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