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<h1 style="font-weight:normal" align="center">  #TidyTuesday Contributions  </h1> <div align="center">

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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 {ggplot2}, {tidyr}, {dplyr} and other tools that are part of the {tidyverse} ecosystem. The project was founded in 2018 by Thomas Mock and organized by the R4DS ("R for Data Science") online learning community. The intent is to provide a safe and supportive forum to practice their wrangling and data visualization skills.

DISCLAIMER:
❌ no Illustrator or Photoshop was harmed during the making of these visualizations.
💯 certified ggplot quality.

<details> <summary>Contributions in chronological order (click to expand)</summary>

Challenges 2018
- 2018/03 ⚱️ Global Mortality
- 2018/33 🏥 Malaria
Challenges 2019
- 2019/14 🚴 Seattle Bike Traffic️
- 2019/16 📊 The Economists' Data Viz Mistakes️
- 2019/17 🐉 Anime Data
- 2019/18 🐥 Chicago Bird Collisions️
- 2019/19 👨‍🏫 Global Student to Teachers Ratios️
- 2019/20 🎖️ Nobel Prize Winners
- 2019/21 🚮 Global Plastic Waste️
- 2019/22 🍷️ Wine Ratings
- 2019/24 🌠 Meteorites
- 2019/25 🐦 Christmas Bird Counts
- 2019/27 💰 Media Franchise Revenues️
- 2019/28 ⚽ FIFA Women's World Cup️
- 2019/33 🌿 Roman Emperors️
- 2019/34 ☢️ Nuclear Explosions️
- 2019/35 💛 Simpsons Guest Stars️
- 2019/36 🖥️ Moore's Law️
- 2019/38 🏞️ US National Park Visits
- 2019/39 🏫️ US School Diversity️
- 2019/40 🍕 NYC Pizza Ratings️
- 2019/42 🚘 Big Cars️
- 2019/44 🐿️ NYC Squirrels️
- 2019/50 🎤 Replicating Plots (Rap Edition)
- 2019/51 🐩 Adoptable Dogs
- 2019/52 🎄 Christmas Songs
Challenges 2020
- 2020/01 ❄️️ Bring Your Own Data: White Christmas in Berlin
- 2020/02 🔥 Australian Fires
- 2020/03 🔑 Passwords
- 2020/04 🎶 Spotify Songs: The Golden Age of Hip Hop
- 2020/05 🌳 San Francisco Trees
- 2020/07 🛏️ Hotel Bookings
- 2020/08 🍖 Foot Carbon Footprint
- 2020/12 🏢 The Office on IMDb
- 2020/14 🍺 Beer Production
- 2020/15 🚵 Tour de France History
- 2020/16 🎙️ Best Hip-Hop Songs of All Time
- 2020/18 🎭️ Broadway Musicals (RTFM Edition)
- 2020/19 🐻 Animal Crossing
- 2020/20 🌋 Volcano Eruptions
- 2020/21 🏐 Beach Volleyball
- 2020/22 🍹 50 Most Popular Cocktails 2020
- 2020/23 🔴 Marble Races
- 2020/25 🕊️ American Slavery and Juneteenth
- 2020/26 🦌️ Northern Caribou Movement
- 2020/27 🦸 Uncanny X-Men
- 2020/28 ☕️ Coffee Ratings
- 2020/29 👨‍🚀 Astronaut Database
- 2020/30 😿 Australian Animal Outcomes
- 2020/31 🐧 Palmer Penguins
- 2020/32 ⚡ European Energy
- 2020/33 ⚔️ Avatar: The Last Airbender
- 2020/34 🌱 Extinct Plants
- 2020/36 🌾 Global Crop Yields (Shiny App)
- 2020/37 👯 FRIENDS Transcripts
- 2020/38 💊 Children Public Health Efforts
- 2020/41 🏀 NCAA Women's Basketball
- 2020/42 🦖 The Datasaurus Dozen
- 2020/43 🍻 Great American Beer Festival
- 2020/44 🌬️ Canadian Wind Turbines
- 2020/46 📱 Historical Phones
- 2020/48 🥾 Washington Trails
- 2020/51 🏋️ Ninja Warrior
- 2020/52 🍔️ Big Mac Index
Challenges 2021
- 2021/01 📈 Bring Your Own Data: My geom + stat Usage
- 2021/02 🚇 Transit-Infrastructure Costs
- 2021/09 👩 U.S. Employment
- 2021/19 🚰 Water Access Points
- 2021/22 🍄 Mario Kart 64 World Records
- 2021/25 ✊🏾 #DuBoisChallenge Tweets
- 2021/27 👩‍🚒 Animal Rescues
Challenges 2022
- 2022/12 👶 Baby Names
- 2022/36 🟥 LEGO Database

</details>

2022/36 🟥 LEGO Database by rebrickable

./plots/2022_36/2022_36_LEGO_bricks_sd.png

2022/12 👶 Baby Names by SSA

./plots/2022_12/2022_12_Babynames_Diversity_all.png

2021/27 👩‍🚒 Animal Rescues by london.gov

./plots/2021_27/2021_27_AnimalRescues.png

2021/25 ✊🏾 #DuBoisChallenge Tweets by Anthony Starks, Allen Hillery & Sekou Tyler

./plots/2021_25/2021_25_DuBoisChallenge_mod.png

2021/22 🍄 Mario Kart 64 World Records by mkwrs.com

./plots/2021_22/2021_22_MarioKart.png

2021/19 ‍🚰 Water Access Points by WPDx

./plots/2021_19/2021_19_WaterPoints_collage_ggfx.png

2021/09 👨‍💼👩‍💼 Employments and Earnings by BLS

./plots/2021_09/2021_09_Employment.png

2021/02 🚇 Transit-Infrastructure Costs by Transit Costs Project

./plots/2021_02/2021_02_TransitCosts.png

2021/01 📈 Usage of `geom` & `stat` Functions by me

./plots/2021_01/2021_01_geomUsage.png

2020/52 🍔️ Big Mac Index by The Economist

./plots/2020_52/2020_52_BigMacIndex.png

Animated Version

2020/51 🏋️ Ninja Warrior by Data.World

./plots/2020_51/2020_51_NinjaWarrior.png

2020/48 🥾 Washington Trails by WAT

./plots/2020_48/2020_48_WashingtonTrails.png

2020/46 📱 Historical Phones by OurWorldInData.org

./plots/2020_46/2020_46_HistoricalPhones.png

2020/43 🍻 Great American Beer Festival by GABF

./plots/2020_43/2020_43_AmericanBeerFestival.png

2020/44 🌬️ Canadian Wind Turbines by Government of Canada

./plots/2020_44/2020_44_CanadianWindTurbines_h.png

2020/42 🦖 The Datasaurus Dozen by Alberto Cairo

./plots/2020_42/2020_42_Datasaurus.gif

2020/36 🌾 Global Crop Yields by Our World in Data

🔗 Have a look at the Shiny App in Action!

./plots/2020_36/2020_36_GlobalCropYields_preview.png

2020/41 🏀 NCAA Women's Basketball by FiveThirtyEight

./plots/2020_41/2020_41_NCAAWomensBasketball.png

2020/38 💊 Children Public Health Efforts by Urban Institute

./plots/2020_38/2020_38_KidSpendings.png

2020/37 👯 FRIENDS Transcripts by Emil Hvitfeldt

./plots/2020_37/2020_37_Friends.png

2020/34 🌱 Extinct Plants by IUCN Red List

./plots/2020_34/2020_34_ExtinctPlants_3_legend_standalone_1.png

2020/33 ⚔️ Avatar: The Last Airbender by {appa}

./plots/2020_31/2020_33/2020_33_AvatarLastAirbender.png

2020/32 ⚡ European Energy by Eurostat

./plots/2020_31/2020_32/2020_32_EuropeanEnergy.png

2020/31 🐧 Palmer Penguins by Gorman, Williams and Fraser (2014)

./plots/2020_31/2020_31_PalmerPenguins.png

2020/30 😿 Australian Animal Outcomes by RSPCA

./plots/2020_30/2020_30_AnimalOutcomes.png

2020/29 👨‍🚀 Astronaut Database by Stavnichuk & Corlett (2020)

./plots/2020_29/2020_29_Astronauts_blur_color.png

2020/28 ☕️ Coffee Ratings by Coffee Quality Institute

./plots/2020_20/2028_28_CoffeeRatings.png

2020/27 🦸️ Uncanny X-Men by Claremont Run Project

./plots/2020_27/2020_27_Xmen_annotated.png

2020/26 🦌️ Caribou Locations by Movebank

./plots/2020_26/2020_26_Caribous_full_title.png

2020/25 🕊️ American Slavery and Juneteenth by U.S. Census

./plots/2020_25/2020_25_AmericanSlavery.png

2020/23 🔴 Marble Races by Jelle's Marble Runs

./plots/2020_23/2020_23_MarbleRaces.png

Week 2020/22 🍹 50 Most Popular Cocktails 2020 by Drinks International & Kaggle

./plots/2020_22/2020_22_Cocktails.png

Week 2020/21 🏐 Beach Volleyball by BigTimeStats

./plots/2020_21/2020_21_BeachVolleyball.png

Week 2020/20 🌋 Volcano Eruptions by Smithsonian

./plots/2020_20/2020_20_Volcanoes_center2.png

Week 2020/19 🐻 Animal Crossing by Metacritic

./plots/2020_19/2020_19_AnimalCrossing_alt_50.png

Week 2020/18 🎭️ Broadway Musicals (RTFM Edition) by Playbill

./plots/2020_18/2020_18_BroadwayMusicals.png

Week 2020/16 🎙️ Best Hip-Hop Songs of All Time by BBC Music

./plots/2020_16/2020_16_BestRapArtists.png

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

./plots/2020_15/2020_15_TourDeFrance.png

Week 2020/14 🍺 Beer Production by TTB

./plots/2020_14/2020_14_BeerProduction_red.png

Week 2020/12 🏢 The Office by IMDb via data.world

./plots/2020_08/2020_12_TheOffice.png

Week 2020/08 🍖 Foot Carbon Footprints by FAO via nu3

./plots/2020_08/2020_08_CarbonFootprint_alt.png

Week 2020/07 🛏️ Hotel Bookings by Antonio, Almeida & Nunes 2019

./plots/2020_07/2020_07_HotelBookings.png

Week 2020/05 🌳 San Francisco Trees by data.sfgov.org

./plots/2020_05/2020_05_TreesSF.png

Week 2020/04 🎶 Spotify Songs by Spotify via {spotifyr}

./plots/2020_04/2020_04SpotifySongs.png

Week 2020/03 🔑 Passwords by Knowledge Is Beautiful

./plots/2020_03/2020_03_Passwords.png

Week 2020/02 🔥 Australian Fires by NASA FIRMS

./plots/2020_02/2020_02_AustralianFires.png

Week 2020/01 ❄️️ White Christmas in Berlin by Deutscher Wetterdienst

./plots/2020_01/2020_01_WhiteXmasBerlin.png

Week 2019/38 🏞️ US National Park Visits by data.world

./plots/2019_38/2019_38_NationalParks.png

Week 2019/52 🎄 Christmas Songs by Billboard Top 100

./plots/2019_52/2019_52_ChristmasSongs.png

Week 2019/51 🐩 Adoptable Dogs by Petfinder.com and ThePudding.com

./plots/2019_51/2019_51_DogAdoptions.png

Week 2019/50 🎤 Replicating Plots by Matt Daniels in R

./plots/2019_50/2019_50_Replicate_Rap_bee_original.png

Week 2018/33 🏥 Malaria by OurWorldInData.org

./plots/2018_33/2018_33_MalariaDeaths.png

Week 2018/03 ⚱️ Global Mortality by OurWorldInData.org

./plots/2018_03/2018_03_GlobalMortality.png

Week 2019/44️ 🐿️ NYC Squirrels by Squirrel Census

./plots/2019_44/2019_44_Squirrels_rev.png

Week 2019/42️ 🚘 Big Cars by EPA

./plots/2019_42/2019_42_BigCars_Highway.gif

Week 2019/40️ 🍕 Pizza Ratings by Jared Lander & Bartools Sports

./plots/2019_40/2019_40_Pizza_jared.png

Week 2019/39️ 🏫️ School Diversity by NCES

./plots/2019_39/2019_39_SchoolDiversity_brpurp.png

Week 2019/36️ 🖥️ Moore's Law by Wikipedia

./plots/2019_36/2019_36_MooresLaw_double.png

Week 2019/35️ 💛 Simpsons Guest Stars by Wikipedia

./plots/2019_35/2019_35_SimpsonsGuests_teaser.png

Week 2019/34️ ☢️ Nuclear Explosions by SIPRI

./plots/2019_34/2019_34_NuclearExplosions.png

Week 2019/33️ 🌿 Roman Emperors by Wikipedia

./plots/2019_33/2019_33_RomanEmperors_teaser.png

Week 2019/28️ ⚽ FIFA Women's World Cups by data.world

./plots/2019_28/2019_28_FIFA_WWCs.png

Week 2019/27️ 💰 Media Franchise Revenues by Wikipedia

./plots/2019_27/2019_27_FranchiseRevenue.png

Week 2019/25 🐦 Christmas Bird Counts by Bird Studies Canada

./plots/2019_25/2019_25_BirdsXmas.png

Week 2019/24 🌠 Meteorites by NASA

./plots/2019_24/2019_24_Meteorites.png

Week 2019/22 🍷️ Wine Ratings by Vivino

./plots/2019_22/2019_22_Wines.png

Week 2019/21️ 🚮 Global Plastic Waste by OurWorldInData.org

./plots/2019_21/2019_21_PlasticWaste.png

Week 2019/20 🎖️ Nobel Prize Winners by Harvard Dataverse

./plots/2019_20/2019_20_NobelPrizeWinners.png

Week 2019/19️ 👨‍🏫 Global Student to Teachers Ratios by UNESCO's "eAtlas of Teachers"

./plots/2019_19/2019_19_StudentTeacher.png

Week 2019/18️ 🐥 Chicago Bird Collisions by Winger et al. 2019

./plots/2019_18/2019_18_BirdCollisions.png

Week 2019/16️ 📊 Data Viz Mistakes by The Economist

./plots/2019_16/2019_16_DataVizMistakes_light.png

Week 2019/14️ 🚴 Seattle Bike Traffic by seattle.gov

./plots/2019_14/2019_14_bikes_month.png

Week 2019/17 🐉 Anime Data by MyAnimeList.net

./plots/2019_17/2019_17_Animes.png

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