Teaching: Datasets for classes

Data for courses

Forest Fire data
- http://archive.ics.uci.edu/ml/machine-learning-databases/forest-fires/forestfires.csv
- http://archive.ics.uci.edu/ml/machine-learning-databases/forest-fires/forestfires.names
- http://www.dsi.uminho.pt/~pcortez/fires.pdf
Baseball Hitting Statistics
- http://www.seanlahman.com/baseball-archive/statistics/
- Lahman_Batting2018.csv
- Lahman_Batting2021.csv
- Lahman_People2021.csv
Yearly Mean Sunspots
- http://www.sidc.be/silso/infosnytot
- sunspots_yearly.csv
Ohio Behavioral Risk Factor Surveillance System
- https://www.cdc.gov/brfss/annual_data/annual_2018.html
- https://www.cdc.gov/brfss/annual_data/2018/pdf/codebook18_llcp-v2-508.pdf
- ohioBRFSS2018.csv
Census Bureau - Retail Trade and Food Services
- https://www.census.gov/econ/currentdata/dbsearch?program=MRTS&startYear=1992&endYear=2019&categories=44X72&dataType=SM&geoLevel=US&adjusted=1&notAdjusted=1&submit=GET+DATA&releaseScheduleId=
- monthlyRetailNSA.xls
- monthlyRetailNSA.csv
Weekly US Unemployment Insurance Claims (funky format)
- usUnemploymentClaims.csv
Opioid deaths from CDC and related
- stateOpioidDeaths2012.csv
- stateOpioidDeaths2017.csv
- state_Opioid_Deaths2019.csv
- state_abb_codes.csv
- censusRegions.csv
- marchStateUnemployment.csv
- gasoline_prices.csv
Cincinnati Weather Forecast
- Data Expo 2018
- cincy2016forecast.txt
Facebook Metrics
- dataset_Facebook.csv
- Facebook_metrics.txt
- https://archive.ics.uci.edu/ml/datasets/Facebook+metrics
Gapminder Data
- Income, life expectancy, happiness, human development index, population, and mapping of countries to regions. Most recent observed data is 2018, hence the file name.
- gapminder2018.RData
- https://www.gapminder.org/data/
Ohio Population Estimates (2019)
- Extracted from the American Community Survey
- Population estimate for each county, stratified by age groups
- OhioCountyPopulation_byAge2019.csv
Ohio Population from 2020 Census
- Extracted from Original census record (CSV).
- Population estimate for each county, stratified by age groups
- OhioCountyPopulation_byAge2020.csv
Popular baby names in the USA from 1880 to 2020.
- usBabyNames1880_2020.csv
- Obtained from Kaggle, originally from the US Social Security Administration
Palmer penguins data for STA 308
- Data munged from original Palmer penguins data for use in class
- palmer_penguins.csv
- penguins2007.csv
- penguins2008.txt
- penguins2009.RData
University League Tables
- Data from: “University league tables have no legs to stand on” by Adrian Barnett, Elizabeth Gadd
- senior_expert_ratings_tall.csv in a “tall” format
- senior_expert_ratings_wide.csv in a “wide” format
Sports Viewership Data
- viewership_data.csv
- Data to mimic the first plot from fivethirtyeight: https://fivethirtyeight.com/features/how-massive-the-nfl-really-is-in-4-charts/
- Data was obtained via wikipedia for the various sports
Automobile Fuel Efficiency
- auto-mpg-data-original.txt
- Originally from: https://archive.ics.uci.edu/dataset/9/auto+mpg
Fabricated toy dataset of Bachelor of Arts - Data Analytics students
- CSV Format: bada_students_csv.txt
- Space Separated: bada_students_tab.txt
- Fixed Width: bada_students_fwf.txt
Natality and Population in time
- Data is from the US Census and CDC - by year and other demographic information
- CDC Natality: natalityInTime0122.RData
- US Census Bureau Population Estimates: census_population_by_age_sex.csv
Stephen Curry game-level statistics in the playoffs
- From Basketball reference
- Data: stephCurryPlayoffs.csv
CDC Flu & Pneumonia Mortality
- 2018: fluPneumonia_2018.csv
- 2021: fluPneumonia_2021.csv

Teaching: Datasets for classes

Data for courses

Data for STA 363 and 672