Tootfinder

R learning for applied statistics by Chenxin Li: #rstats

Sometimes (often) one ends up needing to run older versions of R using older versions of packages. Evercran might be just the tool to help with that: #RStats

GitHub - r-hub/evercran: Any version of R -- with the matching version of CRAN
Any version of R -- with the matching version of CRAN - r-hub/evercran

Tidy Modeling with R: #rstats #machinelearning

Tidy Modeling with R
The tidymodels framework is a collection of R packages for modeling and machine learning using tidyverse principles. This book provides a thorough introduction to how to use tidymodels, and an outline of good methodology and statistical practice for phases of the modeling process.

🇺🇦 Auf radioeins läuft...
Sault:
🎵 R.L. (Edit)
#NowPlaying #Sault
#radioeins gespielten Titel als #Spotify Playliste: https://open.spotify.com/playlist/3hdH98B6uyXilhcWxCA6nv

🇺🇦 #NowPlaying on KEXP's #Roadhouse
The Muppets:
🎵 Rainbow Connection
#TheMuppets
https://disbanded.bandcamp.com/track/rainbow-connection-the-muppets
https://open.spotify.com/track/1SJ4ycWow4yz6z4oFz8NAG

There are many situations were you need access to different R versions: rig is a way to manage them #rstats

GitHub - r-lib/rig: The R Installation Manager
The R Installation Manager. Contribute to r-lib/rig development by creating an account on GitHub.

Heute starten die Teams beim #RAAM.
Ein besonders illusteres Team hat Joey Kelly zusammengestellt: https://biele.bike/mit-influencer-power-beim-race-across-america-2025/

Mit Influencer-Power beim Race Across America 2025
Joey Kelly (Quelle Wikipedia) © Sven Mandel Wenn man an Extrem-Herausforderungen denkt, dann fällt ein Name in Deutschland immer wieder: Joey Kelly. Der Au

🔐 Cybersecurity doesn’t have to be scary.
Join us for a webinar for the international #research & #education (R&E) community, featuring internationally recognised cybersecurity expert Brian Honan.
In this session, Brian will challenge fear-based awareness models and explore how empo…

Webinar for the security awareness community – Beyond Fear: rethinking cybersecurity awareness – 22 May 2025 | GÉANT CONNECT Online
We are delighted to announce that registrations are now open for the next cybersecurity awareness webinar for the international R&E community. Join us online on 22 May 2025 at 15:00 CEST for an eye-opening session with internationally recognised cybersecurity expert Brian Honan. Title: Beyond Fear - Rethinking cybersecurity awareness Cybersecurity doesn’t have to be scary.

BLAT BORD – COSSOS
#rock

The {conflicted} package makes sure that namespace conflicts are solved explicitly and prevents unpleasent surprises: #rstats

🇺🇦 #NowPlaying on KEXP's #MiddayShow
R.E.M.:
🎵 Feeling Gravity’s Pull
#REM
https://thesilencekit.bandcamp.com/track/feeling-gravitys-pull-r-e-m-cover
https://open.spotify.com/track/2n2l2dKnQX4ihHVe0dDUYf

A new experimental, but very simple #rstats package #rdocdump saves all package source code, documentation and vignettes into plain text file or into a string. Very useful for feeding into an LLM or tokenizing and setting up Retrieval-Augmented Generation workflow. Feel free to try it out. Caution: fu…

rdocdump: Dump R Package Documentation and Vignettes into One File
Dump R Package Documentation and Vignettes into One File

Sure, mate. Attacking the airbases where you keep the bombers you use to kill the civilians of the nation you invaded is "terrorism".
Because of course it is. What else could it be? The find out phase of FAFO? Never!
#Russia

17:03 EDT update was still folks trying to make contact with #Resiliance - anyone know what the little house bolted on the rover does? It was unboxed intact, fitted with a fat cable and bolted to the front bumper.
Spaceflight Now is posting periodic #hakuto_r mission 2 updates, but the next press conference won't be until 8pm EDT
https://spaceflightnow.com/2025/06/05/live-coverage-ispace-makes-second-attempt-at-historic-moon-landing/

"We need more open source Ruby code" says @… at @….
#opensource

🇺🇦 #NowPlaying on KEXP's #MorningShow
R.E.M.:
🎵 Can’t Get There From Here
#REM
https://kylerichards.bandcamp.com/track/cant-get-there-from-here-r-e-m
https://open.spotify.com/track/3uftyv2SS2I6umRFchzG3t

r-graph-gallery.com provides example code for a variety of chart types, both in base R and ggplot: #rstats

🇺🇦 Auf radioeins läuft...
R. L. Burnside:
🎵 It's Bad You Know
#NowPlaying #RLBurnside
https://flamingomix.bandcamp.com/track/r-l-burnside-its-bad-you-know-flamingo-edit
https://open.spotify.com/track/1AcvqJhm4CXOFJ7INbR5rR

The signal from #Hakuto-R Mission 2 #Resilience live as received by the big #Bochum dish: https://www.youtube.com/watch?v=SkRSWm0vAaM

Read "What went wrong with capitalism" by Ruchir Sharma.
A mildly interesting description of the major events in world an US economics in the last 50 years. Might
be a fair summary for anyone who didn't live through it or has a poor memory.
In short he thinks what went wrong was government bailing out failure leading to massive debts and increa
sed inequality.
Governments took over all the things instead of letting capitalism sort them out, he reckons, and wheneve
r a big industry or company fails you just get socialism for the rich and a bail-out from new printed money.
Easy cheap money, constant bail-outs, government intervention, leading to zombie companies racking up every larger debt to exist, billionaires who can't fail due to government support, and a stock market that's up-only bringing a flood of inefficiently-allocated capital.
Is he right? I mean, maybe, sort of. But when an industry really can't be allowed to fail, say water supply and waterway management, allowing private capital to extract maximum resources from it isn't the best method to manage it in the first place. No wonder they need bail-outs. Capitalism fails here because capitalism isn't the right solution here. We need publicly owned national services, not robber barons without
bailouts.
So, you know, half right. Perhaps these are some of the reasons why capitalism fails, but also we shouldn't even be trying to apply capitalism to every single thing in the first place.
#reading #capitalism #economics #RuchirSharma

Two Parasites and a Corpse: #Trump, #Musk, and the Maggot Feud Inside America's Rotting Democracy
#Resist

Wellseedamm wieder ein Stück weiter gesperrt, neue Umleitung über das Gewerbegebiet bis Bunsenstraße. Ganz nette Fahrt. #Kiel #45 #Rönne

🇺🇦 #NowPlaying on #KEXP's #PacificNotions
R&D:
🎵 Everything Becomes A Sign
#R #D
#newRelease 🆕 single
https://r-and-d.bandcamp.com/track/everything-becomes-a-sign
https://open.spotify.com/track/1bp8ldnrKSpnK3V0LObJu6

I morgen kveld er det frist for skriftlige innspill til #Stortinget om Representantforslag om en kritisk gransking av skjermbruk i skolen, en sak fremmet av #Rødt

I have a habbit of making (too) many (small) packages for functionality that might be reused in different context. {box} might be an alternative by making scripts into modlues that can be loaded: #RStats

‘box’: Write Reusable, Composable and Modular R Code
A modern module system for R. Organise code into hierarchical, composable, reusable modules, and use it effortlessly across projects via a flexible, declarative dependency loading syntax.

Das #Rezept des Tages:
Ein herzhafter #Nudelauflauf geht immer. 🍝 Das Rezept ist gut für #Balkongärtner. Mit

Nudelauflauf mit Tomaten, Zucchini und Mozzarella
Neben kurzgebratenen Gemüsepfannen bin ich auch ein Freund von Aufläufen. Die Zubereitungszeit ist zwar etwas länger, aber backen kann der Auflauf auch von allein.Und Pasta mit irgendwas tomatigem, käsigem und...

Taco? #DonaldTrump #Rückzieher #HoseohneEier
Lexikon 🙂

Donald Trump: Das bedeutet der neue Spitzname "Taco" des US-Präsidenten
Neuer Spitzname für Donald Trump, den dieser nicht mag, wie gerade seine Reaktion auf einer Pressekonferenz gezeigt hat.

🇺🇦 #NowPlaying on BBCRadio3's #RoundMidnight
Keyon Harrold:
🎵 Stay This Way (feat. Bilal Oliver & Big K.R.I.T.)
#KeyonHarrold

A pictures says more than 1000 words. How much more can an audio representation of your data tell you? #rstats

sonify: Data Sonification - Turning Data into Sound
Sonification (or audification) is the process of representing data by sounds in the audible range. This package provides the R function sonify() that transforms univariate data, sampled at regular or irregular intervals, into a continuous sound with time-varying frequency. The ups and downs in frequency represent the ups and downs in the data. Sonify provides a substitute for R's plot function to simplify data analysis for the visually impaired.

I use my #rdocdump #rstats package myself very often to make sure LLM always has the most recent docs of an R package that I am using. In one line of code you get a text file with basically all package docs and vignettes. Not on

rdocdump: Dump R Package Documentation and Vignettes into One File
Dump R Package Documentation and Vignettes into One File

🇺🇦 #NowPlaying on #BBC6Music's #NickGrimshaw
R.E.M.:
🎵 Radio Song
#REM
https://quiversss.bandcamp.com/track/radio-song

Customize what happens when you start R: #rstats #environment

If your users need an API that returns different fields for different use cases - do you need GraphQL? Read my post before you decide (spoiler: no, REST was literally designed for this) #rest #api

#JeremyJackson #DavidHasselhoff
Season 5 Episode 15 "Seize The Day"
#RandomBaywatch

The fastverse is a suite of complementary high-performance packages for statistical computing and data manipulation in R. #rstats

GitHub - fastverse/fastverse: An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R
An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R - fastverse/fastverse

quick and easy way to build a website for your r package: #rstats #package

🇺🇦 #NowPlaying on KEXP's #MiddayShow
R.E.M.:
🎵 Radio Free Europe
#REM
https://remhq.bandcamp.com/album/radio-free-europe-2025-ep

#MAGA Mourns As Country's Biggest Beirdo And Gun Totin' Good Ol' Boy : Phil Robertson, Rural #RealityTV Star of #DuckDynasty Dead at 79.
Former 60's era

‘Duck Dynasty’ Patriarch Phil Robertson Dies at 79
He founded the duck-call business that became the foundation of his family’s reality television empire.

Not sure any longer which libraries your script actually needs? #rstats

Script for finding loaded but unused packages in R scripts
Script for finding loaded but unused packages in R scripts - analyze_pkg_usage.R

Cute comics of R functions by @…: https://allisonhorst.com/r-packages-functions

Allison Horst - R Packages & Functions

Beautiful palettes based on art for R and python: #rstats #ggplot

GitHub - BlakeRMills/MetBrewer: Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
Color palette package in R inspired by works at the Metropolitan Museum of Art in New York - BlakeRMills/MetBrewer

🇺🇦 #NowPlaying on BBCRadio3's #EssentialClassics
R. Nathaniel Dett & Clipper Erickson:
🎵 Song of the Shrine (Enchantment, No 2)
#RNathanielDett #ClipperErickson
Please 🔁 BOOST to share what you like
- your followers don't see if you ⭐ favourite a post

🇺🇦 #NowPlaying on KEXP's #DriveTime
Rún:
🎵 Terror Moon
#Rún
https://run-ireland.bandcamp.com/track/terror-moon
https://open.spotify.com/track/2APT3zySwyFlS15xR9L5FM

Terry Glavin is the biggest anti-indigenous racist, residential school genocide denier-journalist in all of Canada. (he's also a big Yellow Peril kind of guy which I got into it with him once on Twitter before he blocked me)
Imagine calling lowering flags to half mast for six months due to the nation coming to grips with the DEATH OF THOUSANDS OF CHILDREN "a national psychotic episode"
What an asshole.
#genocide #canpoli #cdnpoli #indigenous #everychildMatters #canada #residentialschools
https://therealstory.substack.com/p/will-the-damage-ever-be-undone?utm_source=post-email-title&publication_id=748248&post_id=164981259&utm_campaign=email-post-title&isFreemail=true&r=3995q&triedRedirect=true&utm_medium=email

🇺🇦 Auf radioeins läuft...
Röyksopp:
🎵 49 Percent
#NowPlaying #Röyksopp
https://open.spotify.com/track/11oiZZFz4QnapZur3tR63S

🇺🇦 #NowPlaying on #BBC6Music's #NickGrimshaw
Roy Davis Jr.:
🎵 Gabriel (feat. Peven Everett)
#RoyDavisJr
https://pjbridger.bandcamp.com/track/roy-davis-jr-gabriel-pj-bridger-refix
https://open.spotify.com/track/6fSdR81YvNG8Wo6i2ytLPR

Ranked: The Countries Investing the Most in R&D
#Ireland's 1.6% is appaling, given our relative wealth. It ensures our extreme reliance on other states is only likely to increase.
We need a different mindset on spending on R&D and most infrastructure. Housing is the short-term focus, but even if it was solved overnight, this other underspending will block growth and keep us in crisis for the foreseeable future.
#innovation #research #investment

Tha sinn air Mastodon v4.4.0-beta.1 a-nis.
Seo na tha ùr: #Gàidhlig #rianachd

R doesnt need to be a hard and scientific tool 📈. You can use it to make art 🎨: #rstats

"Composite material keeps solar panels cool, boosting longevity by more than 200%"
#Solar #SolarPower #Energy #Renewables

Composite material keeps solar panels cool, boosting longevity by more than 200%
A team of international researchers led by King Abdullah University of Science and Technology (KAUST) in Saudi Arabia has developed a new composite material made of acrylate that enhances the performance of solar cells. Adhering the composite material to solar cells deployed in Saudi Arabia for weeks significantly raised the power output and longevity while reducing the electricity consumed by the cells. The study can be read in Materials Science and Engineering: R: Reports.

Im using case_when() quite a lot, case_match() is new to me: #rstats

A general vectorised switch() — case_match
This function allows you to vectorise multiple switch() statements. Each case is evaluated sequentially and the first match for each element determines the corresponding value in the output vector. If no cases match, the .default is used. case_match() is an R equivalent of the SQL "simple" CASE WHEN statement. Connection to case_when() While case_when() uses logical expressions on the left-hand side of the formula, case_match() uses values to match against .x with. The following two statement…

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Radiohead:
🎵 Weird Fishes/Arpeggi
#Radiohead
https://ghostdata.bandcamp.com/track/radiohead-weird-fishes-arpeggi-ghost-data-remix
https://open.spotify.com/track/4wajJ1o7jWIg62YqpkHC7S

If you set limits for a scale (e.g. x-axis) in ggplot, how would you like data outside of that range be handled? There is the oob parameter for that and a set of functions to use with it: https://scales.r-lib.org/reference/oob.html

🇺🇦 #NowPlaying on KEXP's #AfternoonShow
Republica:
🎵 Ready to Go
#Republica
https://djmoderno.bandcamp.com/track/republica-ready-to-go-vs-soulwax-accidents-compliments-dj-moderno-mashup
https://open.spotify.com/track/7Duqn8un04Nz5n4PWk83Q5

🇺🇦 #NowPlaying on #BBC6Music's #RadcliffeAndMaconie
Kelis:
🎵 Rumble
#Kelis
https://kelisfood.bandcamp.com/album/rumble
https://open.spotify.com/track/3Rm8WZtaNoawwisPDqjw1E

Are you interested in how dependency-heavy your (or another) package is and why? #rstats

Handy RStudio addins for reshaping and navigating in code: #rstats #rstudio

🇺🇦 Auf radioeins läuft...
Blur:
🎵 Tender (Radio Edit)
#NowPlaying #Blur
#radioeins gespielten Titel als #Spotify Playliste: https://open.spotify.com/playlist/3hdH98B6uyXilhcWxCA6nv

🇺🇦 #NowPlaying on BBCRadio3's #EssentialClassics
R. Nathaniel Dett & Rochelle Sennet:
🎵 Dance (Juba)
#RNathanielDett #RochelleSennet

Visualize dependencies between functions: #rstats

🇺🇦 #NowPlaying on #BBC6Music's #LoudAndProud
R.I.P. Productions:
🎵 Work it
#RIPProductions

Its good to have many tests in your R package, but it can be a pain to debug some failing tests when it happens. {lazytest} for the rescue: only rerun the failing tests, until they pass: #RStats

🇺🇦 Auf radioeins läuft...
Garbage:
🎵 R U Happy Now
#NowPlaying #Garbage
#newRelease 🆕 album
#radioeins gespielten Titel als #Spotify Playliste: https://open.spotify.com/playlist/3hdH98B6uyXilhcWxCA6nv

The inner working of parquette/arrow data in R: #rstats

Unpacking Arrow Datasets – Notes from a data witch
A comment on how Datasets work in Apache Arrow. I’m not really sure who the audience for this one. Am I just talking to myself? Probably.

🇺🇦 #NowPlaying on #BBC6Music's #NickGrimshaw
Róisín Murphy:
🎵 Jacuzzi Rollercoaster
#RóisínMurphy
https://open.spotify.com/track/0QB8j7yqv1OdeIAd7S8Imw

Einerseits kann ich es verstehen, dass jetzt die #Rüstung in #Europa hochgefahren werden soll. Andererseits denke ich, dass zumindest die #Bundeswehr (und vermutlich auch andere europäische #Armee.n) von rechtsradikalen #Waffenfetischist'en durchsetzt ist. Elendes #Dilemma -_-
Zur Zeit hab ich das Gefühl, dass sämtlche staatlichen Strukturen darin (teils bewusst) versagen, #Menschenrecht's-Feinde, #Neonazis und #Demokratieverächter zu bekämpfen. Das ist in Kombination mit der Notwendigkeit, #Europa #unaghängig von den #USA zumachen, richtig unschön.

Make paint-by-number pictures in R: #rstats

GitHub - cj-holmes/paintr: Create paint by numbers images
Create paint by numbers images. Contribute to cj-holmes/paintr development by creating an account on GitHub.

🇺🇦 #NowPlaying on KEXP's #JazzTheatre
Robert Glasper feat. H.E.R. & Me’Shell NdegéOcello:
🎵 Better Than I Imagined
#RobertGlasper #HER #MeShellNdegéOcello
https://open.spotify.com/track/04vYVsWbhkQaTLx2kgVNks

Easier debugging of piped analyses in R: https://github.com/MilesMcBain/breakerofchains by @…

Lets be honest, we spend too much time cleaning data. {janitor} can help with that: #rstats