#tidyverse — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #tidyverse, aggregated by home.social.
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Is the tidymodels package `infer` mostly abandoned at this point? At one point I thought it would accumulate a larger corpus of tests, or develop an API for other pkgs to extend it, but it has seemed pretty frozen. Also, I was reminded by some recent GH issues that it's bootstrapping implementation is flawed in some annoying ways that make it seem more like a purely pedagogical tool than a real analysis too. #rstats #tidymodels #tidyverse
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Is the tidymodels package `infer` mostly abandoned at this point? At one point I thought it would accumulate a larger corpus of tests, or develop an API for other pkgs to extend it, but it has seemed pretty frozen. Also, I was reminded by some recent GH issues that it's bootstrapping implementation is flawed in some annoying ways that make it seem more like a purely pedagogical tool than a real analysis too. #rstats #tidymodels #tidyverse
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[CLOSED] One factor that may contribute to the problem is #R not having a #ReleaseFile. When I run this command:
sudo apt updateI get this error notification:
E: The repository ‘https://cloud.r-project.org/bin/linux/ubuntu zena-cran40/ Release’ does not have a Release file.
N: Updating from such a repository can’t be done securely, and is therefore disabled by default.
N: See apt-secure(8) manpage for repository creation and user configuration details.I have not been able to resolve that issue either. Can anyone help me establish a release file for R and get #tidyverse and other libraries installed? #LinuxMint #Linux #RStats 3/3
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One factor that may contribute to the problem is #R not having a #ReleaseFile. When I run this command:
sudo apt updateI get this error notification:
E: The repository ‘https://cloud.r-project.org/bin/linux/ubuntu zena-cran40/ Release’ does not have a Release file.
N: Updating from such a repository can’t be done securely, and is therefore disabled by default.
N: See apt-secure(8) manpage for repository creation and user configuration details.I have not been able to resolve that issue either. Can anyone help me establish a release file for R and get #tidyverse and other libraries installed? #LinuxMint #Linux #RStats 3/3
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[CLOSED] I looked at additional-repositories.list in etc/apt/sources.list.d. It includes the following:
# deb https://cloud.r-project.org/bin/linux/ubuntu xia-cran40/
deb [arch=amd64] https://download.docker.com/linux/ubuntu jammy stable
deb https://cloud.r-project.org/bin/linux/ubuntu zena-cran40/
# deb https://cloud.r-project.org/bin/linux/ubuntu focal-cran40/I added marutter-rrutter4_0-noble.list to the same directory. (#noble is the release code for the #Ubuntu version that my #Mint distro is based on.) That file reads as follows:
deb [signed-by=/etc/apt/keyrings/marutter-rrutter4_0-noble.gpg] https://ppa.launchpadcontent.net/marutter/rrutter4.0/ubuntu noble main
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I looked at additional-repositories.list in etc/apt/sources.list.d. It includes the following:
# deb https://cloud.r-project.org/bin/linux/ubuntu xia-cran40/
deb [arch=amd64] https://download.docker.com/linux/ubuntu jammy stable
deb https://cloud.r-project.org/bin/linux/ubuntu zena-cran40/
# deb https://cloud.r-project.org/bin/linux/ubuntu focal-cran40/I added marutter-rrutter4_0-noble.list to the same directory. (#noble is the release code for the #Ubuntu version that my #Mint distro is based on.) That file reads as follows:
deb [signed-by=/etc/apt/keyrings/marutter-rrutter4_0-noble.gpg] https://ppa.launchpadcontent.net/marutter/rrutter4.0/ubuntu noble main
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[CLOSED] I’m seeking guidance from people familiar with #LinuxMint and #RStats. After updating #R, I’m missing some of my libraries, including #tidyverse. When I try to install them, I got a non-zero exist status.
My #Mint version is 22.3 #Zena. I ran this command to install dependencies:
sudo apt install libcurl4-openssl-dev libssl-dev libxml2-devI also added the directory for R 4.6 to PATH. #Linux 1/3
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[CLOSED] I’m seeking guidance from people familiar with #LinuxMint and #RStats. After updating #R, I’m missing some of my libraries, including #tidyverse. When I try to install them, I got a non-zero exist status.
My #Mint version is 22.3 #Zena. I ran this command to install dependencies:
sudo apt install libcurl4-openssl-dev libssl-dev libxml2-devI also added the directory for R 4.6 to PATH. #Linux 1/3
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Curator: @afrikaniz3d
https://DSLC.io welcomes you to week 31 of #TidyTuesday! We're exploring Basotho Wool!📁 https://tidytues.day/2026/2026-08-04
📰 https://groundup.org.za/article/the-mountain-men-behind-lesothos-wool-wealth/Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md
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Curator: @afrikaniz3d
https://DSLC.io welcomes you to week 31 of #TidyTuesday! We're exploring Basotho Wool!📁 https://tidytues.day/2026/2026-08-04
📰 https://groundup.org.za/article/the-mountain-men-behind-lesothos-wool-wealth/Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md
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Does urban greenery yield microclimatic cooling? Spatial analysis of Calgary (Summer 2025) shows a non-linear NDVI vs LST response.
🛠 Stack: Google Earth Engine (Landsat 8/9, Sentinel-2) + R (terra, tidyverse).
📊 Key Findings:
🔹 Cooling Deficit (NDVI < 0.34): LST stays trapped at 35–36°C. Heat stress overrides evapotranspiration; saplings & isolated lawns fail to cool.
🔹 Tipping Point (NDVI > 0.34): Cooling begins above 0.34. Dense canopy (NDVI > 0.70) suppresses LST below 28–30°C (6–8°C delta).💡 Takeaway: Urban forestry can't just count saplings. Without threshold canopy density, isolated greenery is decoration, not climate infrastructure.
🔗 Link to the research:
https://www.datastory.org.ua/calgarys-summer-heat-a-2025-satellite-perspective/#RemoteSensing #GIS #RStats #rspatial #terra #tidyverse #GoogleEarthEngine #UrbanForestry #Calgary #YYC #OpenData #GreennessOfCalgary #FOSSGIS #Landsat #Sentinel2
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Does urban greenery yield microclimatic cooling? Spatial analysis of Calgary (Summer 2025) shows a non-linear NDVI vs LST response.
🛠 Stack: Google Earth Engine (Landsat 8/9, Sentinel-2) + R (terra, tidyverse).
📊 Key Findings:
🔹 Cooling Deficit (NDVI < 0.34): LST stays trapped at 35–36°C. Heat stress overrides evapotranspiration; saplings & isolated lawns fail to cool.
🔹 Tipping Point (NDVI > 0.34): Cooling begins above 0.34. Dense canopy (NDVI > 0.70) suppresses LST below 28–30°C (6–8°C delta).💡 Takeaway: Urban forestry can't just count saplings. Without threshold canopy density, isolated greenery is decoration, not climate infrastructure.
🔗 Link to the research:
https://www.datastory.org.ua/calgarys-summer-heat-a-2025-satellite-perspective/#RemoteSensing #GIS #RStats #rspatial #terra #tidyverse #GoogleEarthEngine #UrbanForestry #Calgary #YYC #OpenData #GreennessOfCalgary #FOSSGIS #Landsat #Sentinel2
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Curator: @nrennie
https://DSLC.io welcomes you to week 30 of #TidyTuesday! We're exploring Ecotourism!📁 https://tidytues.day/2026/2026-07-28
🗞️ https://vahdatjavad.github.io/ecotourism/articles/getting-started.htmlSubmit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md
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Curator: @nrennie
https://DSLC.io welcomes you to week 30 of #TidyTuesday! We're exploring Ecotourism!📁 https://tidytues.day/2026/2026-07-28
🗞️ https://vahdatjavad.github.io/ecotourism/articles/getting-started.htmlSubmit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md
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Do you need better performance than what the standard #tidyverse functions have? {collapse} might be worth a look: https://sebkrantz.github.io/collapse/ #rstats #optimization
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Do you need better performance than what the standard #tidyverse functions have? {collapse} might be worth a look: https://sebkrantz.github.io/collapse/ #rstats #optimization
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https://DSLC.io welcomes you to week 29 of #TidyTuesday! We're exploring Near-Death Experiences (NDERF)!
📁 https://tidytues.day/2026/2026-07-21
📰 https://nderf.org/Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md
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https://DSLC.io welcomes you to week 29 of #TidyTuesday! We're exploring Near-Death Experiences (NDERF)!
📁 https://tidytues.day/2026/2026-07-21
📰 https://nderf.org/Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md
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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.13898Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md
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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.13898Submit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md
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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
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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
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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
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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
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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.htmlSubmit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md
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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.htmlSubmit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md
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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
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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
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Choosing the wrong join can silently remove observations, duplicate rows, or introduce missing values into your data.
More info in the latest Statistics Globe Hub module: https://statisticsglobe.com/hub
#rstats #datascience #statistics #programming #tidyverse #dplyr #analytics #statisticsglobehub
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Choosing the wrong join can silently remove observations, duplicate rows, or introduce missing values into your data.
More info in the latest Statistics Globe Hub module: https://statisticsglobe.com/hub
#rstats #datascience #statistics #programming #tidyverse #dplyr #analytics #statisticsglobehub
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Sé que el tidyverse y ggolot son dos motivos por los que hay mucha gente usa R.
En Julia existe Tidier.jl y es magnífico:
https://tidierorg.github.io/Tidier.jl/v1.6.1/
Une la sencillez del tidyverse con la rapidez y flexibilidad de Julia. Son una decena de paquetes que permiten replicar la experiencia de R (pero mejor 😉).
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Sé que el tidyverse y ggolot son dos motivos por los que hay mucha gente usa R.
En Julia existe Tidier.jl y es magnífico:
https://tidierorg.github.io/Tidier.jl/v1.6.1/
Une la sencillez del tidyverse con la rapidez y flexibilidad de Julia. Son una decena de paquetes que permiten replicar la experiencia de R (pero mejor 😉).
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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_gamesSubmit a dataset! https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md