#tidyverse — Public Fediverse posts

https://DSLC.io welcomes you to week 28 of #TidyTuesday! We're exploring Many penguins!

📁 https://tidytues.day/2026/2026-07-14
📰 http://dx.doi.org/10.1111/ele.13898

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 28 of #TidyTuesday! We're exploring Many penguins!

📁 https://tidytues.day/2026/2026-07-14
📰 http://dx.doi.org/10.1111/ele.13898

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 28 of #TidyTuesday! We're exploring Many penguins!

📁 https://tidytues.day/2026/2026-07-14
📰 http://dx.doi.org/10.1111/ele.13898

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 28 of #TidyTuesday! We're exploring Many penguins!

📁 https://tidytues.day/2026/2026-07-14
📰 http://dx.doi.org/10.1111/ele.13898

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 28 of #TidyTuesday! We're exploring Many penguins!

📁 https://tidytues.day/2026/2026-07-14
📰 http://dx.doi.org/10.1111/ele.13898

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

Curator: @bensstats
https://DSLC.io welcomes you to week 27 of #TidyTuesday! We're exploring UFC Athletes and Fight Data!

📁 https://tidytues.day/2026/2026-07-07
📰 https://github.com/benyamindsmith/fightr/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

Curator: @bensstats
https://DSLC.io welcomes you to week 27 of #TidyTuesday! We're exploring UFC Athletes and Fight Data!

📁 https://tidytues.day/2026/2026-07-07
📰 https://github.com/benyamindsmith/fightr/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

Curator: @bensstats
https://DSLC.io welcomes you to week 27 of #TidyTuesday! We're exploring UFC Athletes and Fight Data!

📁 https://tidytues.day/2026/2026-07-07
📰 https://github.com/benyamindsmith/fightr/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

Curator: @bensstats
https://DSLC.io welcomes you to week 27 of #TidyTuesday! We're exploring UFC Athletes and Fight Data!

📁 https://tidytues.day/2026/2026-07-07
📰 https://github.com/benyamindsmith/fightr/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

Curator: @bensstats
https://DSLC.io welcomes you to week 27 of #TidyTuesday! We're exploring UFC Athletes and Fight Data!

📁 https://tidytues.day/2026/2026-07-07
📰 https://github.com/benyamindsmith/fightr/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 26 of #TidyTuesday! We're exploring Wreck Inventory of Ireland!

📂 https://tidytues.day/2026/2026-06-30
📰 https://www.archaeology.ie/advice-and-support/locate-a-monument-or-wreck/wreck-viewer/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 26 of #TidyTuesday! We're exploring Wreck Inventory of Ireland!

📂 https://tidytues.day/2026/2026-06-30
📰 https://www.archaeology.ie/advice-and-support/locate-a-monument-or-wreck/wreck-viewer/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 26 of #TidyTuesday! We're exploring Wreck Inventory of Ireland!

📂 https://tidytues.day/2026/2026-06-30
📰 https://www.archaeology.ie/advice-and-support/locate-a-monument-or-wreck/wreck-viewer/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 26 of #TidyTuesday! We're exploring Wreck Inventory of Ireland!

📂 https://tidytues.day/2026/2026-06-30
📰 https://www.archaeology.ie/advice-and-support/locate-a-monument-or-wreck/wreck-viewer/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 26 of #TidyTuesday! We're exploring Wreck Inventory of Ireland!

📂 https://tidytues.day/2026/2026-06-30
📰 https://www.archaeology.ie/advice-and-support/locate-a-monument-or-wreck/wreck-viewer/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 25 of #TidyTuesday! We're exploring Papal Encyclicals: Industrial Revolution vs. AI Revolution!

📁 https://tidytues.day/2026/2026-06-23
🗞️ https://www.vatican.va/content/leo-xiv/en/encyclicals/documents/20260515-magnifica-humanitas.html

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 25 of #TidyTuesday! We're exploring Papal Encyclicals: Industrial Revolution vs. AI Revolution!

📁 https://tidytues.day/2026/2026-06-23
🗞️ https://www.vatican.va/content/leo-xiv/en/encyclicals/documents/20260515-magnifica-humanitas.html

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 25 of #TidyTuesday! We're exploring Papal Encyclicals: Industrial Revolution vs. AI Revolution!

📁 https://tidytues.day/2026/2026-06-23
🗞️ https://www.vatican.va/content/leo-xiv/en/encyclicals/documents/20260515-magnifica-humanitas.html

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 25 of #TidyTuesday! We're exploring Papal Encyclicals: Industrial Revolution vs. AI Revolution!

📁 https://tidytues.day/2026/2026-06-23
🗞️ https://www.vatican.va/content/leo-xiv/en/encyclicals/documents/20260515-magnifica-humanitas.html

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 25 of #TidyTuesday! We're exploring Papal Encyclicals: Industrial Revolution vs. AI Revolution!

📁 https://tidytues.day/2026/2026-06-23
🗞️ https://www.vatican.va/content/leo-xiv/en/encyclicals/documents/20260515-magnifica-humanitas.html

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

Curator: @nrennie
https://DSLC.io welcomes you to week 24 of #TidyTuesday! We're exploring UK Baby Names!

📁 https://tidytues.day/2026/2026-06-16
📰 https://www.nrscotland.gov.uk/publications/babies-first-names-2025/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

Curator: @nrennie
https://DSLC.io welcomes you to week 24 of #TidyTuesday! We're exploring UK Baby Names!

📁 https://tidytues.day/2026/2026-06-16
📰 https://www.nrscotland.gov.uk/publications/babies-first-names-2025/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

Curator: @nrennie
https://DSLC.io welcomes you to week 24 of #TidyTuesday! We're exploring UK Baby Names!

📁 https://tidytues.day/2026/2026-06-16
📰 https://www.nrscotland.gov.uk/publications/babies-first-names-2025/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

Curator: @nrennie
https://DSLC.io welcomes you to week 24 of #TidyTuesday! We're exploring UK Baby Names!

📁 https://tidytues.day/2026/2026-06-16
📰 https://www.nrscotland.gov.uk/publications/babies-first-names-2025/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

Curator: @nrennie
https://DSLC.io welcomes you to week 24 of #TidyTuesday! We're exploring UK Baby Names!

📁 https://tidytues.day/2026/2026-06-16
📰 https://www.nrscotland.gov.uk/publications/babies-first-names-2025/

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

https://DSLC.io welcomes you to week 23 of #TidyTuesday! We're exploring Films Based on Video Games!

📁 https://tidytues.day/2026/2026-06-09
📰 https://en.wikipedia.org/wiki/List_of_films_based_on_video_games

Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md

#RStats #PyData #JuliaLang #DataViz #tidyverse #r4ds

#Día6 | Comparaciones – RSF-Data Day | #30DayChartChallenge. Cambio en score de libertad de prensa 2024–2025 en paises de América. Creada usando R con #tidyverse, #ggtext, #scales, #rnaturalearth, #rnaturalearthdata y #patchwork.

#Día6 | Comparaciones – RSF-Data Day | #30DayChartChallenge. Cambio en score de libertad de prensa 2024–2025 en paises de América. Creada usando R con #tidyverse, #ggtext, #scales, #rnaturalearth, #rnaturalearthdata y #patchwork.

I've talked about creating data.frames and tibbles before, but it is an important topic so I have covered it again. This time specifically from the perspective of creating them from vectors. Post: www.spsanderson.com/steveondata/... #R #RStats #tibble #dplyr #tidyverse #dataframe #baseR #blog

I've talked about creating data.frames and tibbles before, but it is an important topic so I have covered it again. This time specifically from the perspective of creating them from vectors. Post: www.spsanderson.com/steveondata/... #R #RStats #tibble #dplyr #tidyverse #dataframe #baseR #blog

If you are looking for data processors to get your data in line for the algo in question, then my #R #package { healthyR.ai } has you covered. These are based on using #tidymodels #parsnip from the #tidyverse www.spsanderson.com/healthyR.ai/... #RStats #Data #ModelData

Day 12 | Distributions – Data Day – Data.gov | #30DayChartChallenge. Visualization made with R using #sf, #tigris, #ggthemes, #patchwork, #tidyverse, #ggtext and #showtext . | Source: data.gov - https://catalog.data.gov/dataset/biodiversity-by-county-distribution-of-animals-plants-and-natural-communities

Day 12 | Distributions – Data Day – Data.gov | #30DayChartChallenge. Visualization made with R using #sf, #tigris, #ggthemes, #patchwork, #tidyverse, #ggtext and #showtext . | Source: data.gov - https://catalog.data.gov/dataset/biodiversity-by-county-distribution-of-animals-plants-and-natural-communities

Day 15 | Relationships – Complicated | #30DayChartChallenge. Visualization made with R using #tidyverse, #ggtext and #showtext . | Source: google trends https://trends.google.com/trends/explore?date=all&q=Avril%20Lavigne%20Complicated&hl=en

Day 15 | Relationships – Complicated | #30DayChartChallenge. Visualization made with R using #tidyverse, #ggtext and #showtext . | Source: google trends https://trends.google.com/trends/explore?date=all&q=Avril%20Lavigne%20Complicated&hl=en

You can also use it with the #tidyverse as that is how it was designed and build off of. Mostly #parsnip #R #Programming

Day 7 | Distributions– Outliers | #30DayChartChallenge. Visualization made with R using #ggplot2, #tidyverse, #terra, #ggtext, #showtext y #sf. Data source: Sentinel-2 MSI (2019-2024)

Day 7 | Distributions– Outliers | #30DayChartChallenge. Visualization made with R using #ggplot2, #tidyverse, #terra, #ggtext, #showtext y #sf. Data source: Sentinel-2 MSI (2019-2024)

Day 6 | Comparisons – Florence Nightingale (theme day) | #30DayChartChallenge. Visualization made with R using #tidyverse, #ggtext and #showtext. Data source: HDX - https://data.humdata.org/dataset/cod-ps-hnd.

Day 6 | Comparisons – Florence Nightingale (theme day) | #30DayChartChallenge. Visualization made with R using #tidyverse, #ggtext and #showtext. Data source: HDX - https://data.humdata.org/dataset/cod-ps-hnd.

@safest_integer

#rstats #datascience #graphics #tidyverse #visualization

Count in #tinytable and #rdatatable.

@safest_integer

#rstats #datascience #graphics #tidyverse #visualization

Count in #tinytable and #rdatatable.

Day 2 | Comparisons – Slope | #30DayChartChallenge. Analysis develop with R using #ggplot2, #tidyverse, #ggpmisc, , #terra, #ggtext, #showtext y #sf. Data source: Sentinel-2 MSI (2019-2024)

Day 2 | Comparisons – Slope | #30DayChartChallenge. Analysis develop with R using #ggplot2, #tidyverse, #ggpmisc, , #terra, #ggtext, #showtext y #sf. Data source: Sentinel-2 MSI (2019-2024)

Starting with #RMarkdown is a great way to introduce students to the world of #rstats. It's not just about teaching programming skills, but also about explaining other technologies like #LaTeX, #YAML, #Rnw, #markdown & #Rscript! 💻 And I'm convinced that we should focus on building a small solid foundation (#smallR 🙂 ). Think of base R (aggregate, subset, …), #rdatatable and graphics (#tinyplot) instead of diving straight into popular packages like #tidyverse. Let's keep it simple! Who's with me?

@ERDonnachie @tgtads @datamaps

I can't resist a #tidyverse vs. #baseR #rstats thread. 😅

It is totally possible to work without tidyverse, and base R graphics can be incredibly flexible. If you'd like some examples, just this morning I uploaded yet another set of all-base #knitr supplemental files (https://osf.io/ht543), with very pretty (and highly useful) graphics, if I say so myself. (Tidyverse can be ok, but it's not at all required.)

@ERDonnachie @tgtads @datamaps

I can't resist a #tidyverse vs. #baseR #rstats thread. 😅

It is totally possible to work without tidyverse, and base R graphics can be incredibly flexible. If you'd like some examples, just this morning I uploaded yet another set of all-base #knitr supplemental files (https://osf.io/ht543), with very pretty (and highly useful) graphics, if I say so myself. (Tidyverse can be ok, but it's not at all required.)

Debate settled

What is better, base R of tidyverse?

#Rstats #baseR #tidyverse

Debate settled

What is better, base R of tidyverse?

#Rstats #baseR #tidyverse

Hey #rstats pals, #renv is kicking my BUTT! Really trying to create a #reproducible version of our results for a paper, but package installations keep failing. The latest one is that #readxl needs to install as part of #tidyverse, and I am getting totally incomprehensible error messages from Command Line Tools like "error: 'gid_t' has not been declared"! #help (Just to note that readxl and tidyverse work FINE in my normal workflow.)