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@nrennie.bsky.socialSep 22, 2026, 3:04 PM

A question for the #RStats and #ggplot2 hivemind:

What things do you find most tricky or frustrating in ggplot2?

It might be things like specific chart types, aspects of styling, your workflow, saving charts etc.

@cborstell.bsky.socialSep 22, 2026, 2:42 PM

Urban Green Areas in Scandinavian capitals for this week's #TidyTuesday
๐Ÿ‡ฉ๐Ÿ‡ฐ๐Ÿ‡ณ๐Ÿ‡ด๐Ÿ‡ธ๐Ÿ‡ช

Stockholm started high in 1990 but has since dropped the most. City expansion, construction, definition of city limits, something else or all of the above?
#DataViz #ggplot2

Link: github.com/borstell/tid...

A small-multiples plot of the "Proportion of green areas across Scandinavian capitals: Copenhagen, Oslo and Stockholm". Each city has four panels - 1990, 2000, 2010, 2020 - showing a square of scattered green tiles representing the proportion of green areas. Below each square is an power bar-type plot showing each year's fill compared to the maximum across the 1990-2020 span, and next to it is a text label showing the percent change from the previous decade. While Oslo has had a quite stable level, Copenhagen lost a lot of relative green space in 2010, and Stockholm has been decreasing steadily and quite dramatically from the overall highest proportion in 1990, about half the proportion of 1990 in 2020. Data: UN Habitat Urban Indicators Dataset via TidyTuesday; Packages: {tidyverse, ggh4x}; Visualization: C. Bรถrstell
@sponce1.bsky.socialSep 22, 2026, 12:40 AM

๐Ÿ“Š #TidyTuesday โ€“ 2026 W3 | Average share of green areas across cities (UN-Habitat Urban Indicators)
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๐Ÿ”—: stevenponce.netlify.app/data_visuali...
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#rstats | #dataviz | #ggplot2

Beeswarm chart titled The High End of Estimated Urban Green Area Came Down. Four stacked strips for 1990, 2000, 2010, and 2020 place about 1,110 cities by estimated green area share on a 0 to 80% axis, with a dashed line at 40%. None of the 83 cities estimated at 40% or more in 1990, drawn in burgundy in every strip, were still at 40% or more in 2020, yet 73% stayed in the top quarter of cities. The 83 ran from 40% to 77% in 1990, 23% to 68% in 2000, 13% to 44% in 2010, and about 5% to 35% in 2020. Most cities sit below about 20% each year, and the maximum fell from about 77% to 38%. Data: UN-Habitat Urban Indicators Database.
@sponce1.bsky.socialSep 21, 2026, 8:11 PM

๐Ÿ“Š #MakeoverMonday โ€“ 2026 W38 | CFB Roster Spending 2026
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๐Ÿ”—: stevenponce.netlify.app/data_visuali...
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#rstats | #DataFam | #dataviz | #ggplot2

Range chart in four panels, titled SEC Roster Budgets Run Deeper Than Any Other Power Conference's. 14 of 16 SEC programs' estimated 2026 roster-budget ranges sit entirely above the $23.5M median, versus 9 of 18 in the Big Ten, 3 of 17 in the ACC, and 1 of 16 in the Big 12. Each bar spans one program's low-to-high estimate: burgundy if entirely above the median line, dark gray if it crosses the line, light gray if entirely below. Texas Tech is the only Big 12 program above the line. Source: The Athletic.
@lcolladotor.bsky.socialSep 18, 2026, 7:05 PM

140.776 - Statistical Computing at @jhubiostat.bsky.social @johnshopkinssph.bsky.social

Lecture 06 summary

lcolladotor.github.io/jhustatcompu...

#RStats #DataScience #ggplot2 #DataViz

@instats.bsky.socialSep 17, 2026, 11:42 PM

New Instats livestreaming seminar: Introduction to Longitudinal Analysis & Multilevel Modeling #Business #Economics #DataScience #Statistics #ggplot2 #R #Tidyverse #Research #ResearchTraining #Instats

@instats.bsky.socialSep 16, 2026, 1:00 PM

Last chance to register for Tidy Data, Visualisation, and AI #ComputationalBiology #InformationScience #SoftwareEngineering #Statistics #DataScience #ggplot2 #R #tidyverse #Research #ResearchTraining #Instats

@nrennie.bsky.socialSep 16, 2026, 7:43 AM

This week's #TidyTuesday data is from the Dead Sea Scrolls digital library ๐Ÿ“–

I created an interactive Voronoi diagram showing the number of images of manuscripts found in different locations ๐Ÿ“Š

#DataViz #ggplot2 #RStats

@sponce1.bsky.socialSep 15, 2026, 12:53 AM

๐Ÿ“Š #TidyTuesday โ€“ 2026 W37 | Dead Sea Scrolls Manuscripts
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๐Ÿ”—: stevenponce.netlify.app/data_visuali...
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#rstats | #dataviz | #ggplot2

Two-panel dot plot of Dead Sea Scrolls manuscript counts (works with โ‰ฅ16 manuscripts). Left panel: six familiar biblical books, Genesis at 24. Right panel adds other catalog works โ€” 1 Enoch also totals 24, tying Genesis and exceeding Exodus, Isaiah, and Leviticus, showing the biblical canon captures only part of this collection's textual world.
@sponce1.bsky.socialSep 13, 2026, 9:13 PM

๐Ÿ“Š #MakeoverMonday โ€“ 2026 W37 | What are the world's deadliest animals?
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๐Ÿ”—: stevenponce.netlify.app/data_visuali...
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#rstats | #DataFam | #dataviz | #ggplot2

Log-scale dot plot: envenomation (~100,000 deaths yearly, mostly snakes) sits far closer to disease transmission (~830,000) than to animal attacks (~1,500). Each step represents 10x more deaths. Source: Our World in Data.
@nrennie.bsky.socialSep 11, 2026, 7:28 PM

Join me on October 1 for a #ggplot2 workshop as part of the @rinpharma.bsky.social conference! ๐Ÿ“Š

#RStats #DataViz

R in Pharma flyer. Date October 1 and time 3-5pm GMT+8
@nrennie.bsky.socialSep 9, 2026, 12:50 PM

A very quick pictogram for #TidyTuesday this week where we're looking at The Cappuccino Index โ˜•

#RStats #DataViz #ggplot2

Pictogram chart titled "Italy is one cup ahead," showing how many small cappuccinos a barista can buy with one hour of pay across various European countries. Italy leads at 5 cups, followed by countries like Switzerland, Netherlands, and Germany at 4 cups, down to nations like Romania and Belarus at 1 cup.
@cborstell.bsky.socialSep 8, 2026, 6:11 PM

Me wanting to make the entire workflow reproducible ends up with me writing #ggplot2 code to draw a cow for a figure ๐Ÿฎ

@sponce1.bsky.socialSep 7, 2026, 6:40 PM

๐Ÿ“Š #TidyTuesday โ€“ 2026 W36 | The Cappuccino Index
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๐Ÿ”—: stevenponce.netlify.app/data_visuali...
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#rstats | #r4ds | #dataviz | #ggplot2

Scatter plot titled "Cheap coffee isn't necessarily affordable coffee," plotting mean hourly barista wage against mean cappuccino price across 87 countries on log-log axes, with dashed diagonal lines marking equal work-time cost at 30, 60, and 120 minutes. Pakistan (ยฃ1.87 cappuccino, 277 minutes of work) and India (ยฃ1.96, 172 minutes) sit far left with cheap coffee but extreme work-time burdens driven by very low wages. Switzerland and Denmark, both averaging ยฃ5.41 per cappuccino, require only 14 and 19 minutes, respectively, reflecting high wages. The remaining gray points cluster loosely along the diagonal. Source: James Hoffmann via Filip Reierson.
@sponce1.bsky.socialSep 7, 2026, 2:32 PM

๐Ÿ“Š #MakeoverMonday โ€“ 2026 W36 | Bears Will Be Boys
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๐Ÿ”—: stevenponce.netlify.app/data_visuali...
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#rstats | #DataFam | #dataviz | #ggplot2

Pictogram chart: 135 of 284 children's books (47.5%) contain only he/him animal characters, versus just 24 (8.5%) with only she/her characters โ€” 5.6 times as common. 118 books (41.5%) mix both; 7 books (2.5%) contain only it-pronoun characters. Each dot = one book. Source: The Pudding, "Bears Will Be Boys."
@petermacp.bsky.socialSep 5, 2026, 10:38 AM

Our study reposted by @hadley.nz ๐Ÿ™! Straight to the REF impact evidence folder ๐Ÿคฃ

But seriously, I really think #ggplot2 ranks amongst the most transformative scientific advances of the century: CRISPR, mRNA vaccines, cheap rapid whole genome sequencing, ggplot2โ€ฆ

@teunbrand.bsky.socialSep 3, 2026, 6:10 AM

Folks, hot off the press here are a few plots about what the new ggarrow update can do:

teunbrand.github.io/teunbrand_bl...

I'll also tease them below

#rstats #ggplot2