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๐Ÿ“Š My contributions to the #TidyTuesday challenge

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 #TidyTuesday Contributions 

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My contributions to the #TidyTuesday challenge, a weekly social data project that focusses on understanding how to summarize and arrange data to make meaningful and/or beautiful charts with

and other tools that are part of the
ecosystem. The project was founded in 2018 by Thomas Mock and organized by the R4DS ("
for Data Science") online learning community
. The intent is to provide a safe and supportive forum to practice their wrangling and data visualization skills.

โŒ no Illustrator or Photoshop was harmed during the making of these visualizations.
๐Ÿ’ฏ certified ggplot quality.

Feedback is very welcome via Twitter or mail.

Contributions in chronological order (click to expand)

2021/09 ๐Ÿ‘จโ€๐Ÿ’ผ๐Ÿ‘ฉโ€๐Ÿ’ผ Employments and Earnings by BLS


2021/02 ๐Ÿš‡ Transit-Infrastructure Costs by Transit Costs Project


2021/01 ๐Ÿ“ˆ Usage of
Functions by me


2020/52 ๐Ÿ”๏ธ Big Mac Index by The Economist


Animated Version

2020/51 ๐Ÿ‹๏ธ Ninja Warrior by Data.World


2020/48 ๐Ÿฅพ Washington Trails by WAT


2020/46 ๐Ÿ“ฑ Historical Phones by


2020/43 ๐Ÿป Great American Beer Festival by GABF


2020/44 ๐ŸŒฌ๏ธ Canadian Wind Turbines by Government of Canada


2020/42 ๐Ÿฆ– The Datasaurus Dozen by Alberto Cairo


2020/36 ๐ŸŒพ Global Crop Yields by Our World in Data

๐Ÿ”— Have a look at the Shiny App in Action!


2020/41 ๐Ÿ€ NCAA Women's Basketball by FiveThirtyEight


2020/38 ๐Ÿ’Š Children Public Health Efforts by Urban Institute


2020/37 ๐Ÿ‘ฏ FRIENDS Transcripts by Emil Hvitfeldt


2020/34 ๐ŸŒฑ Extinct Plants by IUCN Red List

./plots/2020_34/2020_34_ExtinctPlants_3_legend_standalone_1.png ./plots/2020_34/2020_34_ExtinctPlants_1_poster_SouthAmerica_1.png

2020/33 โš”๏ธ Avatar: The Last Airbender by {appa}


2020/32 โšก European Energy by Eurostat


2020/31 ๐Ÿง Palmer Penguins by Gorman, Williams and Fraser (2014)


2020/30 ๐Ÿ˜ฟ Australian Animal Outcomes by RSPCA


2020/29 ๐Ÿ‘จโ€๐Ÿš€ Astronaut Database by Stavnichuk & Corlett (2020)


2020/28 โ˜•๏ธ Coffee Ratings by Coffee Quality Institute


2020/27 ๐Ÿฆธ๏ธ Uncanny X-Men by Claremont Run Project


2020/26 ๐ŸฆŒ๏ธ Caribou Locations by Movebank


2020/25 ๐Ÿ•Š๏ธ American Slavery and Juneteenth by U.S. Census


2020/23 ๐Ÿ”ด Marble Races by Jelle's Marble Runs


Week 2020/22 ๐Ÿน 50 Most Popular Cocktails 2020 by Drinks International & Kaggle


Week 2020/21 ๐Ÿ Beach Volleyball by BigTimeStats


Week 2020/20 ๐ŸŒ‹ Volcano Eruptions by Smithsonian


Week 2020/19 ๐Ÿป Animal Crossing by Metacritic

./plots/2020_19/2020_19_AnimalCrossing_alt_50.png ./plots/2020_19/2020_19_AnimalCrossing.png

Week 2020/18 ๐ŸŽญ๏ธ Broadway Musicals (RTFM Edition) by Playbill


Week 2020/16 ๐ŸŽ™๏ธ Best Hip-Hop Songs of All Time by BBC Music


Week 2020/15 ๐Ÿšต Tour de France via the {tdf} data package


Week 2020/14 ๐Ÿบ Beer Production by TTB


Week 2020/12 ๐Ÿข The Office by IMDb via


Week 2020/08 ๐Ÿ– Foot Carbon Footprints by FAO via nu3


Week 2020/07 ๐Ÿ›๏ธ Hotel Bookings by Antonio, Almeida & Nunes 2019


Week 2020/05 ๐ŸŒณ San Francisco Trees by


Week 2020/04 ๐ŸŽถ Spotify Songs by Spotify via {spotifyr}


Week 2020/03 ๐Ÿ”‘ Passwords by Knowledge Is Beautiful


Week 2020/02 ๐Ÿ”ฅ Australian Fires by NASA FIRMS


Week 2020/01 โ„๏ธ๏ธ White Christmas in Berlin by Deutscher Wetterdienst


Week 2019/38 ๐Ÿž๏ธ US National Park Visits by


Week 2019/52 ๐ŸŽ„ Christmas Songs by Billboard Top 100


Week 2019/51 ๐Ÿฉ Adoptable Dogs by and


Week 2019/50 ๐ŸŽค Replicating Plots by Matt Daniels in R


Week 2018/33 ๐Ÿฅ Malaria by


Week 2018/03 โšฑ๏ธ Global Mortality by


Week 2019/44๏ธ ๐Ÿฟ๏ธ NYC Squirrels by Squirrel Census


Week 2019/42๏ธ ๐Ÿš˜ Big Cars by EPA


Week 2019/40๏ธ ๐Ÿ• Pizza Ratings by Jared Lander & Bartools Sports


Week 2019/39๏ธ ๐Ÿซ๏ธ School Diversity by NCES


Week 2019/36๏ธ ๐Ÿ–ฅ๏ธ Moore's Law by Wikipedia


Week 2019/35๏ธ ๐Ÿ’› Simpsons Guest Stars by Wikipedia


Week 2019/34๏ธ โ˜ข๏ธ Nuclear Explosions by SIPRI


Week 2019/33๏ธ ๐ŸŒฟ Roman Emperors by Wikipedia


Week 2019/28๏ธ โšฝ FIFA Women's World Cups by

./plots/2019_28/2019_28_FIFA_WWCs.png ./plots/2019_28/2019_28_FIFA_WWCs_stellar_teaser.png

Week 2019/27๏ธ ๐Ÿ’ฐ Media Franchise Revenues by Wikipedia


Week 2019/25 ๐Ÿฆ Christmas Bird Counts by Bird Studies Canada


Week 2019/24 ๐ŸŒ  Meteorites by NASA


Week 2019/22 ๐Ÿท๏ธ Wine Ratings by Vivino


Week 2019/21๏ธ ๐Ÿšฎ Global Plastic Waste by


Week 2019/20 ๐ŸŽ–๏ธ Nobel Prize Winners by Harvard Dataverse


Week 2019/19๏ธ ๐Ÿ‘จโ€๐Ÿซ Global Student to Teachers Ratios by UNESCO's "eAtlas of Teachers"


Week 2019/18๏ธ ๐Ÿฅ Chicago Bird Collisions by Winger et al. 2019


Week 2019/16๏ธ ๐Ÿ“Š Data Viz Mistakes by The Economist


Week 2019/14๏ธ ๐Ÿšด Seattle Bike Traffic by


Week 2019/17 ๐Ÿ‰ Anime Data by


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