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Logo for the TidyTuesday project, represented by the word TidyTuesday over a messy splash of black paint

About TidyTuesday

  • TidyTuesday is a weekly social data project. All are welcome to participate! Please remember to share the code used to generate your results!
  • TidyTuesday is organized by the Data Science Learning Community. Join our Slack for free online help with R, Python, and other data-related topics, or to participate in a data-related book club!

Goals

Our over-arching goal for TidyTuesday is to make it easier to learn to work with data, by providing real-world datasets.

Our goal for 2023-2024 is to increase usage of #TidyTuesday within classrooms. We would like to be used in at least 10 courses by September 2024. If you are using TidyTuesday to teach data-related skills, please let us know!


How to Participate

  • Data is posted to social media every Monday morning. Follow the instructions in the new post for how to download the data.
  • Explore the data, watching out for interesting relationships. We would like to emphasize that you should not draw conclusions about causation in the data. There are various moderating variables that affect all data, many of which might not have been captured in these datasets. As such, our suggestion is to use the data provided to practice your data tidying and plotting techniques, and to consider for yourself what nuances might underlie these relationships.
  • Create a visualization, a model, a shiny app, or some other piece of data-science-related output, using R or another programming language.
  • Share your output and the code used to generate it on social media with the #TidyTuesday hashtag.

You can also curate a dataset for a future TidyTuesday!


DataSets

Week Date Data Source Article
1 2024-01-02 Bring your own data to start 2024!
2 2024-01-09 Canadian NHL Player Birth Dates Statistics Canada, NHL team list endpoint, NHL API Are Birth Dates Still Destiny for Canadian NHL Players?
3 2024-01-16 US Polling Places 2012-2020 Center for Public Integrity National data release sheds light on past polling place changes
4 2024-01-23 Educational attainment of young people in English towns The UK Office for National Statistics Why do children and young people in smaller towns do better academically than those in larger towns?
5 2024-01-30 Groundhog predictions Groundhog-day.com API Groundhog-day.com Predictions by Year
6 2024-02-06 World heritage sites UNESCO World Heritage Sites 1 dataset 100 visualizations
7 2024-02-13 Valentine's Day consumer data Valentine's Days consumer survey data National Retail Federation Valentine's Day Data Center
8 2024-02-20 R Consortium ISC Grants R Consortium ISC Funded Projects R Consortium ISC Call for Proposals 2024
9 2024-02-27 Leap Day Wikipedia: February 29 Wikipedia: February 29
10 2024-03-05 Trash Wheel Collection Data Healthy Harbor Trash Wheel Collection Data Mr. Trash Wheel
11 2024-03-12 Fiscal Sponsors Fiscal Sponsor Directory Fiscal Sponsor Directory facts
12 2024-03-19 X-Men Mutant Moneyball Mutant Moneyball Data Mutant moneyball: a data-driven ultimate X-Men
13 2024-03-26 NCAA Men's March Madness Men's March Madness Data Bracketology: predicting March Madness
14 2024-04-02 Du Bois Visualization Challenge 2024 Week 10 Data Du Bois Visualization Challenge: 2024
15 2024-04-09 2023 & 2024 US Solar Eclipses NASA's Scientific Visualization Studio cities-eclipse-2024.json, NASA's Scientific Visualization Studio cities-eclipse-2023.json The 2023 and 2024 Solar Eclipses: Map and Data
16 2024-04-16 Shiny Packages shiny on CRAN ShinyConf2024: The Future is Shiny
17 2024-04-23 Objects Launched into Space Our World in Data: Annual number of objects launched into space UN Office for Outer Space Affairs: Online index of objects launched into outer space
18 2024-04-30 Worldwide Bureaucracy Indicators World Bank Data Catalog: Worldwide Bureaucracy Indicators Introducing the Worldwide Bureaucracy Indicators
19 2024-05-07 Rolling Stone Album Rankings Rolling Stone 500 What Makes an Album the Greatest of All Time
20 2024-05-14 The Great American Coffee Taste Test James Hoffmann and Cometeer Great American Coffee Taste Test Survey Great American Coffee Taste Test Breakdown
21 2024-05-21 Carbon Majors emissions data CarbonMajors dataset CarbonMajors
22 2024-05-28 Lisa's Vegetable Garden Data {gardenR} package Macalester College COMP/STAT 112 Tutorials
23 2024-06-04 Cheese cheese.com cheese.com site and blog
24 2024-06-11 Campus Pride Index Campus Pride Index search results Campus Pride Index
25 2024-06-18 US Federal Holidays Wikipedia Federal holidays in the United States Wikipedia Federal holidays in the United States
26 2024-06-25 tidyRainbow Datasets tidyRainbow LGBTQ Movie Database tidyRainbow Datasets
27 2024-07-02 TidyTuesday Datasets ttmeta package ttmeta package
28 2024-07-09 David Robinson's TidyTuesday Functions funspotr examples Network Visualizations of Code Collections
29 2024-07-16 English Women's Football The English Women's Football (EWF) Database, May 2024 The English Women's Football (EWF) Database, May 2024
30 2024-07-23 American Idol data American Idol data American Idol data
31 2024-07-30 Summer Movies IMDb non-commercial datasets IMDb's 2023 Summer Movie Guide
32 2024-08-06 Olympic Medals Kaggle Olypmic history data Financial Times Tokyo Olypmics analysis
33 2024-08-13 World's Fairs List of world expositions (Wikipedia) World's fair (Wikipedia)
34 2024-08-20 English Monarchs and Marriages A list of Monarchs by marriage monarchs and marriages
35 2024-08-27 The Power Rangers Franchise Power Rangers: Seasons and episodes data National Power Rangers Day (August 28)
36 2024-09-03 Stack Overflow Annual Developer Survey 2024 Stack Overflow Annual Developer Survey 2024 Stack Overflow Annual Developer Survey Results
37 2024-09-10 Economic Diversity and Student Outcomes Opportunity Insights: College-Level Data for 139 Selective American Colleges Economic diversity and student outcomes at the University of Texas at Dallas
38 2024-09-17 Shakespeare Dialogue The Complete Works of William Shakespeare shakespeare
39 2024-09-24 International Mathematical Olympiad (IMO) Data IMO Team and Individual Results Global Map of 2024 International Mathematical Olympiad Scores
40 2024-10-01 Chess Game Dataset (Lichess) Chess Game Dataset (Lichess) Beginner's Guide: Data Visualization with Python
41 2024-10-08 National Park Species NPSpecies - The National Park Service biodiversity database NPSpecies with Julia & Tidier
42 2024-10-15 Southern Resident Killer Whale Encounters Center for Whale Research Web Scraping & Mapping {orcas} Encounters
43 2024-10-22 The CIA World Factbook usdatasets R package The World Factbook
44 2024-10-29 Monster Movies IMDb non-commercial datasets Why Do People Like Horror Films? A Statistical Analysis
45 2024-11-05 Democracy and Dictatorship democracyData R Package Regime types and regime change: A new dataset on democracy, coups, and political institutions
46 2024-11-12 ISO Country Codes ISOcodes R Package ISO 3166 on Wikipedia
47 2024-11-19 Bob's Burgers Episodes bobsburgersR R Package Bob’s Burgers Episode Fingerprints by Season
48 2024-11-26 U.S. Customs and Border Protection (CBP) Encounter Data U.S. Customs and Border Protection U.S. Border Patrol Encounters
49 2024-12-03 National Highways Traffic Flow WebTRIS Traffic Flow API National Highways
50 2024-12-10 The Scent of Data - Exploring the Parfumo Fragrance Dataset Parfumo Fragrance Dataset Perfumes at parfumo
51 2024-12-17 Dungeons and Dragons Spells (2024) D&D Free Rules (2024), Spell Descriptions Start Playing Today with the 2024 D&D Free Rules
52 2024-12-24 Global Holidays and Travel WorldPop Hub Global holiday datasets for understanding seasonal human mobility and population dynamics
53 2024-12-31 James Beard Awards James Beard Foundation Awards Search James Beard Foundation Awards

Citing TidyTuesday

To cite the TidyTuesday repo/project in publications use:

Data Science Learning Community (2024). Tidy Tuesday: A weekly social data project. https://tidytues.day

A BibTeX entry for LaTeX users is

  @misc{tidytuesday, 
    title = {Tidy Tuesday: A weekly social data project}, 
    author = {Data Science Learning Community}, 
    url = {https://tidytues.day}, 
    year = {2024} 
  }

Note: If you would like to cite the tidytuesdayR package, you should use citation("tidytuesdayR") instead.


Contributing

PLease see our contributing guide for ways that you can help!