558,40.73061,-73.935242,pepperoni,dog,Yes,night owl,No +LEC003,25,Data Science,53705,43.073051,-89.385239,sausage,cat,No,night owl,Maybe +LEC002,18,Data Science,53706,37.34163,-122.05411,sausage,dog,No,night owl,Yes +LEC006,18,Science: Biology/Life,53706,19.21833,72.978088,green pepper,neither,No,no preference,Maybe +LEC002,,Business: Other|business analytics,53703,31.230391,121.473701,none (just cheese),cat,Yes,night owl,Maybe +LEC003,,Data Science,53706,35.719312,139.784546,none (just cheese),neither,Yes,night owl,Yes +LEC002,19,Engineering: Mechanical,53726,47.141041,9.52145,mushroom,dog,No,night owl,Yes +LEC002,,Computer Science,53715,41.8781,87.6298,pepperoni,dog,No,no preference,Maybe +LEC002,26,Science: Other|animal sciences,53705,25.204849,55.270782,pepperoni,dog,No,no preference,Maybe +LEC003,21,Mathematics,53704,61.218056,-149.900284,green pepper,cat,Yes,early bird,Maybe +LEC003,22,Engineering: Other,53703,49.28273,-123.120735,macaroni/pasta,cat,No,early bird,Maybe +LEC001,18,Engineering: Other,53706,41.902782,12.496365,pepperoni,dog,No,night owl,Yes +LEC003,20,Engineering: Mechanical,53726,39.81059,-74.71795,basil/spinach,dog,No,early bird,Yes +LEC003,21,Health Promotion and Health Equity,53711,37.2982,113.0263,pepperoni,dog,No,early bird,No +LEC003,20,Engineering: Mechanical,53703,38.722252,-9.139337,mushroom,dog,No,night owl,Yes +LEC003,19,Engineering: Mechanical,53714,43,-89.4,none (just cheese),dog,No,night owl,Yes +LEC002,19,Engineering: Industrial,53703,41.878,-87.63,pepperoni,dog,Yes,night owl,Yes +LEC003,18,Computer Science,53706,43.073051,-89.40123,mushroom,neither,No,night owl,Yes +LEC001,18,Engineering: Industrial,53706,19.655041,-101.169891,pepperoni,dog,Yes,no preference,Maybe +LEC005,20,Engineering: Mechanical,53703,26.147,-81.795,pepperoni,dog,Yes,early bird,Yes +LEC006,18,Business: Other,53706,51.507,-0.128,sausage,dog,No,no preference,No +LEC005,19,Business: Other,53706,43,-89,pepperoni,dog,Yes,no preference,Yes +LEC004,19,Engineering: Mechanical,53705,34.869709,-111.760902,pepperoni,cat,No,no preference,Maybe +LEC005,21,Business: Finance,53703,3.15443,101.715103,pepperoni,cat,No,night owl,Yes +LEC005,18,Engineering: Mechanical,53706,44.655991,-93.242752,none (just cheese),dog,Yes,night owl,Yes +LEC003,18,Art,53706,36.25,138.25,macaroni/pasta,dog,No,night owl,Yes +LEC005,19,Data Science,53715,41.94288,-87.68667,pepperoni,dog,Yes,night owl,Yes +LEC005,18,Data Science,53703,44.2795,73.9799,pepperoni,dog,Yes,night owl,No +LEC002,19,Mathematics/AMEP,53715,37.80718,23.734864,pineapple,cat,No,night owl,Yes +LEC004,18,Computer Science,53706,35.689487,139.691711,pepperoni,cat,No,night owl,Yes +LEC006,18,Engineering: Mechanical,53706,43.0826,-97.16051,pepperoni,dog,No,no preference,Yes +LEC006,18,Engineering: Other,53715,37.441883,-122.143021,mushroom,dog,Yes,night owl,Maybe +LEC006,18,Engineering: Mechanical,53706,44.883,-87.86291,pepperoni,dog,No,early bird,Yes +LEC004,19,Engineering: Mechanical,53706,40.73598,-74.37531,none (just cheese),dog,Yes,early bird,No +LEC001,20,Business: Actuarial,53703,42.28,-83.74,mushroom,dog,No,night owl,Yes +LEC003,17,Engineering: Mechanical,53706,37.98381,23.727539,pineapple,dog,Yes,night owl,No +LEC004,18,Computer Science,53706,40.27385,-74.75972,sausage,dog,Yes,night owl,Yes +LEC002,19,Economics,53703,90.1994,38.627,none (just cheese),dog,No,early bird,Yes +LEC002,21,"Mathematics, Data Science",53703,30.572815,104.066803,sausage,dog,No,night owl,Maybe +LEC002,,Computer Science,53717,36,139,mushroom,dog,Yes,early bird,Yes +LEC006,19,Science: Biology/Life,53715,45.289143,-87.021847,none (just cheese),cat,No,night owl,Maybe +LEC002,21,Mathematics/AMEP,53703,20.878332,-156.682495,pepperoni,cat,No,night owl,Yes +LEC003,22,Mathematics/AMEP,53715,44.481586,-88.005981,pepperoni,neither,No,night owl,Yes +LEC006,18,Data Science,53706,43.073051,-89.40123,pepperoni,dog,No,night owl,Yes +LEC005,18,Computer Science,53706,30.733315,76.779419,none (just cheese),dog,No,night owl,Yes +LEC005,20,Mathematics/AMEP,53703,38.837702,-238.449497,pepperoni,dog,No,night owl,Yes +LEC005,,Computer Science,53593,50.116322,-122.957359,sausage,dog,No,night owl,Yes +LEC005,18,Computer Science,53715,43.059023,-89.296875,pepperoni,cat,No,night owl,Maybe +LEC005,19,Engineering: Industrial,53703,22.2255,-159.4835,pepperoni,cat,Yes,night owl,Yes +LEC005,18,Engineering: Biomedical,53593,43.073051,-89.40123,green pepper,cat,No,night owl,Maybe +LEC005,20,Engineering: Mechanical,53715,41.283211,-70.099228,sausage,dog,No,no preference,Maybe +LEC005,18,Data Science,53715,25.26741,55.292679,basil/spinach,cat,Yes,early bird,Yes +LEC005,19,Business: Other,53726,43.038902,-87.906471,pepperoni,dog,No,night owl,Yes +LEC002,,Undecided,53703,30.5723,104.0665,sausage,dog,No,night owl,Yes +LEC006,18,Engineering: Mechanical,53706,30.2672,97.7431,pepperoni,dog,No,night owl,No +LEC006,20,Data Science,53703,36.731651,-119.785858,Other,dog,Yes,night owl,Yes +LEC005,18,Computer Science,53706,43.038902,-87.906471,pepperoni,dog,No,night owl,Yes +LEC004,,Business: Finance,53703,33.8688,151.2093,green pepper,dog,Yes,night owl,Yes +LEC005,18,Science: Other|Science: Genetics and Genomics,53715,43.073051,-89.40123,mushroom,dog,No,no preference,Yes +LEC003,19,Engineering: Mechanical,53715,44.90767,-93.183594,basil/spinach,dog,No,night owl,Maybe +LEC006,18,Business: Finance,53706,-33.448891,-70.669266,macaroni/pasta,dog,No,night owl,Yes +LEC006,17,Business: Finance,53706,43.296482,5.36978,pineapple,dog,No,night owl,Yes +LEC006,21,Mathematics/AMEP,53703,30.572815,104.066803,green pepper,dog,No,no preference,Maybe +LEC005,20,Engineering: Mechanical,53703,41.99884,-87.68828,Other,dog,No,no preference,No +LEC001,19,Business: Information Systems,53703,39.481655,-106.038353,macaroni/pasta,dog,Yes,night owl,Yes +LEC004,19,Engineering: Mechanical,53703,41.883228,-87.632401,pepperoni,dog,No,no preference,Maybe +LEC004,18,Engineering: Industrial,53706,41.878113,41.878113,pepperoni,dog,No,night owl,No +LEC004,19,Engineering: Mechanical,53703,28.228209,112.938812,none (just cheese),neither,Yes,early bird,Yes +LEC003,18,Data Science,89451,34.42083,-119.698189,green pepper,dog,No,early bird,No +LEC003,19,Computer Science,53703,41.3874,2.1686,pepperoni,cat,No,early bird,No +LEC005,20,Science: Biology/Life,53703,32.05196,118.77803,sausage,neither,No,night owl,Yes +LEC004,19,Engineering: Mechanical,53706,50.075539,14.4378,none (just cheese),neither,No,night owl,Yes +LEC003,20,Statistics (actuarial route),53715,43.134315,-88.220062,sausage,dog,No,early bird,No +LEC004,19,Computer Science,53706,17.385044,78.486671,pepperoni,neither,Yes,night owl,Yes +LEC002,18,Engineering: Mechanical,53706,53707,-88.415382,Other,dog,No,night owl,Yes +LEC004,19,Computer Science,53706,45.440845,12.315515,sausage,dog,No,night owl,Yes +LEC004,18,Computer Science,53706,55.953251,-3.188267,Other,dog,No,night owl,Maybe +LEC004,18,Engineering: Mechanical,53706,33.8902,-118.39848,sausage,dog,Yes,night owl,Yes +LEC001,20,Business: Other|Business: Accounting,53703,31.230391,121.473701,pepperoni,cat,Yes,no preference,No +LEC004,18,Data Science,53706,39.512611,116.677063,pepperoni,dog,No,night owl,Maybe +LEC003,18,Undecided,53706,41.256538,95.934502,Other,dog,No,no preference,Yes +LEC003,18,Data Science,53706,19.075983,72.877655,pepperoni,dog,No,night owl,No +LEC003,22,Economics,53703,40.753685,-73.999161,green pepper,dog,No,night owl,Maybe +LEC003,18,Data Science,53706,51.507351,-0.127758,pepperoni,cat,No,night owl,Yes +LEC003,,Engineering: Mechanical,53706,42.44817,-71.224716,pepperoni,cat,Yes,night owl,Maybe +LEC003,17,Engineering: Other|Computer Engineering,53706,42.36,-71.059,basil/spinach,neither,No,early bird,Maybe +LEC003,21,Business: Actuarial,53706,32.715736,-117.161087,green pepper,dog,Yes,night owl,No +LEC003,,Engineering: Other|Computer engineering,53706,35.689487,139.691711,Other,cat,No,night owl,Yes +LEC003,18,Mathematics/AMEP,53715,41.385063,2.173404,pepperoni,cat,Yes,no preference,Maybe +LEC003,20,Computer Science,53705,30.274084,120.155067,mushroom,cat,No,night owl,Yes +LEC005,,Computer Science,53705,51.507351,-0.127758,basil/spinach,dog,No,night owl,Yes +LEC003,18,Computer Science,53706,45.45676,15.29662,sausage,dog,Yes,early bird,Yes +LEC003,18,Engineering: Industrial,53706,18.92421,-99.221565,green pepper,dog,Yes,night owl,Yes +LEC004,18,Engineering: Other|Material Science Engineering,53703,38.941631,-119.977219,pepperoni,dog,Yes,night owl,Yes +LEC002,21,Economics,53705,25.03841,121.5637,pepperoni,cat,No,night owl,Maybe +LEC005,,Civil engineering - hydropower engineering,53705,34,113,pineapple,neither,No,night owl,Maybe +LEC005,18,Computer Science,53706,40.7,-74.005,pepperoni,cat,No,early bird,No +LEC001,19,Engineering: Mechanical,53706,35.142441,-223.154297,green pepper,neither,Yes,night owl,Yes +LEC006,18,Data Science,53706,43.05891,-88.007462,pepperoni,dog,Yes,night owl,Yes +LEC006,,Engineering: Mechanical,53706,37.566536,126.977966,pepperoni,dog,Yes,night owl,No +LEC005,18,Data Science,53706,36.393154,25.46151,none (just cheese),dog,No,night owl,No +LEC001,,Engineering: Mechanical,53715,19.8968,155.5828,pepperoni,dog,No,night owl,No +LEC002,19,Engineering: Biomedical,53706,48.494904,-113.979034,macaroni/pasta,cat,No,night owl,Yes +LEC005,18,Engineering: Mechanical,53706,41.88998,12.49426,pineapple,dog,Yes,night owl,Yes +LEC003,17,Data Science,53706,-7.257472,112.75209,pineapple,dog,Yes,early bird,Yes +LEC005,19,Economics,53703,40.592331,-111.820152,none (just cheese),dog,Yes,night owl,Maybe +LEC005,19,Data Science,53704,38.722252,-9.139337,pepperoni,dog,No,night owl,Yes +LEC003,,Computer Science,53703,64.963051,-19.020836,pineapple,dog,No,no preference,Maybe +LEC002,20,Economics,53703,43.769562,11.255814,mushroom,dog,No,night owl,Yes +LEC004,20,Business: Actuarial,53715,44.834209,-87.376266,sausage,dog,No,no preference,Yes +LEC005,21,Economics,53703,37.751824,-122.420105,green pepper,cat,No,night owl,Yes +LEC004,22,Economics,53703,56.490669,4.202646,mushroom,dog,No,no preference,Yes +LEC004,18,Engineering: Mechanical,53706,44.9058,-93.28535,pepperoni,cat,Yes,night owl,Maybe +LEC004,19,Data Science,53703,41.878113,-87.629799,sausage,dog,No,night owl,Yes +LEC001,21,Computer Science,53703,43.21518,-87.94241,pepperoni,dog,No,no preference,Maybe +LEC004,24,Science: Chemistry,53703,32.715736,-117.161087,mushroom,dog,Yes,night owl,Maybe +LEC005,19,Engineering: Mechanical,53715,39.412327,-77.425461,pepperoni,cat,Yes,early bird,Yes +LEC004,20,Statistics,53703,43.07391,-89.39356,pepperoni,dog,No,early bird,Maybe +LEC005,21,Business: Finance,53703,38.178127,-92.781052,mushroom,dog,No,night owl,Yes +LEC004,18,Engineering: Mechanical,53706,35.689487,139.691711,pepperoni,dog,No,no preference,Yes +LEC005,18,Data Science,60521,41.9,87.6,pepperoni,dog,Yes,night owl,Yes +LEC005,23,Business: Information Systems,53558,43.073051,-89.40123,pepperoni,dog,Yes,early bird,No +LEC004,18,Engineering: Mechanical,53706,43.739507,7.426706,pepperoni,dog,No,night owl,Yes +LEC005,21,Data Science,53703,25,121,pepperoni,dog,No,night owl,Yes +LEC005,20,Business: Information Systems,53703,43.073051,-89.40123,pepperoni,dog,Yes,night owl,Yes +LEC004,,Engineering: Biomedical,53715,41.385063,2.173404,pepperoni,dog,Yes,no preference,No +LEC004,18,Communication arts,53715,22.543097,114.057861,mushroom,cat,Yes,early bird,Yes +LEC001,22,Engineering: Mechanical,53703,47.497913,19.040236,pepperoni,dog,No,no preference,No +LEC005,19,Computer Science,54706,34.05,-118.24,sausage,cat,Yes,night owl,Yes +LEC005,18,Engineering: Biomedical,53706,46.818188,8.227512,pineapple,dog,Yes,no preference,Yes +LEC004,19,Engineering: Mechanical,53715,42.36,-71.058884,pepperoni,dog,Yes,no preference,Yes +LEC005,21,Data Science,53703,36.4,117,pineapple,dog,Yes,night owl,Yes +LEC005,19,Engineering: Mechanical,53704,35.6762,139.6503,sausage,dog,No,night owl,Maybe +LEC004,20,Economics,53703,44.885,-93.147,pepperoni,dog,No,early bird,Yes +LEC004,20,Health Promotion and Health Equity,53704,48.8566,2.349014,pepperoni,dog,No,night owl,Yes +LEC004,19,Engineering: Mechanical,53715,43.073051,-89.40123,sausage,dog,Yes,no preference,Yes +LEC001,20,Business andministration,53703,37.389091,-5.984459,pineapple,dog,Yes,night owl,Maybe +LEC003,23,Mathematics/AMEP,53715,24.88,102.8,pineapple,dog,Yes,early bird,Yes +LEC002,20,Engineering: Industrial,53703,44.389,12.9908,sausage,dog,No,early bird,Maybe +LEC005,20,Education,53703,41.878113,-87.629799,basil/spinach,cat,Yes,early bird,No +LEC003,19,Science: Biology/Life,53703,41.38,2.17,pepperoni,dog,Yes,no preference,Maybe +LEC006,18,Pre-business,53706,41.8781,87.6298,pepperoni,dog,Yes,night owl,Yes +LEC004,20,Business: Finance,53706,41.10475,-80.64916,basil/spinach,dog,Yes,night owl,Yes +LEC004,20,Statistics,53703,42.360081,-71.058884,pepperoni,dog,No,night owl,Yes +LEC003,18,Engineering: Mechanical,53706,24.5554,81.7842,pepperoni,dog,No,early bird,Maybe +LEC004,19,Data Science,53703,38.72,75.07,none (just cheese),dog,Yes,early bird,Yes +LEC006,20,Engineering: Mechanical,53705,30.572815,104.066803,mushroom,cat,Yes,no preference,Maybe +LEC003,20,Mathematics/AMEP,53726,43.07199,-89.42629,mushroom,dog,No,night owl,Yes +LEC004,20,Engineering: Mechanical,53705,48,7.85,pepperoni,dog,Yes,night owl,No +LEC001,20,Computer Science,53703,40.7128,74.006,pepperoni,dog,Yes,night owl,Maybe +LEC003,18,Business: Actuarial,53719,14.599512,120.984222,pineapple,cat,Yes,no preference,Maybe +LEC003,17,Computer Science,53715,37.38522,-122.114128,Other,dog,No,night owl,No +LEC003,18,Computer Science,53706,37.386051,-122.083855,sausage,dog,Yes,no preference,Maybe +LEC004,23,Business: Finance,53703,31.230391,121.473701,mushroom,neither,No,night owl,No +LEC004,21,Engineering: Industrial,53703,37.94048,-78.63664,Other,dog,Yes,night owl,Yes +LEC002,21,Mathematics/AMEP,53715,42.360081,-71.058884,mushroom,neither,Yes,early bird,Yes +LEC002,18,Engineering: Industrial,53715,40.712776,-74.005974,pineapple,dog,Yes,night owl,Yes +LEC001,22,Engineering: Mechanical,53726,36.97447,122.02899,pepperoni,dog,No,no preference,Yes +LEC005,,Mathematics/AMEP,53715,36.651199,117.120094,mushroom,neither,No,night owl,Yes +LEC005,18,Mathematics/AMEP,53706,46.482525,30.723309,basil/spinach,dog,No,early bird,Yes +LEC006,20,Engineering: Industrial,53703,42.102901,-88.368896,pepperoni,dog,No,night owl,Maybe +LEC006,18,Computer Science,53706,-31.959153,-244.161255,green pepper,dog,No,night owl,Yes +LEC002,24,Computer Science,53715,30.704852,104.003904,mushroom,neither,Yes,no preference,Maybe +LEC005,19,Engineering: Mechanical,53705,40.712776,-74.005974,pepperoni,dog,No,early bird,No +LEC004,22,Science: Biology/Life,53705,39.758161,39.758161,pepperoni,cat,No,early bird,Yes +LEC005,20,Statistics,53703,43.073051,-89.40123,sausage,dog,Yes,night owl,Yes +LEC001,19,Data Science,53703,41,87,sausage,dog,No,no preference,No +LEC004,20,Engineering: Mechanical,53726,58.2996,14.4444,sausage,cat,No,night owl,Maybe +LEC005,18,Engineering: Mechanical,53562,1.3521,103.8198,green pepper,cat,No,early bird,Maybe +LEC002,19,Engineering: Mechanical,53703,44.46534,-72.684303,green pepper,cat,Yes,night owl,Yes +LEC002,20,Engineering: Industrial,53726,43.038902,-87.906471,pepperoni,dog,No,night owl,Yes +LEC006,18,Business: Actuarial,53706,45.464203,9.189982,pepperoni,cat,Yes,night owl,Yes +LEC006,18,Computer Science,53715,30.58198,114.268066,sausage,cat,Yes,early bird,Maybe +LEC004,19,Business: Finance,53706,41.878113,-87.629799,pepperoni,dog,No,early bird,No +LEC005,18,Business: Finance,53706,40.416775,-3.70379,pepperoni,dog,Yes,early bird,No +LEC001,20,Science: Other|Environmental Science,53715,41.878113,-87.629799,green pepper,cat,No,early bird,No +LEC002,22,Computer Science,53715,42,-71,mushroom,cat,No,night owl,Maybe +LEC001,24,Economics,53703,40,-90,pineapple,dog,No,night owl,Yes +LEC006,19,Business: Information Systems,53715,40.712776,-74.005974,basil/spinach,dog,No,night owl,Yes +LEC002,19,Data Science,53703,33.4942,89.4959,sausage,dog,No,night owl,Maybe +LEC003,20,Engineering: Mechanical,53715,43.02833,-87.971467,pepperoni,neither,Yes,night owl,Maybe +LEC001,,Data Science,53706,40.416775,-3.70379,none (just cheese),dog,Yes,no preference,Yes +LEC003,19,Engineering: Mechanical,53715,43.07,-89.4,pepperoni,dog,No,no preference,Maybe +LEC006,18,Data Science,53706,46.683334,7.85,mushroom,dog,Yes,no preference,No +LEC003,19,Engineering: Biomedical,53703,31.046051,34.851612,Other,dog,No,night owl,Maybe +LEC003,18,Data Science,53705,31.23,121.47,mushroom,dog,Yes,night owl,Maybe +LEC005,19,Engineering: Mechanical,53703,42.00741,-87.69384,mushroom,dog,No,night owl,Yes +LEC001,37,Data Science,53718,43.073051,-89.40123,green pepper,dog,No,no preference,Maybe +LEC003,20,History,53703,31.62,74.8765,Other,cat,Yes,early bird,No +LEC002,20,Economics,53703,38.627003,-90.199402,mushroom,dog,Yes,night owl,Yes +LEC005,20,Engineering: Mechanical,53703,40,-74,none (just cheese),dog,Yes,early bird,No +LEC005,18,Data Science,53706,23.7275,37.9838,pepperoni,dog,Yes,early bird,Yes +LEC004,20,Mathematics/AMEP,53703,34.746613,113.625328,sausage,neither,Yes,early bird,Maybe +LEC001,21,Data Science,53703,30.572351,121.776761,pepperoni,cat,No,night owl,Maybe +LEC005,,Data Science,53715,35.72,-78.89,pepperoni,dog,No,night owl,Yes +LEC005,20,Information science,53590,44.92556,-89.51539,pepperoni,dog,No,night owl,Yes +LEC002,22,Mathematics/AMEP,53704,40.76078,-111.891045,pineapple,dog,Yes,night owl,No +LEC001,22,consumer behavior and marketplace studies,53715,43.653225,-79.383186,mushroom,cat,Yes,night owl,No +LEC004,22,Computer Science,53703,10.315699,123.885437,sausage,dog,Yes,early bird,No +LEC002,20,Conservation Biology,53703,40.16573,-105.101189,pineapple,dog,No,night owl,Yes +LEC005,20,Computer Science,53726,39.4817,106.0384,Other,neither,Yes,early bird,Yes +LEC005,19,Mathematics/AMEP,53715,48.85,2.35,sausage,cat,No,night owl,Maybe +LEC005,19,Data Science,53706,30.572815,104.066803,mushroom,neither,No,early bird,Yes +LEC004,24,Business: Information Systems,53703,37.566536,126.977966,tater tots,dog,No,early bird,No +LEC004,19,Economics,53703,52.877491,-118.08239,pepperoni,dog,No,night owl,Yes +LEC004,21,Computer Science,53703,28.538336,-81.379234,pepperoni,dog,No,night owl,Yes +LEC006,18,Data Science,53706,41.4,-81.9,sausage,dog,Yes,night owl,Maybe +LEC002,21,Science: Biology/Life,53703,43.038902,-87.906471,none (just cheese),neither,No,no preference,Yes +LEC004,21,Data Science,53703,3.86,-54.2,macaroni/pasta,dog,No,early bird,No +LEC004,19,Engineering: Mechanical,53715,39.952583,-75.165222,macaroni/pasta,dog,Yes,no preference,Yes +LEC004,20,Science: Other,53715,21.3099,157.8581,pineapple,dog,No,early bird,Yes +LEC005,21,Data Science,48823,11.451419,19.81,mushroom,neither,No,night owl,Maybe +LEC001,20,Computer Science,53715,41,-87,Other,dog,No,night owl,Yes +LEC005,21,Data Science,53705,42.3601,71.0589,pepperoni,dog,Yes,no preference,Yes +LEC005,19,Computer Science,53706,48.856613,2.352222,pepperoni,dog,Yes,night owl,Maybe +LEC001,17,Statistics,53715,43.0722,89.4008,pineapple,dog,No,early bird,Maybe +LEC001,20,Economics,53715,27.99942,120.66682,pepperoni,dog,Yes,early bird,No +LEC001,19,Mathematics/AMEP,53711,45.85038,-84.616989,pineapple,cat,No,night owl,Yes +LEC004,20,Computer Science,53711,40.842358,111.749992,pineapple,cat,No,night owl,Maybe +LEC003,18,Engineering: Mechanical,53706,39.738449,-104.984848,pepperoni,dog,No,early bird,Yes +LEC003,21,Statistics,53705,41.878113,-87.629799,macaroni/pasta,dog,No,night owl,Yes +LEC006,19,Engineering: Industrial,60540,41.878113,-87.629799,none (just cheese),dog,No,night owl,No +LEC004,19,Engineering: Mechanical,53703,40.6263,14.3758,mushroom,dog,No,early bird,No +LEC004,22,Engineering: Other|Chemical Engineering,53703,48.13913,11.58022,macaroni/pasta,dog,Yes,night owl,Yes +LEC004,21,Economics (Mathematical Emphasis),53703,52.520008,13.404954,pepperoni,dog,No,night owl,No +LEC004,25,Science: Other|Biophysics PhD,53705,30.21161,-97.80999,pineapple,dog,No,night owl,Yes +LEC003,19,Computer Science,53716,25.49443,-103.59581,pepperoni,cat,No,no preference,Yes +LEC003,19,Data Science,53706,64.963051,-19.020836,pineapple,dog,No,no preference,No +LEC006,19,Computer Science,53706,41.878113,-87.629799,pepperoni,cat,No,night owl,Maybe +LEC001,23,Economics,53703,43.07348,-89.38089,pepperoni,dog,No,night owl,Yes +LEC001,29,Business: Other|Technology Strategy/ Product Management,53705,37.386051,-122.083855,Other,cat,No,no preference,Maybe +LEC002,,Engineering: Mechanical,53706,14.34836,100.576271,pepperoni,neither,No,no preference,Maybe +LEC004,20,Undecided,53715,37.566536,126.977966,none (just cheese),neither,No,night owl,Yes +LEC006,19,Engineering: Mechanical,53703,27.993828,120.699364,sausage,neither,No,no preference,Yes +LEC002,,Computer Science,53705,25.032969,121.565414,pineapple,dog,No,night owl,Yes +LEC005,20,Mathematics/AMEP,53703,32.060253,118.796875,pineapple,cat,Yes,night owl,Maybe +LEC003,,Business: Other,53706,50.07553,14.4378,pepperoni,dog,Yes,night owl,Maybe +LEC006,21,Data Science,57303,32.715736,-117.161087,macaroni/pasta,cat,Yes,no preference,Yes +LEC006,18,Engineering: Mechanical,53706,45.5579,94.1632,sausage,dog,No,night owl,Yes +LEC001,18,Engineering: Biomedical,53715,43.073051,-89.40123,sausage,dog,No,early bird,Yes +LEC005,19,Engineering: Mechanical,53706,38.571739,-109.550797,pepperoni,cat,No,night owl,Yes +LEC003,18,Engineering: Mechanical,53706,41.902782,12.496365,pepperoni,dog,Yes,night owl,No +LEC002,21,Data Science,53711,120,30,sausage,dog,Yes,night owl,Maybe +LEC004,18,Engineering: Biomedical,53706,40.014984,-105.270546,green pepper,dog,No,night owl,Yes +LEC004,20,Engineering: Mechanical,53715,53.2779,6.1058,sausage,dog,Yes,no preference,Yes +LEC003,17,Science: Physics,53706,50.088153,14.399437,Other,cat,No,night owl,Yes +LEC002,19,Engineering: Industrial,53705,35.084385,-106.650421,pineapple,cat,No,night owl,Yes +LEC003,20,Engineering: Mechanical,53703,44.501343,-88.06221,pepperoni,dog,No,night owl,Yes +LEC003,18,Engineering: Mechanical,53703,45.659302,-92.466164,macaroni/pasta,dog,No,no preference,Maybe +LEC003,19,Data Science,53703,16.896721,42.5536,none (just cheese),neither,No,early bird,Maybe +LEC001,18,Data Science,53703,23.885942,45.079163,mushroom,neither,No,early bird,Maybe +LEC006,19,Engineering: Mechanical,53703,55.953251,-3.188267,mushroom,cat,Yes,night owl,Yes +LEC001,30,Business: Other,53705,43.07175,-89.46498,pineapple,cat,No,early bird,No +LEC006,18,Political Science,53706,39.640263,-106.374191,green pepper,dog,No,early bird,No +LEC005,23,Business: Information Systems,53705,27.99,120.69,green pepper,dog,No,night owl,No +LEC003,18,Graphic Design,53706,40.713051,-74.007233,Other,dog,Yes,early bird,Yes +LEC002,21,Economics,53715,37.369171,-122.112473,mushroom,dog,No,night owl,No +LEC005,18,Computer Science,53706,21.3099,157.8581,pepperoni,cat,No,night owl,Yes +LEC002,19,Business: Other|Marketing,53706,59.913868,10.752245,macaroni/pasta,dog,No,night owl,Maybe +LEC003,20,Cartography and GIS,53726,43.0722,89.4008,sausage,cat,No,early bird,Maybe +LEC005,21,Economics,53705,25.032969,120.960518,sausage,dog,Yes,night owl,Maybe +LEC005,19,Engineering: Industrial,53703,42.03992,87.67732,sausage,dog,Yes,night owl,Yes +LEC003,,Computer Science,53706,35.443081,139.362488,sausage,dog,Yes,night owl,Yes +LEC002,22,Sociology,53703,53.483959,-2.244644,pepperoni,dog,No,night owl,Yes +LEC002,18,Undecided,53706,43.073051,-89.40123,pineapple,dog,Yes,night owl,Yes +LEC004,19,Engineering: Biomedical,53706,-37.81,144.96,sausage,dog,Yes,night owl,Yes +LEC005,21,Mathematics/AMEP,53703,22.542883,114.062996,pepperoni,cat,No,no preference,Maybe +LEC002,20,Statistics,53715,23,113,pineapple,dog,No,night owl,Maybe +LEC001,20,Business: Other|Consumer Behavior and Marketplace Studies,53703,40.76078,-111.891045,green pepper,dog,Yes,early bird,Maybe +LEC001,21,Data Science,53705,40.712776,-74.005974,pepperoni,cat,No,night owl,Maybe +LEC002,19,Engineering: Mechanical,53703,26.345631,-81.779083,pepperoni,dog,Yes,night owl,Yes +LEC004,19,Engineering: Mechanical,53715,40.62632,14.37574,pepperoni,dog,No,no preference,Maybe +LEC003,18,Engineering: Other,53706,40.73061,-73.9808,mushroom,dog,No,night owl,No +LEC006,18,Atmospheric Sciences,53706,39.74,-104.99,sausage,dog,Yes,night owl,Maybe +LEC002,20,Data Science,53703,43.073051,-89.40123,macaroni/pasta,dog,Yes,early bird,Yes +LEC006,18,Engineering: Mechanical,53706,32.7157,117.1611,pineapple,dog,Yes,night owl,Yes +LEC004,18,Computer Science,53706,51.507351,-0.127758,green pepper,dog,No,night owl,Yes +LEC004,19,Education,53715,32.715736,-117.161087,pepperoni,dog,No,night owl,Yes +LEC004,26,Languages,53703,50.11,8.68,sausage,dog,No,no preference,Yes +LEC005,21,Economics (Mathematical Emphasis),53715,55.676098,12.568337,pepperoni,cat,No,night owl,Maybe +LEC004,53,Mathematics/AMEP,53555,47.6,-122.3,mushroom,dog,No,night owl,Yes +LEC004,17,Computer Science,53706,43.073051,-89.40123,Other,dog,No,night owl,Yes +LEC006,18,Engineering Mechanics (Aerospace Engineering),53706,43.038902,-87.906471,pepperoni,cat,No,night owl,No +LEC002,20,Engineering: Mechanical,53715,23.7157,117.1611,none (just cheese),cat,Yes,night owl,Maybe +LEC002,22,Science: Other|Psychology,53703,37.82034,-122.47872,mushroom,dog,No,early bird,No +LEC002,22,Computer Science,53705,34.052235,-118.243683,basil/spinach,dog,No,night owl,Yes +LEC004,26,Science: Biology/Life,53715,33.962425,-83.378622,pineapple,neither,Yes,no preference,Yes +LEC002,18,Economics,53715,41.878113,-87.629799,basil/spinach,cat,No,night owl,Maybe +LEC004,24,Engineering: Other|Civil and Environmental Engineering,53703,47.5,19.04,pepperoni,dog,Yes,early bird,Maybe +LEC004,19,Engineering: Biomedical,53711,40.712776,74.005974,pineapple,dog,No,early bird,No +LEC001,19,Engineering: Mechanical,53715,43,-90,sausage,dog,No,no preference,Maybe +LEC006,18,Data Science,94707,37.566536,126.977966,pineapple,dog,Yes,night owl,Yes +LEC006,20,Undecided,53719,62.2001,58.9638,Other,cat,Yes,night owl,Maybe +LEC002,18,Engineering: Mechanical,53706,44.977753,-93.265015,none (just cheese),cat,Yes,night owl,Yes +LEC001,20,Business: Information Systems,53711,34.385204,132.455292,pepperoni,dog,No,early bird,Yes +LEC005,19,Engineering: Biomedical,53703,41.8781,87.6298,macaroni/pasta,dog,No,night owl,No +LEC002,19,Engineering: Biomedical,53703,37.98381,23.727539,macaroni/pasta,dog,No,night owl,Maybe +LEC005,18,Data Science,53706,40,74,pepperoni,dog,No,no preference,Yes +LEC002,19,Engineering: Mechanical,53711,41.95881,-85.32536,Other,dog,No,no preference,No +LEC005,18,Data Science,53706,32.715736,-117.161087,sausage,dog,No,night owl,Maybe +LEC002,18,Undecided,53706,43.060791,-88.119217,Other,neither,No,early bird,Yes +LEC004,21,Science: Other,53715,27.963989,-82.799957,pineapple,dog,No,night owl,Yes +LEC006,18,Data Science,53706,1.352083,103.819839,sausage,dog,No,night owl,Yes +LEC005,19,Data Science,53703,-33.92487,18.424055,none (just cheese),dog,No,night owl,Yes +LEC001,22,International Studies,53703,48.13913,11.58022,none (just cheese),cat,No,night owl,Yes +LEC001,19,Engineering: Other,53715,38.331581,-75.086159,macaroni/pasta,dog,No,no preference,Yes +LEC002,19,Business: Information Systems,53715,44.5,-88,pepperoni,dog,No,night owl,Yes +LEC002,19,Data Science,53705,21.59143,-158.01743,Other,dog,Yes,night owl,Yes +LEC002,,Business: Finance,53593,45.813042,9.080931,Other,dog,No,early bird,Yes +LEC003,21,Business: Information Systems,53703,43.612255,-110.705429,sausage,dog,Yes,no preference,No +LEC001,21,Data Science,53703,41.00824,28.978359,pepperoni,cat,Yes,early bird,No +LEC002,18,Engineering: Biomedical,53706,17.385044,78.486671,green pepper,dog,No,night owl,Yes +LEC006,21,Political Science,53703,45.512,-122.658,sausage,dog,No,night owl,Yes +LEC003,18,Engineering: Mechanical,53706,41.902782,12.496365,pepperoni,dog,No,early bird,Maybe +LEC005,19,Engineering: Mechanical,53703,-36.848461,174.763336,none (just cheese),dog,Yes,no preference,No +LEC002,,Data Science,53713,30.316496,78.032188,mushroom,cat,Yes,night owl,Yes +LEC002,,Business: Information Systems,53703,35.689487,139.691711,sausage,dog,Yes,night owl,Maybe +LEC005,18,Data Science,53706,52.520008,13.404954,pineapple,dog,Yes,early bird,No +LEC005,19,Computer Science,53706,41.3784,2.1686,sausage,cat,No,no preference,Yes +LEC003,20,Engineering: Mechanical,53715,41.878113,-87.629799,Other,cat,No,night owl,Yes +LEC004,20,Computer Science,53703,43.073051,-89.40123,none (just cheese),cat,Yes,night owl,Yes +LEC006,23,Data Science,53703,17.05423,-96.713226,basil/spinach,dog,No,night owl,Maybe +LEC001,19,Engineering: Mechanical,53706,43.77195,-88.43383,pepperoni,dog,No,early bird,Maybe +LEC001,20,Economics,53726,42.92,-87.96,pepperoni,dog,Yes,early bird,No +LEC001,19,Engineering: Mechanical,53715,29.424122,-98.493629,mushroom,dog,Yes,early bird,Maybe +LEC004,18,Computer Science,53706,30.267153,-97.743057,pepperoni,dog,No,night owl,Yes +LEC005,,Computer Science,53715,44.9778,93.265,sausage,cat,Yes,night owl,Yes +LEC003,19,Science: Other,53715,41.9028,12.4964,pepperoni,dog,No,night owl,Yes +LEC004,19,Data Science,53715,61.2176,149.8997,pineapple,cat,Yes,night owl,Maybe +LEC001,20,Agricultural and Applied Economics,53703,-22.932924,-47.073845,pineapple,cat,Yes,early bird,Maybe +LEC003,18,Computer Science,53706,52.370216,4.895168,basil/spinach,cat,No,night owl,Maybe +LEC003,19,Engineering: Industrial,53703,5.838715,3.603516,pepperoni,dog,Yes,early bird,No +LEC005,19,Engineering: Mechanical,53715,48.502281,-113.988533,sausage,dog,No,night owl,Yes +LEC004,41,Languages,53705,29.654839,91.140549,pepperoni,cat,No,night owl,Yes +LEC002,21,Business: Other|MHR,53703,44,125,Other,neither,No,night owl,Maybe +LEC005,24,Business: Other,53703,43.073051,-89.40123,pineapple,dog,No,night owl,Yes +LEC002,18,Undecided,53706,46.786671,-92.100487,none (just cheese),cat,No,no preference,Yes +LEC004,18,Engineering: Biomedical,53705,35.689487,139.691711,basil/spinach,dog,No,night owl,Yes +LEC001,25,Medicine,53703,48.38203,-123.537827,basil/spinach,dog,Yes,early bird,No +LEC004,19,Science: Biology/Life,53705,46.009991,-91.482094,pineapple,dog,No,early bird,No +LEC005,21,Science: Other|Personal Finance,53703,28.228209,112.938812,pepperoni,cat,Yes,night owl,Yes +LEC004,18,Data Science,53706,35.689487,139.691711,pepperoni,dog,No,night owl,Maybe +LEC006,21,Mathematics/AMEP,53703,41.878113,-87.629799,pineapple,cat,Yes,night owl,Maybe +LEC005,18,Environmental science,53706,31.224361,121.46917,mushroom,dog,No,night owl,Yes +LEC005,18,Engineering: Industrial,53706,40.712776,-74.005974,pepperoni,dog,Yes,night owl,Yes +LEC001,20,Business: Other|Real Estate,53703,51.5,0.128,mushroom,dog,Yes,no preference,Maybe +LEC001,19,Computer Science,53706,40,-74,pepperoni,cat,No,night owl,Yes +LEC003,19,Engineering: Mechanical,53715,44,-94,pineapple,dog,No,early bird,No +LEC001,19,Data Science,53715,40.712776,-74.005974,pepperoni,dog,No,early bird,No +LEC005,18,Engineering: Industrial,53703,41.385063,2.173404,pepperoni,dog,Yes,no preference,Yes +LEC002,20,Engineering: Industrial,53715,22.3,91.8,sausage,cat,Yes,early bird,Maybe +LEC001,24,Engineering: Industrial,53705,13.100485,77.594009,none (just cheese),dog,Yes,no preference,Maybe +LEC004,19,Statistics,53706,36.778259,-119.417931,pineapple,cat,No,night owl,Yes +LEC005,21,Economics,53703,40.016869,-105.279617,pepperoni,cat,Yes,night owl,Yes +LEC003,19,Economics (Mathematical Emphasis),53705,31.230391,121.473701,sausage,neither,Yes,no preference,Maybe +LEC003,19,Business: Finance,53706,22.270979,113.576675,pepperoni,dog,Yes,night owl,Yes +LEC003,21,Computer Science,53705,43.073051,-89.40123,green pepper,cat,No,no preference,Maybe +LEC001,28,Science: Biology/Life,53703,7.190708,125.455338,sausage,dog,No,night owl,Yes +LEC004,18,Statistics,53703,60.472023,8.468946,none (just cheese),dog,No,early bird,No +LEC002,19,Computer Science,53715,41.73993,-88.09423,mushroom,cat,Yes,no preference,Yes +LEC002,21,Economics,53703,26.074301,119.296539,mushroom,cat,No,no preference,Maybe +LEC002,20,Engineering: Industrial,53715,2.188477,41.379179,sausage,dog,No,night owl,Yes +LEC003,21,Science: Other|Environmental Science,53703,20.8,-156.3,basil/spinach,cat,No,early bird,Maybe +LEC006,18,Engineering: Mechanical,53706,25.204849,55.270782,pepperoni,dog,No,night owl,Yes +LEC002,18,Data Science,53706,42.360081,-71.058884,sausage,dog,Yes,night owl,Yes +LEC004,23,Engineering: Mechanical,53703,38.82097,-104.78163,sausage,dog,No,night owl,No +LEC001,19,Engineering: Industrial,53715,47.606209,-122.332069,pepperoni,cat,No,night owl,No +LEC006,19,Sociology,53703,43.05977,-87.88491,basil/spinach,dog,No,night owl,Maybe +LEC005,19,Engineering: Mechanical,53711,38.8951,-77.0364,pepperoni,dog,Yes,night owl,No +LEC005,19,Engineering: Mechanical,53703,41.881832,87.6298,pepperoni,dog,No,no preference,Yes +LEC002,20,Engineering: Mechanical,53703,46.453825,7.436478,pineapple,dog,Yes,night owl,Yes +LEC002,20,Economics,53703,30.49996,117.050003,Other,dog,No,early bird,Maybe +LEC004,21,Science: Other|Psychology,53715,23.12911,113.264381,none (just cheese),cat,No,night owl,Maybe +LEC002,18,Science: Biology/Life,53706,40.7831,73.9712,basil/spinach,dog,Yes,night owl,Yes +LEC002,,Business: Information Systems,53706,18.52043,73.856743,green pepper,dog,No,night owl,Yes +LEC002,,Computer Science,53706,29.424122,-98.493629,none (just cheese),dog,No,no preference,Yes +LEC002,20,Engineering: Mechanical,53703,41.05995,-80.32312,basil/spinach,dog,Yes,night owl,Maybe +LEC006,19,Statistics,53715,3.139003,101.686852,mushroom,cat,No,no preference,Maybe +LEC005,18,Data Science,53706,52.370216,4.895168,basil/spinach,dog,No,night owl,Yes +LEC006,19,Engineering: Industrial,53706,41.878113,-87.629799,pepperoni,dog,No,no preference,Maybe +LEC006,18,Business: Information Systems,53706,25.032969,121.565414,mushroom,dog,Yes,night owl,Yes +LEC001,17,Computer Science,53726,21.027763,105.83416,pepperoni,dog,No,early bird,Yes +LEC001,20,Business: Information Systems,53711,45.046799,-87.298149,sausage,cat,No,night owl,Yes +LEC005,25,Engineering: Other,53705,32.7157,-117.1611,mushroom,dog,No,no preference,Yes +LEC004,18,Engineering: Industrial,53706,19.896767,-155.582779,pepperoni,dog,Yes,night owl,Maybe +LEC005,18,Computer Science,53706,1.28217,103.865196,sausage,dog,No,night owl,Yes +LEC003,18,Engineering: Mechanical,53706,44.977753,-93.265015,pepperoni,dog,No,night owl,Yes +LEC004,20,Engineering: Mechanical,53715,23,90,green pepper,cat,No,no preference,Yes +LEC005,20,Data Science,53703,45.259546,-84.938476,mushroom,dog,Yes,night owl,Yes +LEC002,21,Science: Other,53703,41.878113,-87.629799,pineapple,dog,Yes,early bird,No +LEC004,19,Information science,53703,40.712776,-74.005974,pineapple,cat,Yes,early bird,Maybe +LEC001,19,Engineering: Mechanical,53715,64.126518,-21.817438,pepperoni,dog,No,night owl,Yes +LEC003,,Business: Other,53706,42.360081,-71.058884,sausage,cat,Yes,night owl,No +LEC002,31,Geoscience,53703,-41.126621,-73.059303,pepperoni,cat,No,night owl,Yes +LEC003,18,Engineering: Biomedical,53706,45.17099,-87.16494,Other,dog,No,night owl,Maybe +LEC002,18,Engineering: Mechanical,53706,37.774929,-122.419418,Other,dog,Yes,no preference,Yes +LEC004,,Computer Science,53715,39.70698,-86.0862,mushroom,cat,No,night owl,Yes +LEC005,20,Science: Biology/Life,53703,44.276402,-88.26989,macaroni/pasta,cat,No,no preference,Maybe +LEC002,19,Science: Biology/Life,53703,51.492519,-0.25852,sausage,dog,Yes,no preference,Yes +LEC002,19,Data Science,53703,37.6,14.0154,none (just cheese),dog,No,night owl,Yes +LEC002,20,Engineering: Industrial,53715,46.685631,7.8562,Other,cat,No,night owl,Maybe +LEC002,22,Economics,53706,41.385063,2.173404,pineapple,cat,No,night owl,Maybe +LEC004,21,Engineering: Industrial,53703,41.878113,-87.629799,pepperoni,neither,Yes,early bird,No +LEC004,19,Engineering: Mechanical,53703,51.507351,-0.127758,none (just cheese),neither,No,no preference,Maybe +LEC006,18,Engineering: Mechanical,53706,41.077747,1.131593,sausage,dog,No,no preference,Maybe +LEC006,18,Engineering: Mechanical,53706,43.526,5.445,basil/spinach,dog,Yes,no preference,Yes +LEC003,22,Economics,53715,43.073051,-89.40123,pepperoni,dog,Yes,early bird,Yes +LEC005,18,Engineering: Industrial,53706,43.085369,-88.912086,sausage,dog,No,night owl,Maybe +LEC002,19,Statistics,53703,43.769562,11.255814,basil/spinach,dog,No,no preference,Yes +LEC001,20,Computer Science,53715,20.880947,-156.681862,sausage,dog,No,night owl,Yes +LEC003,19,Mathematics/AMEP,53703,64.963051,-19.020836,basil/spinach,dog,No,no preference,Yes +LEC005,18,Undecided,53706,43.073929,-89.385239,sausage,dog,Yes,early bird,Yes +LEC003,18,Business: Information Systems,53706,25.204849,55.270782,none (just cheese),dog,No,night owl,No +LEC003,21,Economics,53703,39.904,116.407,pepperoni,cat,No,night owl,No +LEC004,18,Engineering: Mechanical,53706,39.739235,-104.99025,pepperoni,cat,Yes,no preference,Maybe +LEC004,21,Science: Biology/Life,53726,43,89,pepperoni,dog,Yes,night owl,Yes +LEC003,19,Data Science,53715,43.073051,-89.40123,none (just cheese),dog,No,early bird,Maybe +LEC002,19,Business: Other|accounting,53703,43.38,-87.9,sausage,neither,No,night owl,Yes +LEC002,18,Science: Biology/Life,53706,40.122,25.4988,sausage,dog,No,early bird,No +LEC005,20,Engineering: Mechanical,53715,39.904202,116.407394,sausage,dog,No,night owl,Yes +LEC001,19,Engineering: Mechanical,53703,-37.813629,144.963058,sausage,dog,Yes,night owl,Yes +LEC005,21,Economics,53715,46.81,-71.21,pepperoni,cat,No,night owl,Yes +LEC004,19,Engineering: Mechanical,53715,52.370216,4.895168,mushroom,dog,Yes,night owl,Yes +LEC001,21,Mathematics/AMEP,53703,34.29006,108.932941,basil/spinach,dog,No,early bird,Yes +LEC005,21,Engineering: Mechanical,53726,43.804801,-91.226075,pepperoni,dog,Yes,night owl,Yes +LEC002,18,Data Science,53703,32.715736,-117.161087,none (just cheese),cat,Yes,night owl,Maybe +LEC004,18,Engineering: Mechanical,53706,20.92674,-156.69386,pepperoni,dog,No,night owl,Maybe +LEC003,18,Data Science,53706,47.606209,-122.332069,pepperoni,dog,No,early bird,Yes +LEC005,21,Computer Science,53703,43.07515,-89.3958,sausage,neither,Yes,night owl,Yes +LEC001,19,Engineering: Mechanical,53562,43.096851,-89.511528,sausage,dog,No,night owl,No +LEC003,19,Engineering: Mechanical,53715,20.924325,-156.690102,sausage,cat,Yes,night owl,No +LEC005,20,Data Science,53703,25.0838,77.3212,pepperoni,dog,No,night owl,Maybe +LEC003,21,Business: Actuarial,53715,43.073051,-89.40123,pineapple,cat,Yes,night owl,Yes +LEC001,,Computer Science,53715,31.469279,119.765621,pepperoni,dog,No,night owl,Maybe +LEC005,19,Engineering: Mechanical,53715,43.769562,11.255814,basil/spinach,neither,No,early bird,No +LEC001,21,Science: Chemistry,53715,38.892059,-77.019913,pepperoni,neither,No,night owl,Yes +LEC002,19,Business: Finance,53715,42.360081,-71.058884,mushroom,dog,Yes,night owl,Yes +LEC001,18,Data Science,53703,24.713552,46.675297,none (just cheese),neither,No,night owl,Yes +LEC003,19,Business: Actuarial,53715,60.391262,5.322054,pepperoni,dog,No,early bird,No +LEC003,19,Data Science,53715,23.697809,120.960518,pepperoni,cat,No,night owl,Yes +LEC003,18,Data Science,53706,40.712776,74.005974,pineapple,dog,Yes,early bird,No +LEC004,19,Engineering: Mechanical,53703,45.126887,-94.528067,sausage,dog,No,night owl,Maybe +LEC002,21,Science: Biology/Life,53715,48.208176,16.373819,Other,dog,Yes,night owl,No +LEC006,18,Engineering: Mechanical,53706,44.0628,-121.30451,pepperoni,dog,No,night owl,Yes +LEC003,21,Statistics,53703,31.230391,121.473701,pineapple,cat,Yes,night owl,Yes +LEC005,21,Economics,53703,47.62772,-122.51368,macaroni/pasta,cat,No,no preference,No +LEC003,19,Engineering: Mechanical,53715,65.68204,-18.090534,sausage,cat,No,no preference,No +LEC004,21,Economics,53715,48.856613,2.352222,basil/spinach,dog,Yes,night owl,No +LEC001,18,Engineering: Biomedical,53706,33.501324,-111.925278,pineapple,dog,Yes,early bird,No +LEC005,18,Data Science,53706,14.77046,-91.183189,mushroom,cat,No,night owl,Maybe +LEC002,18,Engineering: Industrial,53706,10.480594,-66.903603,mushroom,neither,No,night owl,Maybe +LEC004,21,Engineering: Mechanical,53715,48.856613,2.352222,mushroom,cat,Yes,night owl,Yes +LEC001,19,Science: Biology/Life,53706,20.788602,-156.003662,green pepper,dog,Yes,no preference,No +LEC006,18,Data Science,53706,36.59239,-121.86875,pepperoni,cat,No,night owl,Maybe +LEC002,,Engineering: Industrial,53705,47.6,-122.33,sausage,dog,No,early bird,No +LEC001,18,Engineering: Mechanical,53703,23.885942,45.079163,Other,cat,No,night owl,Maybe +LEC002,18,Engineering: Industrial,53532,47.606209,-122.332069,mushroom,dog,No,night owl,Maybe +LEC002,17,Engineering: Biomedical,53706,39.5755,-106.100403,pepperoni,dog,Yes,night owl,Maybe +LEC002,20,Data Science,53711,39.904202,116.407394,pepperoni,dog,No,night owl,Yes +LEC001,19,Engineering: Industrial,53705,41.878113,-87.629799,tater tots,cat,No,night owl,No +LEC004,19,Political Science,53703,55.679626,12.581921,pepperoni,dog,Yes,no preference,Maybe +LEC005,18,Computer Science,53715,28.538336,-81.379234,pepperoni,dog,No,night owl,Maybe +LEC004,29,Engineering: Mechanical,53704,50.064651,19.944981,sausage,dog,No,early bird,Maybe +LEC005,18,Engineering: Other,53706,41.385063,2.173404,mushroom,cat,No,night owl,Yes +LEC001,19,Engineering: Mechanical,53703,44.977753,-93.265015,Other,cat,Yes,early bird,No +LEC001,32,Design Studies,53705,48.856613,2.352222,mushroom,dog,No,early bird,Yes +LEC002,20,Engineering: Mechanical,53703,41.28347,-70.099449,pepperoni,dog,Yes,night owl,Yes +LEC003,19,Engineering: Industrial,53715,41.73849,-71.30418,pepperoni,dog,No,night owl,Yes +LEC001,18,Data Science,53706,43.073051,-89.40123,sausage,dog,No,early bird,Yes +LEC001,19,Computer Science,53715,31.230391,121.473701,pineapple,cat,No,night owl,Yes +LEC001,19,Data Science,53703,37.9838,23.7275,sausage,dog,Yes,no preference,Yes +LEC005,20,Engineering: Biomedical,53703,47.497913,19.040236,Other,cat,Yes,night owl,No +LEC004,18,Economics,53711,13.756331,100.501762,Other,dog,No,night owl,Maybe +LEC002,18,Data Science,53706,3.864255,73.388672,pepperoni,dog,Yes,night owl,Maybe +LEC006,18,Engineering: Mechanical,53706,32.715736,-117.161087,macaroni/pasta,dog,Yes,night owl,Yes +LEC001,19,Business: Actuarial,53715,18.32431,64.941612,pepperoni,dog,No,no preference,Yes +LEC001,22,Psychology,53711,43.055333,-89.425946,pineapple,dog,Yes,early bird,No +LEC003,18,Computer Science,53706,40.744678,-73.758072,mushroom,cat,No,night owl,Maybe +LEC006,18,Data Science,53715,38.9784,76.4922,mushroom,cat,No,early bird,Yes +LEC004,20,Science: Other,53726,55.675758,12.56902,none (just cheese),cat,Yes,night owl,Yes +LEC001,20,Science: Biology/Life,53715,40.713051,-74.007233,pineapple,cat,No,night owl,Maybe +LEC004,18,Engineering: Industrial,53706,51.507351,-0.127758,pepperoni,dog,Yes,no preference,No +LEC004,25,Computer Science,53703,38.736946,-9.142685,pepperoni,dog,No,night owl,Yes +LEC002,18,Computer Science,53706,22.543097,114.057861,pepperoni,cat,No,no preference,Yes +LEC004,25,Science: Chemistry,53703,37.566536,126.977966,Other,cat,Yes,night owl,Maybe +LEC002,19,Engineering: Mechanical,53715,26.338,-81.775,pepperoni,dog,Yes,no preference,Maybe +LEC005,19,Engineering: Mechanical,53715,33.448376,-112.074036,pepperoni,neither,Yes,early bird,No +LEC005,19,Engineering: Mechanical,53703,43.073051,-89.40123,pepperoni,cat,No,no preference,Yes +LEC001,19,Engineering: Mechanical,53705,26.647661,106.63015,mushroom,cat,No,night owl,No +LEC003,18,Undecided,53706,43.2967,87.9876,pepperoni,dog,No,night owl,No +LEC005,19,Science: Physics,53703,78.225,15.626,sausage,cat,No,early bird,No +LEC002,,Science: Other|Environmetal Science,53703,52.973558,-9.425102,none (just cheese),dog,Yes,night owl,Maybe +LEC006,19,Economics (Mathematical Emphasis),53715,37.774929,-122.419418,sausage,cat,Yes,night owl,Yes +LEC002,20,Business: Finance,53703,40.7128,74.006,pineapple,dog,No,night owl,Yes +LEC001,21,Science: Biology/Life,53703,44.794,-93.148,pepperoni,dog,No,night owl,No +LEC002,19,Engineering: Mechanical,53706,36.17,-115.14,pepperoni,cat,No,night owl,Maybe +LEC001,18,Engineering: Biomedical,53706,21.161907,-86.851524,none (just cheese),dog,No,early bird,Maybe +LEC001,18,Computer Science,53715,48.856613,2.352222,pineapple,neither,Yes,no preference,No +LEC004,19,Engineering: Mechanical,53715,48.137,11.576,green pepper,dog,No,early bird,No +LEC001,20,Engineering: Biomedical,53703,43.07393,-89.38524,sausage,dog,No,night owl,Maybe +LEC002,18,Science: Other,53706,35.6762,139.6503,Other,dog,No,no preference,Yes +LEC004,19,Computer Science,53703,41.902782,12.496365,none (just cheese),neither,Yes,night owl,No +LEC001,20,Science: Other|Atmospheric and Oceanic Sciences (AOS),53711,49.299171,19.94902,pepperoni,dog,No,night owl,Maybe +LEC002,18,Data Science,53706,41.380898,2.12282,pepperoni,dog,No,night owl,Maybe +LEC006,18,Data Science,53706,48.257919,4.03073,mushroom,cat,Yes,early bird,No +LEC005,19,Engineering: Mechanical,53715,35.0844,106.6504,pineapple,dog,Yes,early bird,Yes +LEC002,23,Economics,53703,121,5,pepperoni,neither,No,no preference,Maybe +LEC004,18,Business: Actuarial,53706,21.306944,-157.858337,pineapple,dog,Yes,night owl,Maybe +LEC005,18,Economics,53706,43,-87.9,pepperoni,dog,Yes,early bird,Maybe +LEC005,23,Business: Other|Business Analytics,53703,31.230391,121.473701,pineapple,cat,Yes,night owl,Maybe +LEC002,22,Psychology,53703,25.032969,121.565414,mushroom,dog,No,no preference,Yes +LEC005,18,Computer Science,53706,43.0722,89.4008,sausage,cat,No,night owl,Yes +LEC006,18,Data Science,53706,52.370216,4.895168,mushroom,dog,Yes,night owl,Maybe +LEC004,20,Data Science,53703,35.726212,-83.491226,pepperoni,cat,No,early bird,Yes +LEC001,18,Computer Science,53703,27,153,mushroom,cat,No,early bird,Yes +LEC005,18,Data Science,53706,56.117017,-3.879547,pineapple,dog,Yes,night owl,Yes +LEC001,20,Engineering: Biomedical,53715,45.983964,9.262161,sausage,dog,No,night owl,No +LEC005,21,Psychology,53703,43.038902,-87.906471,macaroni/pasta,dog,Yes,night owl,Yes +LEC002,18,Engineering: Mechanical,53706,41.38879,2.15084,sausage,dog,Yes,no preference,Maybe +LEC003,18,Data Science,53706,47.48,-122.28,basil/spinach,dog,No,no preference,Maybe +LEC004,21,Data Science,53703,34.746613,113.625328,green pepper,neither,Yes,no preference,No +LEC005,21,Data Science,53703,38.240946,-85.757571,pepperoni,dog,No,no preference,Yes +LEC005,19,Engineering: Mechanical,53703,43.07291,-89.39439,sausage,dog,No,night owl,Maybe +LEC005,19,Engineering: Mechanical,53715,56.373482,-3.84306,none (just cheese),dog,No,early bird,Yes +LEC005,19,Data Science,53703,41.381717,2.177925,pepperoni,dog,Yes,night owl,Yes +LEC005,19,Engineering: Mechanical,53714,43.089199,87.8876,pepperoni,dog,No,night owl,Yes +LEC005,19,Engineering: Other,53590,38.4,11.2,pepperoni,dog,Yes,early bird,No +LEC005,19,Engineering: Mechanical,53715,25.761681,-80.191788,pepperoni,dog,Yes,night owl,No +LEC005,19,Engineering: Mechanical,53703,44.5133,88.0133,mushroom,dog,Yes,night owl,Maybe +LEC002,,Computer Science,53706,41.8781,87.6298,pepperoni,dog,No,night owl,Maybe +LEC005,19,Business: Finance,53703,38.98378,-77.20871,none (just cheese),dog,Yes,night owl,Yes +LEC005,18,Business: Finance,53703,22.9068,43.1729,pepperoni,dog,No,night owl,Yes +LEC005,19,Engineering: Mechanical,53715,43.073051,-89.40123,pepperoni,dog,No,early bird,No +LEC004,23,Economics,53703,43.083321,-89.372475,mushroom,dog,Yes,early bird,No +LEC002,17,Business: Actuarial,53715,34.746613,113.625328,sausage,neither,Yes,night owl,Maybe +LEC005,18,Engineering: Biomedical,53715,46.58276,7.08058,pepperoni,dog,No,early bird,No +LEC001,20,Statistics,53715,39.904202,116.407394,mushroom,dog,Yes,early bird,No +LEC002,18,Computer Science,53706,35.96691,-75.627823,sausage,dog,No,early bird,Yes +LEC005,21,Mathematics/AMEP,53703,13.756331,100.501762,pepperoni,dog,No,night owl,Yes +LEC005,20,Engineering: Biomedical,53715,28.538336,-81.379234,sausage,cat,No,night owl,Maybe +LEC002,19,Engineering: Mechanical,53703,44.822783,-93.370743,sausage,dog,Yes,early bird,No +LEC005,19,Engineering: Mechanical,53715,42.15,-87.96,pepperoni,dog,No,night owl,Yes +LEC005,20,Journalism,53715,41.3874,2.1686,basil/spinach,dog,Yes,early bird,Maybe +LEC001,19,Engineering: Mechanical,53703,42.864552,-88.333199,pepperoni,dog,No,early bird,Maybe +LEC005,17,Data Science,53706,40.7128,74.006,macaroni/pasta,dog,No,night owl,Yes +LEC005,19,Science: Other|Politcal Science,53703,41.878113,-87.629799,pepperoni,dog,Yes,night owl,No +LEC002,20,Business: Finance,53703,40.7831,73.9712,sausage,dog,Yes,night owl,No +LEC004,20,Data Science,53703,43,87.9,none (just cheese),dog,No,night owl,Yes +LEC001,18,Data Science,53706,38.900497,-77.007507,pineapple,dog,No,night owl,Maybe +LEC005,18,Engineering: Industrial,53706,45.440845,12.315515,sausage,dog,No,night owl,Maybe +LEC002,19,Data Science,53715,25.73403,-80.24697,pepperoni,dog,Yes,night owl,Yes +LEC005,18,Political Science,53706,42.360081,-71.058884,macaroni/pasta,dog,Yes,night owl,Yes +LEC002,20,Economics,53703,41.878113,-87.629799,pepperoni,dog,Yes,no preference,Maybe +LEC004,18,Engineering: Mechanical,55088,48.135124,11.581981,pepperoni,dog,Yes,no preference,No +LEC002,23,Business: Information Systems,53703,37.566536,126.977966,sausage,dog,No,night owl,Maybe +LEC005,17,Data Science,53703,49.2827,123.1207,sausage,dog,Yes,night owl,Yes +LEC005,,Statistics,53726,40.712776,-74.005974,Other,dog,Yes,no preference,Yes +LEC001,18,Science: Biology/Life,53706,48.856613,2.352222,pepperoni,cat,Yes,early bird,No +LEC005,32,Communication Sciences and Disorder,53705,37.566536,126.977966,pineapple,dog,Yes,no preference,Yes +LEC001,18,Data Science,53706,41.878113,-87.629799,macaroni/pasta,dog,No,night owl,Yes +LEC002,17,Business: Information Systems,53706,-6.17511,106.865036,sausage,neither,No,no preference,Maybe +LEC002,25,Science: Other|Geoscience,53711,46.947975,7.447447,mushroom,cat,No,no preference,Yes +LEC002,20,Economics,53703,46.7867,92.1005,macaroni/pasta,neither,Yes,early bird,No +LEC002,21,Business: Other|Marketing,53703,20.878332,-156.682495,basil/spinach,dog,No,night owl,Yes +LEC001,19,Statistics,53703,52.370216,4.895168,sausage,dog,No,night owl,Maybe +LEC005,20,Engineering: Biomedical,53711,35.689487,139.691711,basil/spinach,dog,No,night owl,Yes +LEC005,22,Science: Other|Atmospheric and oceanic science,53703,26.1224,80.1373,pepperoni,dog,No,early bird,No +LEC001,18,Engineering: Mechanical,53726,21.306944,-157.858337,sausage,dog,No,night owl,Yes +LEC005,21,Business: Finance,53703,43.11339,-89.37726,sausage,dog,No,night owl,Yes +LEC001,,Business: Other,53703,22.396427,114.109497,Other,dog,No,early bird,Maybe +LEC004,19,Science: Biology/Life,53706,41.2,96,pepperoni,cat,No,early bird,No +LEC004,18,Engineering: Industrial,53706,49.74609,7.4609,pepperoni,cat,No,early bird,Yes +LEC004,20,Science: Other|Environmental Science,53715,43,-89,mushroom,dog,Yes,night owl,Maybe +LEC001,18,Business: Finance,53706,39.7392,104.9903,pepperoni,dog,No,early bird,No +LEC002,,Computer Science,53706,41.67566,-86.28645,pineapple,cat,No,no preference,Maybe +LEC002,18,Business: Other,53706,33.88509,-118.409714,green pepper,dog,Yes,night owl,No +LEC001,20,Engineering: Biomedical,53711,41.8781,87.6298,pepperoni,dog,No,night owl,Yes +LEC002,20,Data Science,53715,10.97285,106.477707,mushroom,dog,No,no preference,Maybe +LEC002,20,Computer Science,53703,36.16156,-75.752441,pepperoni,dog,Yes,no preference,Yes +LEC002,20,Business: Other|Marketing,53703,35.689487,139.691711,pepperoni,dog,Yes,night owl,Yes +LEC002,18,Engineering: Other|Engineering Mechanics,53706,35.689487,139.691711,mushroom,cat,No,night owl,Maybe +LEC002,21,Economics (Mathematical Emphasis),53703,46.25872,-91.745583,sausage,dog,Yes,no preference,Yes +LEC002,19,Mathematics,53703,39.904202,116.407394,tater tots,cat,No,night owl,Yes +LEC002,18,Data Science,53703,40.706067,-74.030063,pepperoni,dog,No,night owl,Yes +LEC002,19,Pre-Business,53703,39.60502,-106.51641,pepperoni,dog,Yes,early bird,No +LEC002,20,Mathematics/AMEP,53703,35.106766,-106.629181,green pepper,cat,No,night owl,Yes +LEC003,20,Science: Physics,53715,64.963051,-19.020836,mushroom,dog,No,night owl,Yes +LEC002,20,Business: Finance,53703,31.298973,120.585289,pineapple,cat,Yes,night owl,No +LEC002,18,Economics,53706,48.856613,2.352222,basil/spinach,dog,No,night owl,Maybe +LEC001,21,Data Science,53703,40.712776,-74.005974,sausage,dog,No,night owl,Yes +LEC002,19,Engineering: Industrial,53715,45.914,-89.255,sausage,dog,Yes,early bird,Yes +LEC002,19,Computer Science,53703,20,110,pineapple,cat,No,night owl,Maybe +LEC002,19,Engineering: Mechanical,53726,41.878113,-87.629799,basil/spinach,dog,No,early bird,Yes +LEC005,19,Computer Science,53715,48.8566,2.3522,sausage,dog,No,night owl,Maybe +LEC002,19,Industrial Engineering,53703,48.856613,2.352222,basil/spinach,dog,No,early bird,Yes +LEC002,18,Data Science,53706,43.073051,-89.40123,pepperoni,dog,Yes,night owl,Yes +LEC002,20,Statistics,53703,31.224361,121.46917,mushroom,dog,No,no preference,Maybe +LEC002,18,Computer Science,53706,35.689487,139.691711,green pepper,dog,No,night owl,Yes +LEC002,18,Computer Science,53706,25.03841,121.563698,pineapple,dog,No,night owl,Yes +LEC002,19,Engineering: Mechanical,53715,43.06827,-89.40263,sausage,dog,No,night owl,No +LEC002,18,Engineering: Mechanical,53703,43,89.4,pepperoni,cat,No,no preference,Maybe +LEC002,,Mechanical Engineering,53703,41.8781,87.6298,Other,dog,Yes,night owl,Yes +LEC002,26,Science: Other,57075,42.76093,-89.9589,Other,dog,Yes,early bird,No +LEC002,21,Science: Other|Environmental science,53714,47.606209,-122.332069,pepperoni,dog,Yes,early bird,Yes +LEC002,18,Data Science,53706,35.69,139.69,pineapple,cat,No,night owl,Yes +LEC002,18,Computer Science,53706,42.807091,-86.01886,none (just cheese),cat,Yes,early bird,Yes +LEC002,19,Engineering: Mechanical,53703,45.892099,8.997803,green pepper,dog,No,night owl,Yes +LEC002,20,Computer Science,53715,40.755645,-74.034119,sausage,dog,Yes,night owl,Yes +LEC001,18,Engineering: Mechanical,53066,43.073051,-89.40123,pepperoni,dog,No,night owl,Yes +LEC002,18,Data Science,53706,21.306944,-157.858337,pineapple,dog,No,night owl,No +LEC002,18,Engineering: Industrial,53706,32.0853,34.781769,pepperoni,dog,No,night owl,Maybe +LEC002,19,Engineering: Mechanical,53703,46.786671,-92.100487,sausage,dog,No,early bird,No +LEC002,19,Engineering: Mechanical,53715,42.590519,-88.435287,pepperoni,dog,No,early bird,No +LEC002,23,Data Science,53703,37,127,pineapple,dog,No,night owl,Yes +LEC002,20,Data Science,53703,43.06875,-89.39434,pepperoni,dog,Yes,no preference,Maybe +LEC002,20,Engineering: Mechanical,53703,41.499321,-81.694359,pepperoni,dog,Yes,night owl,Maybe +LEC002,21,Economics,53703,38.969021,-0.18516,sausage,dog,Yes,no preference,No +LEC002,20,Economics,53703,50.85,4.35,pepperoni,dog,No,no preference,Yes +LEC002,19,Data Science,53715,36.39619,10.61412,none (just cheese),cat,No,no preference,Yes +LEC002,20,Engineering: Mechanical,53711,43.073051,-89.40123,green pepper,dog,Yes,night owl,No +LEC002,30,Life Sciences Communication,53562,52.399448,0.25979,basil/spinach,cat,Yes,night owl,Yes +LEC002,20,Business: Finance,53703,41.878,-87.629799,pepperoni,dog,No,no preference,Yes +LEC002,18,Computer Science,53706,31.2304,121.4737,pepperoni,cat,No,night owl,Maybe +LEC005,22,Economics,53711,48.135124,11.581981,pepperoni,cat,Yes,no preference,Yes +LEC002,19,Engineering: Mechanical,53711,51.5,0.1276,pepperoni,dog,No,night owl,No +LEC001,18,Computer Science,53703,31.298973,120.585289,pineapple,neither,No,night owl,No +LEC001,19,Computer Science,53703,37,-97,macaroni/pasta,cat,No,no preference,Maybe +LEC002,19,International Studies,53703,8.25115,34.588348,none (just cheese),dog,Yes,early bird,Maybe +LEC001,19,Engineering: Mechanical,53703,43.038902,-87.906471,pineapple,cat,No,night owl,Yes +LEC001,19,Science: Other|Atmospheric and Oceanic Sciences,53703,48.856613,2.352222,pepperoni,dog,Yes,night owl,Yes +LEC004,20,Data Science,53703,41.878113,-87.629799,green pepper,dog,No,early bird,Yes +LEC004,18,Undecided,53706,39.3823,87.2971,sausage,dog,Yes,early bird,No +LEC004,21,Data Science,53703,31.230391,121.473701,mushroom,cat,No,night owl,Maybe +LEC001,18,Data Science,53706,32.776474,-79.931053,none (just cheese),dog,No,early bird,Yes +LEC006,18,Science: Physics,53706,43.073051,-89.40123,sausage,dog,No,night owl,Yes +LEC001,19,Economics,53703,35.689487,139.691711,pineapple,dog,Yes,night owl,Yes +LEC004,18,Data Science,53715,50.8,-1.085,Other,dog,No,night owl,Maybe +LEC002,21,Languages,53703,37.389091,-5.984459,mushroom,cat,No,early bird,No +LEC001,19,Rehabilitation Psychology,53706,36.204823,138.25293,pineapple,cat,No,no preference,Maybe +LEC006,18,Data Science,53705,37.5741,122.3794,pepperoni,dog,Yes,night owl,Yes +LEC004,18,Undecided,53706,26.452,-81.9481,pepperoni,dog,Yes,night owl,Yes +LEC002,19,Business: Actuarial,53703,37.774929,-122.419418,pineapple,dog,No,early bird,No +LEC005,18,Undecided,53706,55.676098,12.568337,pepperoni,dog,Yes,night owl,No +LEC001,19,Engineering: Mechanical,53703,43.073051,-89.40123,pepperoni,dog,Yes,night owl,Yes +LEC002,18,Statistics,53706,40.713051,-74.007233,none (just cheese),dog,No,night owl,Maybe +LEC003,21,Languages,53511,39.952583,-75.165222,pepperoni,dog,No,night owl,Yes +LEC002,18,Computer Science,53706,12.523579,-70.03355,pineapple,dog,No,night owl,Yes +LEC004,,Engineering: Biomedical,53715,41.878113,-87.629799,pepperoni,dog,Yes,night owl,No +LEC001,,Data Science,53701,40.37336,88.231483,pepperoni,dog,Yes,night owl,No +LEC001,19,Data Science,53703,51.5072,0.1276,pepperoni,dog,Yes,no preference,No +LEC002,18,Data Science,53706,47.987289,0.22367,none (just cheese),dog,Yes,night owl,Maybe +LEC002,19,Business: Actuarial,53715,45.17963,-87.150009,sausage,dog,Yes,no preference,No +LEC005,21,Science: Biology/Life,53703,21.23556,-86.73142,pepperoni,dog,Yes,night owl,Yes +LEC004,18,Engineering: Industrial,53706,43.073051,-89.40123,sausage,dog,No,night owl,Yes +LEC001,21,Science: Biology/Life,53715,41.878113,-87.629799,green pepper,cat,No,night owl,Yes +LEC001,20,Engineering: Biomedical,53703,48.8566,2.3522,mushroom,cat,Yes,night owl,Maybe +LEC005,19,Engineering: Mechanical,53703,49.28273,-123.120735,basil/spinach,dog,No,night owl,Yes +LEC001,19,Data Science,53706,37.23082,-107.59529,basil/spinach,dog,No,no preference,Maybe +LEC001,19,Business: Finance,53703,26.20047,127.728577,mushroom,dog,No,night owl,Maybe +LEC006,18,Statistics,53706,32.060253,118.796875,pineapple,cat,Yes,early bird,Maybe +LEC002,20,Business: Information Systems,53706,52.520008,13.404954,none (just cheese),dog,No,early bird,Yes +LEC006,18,Undecided,53706,43.038902,-87.906471,sausage,dog,No,night owl,Yes +LEC002,20,Accounting,53703,32.79649,-117.192123,mushroom,dog,No,no preference,Yes +LEC006,19,Statistics,53715,21.315603,-157.858093,pepperoni,cat,No,night owl,No +LEC004,20,Science: Biology/Life,53706,13.756331,100.501762,pineapple,neither,No,night owl,Yes +LEC004,20,Business: Other,53715,42.818878,-89.494115,pepperoni,dog,No,night owl,Yes +LEC001,19,Engineering: Mechanical,53703,44.9778,93.265,pepperoni,dog,Yes,night owl,Maybe +LEC004,18,Engineering: Industrial,53706,41.3874,2.1686,none (just cheese),dog,No,night owl,Maybe +LEC001,37,Engineering: Other|Civil- Intelligent Transportation System,53705,23.810331,90.412521,pineapple,neither,Yes,early bird,Yes +LEC001,19,Science: Physics,53703,42.696842,-89.026932,sausage,cat,No,night owl,Yes +LEC006,19,Data Science,53715,53.266479,-9.052602,macaroni/pasta,dog,No,no preference,Yes +LEC001,19,Data Science,53703,45.19356,-87.118767,pepperoni,dog,Yes,early bird,Maybe +LEC005,18,Engineering: Industrial,53715,21.306944,-157.858337,none (just cheese),dog,Yes,night owl,Maybe +LEC004,19,Computer Science,53703,40.678177,-73.94416,Other,cat,No,night owl,Maybe +LEC005,18,Science: Biology/Life,53706,44.513317,-88.013298,pepperoni,dog,Yes,night owl,No +LEC001,19,Engineering: Mechanical,53703,40.712776,-74.005974,none (just cheese),dog,Yes,early bird,Maybe +LEC002,22,Economics,53703,37.6,127,pineapple,neither,Yes,night owl,Maybe +LEC004,20,Engineering: Industrial,53703,39.359772,-111.584167,pepperoni,dog,Yes,early bird,Maybe +LEC001,19,Data Science,53706,31.298973,120.585289,mushroom,cat,No,night owl,Yes +LEC001,20,Computer Science,53715,43.073051,-89.40123,none (just cheese),dog,No,night owl,Maybe +LEC001,25,Data Science,53703,37.566536,126.977966,pineapple,dog,Yes,night owl,No +LEC005,19,Data Science,53706,36.169941,-115.139832,pepperoni,dog,Yes,night owl,Yes +LEC001,19,Engineering: Mechanical,53703,44.834209,87.376266,sausage,dog,Yes,no preference,Yes +LEC005,20,Engineering: Mechanical,53703,43.17854,-89.163391,sausage,dog,Yes,night owl,Maybe +LEC004,19,Engineering: Industrial,53703,41.93101,-87.64987,pepperoni,neither,No,early bird,No +LEC003,19,Engineering: Industrial,53703,11.89,-85,pepperoni,dog,Yes,night owl,Maybe +LEC003,19,Engineering: Mechanical,53715,33.873417,-115.900993,pepperoni,dog,No,early bird,No +LEC001,22,Economics,53703,42.360081,-71.058884,pepperoni,dog,No,no preference,Maybe +LEC001,18,Data Science,53706,34.04018,-118.48849,pepperoni,dog,Yes,night owl,Yes +LEC002,42069,Data Science,53704,43,-89,none (just cheese),neither,No,no preference,No +LEC004,20,Business: Finance,53715,38.71049,-75.07657,sausage,dog,No,early bird,No +LEC004,21,Engineering: Mechanical,53715,43.073051,-89.40123,Other,dog,Yes,early bird,No +LEC004,18,Engineering: Industrial,53706,44.261799,-88.407249,sausage,dog,Yes,night owl,No +LEC004,26,Science: Other|Animal and Dairy Science,53705,53.270668,-9.05679,pepperoni,dog,No,early bird,Yes +LEC005,20,Data Science,53715,43.355099,11.02956,sausage,dog,No,early bird,Maybe +LEC003,19,Engineering: Mechanical,53715,45.40857,-91.73542,sausage,dog,Yes,no preference,No +LEC004,22,Engineering: Mechanical,53726,55.864239,-4.251806,pepperoni,dog,Yes,night owl,Yes +LEC001,18,Engineering: Mechanical,53706,50.808712,-0.1604,pepperoni,dog,Yes,night owl,Maybe +LEC004,19,Engineering: Mechanical,53703,13.35433,103.77549,none (just cheese),dog,No,no preference,Maybe +LEC005,24,Mathematics/AMEP,53705,40.7,-74,pineapple,cat,No,early bird,Maybe +LEC001,19,Interior Architecture,53532,27.683536,-82.736092,mushroom,cat,Yes,no preference,Yes +LEC001,19,Science: Chemistry,53715,40.7,-74,sausage,dog,No,night owl,Maybe +LEC001,20,Engineering: Biomedical,53703,-33.86882,151.20929,pepperoni,dog,No,no preference,Maybe +LEC001,20,Engineering: Industrial,53715,26.614149,-81.825768,pepperoni,dog,No,night owl,No +LEC001,19,Engineering: Biomedical,53706,45.440845,12.315515,none (just cheese),dog,Yes,night owl,Yes +LEC001,19,Data Science,53726,43.0766,89.4125,none (just cheese),cat,No,night owl,No +LEC001,20,Engineering: Biomedical,53711,33.684566,-117.826508,pineapple,dog,Yes,early bird,Maybe +LEC001,21,Statistics,26617,22.396427,114.109497,pineapple,dog,Yes,night owl,Maybe +LEC001,18,Data Science,53706,-33.86882,151.20929,pepperoni,dog,Yes,night owl,No +LEC001,21,Economics,53703,1.53897,103.58007,pineapple,neither,Yes,night owl,Yes +LEC001,18,Data Science,53558,41.877541,-88.066727,mushroom,dog,No,night owl,Maybe +LEC001,17,Computer Science,53703,25.204849,55.270782,pepperoni,dog,Yes,night owl,Yes +LEC001,19,Engineering: Mechanical,53715,19.7,-155,pineapple,dog,Yes,early bird,Yes +LEC001,19,Data Science,53703,41.878113,-87.629799,none (just cheese),cat,Yes,night owl,Yes +LEC001,18,Science: Biology/Life,53715,39.904202,116.407394,basil/spinach,dog,Yes,night owl,Maybe +LEC001,20,Science: Physics,53711,43.038902,-87.906471,pepperoni,dog,No,no preference,Yes +LEC001,18,Engineering: Mechanical,53706,41.902782,12.496366,pepperoni,neither,Yes,night owl,Yes +LEC001,18,Data Science,53706,47.60323,-122.330276,Other,dog,No,night owl,Yes +LEC001,19,Economics,53706,40.7,74,none (just cheese),dog,Yes,night owl,Yes +LEC001,19,Business: Finance,53703,34.052235,-118.243683,mushroom,dog,Yes,early bird,Maybe +LEC001,20,Science: Other|Atmospheric & Oceanic Sciences,53711,40.412776,-74.005974,pepperoni,neither,No,early bird,Yes +LEC001,19,Computer Science,53706,37.774929,-122.419418,none (just cheese),cat,No,early bird,Yes +LEC001,20,Engineering: Mechanical,53703,44.78441,-93.17308,pepperoni,dog,Yes,no preference,Yes +LEC001,22,Engineering: Other,53726,39.48214,-106.048691,pineapple,cat,No,no preference,Maybe +LEC001,21,Computer Science,53703,33.68,-117.82,basil/spinach,cat,No,early bird,No +LEC001,17,Computer Science,53706,25.204849,55.270782,pepperoni,neither,Yes,no preference,Maybe +LEC001,18,Engineering: Industrial,53706,41.917519,-87.694771,basil/spinach,dog,Yes,night owl,Yes +LEC001,18,Engineering: Biomedical,53706,42.361145,-71.057083,macaroni/pasta,dog,No,night owl,Yes +LEC001,,Engineering: Biomedical,53703,43.073929,-89.385239,basil/spinach,dog,No,early bird,No +LEC001,18,Economics,53706,30.20241,120.226822,Other,neither,Yes,early bird,No +LEC001,20,Engineering: Biomedical,53703,41.198496,0.773436,pepperoni,dog,No,night owl,Yes +LEC001,19,Engineering: Mechanical,53703,39.739235,-104.99025,pepperoni,dog,Yes,no preference,Maybe +LEC001,20,Science: Chemistry,53703,32.16761,120.012444,pepperoni,neither,No,night owl,Maybe +LEC001,19,Data Science,53703,43.0722,89.4008,pineapple,dog,Yes,night owl,Yes +LEC001,18,Science: Biology/Life,53715,41.878113,-87.629799,sausage,dog,Yes,early bird,No +LEC004,,Business: Information Systems,53715,42.360081,-71.058884,Other,dog,No,no preference,Maybe +LEC001,21,Engineering: Biomedical,53703,44.513317,-88.013298,pepperoni,dog,No,night owl,No +LEC001,20,Data Science,53132,43.073051,-89.40123,Other,cat,No,night owl,Maybe +LEC001,18,Business: Actuarial,53706,48.856613,2.352222,sausage,dog,No,no preference,Maybe +LEC001,20,Political Science,53715,48.135124,11.581981,sausage,cat,Yes,night owl,Yes +LEC001,19,Engineering: Industrial,53703,41,-74,sausage,dog,Yes,no preference,No +LEC001,20,Psychology,53703,43.083321,-89.372475,Other,neither,No,night owl,Yes +LEC001,18,Computer Science and Statistics,53706,36.162663,-86.781601,mushroom,dog,Yes,early bird,Maybe +LEC001,19,Engineering: Mechanical,53703,25.88,-80.16,pepperoni,dog,No,night owl,Yes +LEC001,18,Computer Science,53703,46.947975,7.447447,sausage,cat,Yes,night owl,No +LEC001,19,Business: Information Systems,53703,41.17555,73.64731,pepperoni,dog,No,night owl,Maybe +LEC001,20,Political Science,53703,45.018269,-93.473892,sausage,dog,No,night owl,Maybe +LEC001,,Business analytics,53705,45.50169,-73.567253,pineapple,cat,No,no preference,No +LEC001,21,Science: Biology/Life,53726,32.060253,118.796875,mushroom,cat,No,night owl,No +LEC001,19,Engineering: Mechanical,53706,35.806,-78.68483,none (just cheese),dog,No,night owl,Yes +LEC005,20,Data Science,53726,31.230391,121.473701,none (just cheese),dog,Yes,no preference,Maybe +LEC005,18,Engineering: Mechanical,53706,41.878113,-87.629799,Other,cat,No,night owl,Maybe +LEC004,18,Statistics,53706,27.35741,-82.615471,none (just cheese),dog,Yes,early bird,No +LEC002,20,Business: Finance,53715,35.726212,-83.491226,pepperoni,dog,Yes,no preference,Yes +LEC002,18,Undecided,53706,43.769562,11.255814,pepperoni,dog,No,night owl,Yes +LEC004,19,Business: Actuarial,53703,43.040433,-87.897423,sausage,cat,No,night owl,No +LEC004,19,Engineering: Mechanical,5,25.034281,-77.396278,sausage,dog,Yes,no preference,Yes +LEC001,,Engineering: Mechanical,53706,34.052235,-118.243683,Other,dog,Yes,night owl,Yes +LEC003,18,Engineering: Industrial,53706,20.798363,-156.331924,none (just cheese),dog,Yes,early bird,No +LEC002,19,Engineering: Biomedical,53703,51.1784,115.5708,pineapple,dog,Yes,night owl,No +LEC005,19,Statistics,53703,43.05367,-88.44062,pepperoni,dog,Yes,night owl,No +LEC004,18,Engineering: Industrial,53706,36.110168,-97.058571,none (just cheese),dog,No,early bird,Maybe +LEC004,21,Computer Science,53703,43.07016,-89.39386,mushroom,cat,Yes,early bird,No +LEC005,19,Data Science,53726,43.073051,-89.40123,pepperoni,dog,No,early bird,Yes +LEC004,18,Data Science,53706,41.878113,-87.629799,macaroni/pasta,dog,Yes,early bird,Maybe +LEC001,20,Business: Finance,53726,43.073051,-89.40123,pepperoni,dog,No,night owl,Maybe +LEC001,18,Data Science,53706,43.038902,-87.906471,pineapple,dog,No,night owl,Maybe +LEC001,24,Engineering: Other,53718,46.77954,-90.78511,pineapple,dog,Yes,night owl,No +LEC001,18,Statistics,53706,22.57,88.36,pineapple,dog,Yes,night owl,Maybe +LEC004,20,Computer Science,53715,35.016956,-224.24911,pepperoni,dog,No,night owl,Yes +LEC001,20,Science: Biology/Life,53715,47.606209,-122.332069,none (just cheese),dog,Yes,night owl,Maybe +LEC004,18,Engineering: Industrial,53706,21.28482,-157.83245,pineapple,dog,No,night owl,Yes +LEC001,20,Engineering: Biomedical,53715,40.63,14.6,none (just cheese),dog,No,early bird,Maybe +LEC004,20,Legal Studies,53703,20.798363,-156.331924,green pepper,dog,No,early bird,No +LEC002,18,Computer Science,53706,32.060253,118.796875,sausage,dog,Yes,early bird,Maybe +LEC002,18,Journalism,53706,31,103,none (just cheese),cat,No,night owl,Yes +LEC004,,Computer Science,53706,147,32.5,pineapple,cat,No,early bird,Maybe +LEC004,18,Engineering: Biomedical,53701,43.038902,-87.906471,pepperoni,dog,No,night owl,No +LEC004,18,Engineering: Mechanical,20815,39.640259,-106.370872,sausage,dog,No,night owl,No +LEC004,19,Engineering: Mechanical,53715,41,12,pepperoni,dog,No,no preference,Maybe +LEC004,20,Journalism: Strategic Comm./Advertising,53703,43.073051,-89.40123,Other,dog,Yes,night owl,Yes +LEC004,,Engineering: Mechanical,53715,43,-87.9,pepperoni,cat,Yes,early bird,Maybe +LEC004,19,Engineering: Biomedical,53706,32.715736,117.161087,pepperoni,dog,Yes,no preference,Yes +LEC004,18,Data Science,53706,43.073051,-89.40123,pepperoni,dog,No,night owl,Yes +LEC004,18,History,53706,42.19381,-73.362877,none (just cheese),cat,Yes,night owl,Yes +LEC002,19,Engineering: Mechanical,53703,39.290386,-76.61219,mushroom,dog,No,no preference,No +LEC002,19,Engineering: Mechanical,53726,40.416775,-3.70379,macaroni/pasta,dog,No,early bird,Maybe +LEC005,19,Engineering: Mechanical,53726,46.870899,-89.313789,sausage,dog,Yes,night owl,Maybe +LEC004,19,Science: Biology/Life,53151,41.878113,-87.629799,sausage,dog,No,night owl,Yes +LEC005,18,Data Science,53711,35.1796,129.0756,pepperoni,cat,Yes,night owl,Yes +LEC004,18,Data Science,53706,37.568291,126.99778,pepperoni,dog,No,no preference,Maybe +LEC005,17,Statistics,53706,31.23,121.47,sausage,cat,No,night owl,Maybe +LEC003,19,Undecided,53715,43.041069,-87.909416,mushroom,dog,No,no preference,Maybe +LEC005,19,Economics,53703,47.606209,-122.332069,pineapple,neither,No,no preference,Maybe +LEC005,21,Science: Biology/Life,53726,40.76078,-111.891045,mushroom,dog,No,no preference,Yes +LEC003,19,Engineering: Mechanical,53706,43,-88.27,Other,dog,No,night owl,Yes +LEC003,20,Business: Other|Accounting,53726,43,-89,pepperoni,dog,Yes,early bird,Yes +LEC005,18,Engineering: Other,53706,64.147209,-21.9424,pepperoni,dog,No,night owl,Yes +LEC003,18,Data Science,53562,42.66544,21.165319,pepperoni,dog,No,night owl,Yes +LEC005,22,Data Science,53711,39.738449,-104.984848,none (just cheese),dog,No,night owl,Yes +LEC003,18,Engineering: Mechanical,53706,33.748997,-84.387985,mushroom,dog,No,night owl,Yes +LEC004,19,Engineering: Mechanical,53717,41.2224,86.413,Other,dog,Yes,early bird,Maybe +LEC003,19,Business: Actuarial,53706,39.299236,-76.609383,pineapple,dog,Yes,night owl,No +LEC001,,Engineering: Mechanical,53703,32.776665,-96.796989,sausage,dog,No,night owl,Maybe +LEC004,19,Engineering: Biomedical,53703,41.878113,-87.629799,pepperoni,dog,Yes,no preference,Yes +LEC004,26,Master of Public Affairs,53715,48.118145,-123.43074,basil/spinach,dog,Yes,early bird,Yes +LEC004,19,Engineering: Mechanical,53703,-12.12168,-45.013481,basil/spinach,dog,No,night owl,Yes +LEC004,18,Data Science,53706,31.230391,121.473701,sausage,cat,No,night owl,No +LEC005,21,Engineering: Industrial,53715,1.352083,103.819839,none (just cheese),neither,No,night owl,Yes +LEC004,19,Engineering: Mechanical,53703,40.712776,-74.005974,sausage,dog,No,early bird,No +LEC004,19,Engineering: Mechanical,53715,37.98381,23.727539,basil/spinach,dog,Yes,early bird,No +LEC005,20,Business: Actuarial,53703,45.003288,-90.329788,sausage,dog,No,early bird,Maybe +LEC005,20,Engineering: Mechanical,53703,43.073051,-89.40123,pepperoni,dog,Yes,early bird,No +LEC001,21,Economics,53703,41.902782,12.496365,basil/spinach,dog,No,no preference,No +LEC004,18,Engineering: Biomedical,53706,45.4894,93.2476,mushroom,cat,No,night owl,No +LEC005,19,Data Science,53703,43.2708,89.7221,sausage,dog,Yes,night owl,No +LEC003,,Engineering: Mechanical,53706,45.87128,-89.711632,pepperoni,neither,Yes,no preference,Yes +LEC004,19,Engineering: Mechanical,53715,42.360081,-71.058884,pepperoni,dog,Yes,night owl,Maybe +LEC004,18,Engineering: Mechanical,53706,45.056389,-92.960793,pepperoni,dog,No,night owl,Yes +LEC003,,Computer Science,53703,43.07,-89.4,pepperoni,dog,Yes,no preference,Maybe +LEC001,20,Business: Finance,53703,22.20315,-159.495651,Other,dog,Yes,no preference,No +LEC005,19,Engineering: Mechanical,53703,44.74931,-92.80088,pineapple,dog,No,early bird,No +LEC004,21,Business: Actuarial,53726,38.874341,-77.032013,pepperoni,dog,No,no preference,Yes +LEC005,19,Engineering: Mechanical,53703,18.34791,-64.71424,basil/spinach,dog,No,night owl,No +LEC004,18,Engineering: Mechanical,53703,27.5041,82.7145,sausage,dog,No,night owl,Maybe +LEC005,19,Engineering: Biomedical,53706,36.462,25.375465,basil/spinach,dog,No,night owl,No +LEC004,27,Environment & Resources,53703,37.389091,-5.984459,mushroom,dog,No,night owl,Maybe +LEC004,19,Business: Actuarial,53726,32,-117,pepperoni,neither,Yes,night owl,Yes +LEC005,20,Science: Physics,53703,46.2833,-89.73,pepperoni,dog,No,early bird,Maybe +LEC003,19,Engineering: Industrial,53703,40.712776,-74.005974,basil/spinach,dog,Yes,night owl,No +LEC003,18,Data Science,53706,40.712776,-74.005974,Other,dog,Yes,early bird,No +LEC005,,Data Science,53703,43.073051,-89.40123,pepperoni,dog,No,night owl,No +LEC004,21,Business: Actuarial,53703,39.19067,-106.819199,macaroni/pasta,cat,No,no preference,Maybe +LEC006,18,Engineering: Industrial,53706,37.743042,-122.415642,green pepper,dog,Yes,no preference,No +LEC003,20,Economics,53703,22.54,114.05,pineapple,dog,No,night owl,Yes +LEC006,18,Data Science,53706,59.93428,30.335098,pineapple,dog,Yes,night owl,Maybe +LEC004,19,Engineering: Mechanical,53715,45.10994,-87.209793,pepperoni,dog,Yes,early bird,No +LEC002,20,Science: Biology/Life,53703,51.507351,-0.127758,pepperoni,dog,Yes,no preference,Yes +LEC004,18,Environmental Studies,53703,42.360081,-71.058884,pineapple,cat,No,no preference,Maybe +LEC004,19,Engineering: Mechanical,53715,45,-87,sausage,cat,Yes,no preference,Maybe +LEC004,19,Engineering: Mechanical,53703,48.137,11.575,pepperoni,dog,Yes,night owl,Maybe +LEC004,20,Engineering: Industrial,53711,48.856613,2.352222,sausage,cat,No,no preference,No +LEC004,18,Science: Other,53706,48.410648,-114.338188,none (just cheese),dog,No,no preference,Maybe +LEC004,18,Mathematics/AMEP,53706,24.585445,73.712479,pineapple,dog,Yes,night owl,Maybe +LEC003,18,Data Science,53706,36.974117,-122.030792,pepperoni,cat,Yes,night owl,Yes +LEC004,19,Computer Science,53715,40.79254,-98.70807,pepperoni,dog,Yes,night owl,No +LEC005,19,Engineering: Mechanical,53711,30.572815,104.066803,pineapple,dog,No,night owl,Yes +LEC001,21,Science: Chemistry,53715,3.139003,101.686852,pepperoni,neither,No,no preference,Maybe +LEC006,18,Data Science,53706,40.46,-90.67,sausage,dog,No,night owl,No +LEC004,20,Science: Other|Environmental Science,53715,43.073051,-89.40123,sausage,dog,No,night owl,Yes +LEC004,20,Engineering: Biomedical,53715,30.328227,-86.136975,pepperoni,dog,Yes,no preference,Maybe +LEC004,21,Science: Biology/Life,53703,41.385063,2.173404,macaroni/pasta,dog,No,night owl,Yes +LEC003,18,Mathematics/AMEP,53706,42.99571,-90,sausage,dog,Yes,night owl,Yes +LEC004,19,Engineering: Mechanical,53703,41.385063,2.173404,sausage,dog,Yes,night owl,Yes +LEC001,,Engineering: Industrial,53706,40.7128,74.006,pepperoni,dog,No,early bird,Yes +LEC005,18,Psychology,53706,9.167414,77.876747,mushroom,cat,No,early bird,No +LEC003,19,Engineering: Industrial,53715,24.713552,46.675297,basil/spinach,neither,Yes,early bird,Maybe +LEC001,18,Undecided,53706,44.8341,87.377,basil/spinach,dog,No,no preference,Yes +LEC003,19,Engineering: Mechanical,53705,46.589146,-112.039108,none (just cheese),cat,No,night owl,Yes +LEC001,20,Economics,53703,39.631506,118.143239,pineapple,dog,No,night owl,Maybe \ No newline at end of file diff --git a/f22/meena_lec_notes/lec-19/cs220_survey_data.json b/f22/meena_lec_notes/lec-19/cs220_survey_data.json index de64c25..c8776f2 100644 --- a/f22/meena_lec_notes/lec-19/cs220_survey_data.json +++ b/f22/meena_lec_notes/lec-19/cs220_survey_data.json @@ -1,120 +1,169 @@ [ { - "Lecture": "LEC002", - "Age": "19", - "Primary major": "Engineering: Mechanical", - "Other majors": "", - "Zip Code": "53711", - "Pizza topping": "pepperoni", - "Pet owner": "Yes", + "Lecture": "LEC001", + "Age": "22", + "Major": "Engineering: 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"Procrastinator": "No" }, { - "Lecture": "LEC003", - "Age": "19", - "Primary major": "Business: Finance", - "Other majors": "", + "Lecture": "LEC004", + "Age": "24", + "Major": "Economics", "Zip Code": "53703", - "Pizza topping": "sausage", - "Pet owner": "Yes", + "Latitude": "43", + "Longitude": "-89", + "Pizza topping": "pineapple", + "Pet preference": "cat", "Runner": "Yes", "Sleep habit": "early bird", "Procrastinator": "Yes" @@ -122,491 +171,519 @@ { "Lecture": "LEC003", "Age": "18", - "Primary major": "Engineering: Mechanical", - "Other majors": "", - "Zip Code": "53706", - "Pizza topping": "Other", - "Pet owner": "No", - "Runner": "No", - "Sleep habit": "no preference", - "Procrastinator": "No" - }, - { - "Lecture": "LEC004", - "Age": "18", - "Primary major": "Other", - "Other majors": "I am undecided \u2013 thinking about Data Science Major", + "Major": "Data Science", "Zip Code": "53706", - "Pizza topping": "basil/spinach", - "Pet owner": "Yes", + "Latitude": "36.102371", + 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}, - { - "Lecture": "LEC004", + "Lecture": "LEC001", "Age": "18", - "Primary major": "Engineering: Mechanical", - "Other majors": "", + "Major": "Computer Science", "Zip Code": "53706", - "Pizza topping": "pepperoni", - "Pet owner": "Yes", - "Runner": "No", + "Latitude": "26.2992", + "Longitude": "87.2625", + "Pizza topping": "mushroom", + "Pet preference": "dog", + "Runner": "Yes", "Sleep habit": "night owl", - "Procrastinator": "Yes" + "Procrastinator": "No" }, { "Lecture": "LEC001", - "Age": "18", - "Primary major": "Engineering: Other", - "Other majors": "", - "Zip Code": "53706", - "Pizza topping": "mushroom", - "Pet owner": "No", + "Age": "24", + "Major": "Business: Information Systems", + "Zip Code": "53703", + "Latitude": "43.073051", + "Longitude": "-89.40123", + "Pizza topping": "macaroni/pasta", + "Pet preference": "cat", "Runner": "No", - "Sleep habit": "early bird", + "Sleep habit": "night owl", "Procrastinator": "No" }, { - "Lecture": "LEC001", + "Lecture": "LEC006", "Age": "19", - "Primary major": "Data Science", - "Other majors": "Sports Journalism certificate", + "Major": "Engineering: Mechanical", "Zip Code": "53703", - "Pizza topping": "pepperoni", - "Pet owner": "Yes", - "Runner": "Yes", - "Sleep habit": "no preference", - "Procrastinator": "No" + "Latitude": "43.04049", + "Longitude": "-87.91732", + "Pizza topping": "Other", + "Pet preference": "dog", + "Runner": "No", + "Sleep habit": "night owl", + "Procrastinator": "Yes" }, { - "Lecture": "LEC004", - "Age": "18", - "Primary major": "Data Science", - "Other majors": "", - "Zip Code": "53706", - "Pizza topping": "none (just cheese)", - "Pet owner": "Yes", + "Lecture": "LEC001", + "Age": "", + "Major": "Computer Science", + "Zip Code": "53715", + "Latitude": "34.052235", + "Longitude": "-118.243683", + "Pizza topping": "green pepper", + "Pet preference": "dog", "Runner": "No", "Sleep habit": "night owl", "Procrastinator": "Yes" @@ -614,179 +691,207 @@ { "Lecture": "LEC002", "Age": "20", - 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topping": "pepperoni", + "Pet preference": "dog", + "Runner": "No", + "Sleep habit": "night owl", + "Procrastinator": "Yes" + }, + { + "Lecture": "LEC003", + "Age": "18", + "Major": "Mathematics/AMEP", "Zip Code": "53706", - "Pizza topping": "none (just cheese)", - "Pet owner": "No", + "Latitude": "31.230391", + "Longitude": "121.473701", + "Pizza topping": "mushroom", + "Pet preference": "dog", "Runner": "Yes", - "Sleep habit": "no preference", - "Procrastinator": "Yes" + "Sleep habit": "early bird", + "Procrastinator": "No" }, { - "Lecture": "LEC002", - "Age": "21", - "Primary major": "Computer Science", - "Other majors": "Math", - "Zip Code": "53715", - "Pizza topping": "sausage", - "Pet owner": "Yes", - "Runner": "No", + "Lecture": "LEC001", + "Age": "19", + "Major": "Computer Science", + "Zip Code": "53706", + "Latitude": "48.855709", + "Longitude": "2.29889", + "Pizza topping": "pepperoni", + "Pet preference": "cat", + "Runner": "Yes", "Sleep habit": "night owl", 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topping": "pepperoni", - "Pet owner": "Yes", - "Runner": "No", - "Sleep habit": "early bird", + "Pet preference": "dog", + "Runner": "Yes", + "Sleep habit": "no preference", "Procrastinator": "Yes" }, { - "Lecture": "LEC001", - "Age": "20", - "Primary major": "Data Science", - "Other majors": "Biology, Bioinformatics", + "Lecture": "LEC004", + "Age": "18", + "Major": "Environmental Studies", "Zip Code": "53703", - "Pizza topping": "sausage", - "Pet owner": "Yes", + "Latitude": "42.360081", + "Longitude": "-71.058884", + "Pizza topping": "pineapple", + "Pet preference": "cat", "Runner": "No", "Sleep habit": "no preference", - "Procrastinator": "Yes" + "Procrastinator": "Maybe" }, { - "Lecture": "LEC002", - "Age": "21", - "Primary major": "Engineering: Mechanical", - "Other majors": "", - "Zip Code": "53705", - "Pizza topping": "none (just cheese)", - "Pet owner": "Yes", - "Runner": "No", + "Lecture": "LEC004", + "Age": "19", + "Major": "Engineering: Mechanical", + "Zip Code": "53715", + "Latitude": "45", + "Longitude": "-87", + "Pizza topping": "sausage", + "Pet preference": "cat", + "Runner": "Yes", "Sleep habit": "no preference", "Procrastinator": "Maybe" }, { - "Lecture": "LEC001", + "Lecture": "LEC004", "Age": "19", - "Primary major": "Computer Science", - "Other majors": "Data Science", - "Zip Code": "53706", - "Pizza topping": "Other", - "Pet owner": "No", + "Major": "Engineering: Mechanical", + "Zip Code": "53703", + "Latitude": "48.137", + "Longitude": "11.575", + "Pizza topping": "pepperoni", + "Pet preference": "dog", "Runner": "Yes", "Sleep habit": "night owl", - "Procrastinator": "No" + "Procrastinator": "Maybe" }, { - "Lecture": "LEC001", + "Lecture": "LEC004", "Age": "20", - "Primary major": "Business: Finance", - "Other majors": "Data Science", - "Zip Code": "53715", + "Major": "Engineering: Industrial", + "Zip Code": "53711", + "Latitude": "48.856613", + "Longitude": "2.352222", "Pizza topping": "sausage", - "Pet owner": "Yes", - "Runner": "Yes", - "Sleep habit": "night owl", - "Procrastinator": "Yes" + "Pet preference": "cat", + "Runner": "No", + "Sleep habit": "no preference", + "Procrastinator": "No" }, { - "Lecture": "LEC001", - "Age": "19", - "Primary major": "Data Science", - "Other majors": "Computer science", + "Lecture": "LEC004", + "Age": "18", + "Major": "Science: Other", "Zip Code": "53706", - "Pizza topping": "pineapple", - "Pet owner": "No", - "Runner": "Yes", + "Latitude": "48.410648", + "Longitude": "-114.338188", + "Pizza topping": "none (just cheese)", + "Pet preference": "dog", + "Runner": "No", "Sleep habit": "no preference", - "Procrastinator": "Yes" + "Procrastinator": "Maybe" }, { - "Lecture": "LEC002", - "Age": "23", - "Primary major": "Science: Other", - "Other majors": "Computer Science", - "Zip Code": "53711", + "Lecture": "LEC004", + "Age": "18", + "Major": "Mathematics/AMEP", + "Zip Code": "53706", + "Latitude": "24.585445", + "Longitude": "73.712479", "Pizza topping": "pineapple", - "Pet owner": "Yes", + "Pet preference": "dog", "Runner": "Yes", - "Sleep habit": "early bird", - "Procrastinator": "No" + "Sleep habit": "night owl", + "Procrastinator": "Maybe" }, { "Lecture": "LEC003", "Age": "18", - "Primary major": "Engineering: Mechanical", - "Other majors": "", + "Major": "Data Science", "Zip Code": "53706", - "Pizza topping": "sausage", - "Pet owner": "No", - "Runner": "No", + "Latitude": "36.974117", + "Longitude": "-122.030792", + "Pizza topping": "pepperoni", + "Pet preference": "cat", + "Runner": "Yes", "Sleep habit": "night owl", - "Procrastinator": "No" + "Procrastinator": "Yes" }, { - "Lecture": "LEC001", + "Lecture": "LEC004", "Age": "19", - "Primary major": "Computer Science", - "Other majors": "Data Science", - "Zip Code": "53703", - "Pizza topping": "Other", - "Pet owner": "No", - "Runner": "No", - "Sleep habit": "no preference", - "Procrastinator": "Maybe" + "Major": "Computer Science", + "Zip Code": "53715", + "Latitude": "40.79254", + "Longitude": "-98.70807", + "Pizza topping": "pepperoni", + "Pet preference": "dog", + "Runner": "Yes", + "Sleep habit": "night owl", + "Procrastinator": "No" }, { - "Lecture": "LEC001", + "Lecture": "LEC005", "Age": "19", - "Primary major": "Science: Other", - "Other majors": "", - "Zip Code": "53706", - "Pizza topping": "macaroni/pasta", - "Pet owner": "Yes", + "Major": "Engineering: Mechanical", + "Zip Code": "53711", + "Latitude": "30.572815", + "Longitude": "104.066803", + "Pizza topping": "pineapple", + "Pet preference": "dog", "Runner": "No", "Sleep habit": "night owl", "Procrastinator": "Yes" }, - { - "Lecture": "LEC003", - "Age": "19", - "Primary major": "Other", - "Other majors": "I do not have a secondary major but my major is International Studies. ", - "Zip Code": "53076", - "Pizza topping": "pepperoni", - "Pet owner": "Yes", - "Runner": "Yes", - "Sleep habit": "early bird", - "Procrastinator": "Yes" - }, { "Lecture": "LEC001", "Age": "21", - "Primary major": "Science: Biology/Life", - "Other majors": "", + "Major": "Science: Chemistry", "Zip Code": "53715", + "Latitude": "3.139003", + "Longitude": "101.686852", "Pizza topping": "pepperoni", - "Pet owner": "Yes", + "Pet preference": "neither", + "Runner": "No", + "Sleep habit": "no preference", + "Procrastinator": "Maybe" + }, + { + "Lecture": "LEC006", + "Age": "18", + "Major": "Data Science", + "Zip Code": "53706", + "Latitude": "40.46", + "Longitude": "-90.67", + "Pizza topping": "sausage", + "Pet preference": "dog", "Runner": "No", "Sleep habit": "night owl", - "Procrastinator": "Yes" + "Procrastinator": "No" }, { - "Lecture": "LEC001", + "Lecture": "LEC004", "Age": "20", - "Primary major": "Engineering: Mechanical", - "Other majors": "", - "Zip Code": "53726", - "Pizza topping": "pepperoni", - "Pet owner": "Yes", + "Major": "Science: Other|Environmental Science", + "Zip Code": "53715", + "Latitude": "43.073051", + "Longitude": "-89.40123", + "Pizza topping": "sausage", + "Pet preference": "dog", "Runner": "No", "Sleep habit": "night owl", "Procrastinator": "Yes" }, { - "Lecture": "LEC002", + "Lecture": "LEC004", "Age": "20", - "Primary major": "Engineering: Industrial", - "Other majors": "", + "Major": "Engineering: Biomedical", "Zip Code": "53715", + "Latitude": "30.328227", + "Longitude": "-86.136975", "Pizza topping": "pepperoni", - "Pet owner": "Yes", - "Runner": "No", + "Pet preference": "dog", + "Runner": "Yes", "Sleep habit": "no preference", - "Procrastinator": "Yes" + "Procrastinator": "Maybe" }, { - "Lecture": "LEC003", - "Age": "20", - "Primary major": "Science: Biology/Life", - "Other majors": "Life Science Communication", + "Lecture": "LEC004", + "Age": "21", + "Major": "Science: Biology/Life", "Zip Code": "53703", - "Pizza topping": "pepperoni", - "Pet owner": "Yes", + "Latitude": "41.385063", + "Longitude": "2.173404", + "Pizza topping": "macaroni/pasta", + "Pet preference": "dog", "Runner": "No", - "Sleep habit": "early bird", - "Procrastinator": "Maybe" + "Sleep habit": "night owl", + "Procrastinator": "Yes" }, { - "Lecture": "LEC002", - "Age": "19", - "Primary major": "Science: Biology/Life", - "Other majors": "Data Science", - "Zip Code": "", - "Pizza topping": "pepperoni", - "Pet owner": "No", - "Runner": "No", - "Sleep habit": "no preference", - "Procrastinator": "Maybe" + "Lecture": "LEC003", + "Age": "18", + "Major": "Mathematics/AMEP", + "Zip Code": "53706", + "Latitude": "42.99571", + "Longitude": "-90", + "Pizza topping": "sausage", + "Pet preference": "dog", + "Runner": "Yes", + "Sleep habit": "night owl", + "Procrastinator": "Yes" }, { - "Lecture": "LEC002", - "Age": "22", - "Primary major": "Computer Science", - "Other majors": "", + "Lecture": "LEC004", + "Age": "19", + "Major": "Engineering: Mechanical", "Zip Code": "53703", + "Latitude": "41.385063", + "Longitude": "2.173404", "Pizza topping": "sausage", - "Pet owner": "Yes", - "Runner": "No", + "Pet preference": "dog", + "Runner": "Yes", "Sleep habit": "night owl", "Procrastinator": "Yes" }, { "Lecture": "LEC001", - "Age": "20", - "Primary major": "Business: Information Systems", - "Other majors": "", + "Age": "", + "Major": "Engineering: Industrial", "Zip Code": "53706", - "Pizza topping": "mushroom", - "Pet owner": "Yes", + "Latitude": "40.7128", + "Longitude": "74.006", + "Pizza topping": "pepperoni", + "Pet preference": "dog", "Runner": "No", - "Sleep habit": "night owl", + "Sleep habit": "early bird", "Procrastinator": "Yes" }, { - "Lecture": "LEC001", - "Age": "19", - "Primary major": "Business: Other", - "Other majors": "", + "Lecture": "LEC005", + "Age": "18", + "Major": "Psychology", "Zip Code": "53706", - "Pizza topping": "pepperoni", - "Pet owner": "Yes", + "Latitude": "9.167414", + "Longitude": "77.876747", + "Pizza topping": "mushroom", + "Pet preference": "cat", "Runner": "No", "Sleep habit": "early bird", - "Procrastinator": "Yes" + "Procrastinator": "No" + }, + { + "Lecture": "LEC003", + "Age": "19", + "Major": "Engineering: Industrial", + "Zip Code": "53715", + "Latitude": "24.713552", + "Longitude": "46.675297", + "Pizza topping": "basil/spinach", + "Pet preference": "neither", + "Runner": "Yes", + "Sleep habit": "early bird", + "Procrastinator": "Maybe" }, { "Lecture": "LEC001", - "Age": "21", - "Primary major": "Other", - "Other majors": "Economics/Philosophy, Data Science Certificate", - "Zip Code": "53703", - "Pizza topping": "pepperoni", - "Pet owner": "Yes", + "Age": "18", + "Major": "Undecided", + "Zip Code": "53706", + "Latitude": "44.8341", + "Longitude": "87.377", + "Pizza topping": "basil/spinach", + "Pet preference": "dog", "Runner": "No", "Sleep habit": "no preference", "Procrastinator": "Yes" @@ -8630,13 +12872,27 @@ { "Lecture": "LEC003", "Age": "19", - "Primary major": "Computer Science", - "Other majors": "Data science", - "Zip Code": "53706", - "Pizza topping": "pineapple", - "Pet owner": "Yes", - "Runner": "Yes", + "Major": "Engineering: Mechanical", + "Zip Code": "53705", + "Latitude": "46.589146", + "Longitude": "-112.039108", + "Pizza topping": "none (just cheese)", + "Pet preference": "cat", + "Runner": "No", "Sleep habit": "night owl", "Procrastinator": "Yes" + }, + { + "Lecture": "LEC001", + "Age": "20", + "Major": "Economics", + "Zip Code": "53703", + "Latitude": "39.631506", + "Longitude": "118.143239", + "Pizza topping": "pineapple", + "Pet preference": "dog", + "Runner": "No", + "Sleep habit": "night owl", + "Procrastinator": "Maybe" } ] \ No newline at end of file diff --git a/f22/meena_lec_notes/lec-19/lec_19_json.ipynb b/f22/meena_lec_notes/lec-19/lec_19_json.ipynb index 0919fe6..5079713 100644 --- a/f22/meena_lec_notes/lec-19/lec_19_json.ipynb +++ b/f22/meena_lec_notes/lec-19/lec_19_json.ipynb @@ -122,9 +122,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Enter player name and score: Viyan 40\n", - "{'Meena': [20, 10, 10], 'Viyan': [40, 50, 70, 40, 50, 40], 'Rogers': [10, 40]}\n", - "Average score for Viyan is 48.333333333333336.\n" + "Enter player name and score: Viyan 70\n", + "{'Meena': [10, 20, 10], 'Viyan': [40, 50, 70, 70], 'Rogers': [10, 40]}\n", + "Average score for Viyan is 57.5.\n" ] } ], @@ -191,50 +191,6 @@ "text": [ "<class 'dict'>\n" ] - }, - { - "data": { - "text/plain": [ - "{'data': {'lend': {'loans': {'values': [{'name': 'Polikseni',\n", - " 'description': \"Polikseni is 70 years old and married. She and her husband are both retired and their main income is a retirement pension of $106 a month for Polikseni and disability income for her husband of $289 a month. <br /><br />Polikseni's husband, even though disabled, works in a very small shop as a watchmaker on short hours, just to provide additional income for his family and to feel useful. Polikseni's husband needs constant medical treatment due to his health problems. She requested another loan, which she will use to continue paying for the therapy her husband needs. With a part of the loan, she is going to pay the remainder of the previous loan.\",\n", - " 'loanAmount': '1325.00',\n", - " 'geocode': {'city': 'Korce',\n", - " 'country': {'name': 'Albania',\n", - " 'region': 'Eastern Europe',\n", - " 'fundsLentInCountry': 9051250}}},\n", - " {'name': 'Safarmo',\n", - " 'description': \"Safarmo is 47 years old. She lives with her husband and her children in Khuroson district. <br /><br />Safarmo is a seamstress. She has been engaged in sewing for 10 years. She learned this activity with help of her mother and elder sister. <br /><br />Safarmo's sewing machine is old and she cannot work well. Her difficulty is lack of money. That’s why she applied for a loan to buy a new modern sewing machine. <br /><br />Safarmo needs your support.\",\n", - " 'loanAmount': '1075.00',\n", - " 'geocode': {'city': 'Khuroson',\n", - " 'country': {'name': 'Tajikistan',\n", - " 'region': 'Asia',\n", - " 'fundsLentInCountry': 64243075}}},\n", - " {'name': 'Elizabeth',\n", - " 'description': 'Elizabeth is a mom blessed with five lovely children, who are her greatest motivation in life. She lives in the Natuu area of Kenya. Elizabeth is one of the most hardworking women in sub-Saharan Africa. Being a mother and living in a poor country has never been an excuse for Elizabeth, who has practiced mixed farming for the past few years.<br /><br />The cultural expectations in her area contribute to the notion that men should support their families. However, Elizabeth works independently for the success of her children. She perseveres because she wants to provide a better future for them.<br /><br />Elizabeth has always loved farming. She is a very proud farmer and enjoys milking her dairy cows. Elizabeth keeps poultry and grows crops, but she has not been making a good profit because of poor farming inputs. <br /><br />Elizabeth will use this loan to buy farm inputs and purchase high-quality seeds and good fertilizer to improve her crop production. Modern farming requires the use of modern techniques, and, therefore, using high-quality seeds will assure her of a bumper harvest and increased profit levels.<br /><br />Elizabeth is very visionary. Her goal for the season is to boost her crop production over the previous year.',\n", - " 'loanAmount': '800.00',\n", - " 'geocode': {'city': 'Matuu',\n", - " 'country': {'name': 'Kenya',\n", - " 'region': 'Africa',\n", - " 'fundsLentInCountry': 120841775}}},\n", - " {'name': 'Ester',\n", - " 'description': 'Ester believes that this year is her year of prosperity. Ester is a hardworking, progressive and honest farmer from a very remote village in the Kitale area of Kenya. This area is very fertile, with favorable weather patterns that support farming activities. Ester is happily married and the proud mother of lovely children. Together, they live on a small piece of land that she really treasures. Her primary sources of income are eggs and milk.<br /><br />Although this humble and industrious mother makes a profit, she faces the challenge of not being able to produce enough to meet the readily available market. Therefore, she is seeking funds from Kiva lenders to buy farm inputs such as good fertilizer and good-quality seeds. Through this loan, Ester should double her production, and this will translate into increased income. She then intends to save more money in the future so that she can develop her farming.<br /><br />One objective that Juhudi Kilimo aims at fulfilling is increasing the ease of accessing farm inputs and income-generating assets for farmers. Through the intervention of Juhudi Kilimo and Kiva, inputs such as fertilizers and pesticides have become more accessible to its members than buying a bottle of water. Ester is very optimistic and believes this loan will change her life completely.',\n", - " 'loanAmount': '275.00',\n", - " 'geocode': {'city': 'Kitale',\n", - " 'country': {'name': 'Kenya',\n", - " 'region': 'Africa',\n", - " 'fundsLentInCountry': 120841775}}},\n", - " {'name': 'Cherifa',\n", - " 'description': 'Cherifa is married, 57 years old with two children. She caters and also sells the local drink. She asks for credit to buy the necessities, in particular bags of anchovies, bags of maize and bundles of firewood. She wants to have enough income to run the house well.',\n", - " 'loanAmount': '875.00',\n", - " 'geocode': {'city': 'Agoe',\n", - " 'country': {'name': 'Togo',\n", - " 'region': 'Africa',\n", - " 'fundsLentInCountry': 13719125}}}]}}}}" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" } ], "source": [ @@ -244,7 +200,7 @@ "# TODO: explore the type of the data structure returned by read_json\n", "print(type(kiva_data))\n", "\n", - "kiva_data" + "# kiva_data # uncomment to see the whole JSON" ] }, { @@ -412,9 +368,6 @@ "metadata": {}, "outputs": [], "source": [ - "# Let's bucketize the data\n", - "buckets = dict() # Key: unique bucketize column value; Value: list of lists (rows having that unique column value)\n", - "\n", "def bucketize(bucket_column):\n", " \"\"\"\n", " generates and returns bucketized data based on bucket_column\n", @@ -422,23 +375,25 @@ " # Key: unique bucketize column value; Value: list of lists (rows having that unique column value)\n", " buckets = dict()\n", " for row_idx in range(len(cs220_data)):\n", + " row = cs220_data[row_idx]\n", " col_value = cell(row_idx, bucket_column)\n", " if col_value not in buckets:\n", + " # create a new bucket when there is no existing bucket\n", " buckets[col_value] = []\n", - " buckets[col_value].append(cs220_data[row_idx])\n", + " buckets[col_value].append(row)\n", " \n", " return buckets\n", "\n", - "# TODO: create section based buckets and store result into sec_buckets\n", - "sec_buckets = bucketize(\"Lecture\")\n", + "# TODO: create lecture based buckets and store result into lecture_buckets\n", + "lec_buckets = bucketize(\"Lecture\")\n", "\n", - "# TODO: What is the type of sec_buckets? A __dict____ of ___list of lists______\n", + "# TODO: What is the type of lec_buckets? A __dict____ of ___list of lists______\n", "\n", - "# TODO: write sec_buckets into a JSON file called \"section_cs220_data.json\"\n", - "write_json(\"section_cs220_data.json\", sec_buckets)\n", + "# TODO: write lec_buckets into a JSON file called \"lecture_cs220_data.json\"\n", + "write_json(\"lecture_cs220_data.json\", lec_buckets)\n", "\n", - "# TODO: create primary major based buckets and store result into major_buckets\n", - "major_buckets = bucketize(\"Primary major\")\n", + "# TODO: create major based buckets and store result into major_buckets\n", + "major_buckets = bucketize(\"Major\")\n", "\n", "# TODO: write major_buckets into a JSON file called \"major_cs220_data.json\"\n", "write_json(\"major_cs220_data.json\", major_buckets)" @@ -455,15 +410,15 @@ " \"\"\"\n", " Transform data into a list of dictionaries\n", " \"\"\"\n", - " dict_list = [] #should be defined outside the for loop, because it stores the entire data\n", + " transformed_data = [] #should be defined outside the for loop, because it stores the entire data\n", + " for row in data:\n", + " #should be defined inside the for loop, because it represents one row as a dictionary\n", + " row_dict = {} # Key: header; Value: data\n", + " for idx in range(len(row)):\n", + " row_dict[header[idx]] = row[idx]\n", + " transformed_data.append(row_dict)\n", + " return transformed_data\n", " \n", - " for row in cs220_data:\n", - " new_row = {} #should be defined inside the for loop, because it represents one row as a dictionary\n", - " for i in range(len(cs220_header)):\n", - " new_row[cs220_header[i]] = row[i]\n", - " dict_list.append(new_row)\n", - " return dict_list\n", - " \n", "transformed_data = transform(cs220_header, cs220_data)\n", "\n", "# TODO: What is the type of transformed_data? A __list____ of ___dictionaries______\n", @@ -471,6 +426,179 @@ "# TODO: write transformed_data into a JSON file called \"cs220_survey_data.json\"\n", "write_json(\"cs220_survey_data.json\", transformed_data)" ] + }, + { + "cell_type": "markdown", + "id": "834df269", + "metadata": {}, + "source": [ + "### Self-practice: explore real-world JSON\n", + "\n", + "### Weather for UW-Madison campus" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a7daffd0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "<class 'dict'>\n" + ] + } + ], + "source": [ + "# TODO: read \"weather.json\"\n", + "weather_data = read_json('weather.json')\n", + "\n", + "# TODO: explore the type of the data structure returned by read_json\n", + "print(type(weather_data))\n", + "\n", + "# display the data from \"weather.json\"\n", + "# weather_data # uncomment to see the whole JSON" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "35c85f25", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['@context', 'type', 'geometry', 'properties']\n", + "<class 'dict'>\n" + ] + } + ], + "source": [ + "# TODO: display the keys of the weather.json dict\n", + "print(list(weather_data.keys()))\n", + "\n", + "# TODO: lookup the value corresponding to the 'properties'\n", + "weather_data[\"properties\"]\n", + "\n", + "# TODO: you know what to do next ... explore type again\n", + "print(type(weather_data[\"properties\"]))" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "1ebf2a09", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['updated', 'units', 'forecastGenerator', 'generatedAt', 'updateTime', 'validTimes', 'elevation', 'periods']\n", + "<class 'list'>\n" + ] + } + ], + "source": [ + "# TODO: display the keys of the properties dict\n", + "print(list(weather_data[\"properties\"].keys()))\n", + "\n", + "# TODO: lookup the value corresponding to the 'periods'\n", + "# weather_data[\"properties\"][\"periods\"] # uncomment to see the output\n", + "\n", + "# TODO: you know what to do next ... explore type again\n", + "print(type(weather_data[\"properties\"][\"periods\"]))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "5eb0ec1e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Start time: 2022-10-21T06:00:00-05:00\n", + "End time: 2022-10-21T06:00:00-05:00\n", + "Temperature: 72 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-21T18:00:00-05:00\n", + "End time: 2022-10-21T18:00:00-05:00\n", + "Temperature: 47 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-22T06:00:00-05:00\n", + "End time: 2022-10-22T06:00:00-05:00\n", + "Temperature: 74 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-22T18:00:00-05:00\n", + "End time: 2022-10-22T18:00:00-05:00\n", + "Temperature: 58 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-23T06:00:00-05:00\n", + "End time: 2022-10-23T06:00:00-05:00\n", + "Temperature: 74 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-23T18:00:00-05:00\n", + "End time: 2022-10-23T18:00:00-05:00\n", + "Temperature: 63 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-24T06:00:00-05:00\n", + "End time: 2022-10-24T06:00:00-05:00\n", + "Temperature: 73 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-24T18:00:00-05:00\n", + "End time: 2022-10-24T18:00:00-05:00\n", + "Temperature: 52 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-25T06:00:00-05:00\n", + "End time: 2022-10-25T06:00:00-05:00\n", + "Temperature: 59 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-25T18:00:00-05:00\n", + "End time: 2022-10-25T18:00:00-05:00\n", + "Temperature: 45 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-26T06:00:00-05:00\n", + "End time: 2022-10-26T06:00:00-05:00\n", + "Temperature: 54 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-26T18:00:00-05:00\n", + "End time: 2022-10-26T18:00:00-05:00\n", + "Temperature: 39 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-27T06:00:00-05:00\n", + "End time: 2022-10-27T06:00:00-05:00\n", + "Temperature: 53 degree F\n", + "------------------------------------------------------------------------------------------------\n", + "Start time: 2022-10-27T18:00:00-05:00\n", + "End time: 2022-10-27T18:00:00-05:00\n", + "Temperature: 39 degree F\n", + "------------------------------------------------------------------------------------------------\n" + ] + } + ], + "source": [ + "# TODO: extract periods list into a variable\n", + "periods_list = weather_data[\"properties\"][\"periods\"]\n", + "\n", + "# TODO: iterate over loans_list and print every periods's startTime, endTime, temperature, and temperatureUnit\n", + "\n", + "for period_dict in periods_list:\n", + " start_time = period_dict[\"startTime\"]\n", + " print(\"Start time:\", start_time)\n", + " end_time = period_dict[\"startTime\"]\n", + " print(\"End time:\", end_time)\n", + " temperature = period_dict[\"temperature\"]\n", + " temperature_unit = period_dict[\"temperatureUnit\"]\n", + " print(\"Temperature: {} degree {}\".format(temperature, temperature_unit))\n", + " print(\"------------------------------------------------------------------------------------------------\")" + ] } ], "metadata": { @@ -489,7 +617,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.9.12" } }, "nbformat": 4, diff --git a/f22/meena_lec_notes/lec-19/lec_19_json_template.ipynb b/f22/meena_lec_notes/lec-19/lec_19_json_template.ipynb index 4ba274f..082f599 100644 --- a/f22/meena_lec_notes/lec-19/lec_19_json_template.ipynb +++ b/f22/meena_lec_notes/lec-19/lec_19_json_template.ipynb @@ -392,9 +392,6 @@ "metadata": {}, "outputs": [], "source": [ - "# Let's bucketize the data\n", - "buckets = dict() # Key: unique bucketize column value; Value: list of lists (rows having that unique column value)\n", - "\n", "def bucketize(bucket_column):\n", " \"\"\"\n", " generates and returns bucketized data based on bucket_column\n", @@ -402,20 +399,22 @@ " # Key: unique bucketize column value; Value: list of lists (rows having that unique column value)\n", " buckets = dict()\n", " for row_idx in range(len(cs220_data)):\n", + " row = cs220_data[row_idx]\n", " col_value = cell(row_idx, bucket_column)\n", " if col_value not in buckets:\n", + " # create a new bucket when there is no existing bucket\n", " buckets[col_value] = []\n", - " buckets[col_value].append(cs220_data[row_idx])\n", + " buckets[col_value].append(row)\n", " \n", " return buckets\n", "\n", - "# TODO: create section based buckets and store result into sec_buckets\n", + "# TODO: create lecture based buckets and store result into lecture_buckets\n", "\n", - "# TODO: What is the type of sec_buckets? A ______ of _________\n", + "# TODO: What is the type of lec_buckets? A ______ of _________\n", "\n", - "# TODO: write sec_buckets into a JSON file called \"section_cs220_data.json\"\n", + "# TODO: write lec_buckets into a JSON file called \"lecture_cs220_data.json\"\n", "\n", - "# TODO: create primary major based buckets and store result into major_buckets\n", + "# TODO: create major based buckets and store result into major_buckets\n", "\n", "# TODO: write major_buckets into a JSON file called \"major_cs220_data.json\"\n" ] @@ -431,21 +430,94 @@ " \"\"\"\n", " Transform data into a list of dictionaries\n", " \"\"\"\n", - " dict_list = [] #should be defined outside the for loop, because it stores the entire data\n", + " transformed_data = [] #should be defined outside the for loop, because it stores the entire data\n", + " for row in data:\n", + " #should be defined inside the for loop, because it represents one row as a dictionary\n", + " row_dict = {} # Key: header; Value: data\n", + " for idx in range(len(row)):\n", + " row_dict[header[idx]] = row[idx]\n", + " transformed_data.append(row_dict)\n", + " return transformed_data\n", " \n", - " for row in cs220_data:\n", - " new_row = {} #should be defined inside the for loop, because it represents one row as a dictionary\n", - " for i in range(len(cs220_header)):\n", - " new_row[cs220_header[i]] = row[i]\n", - " dict_list.append(new_row)\n", - " return dict_list\n", - " \n", "transformed_data = transform(cs220_header, cs220_data)\n", "\n", "# TODO: What is the type of transformed_data? A ______ of _________\n", "\n", "# TODO: write transformed_data into a JSON file called \"cs220_survey_data.json\"\n" ] + }, + { + "cell_type": "markdown", + "id": "5279cdab", + "metadata": {}, + "source": [ + "### Self-practice: explore real-world JSON\n", + "\n", + "### Weather for UW-Madison campus" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7a4efc8c", + "metadata": {}, + "outputs": [], + "source": [ + "# TODO: read \"weather.json\"\n", + "\n", + "# TODO: explore the type of the data structure returned by read_json\n", + "\n", + "# display the data from \"weather.json\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c1b98641", + "metadata": {}, + "outputs": [], + "source": [ + "# TODO: display the keys of the weather.json dict\n", + "\n", + "# TODO: lookup the value corresponding to the 'properties'\n", + "\n", + "# TODO: you know what to do next ... explore type again\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ca457052", + "metadata": {}, + "outputs": [], + "source": [ + "# TODO: display the keys of the properties dict\n", + "\n", + "# TODO: lookup the value corresponding to the 'periods'\n", + "\n", + "# TODO: you know what to do next ... explore type again\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "34f6dfa4", + "metadata": {}, + "outputs": [], + "source": [ + "# TODO: extract periods list into a variable\n", + "\n", + "# TODO: iterate over loans_list and print every periods's startTime, endTime, temperature, and temperatureUnit\n", + "for period_dict in periods_list:\n", + "\n", + " print(\"Start time:\", start_time)\n", + "\n", + " print(\"End time:\", end_time)\n", + "\n", + " \n", + " print(\"Temperature: {} degree {}\".format(temperature, temperature_unit))\n", + " print(\"------------------------------------------------------------------------------------------------\")" + ] } ], "metadata": { @@ -464,7 +536,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.9.12" } }, "nbformat": 4, diff --git a/f22/meena_lec_notes/lec-19/lecture_cs220_data.json b/f22/meena_lec_notes/lec-19/lecture_cs220_data.json new file mode 100644 index 0000000..de596de --- /dev/null +++ b/f22/meena_lec_notes/lec-19/lecture_cs220_data.json @@ -0,0 +1,12910 @@ +{ + "LEC001": [ + [ + "LEC001", + "22", + "Engineering: Biomedical", + "53703", + "43.073051", + "-89.40123", + "none (just cheese)", + "neither", + "No", + "no preference", + "Maybe" + ], + [ + "LEC001", + "", + "Mathematics/AMEP", + "53706", + "31.230391", + "121.473701", + "basil/spinach", + "dog", + "No", + "no preference", + "Maybe" + ], + [ + "LEC001", + "20", + "Economics (Mathematical Emphasis)", + "53703", + "48.86", + "2.3522", + "pepperoni", + "dog", + "No", + "early bird", + "Yes" + ], + [ + "LEC001", + "19", + "Engineering: Mechanical", + "53703", + "24.7", + "46.7", + "mushroom", + "dog", + "Yes", + "early bird", + "Maybe" + ], + [ + "LEC001", + "23", + "Computer Science", + "53711", + "43.073929", + "-89.385239", + "sausage", + "dog", + "No", + "night owl", + "Yes" + ], + [ + "LEC001", + "22", + "Engineering: Mechanical", + "53719", + "43.073051", + "-89.40123", + "none (just cheese)", + "cat", + "Yes", + "night owl", + "Yes" + ], + [ + "LEC001", + "18", + "Computer Science", + "53706", + "26.2992", + "87.2625", + "mushroom", + "dog", + "Yes", + "night owl", + "No" + ], + [ + "LEC001", + "24", + "Business: Information Systems", + "53703", + "43.073051", + "-89.40123", + "macaroni/pasta", + "cat", + "No", + "night owl", + "No" + ], + [ + "LEC001", + "", + "Computer Science", + "53715", + "34.052235", + "-118.243683", + "green pepper", + "dog", + "No", + "night owl", + "Yes" + ], + [ + "LEC001", + "26", + "Engineering: Mechanical", + "53703", + "41.902782", + "12.496365", + "pepperoni", + "dog", + "No", + "night owl", + "Yes" + ], + [ + "LEC001", + "25", + "Economics", + "53703", + "40.712776", + "-74.005974", + "pepperoni", + "dog", + "No", + "night owl", + "Yes" + ], + [ + "LEC001", + "19", + "Computer Science", + "53706", + "48.855709", + "2.29889", + "pepperoni", + "cat", + "Yes", + "night owl", + "Yes" + ], + [ + "LEC001", + "21", + "Computer Science", + "53715", + "16.306652", + "80.436539", + "Other", + "dog", + "No", + "night owl", + "Yes" + ], + [ + "LEC001", + "18", + "Engineering: Industrial", + "53715", + "30.733315", + "76.779419", + "green pepper", + "cat", + "No", + "no preference", + "Yes" + ], + [ + "LEC001", + "20", + "Economics (Mathematical Emphasis)", + "53703", + "43.073929", + "-89.385239", + "macaroni/pasta", + "cat", + "No", + "night owl", + "No" + ], + [ + "LEC001", + "21", + "Business: Finance", + "53711", + "43.073929", + "-89.385239", + "pepperoni", + "dog", + "No", + "no preference", + "Maybe" + ], + [ + "LEC001", + "19", + "Computer Science", + "53703", + "51.507351", + "-0.127758", + "sausage", + "cat", + "Yes", + "no preference", + "Yes" + ], + [ + "LEC001", + "21", + "Science: Biology/Life", + "53703", + "36", + "117", + "macaroni/pasta", + "dog", + "No", + "night owl", + "Maybe" + ], + [ + "LEC001", + "18", + "Engineering: Other", + "53706", + "41.902782", + "12.496365", + "pepperoni", + "dog", + "No", + "night owl", + "Yes" + ], + [ + "LEC001", + "18", + "Engineering: Industrial", + "53706", + "19.655041", + "-101.169891", + "pepperoni", + "dog", + "Yes", + "no preference", + "Maybe" + ], + [ + "LEC001", + "20", + "Business: Actuarial", + "53703", + "42.28", + "-83.74", + "mushroom", + "dog", + "No", + "night owl", + "Yes" + ], + [ + "LEC001", + "19", + "Business: Information Systems", + "53703", + "39.481655", + "-106.038353", + "macaroni/pasta", + "dog", + "Yes", + "night owl", + "Yes" + ], + [ + "LEC001", + "20", + "Business: Other|Business: Accounting", + "53703", + "31.230391", + "121.473701", + "pepperoni", + "cat", + "Yes", + "no preference", + "No" + ], + [ + "LEC001", + "19", + "Engineering: Mechanical", + "53706", + "35.142441", + "-223.154297", + "green pepper", + "neither", + "Yes", + "night owl", + "Yes" + ], + [ + "LEC001", + "", + "Engineering: Mechanical", + "53715", + "19.8968", + "155.5828", + "pepperoni", + "dog", + "No", + "night owl", + "No" + ], + [ + "LEC001", + "21", + "Computer Science", + "53703", + "43.21518", + "-87.94241", + "pepperoni", + "dog", + "No", + "no preference", + "Maybe" + ], + [ + "LEC001", + "22", + "Engineering: Mechanical", + "53703", + "47.497913", + "19.040236", + "pepperoni", + "dog", + "No", + "no preference", + "No" + ], + [ + "LEC001", + "20", + "Business andministration", + "53703", + "37.389091", + "-5.984459", + "pineapple", + "dog", + "Yes", + "night owl", + "Maybe" + ], + [ + "LEC001", + "20", + "Computer Science", + "53703", + "40.7128", + "74.006", + "pepperoni", + "dog", + "Yes", + "night owl", + "Maybe" + ], + [ + "LEC001", + "22", + "Engineering: Mechanical", + "53726", + "36.97447", + "122.02899", + "pepperoni", + "dog", + "No", + "no preference", + "Yes" + ], + [ + "LEC001", + "19", + "Data Science", + "53703", + "41", + "87", + "sausage", + "dog", + "No", + "no preference", + "No" + ], + [ + "LEC001", + "20", + "Science: Other|Environmental Science", + "53715", + "41.878113", + "-87.629799", + "green pepper", + "cat", + "No", + "early bird", + "No" + ], + [ + "LEC001", + "24", + "Economics", + "53703", + "40", + "-90", + "pineapple", + "dog", + "No", + "night owl", + "Yes" + ], + [ + "LEC001", + "", + "Data Science", + "53706", + "40.416775", + "-3.70379", + "none (just cheese)", + "dog", + "Yes", + "no preference", + "Yes" + ], + [ + "LEC001", + "37", + "Data Science", + "53718", + "43.073051", + "-89.40123", + "green pepper", + "dog", + "No", + "no preference", + "Maybe" + ], + [ + "LEC001", + "21", + "Data Science", + "53703", + "30.572351", + "121.776761", + "pepperoni", + "cat", + "No", + "night owl", + "Maybe" + ], + [ + "LEC001", + "22", + "consumer behavior and marketplace studies", + "53715", + "43.653225", + "-79.383186", + "mushroom", + "cat", + "Yes", + "night owl", + "No" + ], + [ + "LEC001", + "20", + "Computer Science", + "53715", + "41", + "-87", + "Other", + "dog", + "No", + "night owl", + "Yes" + ], + [ + "LEC001", + "17", + "Statistics", + "53715", + "43.0722", + "89.4008", + "pineapple", + "dog", + "No", + "early bird", + "Maybe" + ], + [ + "LEC001", + "20", + "Economics", + "53715", + "27.99942", + "120.66682", + "pepperoni", + "dog", + "Yes", + "early bird", + "No" + ], + [ + "LEC001", + "19", + "Mathematics/AMEP", + "53711", + "45.85038", + "-84.616989", + "pineapple", + "cat", + "No", + "night owl", + "Yes" + ], + [ + "LEC001", + "23", + "Economics", + "53703", + "43.07348", + "-89.38089", + "pepperoni", + "dog", + "No", + "night owl", + "Yes" + ], + [ + "LEC001", + "29", + "Business: Other|Technology Strategy/ Product Management", + "53705", + "37.386051", + "-122.083855", + "Other", + "cat", + "No", + "no preference", + 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Southwest wind 10 to 15 mph, with gusts as high as 30 mph." + }, + { + "number": 2, + "name": "Tonight", + "startTime": "2022-10-21T18:00:00-05:00", + "endTime": "2022-10-22T06:00:00-05:00", + "isDaytime": false, + "temperature": 47, + "temperatureUnit": "F", + "temperatureTrend": null, + "windSpeed": "5 to 10 mph", + "windDirection": "SW", + "icon": "https://api.weather.gov/icons/land/night/few?size=medium", + "shortForecast": "Mostly Clear", + "detailedForecast": "Mostly clear, with a low around 47. Southwest wind 5 to 10 mph." + }, + { + "number": 3, + "name": "Saturday", + "startTime": "2022-10-22T06:00:00-05:00", + "endTime": "2022-10-22T18:00:00-05:00", + "isDaytime": true, + "temperature": 74, + "temperatureUnit": "F", + "temperatureTrend": null, + "windSpeed": "10 to 15 mph", + "windDirection": "S", + "icon": "https://api.weather.gov/icons/land/day/few?size=medium", + "shortForecast": "Sunny", + "detailedForecast": "Sunny, with a high near 74. South wind 10 to 15 mph." + }, + { + "number": 4, + "name": "Saturday Night", + "startTime": "2022-10-22T18:00:00-05:00", + "endTime": "2022-10-23T06:00:00-05:00", + "isDaytime": false, + "temperature": 58, + "temperatureUnit": "F", + "temperatureTrend": null, + "windSpeed": "15 mph", + "windDirection": "S", + "icon": "https://api.weather.gov/icons/land/night/few?size=medium", + "shortForecast": "Mostly Clear", + "detailedForecast": "Mostly clear, with a low around 58. South wind around 15 mph, with gusts as high as 30 mph." + }, + { + "number": 5, + "name": "Sunday", + "startTime": "2022-10-23T06:00:00-05:00", + "endTime": "2022-10-23T18:00:00-05:00", + "isDaytime": true, + "temperature": 74, + "temperatureUnit": "F", + "temperatureTrend": "falling", + "windSpeed": "15 to 20 mph", + "windDirection": "S", + "icon": "https://api.weather.gov/icons/land/day/sct?size=medium", + "shortForecast": "Mostly Sunny", + "detailedForecast": "Mostly sunny. High near 74, with temperatures falling to around 69 in the afternoon. South wind 15 to 20 mph, with gusts as high as 30 mph." + }, + { + "number": 6, + "name": "Sunday Night", + "startTime": "2022-10-23T18:00:00-05:00", + "endTime": "2022-10-24T06:00:00-05:00", + "isDaytime": false, + "temperature": 63, + "temperatureUnit": "F", + "temperatureTrend": null, + "windSpeed": "20 mph", + "windDirection": "S", + "icon": "https://api.weather.gov/icons/land/night/tsra_hi,40?size=medium", + "shortForecast": "Chance Showers And Thunderstorms", + "detailedForecast": "A chance of showers and thunderstorms after 7pm. Mostly cloudy, with a low around 63. South wind around 20 mph, with gusts as high as 35 mph. Chance of precipitation is 40%." + }, + { + "number": 7, + "name": "Monday", + "startTime": "2022-10-24T06:00:00-05:00", + "endTime": "2022-10-24T18:00:00-05:00", + "isDaytime": true, + "temperature": 73, + "temperatureUnit": "F", + "temperatureTrend": "falling", + "windSpeed": "15 to 20 mph", + "windDirection": "S", + "icon": "https://api.weather.gov/icons/land/day/rain_showers,40/rain_showers,50?size=medium", + "shortForecast": "Chance Rain Showers", + "detailedForecast": "A chance of rain showers. Mostly cloudy. High near 73, with temperatures falling to around 64 in the afternoon. South wind 15 to 20 mph, with gusts as high as 30 mph. Chance of precipitation is 50%." + }, + { + "number": 8, + "name": "Monday Night", + "startTime": "2022-10-24T18:00:00-05:00", + "endTime": "2022-10-25T06:00:00-05:00", + "isDaytime": false, + "temperature": 52, + "temperatureUnit": "F", + "temperatureTrend": null, + "windSpeed": "10 to 15 mph", + "windDirection": "SW", + "icon": "https://api.weather.gov/icons/land/night/rain_showers,50?size=medium", + "shortForecast": "Chance Rain Showers", + "detailedForecast": "A chance of rain showers. Mostly cloudy, with a low around 52. Southwest wind 10 to 15 mph, with gusts as high as 30 mph. Chance of precipitation is 50%. New rainfall amounts less than a tenth of an inch possible." + }, + { + "number": 9, + "name": "Tuesday", + "startTime": "2022-10-25T06:00:00-05:00", + "endTime": "2022-10-25T18:00:00-05:00", + "isDaytime": true, + "temperature": 59, + "temperatureUnit": "F", + "temperatureTrend": "falling", + "windSpeed": "5 to 10 mph", + "windDirection": "SW", + "icon": "https://api.weather.gov/icons/land/day/rain_showers,50/rain_showers,40?size=medium", + "shortForecast": "Chance Rain Showers", + "detailedForecast": "A chance of rain showers. Mostly cloudy. High near 59, with temperatures falling to around 51 in the afternoon. 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Chance of precipitation is 20%." + }, + { + "number": 13, + "name": "Thursday", + "startTime": "2022-10-27T06:00:00-05:00", + "endTime": "2022-10-27T18:00:00-05:00", + "isDaytime": true, + "temperature": 53, + "temperatureUnit": "F", + "temperatureTrend": "falling", + "windSpeed": "5 to 10 mph", + "windDirection": "W", + "icon": "https://api.weather.gov/icons/land/day/bkn?size=medium", + "shortForecast": "Partly Sunny", + "detailedForecast": "Partly sunny. High near 53, with temperatures falling to around 48 in the afternoon." + }, + { + "number": 14, + "name": "Thursday Night", + "startTime": "2022-10-27T18:00:00-05:00", + "endTime": "2022-10-28T06:00:00-05:00", + "isDaytime": false, + "temperature": 39, + "temperatureUnit": "F", + "temperatureTrend": "rising", + "windSpeed": "5 mph", + "windDirection": "SE", + "icon": "https://api.weather.gov/icons/land/night/bkn?size=medium", + "shortForecast": "Mostly Cloudy", + "detailedForecast": "Mostly cloudy. Low around 39, with temperatures rising to around 45 overnight." + } + ] + } +} \ No newline at end of file -- GitLab