data

Welcome!

A repository for sharing datasets we use in our classes and keeping track of the topics for which they are useful.

Data Set Name	File Name	Codebook File	Useful For	Courses
Add Health Data	addhealth.csv	addhealth_codebook.md	logistic regression	155
Big Mac Data	bigmac.csv	bigmac_codebook.md	transformation of variables	155
Bikeshare Data	bikeshare.csv	coming soon	linear regression	155, 454
Bikeshare Data (v2)	bike_share.csv	coming soon	linear regression	253
Bikeshare rides w/ stations	2014-Q4-Trips-History-Data-Small.rds		wrangling time-related info	112
Bikeshare stations	DC-Stations.csv		spatial data	112
Board Games	boardgamegeeks.csv	boardgamegeeks_codebook.md	linear regression	155.
Himalayan climbing	climbers_sub.csv	climbers_sub_codebook.md	classification
College Data	college.csv	college_codebook.md	scale transformations of variables, interaction, meaningful outliers	155
CPS 2018	cps_2018.csv	cps_2018_codebook.md	linear regression, interaction, confounding	212
Crash Data	Crash.csv	crash_codebook.md	mapping	212
Dear Abby	dear_abby.csv	dear_abby_codebook.md	text analysis, viz	155
Election Data - County	election_2020_county.csv	election_2020_codebook.md	data viz	112
Election Data - State	election_2020_by_state.csv	election_2020_codebook2.md	data viz	112
FEV (Lung Function) and Smoking	fev.csv	fev_codebook.md	linear regression, transformations, confounding, interaction, DAGs	155
Grades and Courses	grades.csv, courses.csv	grades_courses_codebook.md	joins	112
JHU Course Evaluations	jhu_evals.csv	jhu_evals_codebook.md	data viz	155
High Peaks	high_peaks.csv	high_peaks_codebook.md	data viz	112
Home Sales in NY	homes.csv	codebook	data viz, linear regression	155
IMDB 5000 Messy	imdb_5000_messy.csv	imdb_5000_messy_codebook.md	data cleaning	112
Kiva loan partners	kiva_partners2.csv	kiva_partners2_codebook.xlsx	wrangling, joins	112
Kiva loans	kiva_loans_small.csv	kiva_loans_codebook.xlsx	wrangling, joins, dates	112
Macalester Natural Gas Data	MacNaturalGas.csv	MacNaturalGas_codebook.md	data viz, confounding	112
Macalester Registrar Data	registrar.csv	registrar_codebook.md	strings, regex	112
Mercury	Mercury.csv	MercuryReadme.rtf	regression	155
Mushrooms	mushrooms.csv	mushrooms_codebook.md	logistic regression, hypothesis testing	155
Powerlifting	powerlifting.csv	powerlifting_codebook.md	linear regression	155
Reddit Laughs	reddit-laughs.csv	reddit-laughs_codebook.md	data viz, wrangling	112
Resume Data	resume.csv	OpenIntro Codebook	logistic, inference	155
SFO Weather Data	sfo_weather.csv	sfo_weather_codebook.md	adv ggplot	212
Sleep Data	sleep_wide.csv	sleep_wide_codebook.md	reshaping	112, 454
Spotify Data	spotify_new.csv	see here	LASSO, linear regression	253
State-level SAT Scores	sat.csv	sat_codebook.md	multi viz, confounding	112
Starbucks Data	starbucks.csv	starbucks_codebook.md	spatial viz	112
Titanic	titanic.csv	titanic_codebook.md	logistic, prediction, DAGs	155
US Holiday Data	US_Holidays.csv	US_Holidays_codebook.md	joins, dates	112
Weather Data	weather_3_locations.csv	weather_3_locations_codebook.md	data viz	112, 155, 454
Weather in Canberra, Australia	weather_canberra.csv	see the weatherAUS data in the rattle package	linear regression	253
Weather in Melbourne, Australia	weather_melbourne.csv	see the weatherAUS data in the rattle package	linear regression	253
World Bank	worldbank.csv	worldbank_codebook.md	linear regression, data viz	155