Tidy Tuesday

๐Ÿ’ป

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 ๐Ÿง

GBBO data courtesy of the {bakeoff} package

gbbo


2022 week 26 - UK gender pay gap ๐Ÿ’ท

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

ten_pounds

twenty_pounds


2022 week 24 - US drought data ๐Ÿ‡บ๐Ÿ‡ธ

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

us_droughts


2022 week 23 - Pride Corporate Accountability ๐Ÿณ๏ธโ€๐ŸŒˆ

Pride Corporate Accountability data courtesy of Data For Progress

pride_hypocrites


2022 week 21 - Women’s Rugby ๐Ÿ‰

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

rugby_sevens


2022 week 3 - Chocolate ratings ๐Ÿซ

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

choc_ratings


2022 week 2 - Bee colonies ๐Ÿ

Bee colony data courtesy of USDA

bee_colonies


2022 week 1 - Relative Age Effect in Football โšฝ๏ธ

Football data courtesy of transfermarkt via {worldfootballR} package

football_rae


2021

2021 week 52 - Starbucks Coffees โ˜•๏ธ

Starbucks data courtesy of PythonCoderUnicorn via Starbucks Coffee Company

starbucks


2021 week 51 - Spice Girls ๐Ÿ‡ฌ๐Ÿ‡ง๐ŸŽค

Spice Girls data courtesy of Jacquie Tran

spice_girls


2021 week 50 - World Spider Database ๐Ÿ•ท

Spider data courtesy of World Spider Database

spiders


2021 week 49 - ODI cricket data (1996-2005) ๐Ÿ

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

cricket_odi


2021 week 48 - Doctor Who episode data ๐Ÿš€๐Ÿ“บ

Doctor Who data courtesy of datardis

afrilearn


2021 week 46 - Learning with afrilearndata ๐ŸŒ๐Ÿ’ป

afrilearndata data courtesy of afrilearndata and afrihealthsites

afrilearn


2021 week 44 - Ultra trail running ๐Ÿƒโ€โ™€๏ธ

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

utmb


2021 week 43 - Giant pumpkins ๐ŸŽƒ

Giant pumpkin data from BigPumpkins.com

giant_pumpkins_med
giant_pumpkins_max_19102021


2021 week 42 - Global Seafood ๐ŸŸ

Global fishing data from OurWorldinData.org

global_fishing


2021 week 41 - US registered nurses ๐Ÿฅ

US Nurse data from Data.World

emmys


2021 week 39 - Emmy awards ๐Ÿ†

Emmy award data from emmys.com

emmys


2021 week 38 - US Billboard 100 ๐ŸŽผ

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

us_billboard


2021 week 37 - Formula One ๐ŸŽ

Formula One data from Ergast API

formula_1

formula_1

formula_1


2021 week 36 - Australian bird baths ๐Ÿฆœ

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

aus_bird


2021 week 35 - Lorises ๐Ÿ™‰

Strepsirrhine primate data from the Duke Lemur Center

lemur


2021 week 34 - Star Trek voice commands ๐Ÿš€๐Ÿ––

Star Trek voice commands data from the SpeechInteraction.org

star_trek


2021 week 33 - BEA Infrastructure investment ๐Ÿ’ฐ

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

bea


2021 week 32 - Paralympics ๐Ÿ…๐Ÿ‡ฎ๐Ÿ‡ช

Paralympics data from the International Paralympic Committee

paralympics


2021 week 31 - Olympics ๐Ÿ…

Olympics data from Kaggle

summer_olympics_1
summer_olympics_2


2021 week 30 - US Droughts ๐ŸŒต

Data of US droughts from U.S. Drought Monitor

ca_droughts


2021 week 29 - Scooby Doo episodes ๐Ÿ•๐Ÿ‘ป

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

scooby_doo


2021 week 28 - Independence days ๐ŸŒ๐ŸŽ†

Independence Days data from Wikipedia thanks to Isabella Velasquez

independence_days


2021 week 27 - London animal rescues ๐Ÿฑ๐Ÿถ๐Ÿ‡บ๐Ÿ‡ธ

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

battersea_rescue


2021 week 26 - US Public Park access ๐ŸŒณ๐Ÿ‡บ๐Ÿ‡ธ

Park access data from The Trust for Public Land

ny_park_access
il_park_access


2021 week 25 - #DuBoisChallenge tweets โœŠ๐Ÿฟ

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

dubois_twitter


2021 week 24 - Great Lakes Fisheries ๐ŸŽฃ

Fishery data from Great Lakes Fishery Commission

great_lakes_fish


2021 week 23 - Survivor TV Show ๐Ÿ“บ๐Ÿ

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

Survivor


2021 week 22 - Mario Kart 64 ๐ŸŽ๐Ÿ

Mario Kart 64 World Records from Benedikt Claus & MKWR

mario_kart


2021 week 21 - Salary survey ๐Ÿ’ฐ

Salary survey data from Ask a Manager

salary_data


2021 week 20 - Internet usage ๐Ÿ’ป

US internet usage data from Microsoft

internet_usage


2021 week 19 - Water sources ๐Ÿ’ฆ

Water access points data from Water Point Data Exchange

water_sources


2021 week 18 - CEO departures ๐Ÿ“Š

CEO departure data from Gentry et al. 2021 & DataIsPlural

CEO_shows


2021 week 17 - Netflix Titles ๐Ÿ“บ

Netflix show data from Shivam Bansal (Kaggle)

netflix_shows


2021 week 16 - US Post Offices โœ‰๏ธ๐Ÿ“ช

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

us_post_offices


2021 week 15 - Deforestation ๐ŸŒณ๐Ÿชต

Deforestation data from Our World in Data

deforestation


2021 week 14 - Make up shades ๐Ÿ’„

Makeup shades data from The Pudding | See original article here

makeup_shades


2021 week 13 - UN votes ๐ŸŒ๐ŸŒ

UN voting data from Harvard Dataverse

UN vote


2021 week 12 - Video Games ๐Ÿ‘พ

Video game data from the video game distribution service Steam

Steam_gaming


2021 week 11 - Bechdel Test ๐ŸŽฅ๐Ÿ™‹โ€โ™€๏ธ

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

Bechdel Test

Dr Jamie Hudson
Dr Jamie Hudson
Data Scientist ๐Ÿ“Š๐Ÿง™

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