TidyTuesday is a weekly project produced by the R4DS Online Learning Community where each week a raw dataset, chart, or article is posted. One is then able to tidy and explore the data, and produce a (hopefully) informative visualisation.

An important aspect of TidyTuesday is the following, taken directly from the TidyTuesday website:

We will have many sources of data and want to emphasize that no causation is implied. There are various moderating variables that affect all data, many of which might not have been captured in these datasets. As such, our guidelines are to use the data provided to practice your data tidying and plotting techniques. Participants are invited to consider for themselves what nuancing factors might underlie these relationships.

TidyTuesday is a lot of fun, and is often used to learn and improve R skills, data visualisation techniques, and connect with the R community!

Click here to view my GitHub repo with all of my contributions and accompanying R scripts for reproducibility

Year of viz: 2022 | 2021

2022

2022 week 43 - The Great British Bake Off 🧁

GBBO data courtesy of the {bakeoff} package

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2022 week 26 - UK gender pay gap 💷

UK gender pay gap data courtesy of gender-pay-gap.service.gov.uk

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2022 week 24 - US drought data 🇺🇸

Drought Conditions in the US data courtesy of National Integrated Drought Information System

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2022 week 23 - Pride Corporate Accountability 🏳️‍🌈

Pride Corporate Accountability data courtesy of Data For Progress

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2022 week 21 - Women’s Rugby 🏉

Women's rugby data courtesy of ScrumQueens thanks to Jacquie Tran.

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2022 week 3 - Chocolate ratings 🍫

Chocolate ratings data courtesy of Flavours of Cacao thanks to Georgios and Kelsey

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2022 week 2 - Bee colonies 🐝

Bee colony data courtesy of USDA

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2022 week 1 - Relative Age Effect in Football ⚽️

Football data courtesy of transfermarkt via {worldfootballR} package

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2021

2021 week 52 - Starbucks Coffees ☕️

Starbucks data courtesy of PythonCoderUnicorn via Starbucks Coffee Company

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2021 week 51 - Spice Girls 🇬🇧🎤

Spice Girls data courtesy of Jacquie Tran

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2021 week 50 - World Spider Database 🕷

Spider data courtesy of World Spider Database

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2021 week 49 - ODI cricket data (1996-2005) 🏏

One Day International cricket data courtesy of Hassanasir by way of ESPN Cricinfo

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2021 week 48 - Doctor Who episode data 🚀📺

Doctor Who data courtesy of datardis

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2021 week 46 - Learning with afrilearndata 🌍💻

afrilearndata data courtesy of afrilearndata and afrihealthsites

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2021 week 44 - Ultra trail running 🏃‍♀️

Ultra trail data courtesy of Benjamin Nowak by way of International Trail Running Association (ITRA)

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2021 week 43 - Giant pumpkins 🎃

Giant pumpkin data from BigPumpkins.com

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2021 week 42 - Global Seafood 🐟

Global fishing data from OurWorldinData.org

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2021 week 41 - US registered nurses 🏥

US Nurse data from Data.World

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2021 week 39 - Emmy awards 🏆

Emmy award data from emmys.com

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2021 week 38 - US Billboard 100 🎼

US Billboard data from Data.World by way of Sean Miller, Billboard.com and Spotify

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2021 week 37 - Formula One 🏎

Formula One data from Ergast API

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2021 week 36 - Australian bird baths 🦜

Bird bath data from Cleary et al., (2016) PLOS ONE 11(3): e0150899

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2021 week 35 - Lorises 🙉

Strepsirrhine primate data from the Duke Lemur Center

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2021 week 34 - Star Trek voice commands 🚀🖖

Star Trek voice commands data from the SpeechInteraction.org

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2021 week 33 - BEA Infrastructure investment 💰

U.S. Infrastructure investment data from the Bureau of Economic Analysis

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2021 week 32 - Paralympics 🏅🇮🇪

Paralympics data from the International Paralympic Committee

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2021 week 31 - Olympics 🏅

Olympics data from Kaggle

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2021 week 30 - US Droughts 🌵

Data of US droughts from U.S. Drought Monitor

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2021 week 29 - Scooby Doo episodes 🐕👻

Scooby Doo episode data from Kaggle thanks to manual data aggregation by plummye

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2021 week 28 - Independence days 🌍🎆

Independence Days data from Wikipedia thanks to Isabella Velasquez

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2021 week 27 - London animal rescues 🐱🐶🇺🇸

Animal rescue data from London.gov by way of Data is Plural and Georgios Karamanis

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2021 week 26 - US Public Park access 🌳🇺🇸

Park access data from The Trust for Public Land

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2021 week 25 - #DuBoisChallenge tweets ✊🏿

#DuBoisChallenge data from Anthony Starks, Allen Hillery, and Sekou Tyler

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2021 week 24 - Great Lakes Fisheries 🎣

Fishery data from Great Lakes Fishery Commission

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2021 week 23 - Survivor TV Show 📺🏝

Survivor data from Daniel Oehm who produced the {survivoR} package

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2021 week 22 - Mario Kart 64 🏎🏁

Mario Kart 64 World Records from Benedikt Claus & MKWR

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2021 week 21 - Salary survey 💰

Salary survey data from Ask a Manager

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2021 week 20 - Internet usage 💻

US internet usage data from Microsoft

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2021 week 19 - Water sources 💦

Water access points data from Water Point Data Exchange

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2021 week 18 - CEO departures 📊

CEO departure data from Gentry et al. 2021 & DataIsPlural

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2021 week 17 - Netflix Titles 📺

Netflix show data from Shivam Bansal (Kaggle)

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2021 week 16 - US Post Offices ✉️📪

US Post Office data from Blevins & Helbock, 2021, "US Post Offices", Harvard Dataverse

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2021 week 15 - Deforestation 🌳🪵

Deforestation data from Our World in Data

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2021 week 14 - Make up shades 💄

Makeup shades data from The Pudding | See original article here

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2021 week 13 - UN votes 🌐🌍

UN voting data from Harvard Dataverse

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2021 week 12 - Video Games 👾

Video game data from the video game distribution service Steam

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2021 week 11 - Bechdel Test 🎥🙋‍♀️

The Bechdel test is a measure of the representation of women in fiction