Tootfinder

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

The R Graph Gallery – Help and inspiration for R charts
The R graph gallery displays hundreds of charts made with R, always providing the reproducible code.

Ronnie Dio and The Prophets - "Ooh Poo Pah Doo" (1962)
Not the best version (there are hundreds) but I just love hearing early Dio's voice on this NOLA R&B classic. 🔥 🤘
#music #R&B #60s

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

Build websites for R packages
Generate an attractive and useful website from a source package. pkgdown converts your documentation, vignettes, README, and more to HTML making it easy to share information about your package online.

🇺🇦 #NowPlaying on KEXP's #DriveTime
R.E.M.:
🎵 World Leader Pretend
#REM
https://laudanumfr.bandcamp.com/track/world-leader-pretend-r-e-m

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

Allison Horst - R Packages & Functions

🇺🇦 Auf radioeins läuft...
R.E.M.:
🎵 Daysleeper
#NowPlaying #REM
https://remhq.bandcamp.com/track/daysleeper
https://open.spotify.com/track/7chTzkbpS16xJqyhJWQlmt

#NowPlaying the new record M.E.M.O.I.R.S. by Jamil Honesty x JrSwiftz and this is some 🔥
https://jamilhonesty.bandcamp.com/album/m-e-m-o-i-r-s-2

Make sure your code follows a consitent style using the {lintr} package. #rstats

A Linter for R Code
Checks adherence to a given style, syntax errors and possible semantic issues. Supports on the fly checking of R code edited with RStudio IDE, Emacs, Vim, Sublime Text, Atom and Visual Studio Code.

First power on of the Sony PVM-2530: major convergence issues. Fortunately I have the service manual and this should be very correctable. Still need to get the speakers cleaned up and attached to the PVM.
#electronics #crt

🇺🇦 #NowPlaying on KEXP's #VarietyMix
R.E.M.:
🎵 Gardening at Night
#REM
https://prfmonthlytributeseries.bandcamp.com/track/gardening-at-night
https://open.spotify.com/track/4z80LOrUJonngRGzzrfjnD

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

R CHARTS | A collection of charts and graphs made with the R programming language
Over 1400 graphs with reproducible code divided in 8 big categories and over 50 chart types, in addition of tools to choose and create colors and color palettes

🇺🇦 Auf radioeins läuft...
Röyksopp:
🎵 Here She Comes Again
#NowPlaying #Röyksopp
https://royksopp.bandcamp.com/album/here-she-comes-again-ft-jamie-irrepressible-true-electric-ivory-remix
https://open.spotify.com/track/74yc92Sz8uASKnWdLmls6w

#DavidChokachi #BrookeBurns #MichaelBergin
Season 9 Episode 14 "Boys Will Be Boys"

The shocking reason Arctic rivers are turning rusty orange #Arctic

The shocking reason Arctic rivers are turning rusty orange
Researchers found that ice can trigger stronger chemical reactions than liquid water, dissolving iron minerals in extreme cold. Freeze-thaw cycles amplify the effect, releasing iron into rivers and soils. With climate change accelerating these cycles, Arctic waterways may face major transformations.

🇺🇦 #NowPlaying on KEXP's #AfternoonShow
Röyksopp:
🎵 Happy Up Here
#Röyksopp
https://open.spotify.com/track/3atK9rLswfEvLbR1HZH2Hy

📊 Die Top 4 Beiträge der vorletzten Woche mit den meisten Boosts sind:
1. Die #Übergangsfrist für den Betrieb des #LNG-Terminals #Rügen ohne

R.I.P. Bobby Whitlock, co-founder of Derek And The Dominos
#TDIM #RIP
https://www.avclub.com/bobby-whitlock-…

R.I.P. Bobby Whitlock, co-founder of Derek And The Dominos
R.I.P. Bobby Whitlock, co-founder of Derek And The Dominos

🇺🇦 Auf radioeins läuft...
Roxy Music:
🎵 Love Is The Drug
#NowPlaying #RoxyMusic
https://triple-m1.bandcamp.com/track/roxy-music-love-is-the-drug-triple-m-rework
https://open.spotify.com/track/3wtMkvedoWMQ3XTKv7tqcZ

Almost optimal rat density.
There's space for at least one more. Or two. Or three
https://old.reddit.com/r/RATS/comments/1mri67g/if_u_correctly_guess_how_many_rats_are_in_the/

🇺🇦 #NowPlaying on #BBC6Music's #CraigCharles
M/A/R/R/S:
🎵 Pump Up The Volume
#M #A #R #S
https://edicionesyremixesdjalesvanhotmailcom.bandcamp.com/album/m-a-r-r-s-pump-up-the-volume
https://open.spotify.com/track/60L8m3PCDp0cTytHjUe0qW

Dear #rstats users of #emacs I am developing an Emacs Major Mode to use treesitter with R and #ESS I've been using it for over 2 weeks now and it is looking good, but it would greatly benefit from…

Juristische Auseinandersetzung mit der Eilentscheidung des Oberverwaltungsgerichts zur #RüttenscheiderStraße in #Essen und den erkannten Gestaltungsräumen von @…

OVG Münster: Flankierende Maßnahmen ermöglichen Fahrradstraße - Recht energisch
Juristen sind sehr an Texten orien­tiert. Dabei sagt ein Bild oft mehr als tausend Worte. Insbe­sondere dann, wenn es darum […]

Get 9-30x speed doing areal-weighted interpolation with my new {𝐝𝐮𝐜𝐤𝐬𝐟} #rstats package compared to {sf}/{areal}. Experimental, but tested against both {areal} and {sf}. https://github.com/e-kotov/ducksf . Despite…

The {cli} package makes it easy to show pretty and informative messages to the user of your code. #rstats #terminal

GitHub - r-lib/cli: Tools for making beautiful & useful command line interfaces
Tools for making beautiful & useful command line interfaces - r-lib/cli

Interessante Übung, die ich ausprobiert habe: Ich stelle mich locker-entspannt hin, schließe meine Augen und stelle mir vor, ich hätte am Hinterkopf ein Paar Augen. Durch die schaue ich einfach mal nach draußen.
Bei dieser Übung wird die Rückenmuskulatur entspannt. Kann ich wie gesagt bestätigen, auch wenn es nicht jedes mal klappt.
Was es nich’ alles gibt ...
#rückenschmerzen

🇺🇦 Auf radioeins läuft...
R.E.M.:
🎵 Shiny Happy People
#NowPlaying #REM
https://edit-mix.bandcamp.com/track/r-e-m-shiny-happy-people-retro-pulse-125-bpm
https://open.spotify.com/track/2ipPSHWmG68OrbySnVjmcO

Man darf hier in Thiessow wirklich keine arachnophobia haben. Hier hängen mind. 5 Spinnen in jedem Raum. Hatte bisher jede Nacht eine die versucht hat mich im Schlaf zu überqueren. Zum Glück sind sowohl die Kids als auch ich total entspannt und teilen uns einfach die Wohnung mit ihnen. #balticsea #Rügen

I didn’t know much about him before, but I’m going to read his Wikipedia page regardless.
#RIPRobertRedford

I'm subscribed to various #Reddit topics involving TV shows, like /r/magnumpi, /r/cowboybebop and /r/firefly and fans are always asking and scrambling to new streaming services when their show disappears from their own service. For the love of #Odin: Just buy a

🇺🇦 #NowPlaying on BBCRadio3's #Breakfast
R. Nathaniel Dett & William Chapman Nyaho:
🎵 In The Bottoms (Barcarolle)
#RNathanielDett #WilliamChapmanNyaho

GitHub Actions for the R language: Makes automatic testing of your R package much easier and making sure your package works on different OS and R versions is a matter of just a few lines of yaml: #rstats

Warum die Paketbotenperson die Abstellgenehmigung immer genau in den Hitzewellen nicht nutzt, und ich deswegen zur Filiale muss, würde ich auch gerne mal wissen. #RätselDesAlltags

Esto fue un hallazgo del día del vinilo hace unas pocas semanas. Un disco que andaba buscando hace tiempo y que me faltaba en mi colección de R.E.M. 🫶🏻
«Unplugged 2001»
#REM #Unplugged #Vinilos

Who sets a “deadline” for “10 or 12” days?
The point of a deadline is it is a clear point in time that must be met or not met.
Trump is so incredibly spineless.
#russiaUkraineWar #taco
https://bsky.brid.gy/r/https://bsky.app/profile/did:plc:wcmdstkjsrghcsa6e76kocbs/post/3luzpapxabk2b

"‘Europe is becoming a solar powerhouse’: Solar tops EU electricity as coal sinks to new low"
#Europe #SolarPower #Energy

Solar becomes EU’s largest electricity source for the first time
The Netherlands and Greece were the top solar record setters, while wind power also hit new highs in May and June.

Its clear that Trump is effectively if not literally a Russian agent hell bent on destroying the USA...
"As president of the Massachusetts AFL-CIO Chrissy Lynch said in July after the Republicans passed the budget reconciliation bill cutting clean energy tax credits: “Working families shouldn’t have to purchase energy from billionaire oil tycoons and foreign governments or let them set the price of our energy bills.”
Her observation hit home earlier this week, when Joe Wallace, Costas Paris, Alex Leary, and Collin Eaton of the Wall Street Journal reported that the comments of Russian president Vladimir Putin and Trump at their meeting in Alaska on August 15 in which they talked about doing more business together were not vague goodwill. ExxonMobil and Russia’s biggest energy company, Rosneft, have been in secret talks to resume a partnership to extract Russian oil, including in the Arctic, that had been severed by Russia’s attack on Ukraine in 2022."
#USPolitics #RenewableEnergy
https://open.substack.com/pub/heathercoxrichardson/p/august-30-2025?r=103mi&utm_campaign=post&utm_medium=email

🇺🇦 Auf radioeins läuft...
Róisín Murphy:
🎵 Overpowered
#NowPlaying #RóisínMurphy
https://jamiemangotwin.bandcamp.com/track/roisin-murphy-overpowered
https://open.spotify.com/track/7di4QTqNCZjX4JUFKhWQsr

R learning for applied statistics by Chenxin Li: #rstats

GitHub - cxli233/Online_R_learning: Online R learning for applied statistics
Online R learning for applied statistics . Contribute to cxli233/Online_R_learning development by creating an account on GitHub.

#réparation Vous avez un appareil qui ne fonctionne plus ? S'il n'est plus sous garantie, essayez toujours de le réparer.
Sérieusement, même si vous "n'y connaissez rien". Vous n'avez rien Š perdre, et vous allez apprendre.
Et vous pouvez trouver de l'aide dans les Repair Cafés.
Il y a quelques années, j'avais un taux de succès d'Š peine …

Im Windpark #BütowZepkow bei #Röbel (Mecklenburgische Seenplatte) beginnt das #Repowering.
Sieben alte 70 m hohe

Windpark bei Röbel wird umgebaut und erzeugt mehr Strom
Die nächsten sieben Windräder werden abgebaut und durch mehr als doppelt so hohe Anlagen ersetzt.

🇺🇦 #NowPlaying on KEXP's #AfternoonShow
R.E.M.:
🎵 Pretty Persuasion
#REM
https://krudler.bandcamp.com/track/pretty-persuasion-r-e-m
https://open.spotify.com/track/67JRQqf8YYNV7diHQzUjbj

Flawless #HollyGagnier
Season 1 Episode 10 "The Cretin of the Shallows"
#RandomBaywatch #lvdlpx

#rstats #spanishoddata will be presented next week at the MNO-MINDS ESSnet Project Final Conference https://cros.ec.eur…

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

GitHub - cutterkom/generativeart: Create Generative Art with R
Create Generative Art with R. Contribute to cutterkom/generativeart development by creating an account on GitHub.

Function-oriented Make-like declarative workflows for R #rstats

GitHub - ropensci/targets: Function-oriented Make-like declarative workflows for R
Function-oriented Make-like declarative workflows for R - ropensci/targets

🇺🇦 #NowPlaying on #BBC6Music's #DreamTime
Werkha & Ríoghnach Connolly:
🎵 Everyday
#Werkha #RíoghnachConnolly
https://werkha.bandcamp.com/track/everyday-feat-r-oghnach-connolly

🇺🇦 Auf radioeins läuft...
Róisín Murphy:
🎵 CooCool (Radio Edit)
#NowPlaying #RóisínMurphy
https://roisinmurphy.bandcamp.com/album/coocool
https://open.spotify.com/track/77v3whD60OC0g4RePlHDhT

A template for data analysis projects structured as R packages (or not) #rstats #datascience

GitHub - Pakillo/template: A template for data analysis projects structured as R packages (or not)
A template for data analysis projects structured as R packages (or not) - Pakillo/template

The Search
Season 4 Episode 1 "Race Against Time: part 1"
#RandomBaywatch #lvdlpx #Baywatch

🇺🇦 #NowPlaying on KEXP's #MorningShow
Röyksopp:
🎵 Eple
#Röyksopp
https://poloar.bandcamp.com/track/r-yksopp-eple-polo-edit
https://open.spotify.com/track/7pbEKdMWHGwPQSDGfcNycM

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

🚀 #rJavaEnv #rstats (helper for 100 Java-dependent R packages) is about to get its biggest update yet. Just in time for ~10k downloads, Java 25 release, and its CRAN bday!
👉 Dev version:

Im #Röschenwald bei #Aulendorf entstehen vier neue #Windräder auf einer Fläche größer als ein Fußballfeld.
Die Fundamente sind gegossen, die 80 m langen

Groß wie ein Fußballfeld: Hier entsteht ein Windrad
Per Bus zur Baustelle - das ließen sich 60 Menschen nicht entgehen. Auf einer Fläche größer als ein Fußballfeld, sahen sie, wie ein Windrad entsteht.

🇺🇦 Auf radioeins läuft...
Róisín Murphy:
🎵 Overpowered
#NowPlaying #RóisínMurphy
https://jamiemangotwin.bandcamp.com/track/roisin-murphy-overpowered
https://open.spotify.com/track/7di4QTqNCZjX4JUFKhWQsr

Sometimes you get data in less than optimal format, e.g. as a png of a figure 😭... In that case https://cran.r-project.org/web/packages/metaDigitise/vignettes/metaDigitise.html might be the rescue.

🇺🇦 Auf radioeins läuft...
Röyksopp:
🎵 The Girl And The Robot
#NowPlaying #Röyksopp
https://royksopp.bandcamp.com/track/the-girl-and-the-robot-ft-robyn-true-electric-2
https://open.spotify.com/track/5HAOkY0sfcNfy576ZTHdTD

#AngieHarmon #DavidHasselhoff #GregoryAlanWilliams
Baywatch Nights 1x02 - Bad Blades

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 #MorningShow
R.E.M.:
🎵 Radio Free Europe
#REM
https://theartsmix02.bandcamp.com/track/r-e-m-radio-free-europe-the-art-mix-edit-kzp-rms

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

GitHub - jokergoo/pkgndep: Analyzing Dependency Heaviness of R Packages
Analyzing Dependency Heaviness of R Packages. Contribute to jokergoo/pkgndep development by creating an account on GitHub.

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

Using fonts in R graphics can be tricky at times. {showtext} aims to make it easier: #rstats

🇺🇦 Auf radioeins läuft...
The Rifles:
🎵 Repeated Offender
#NowPlaying #TheRifles
#radioeins gespielten Titel als #Spotify Playliste: https://open.spotify.com/playlist/3hdH98B6uyXilhcWxCA6nv

#StacyKamano as Kekoa Tanaka
S11E02 "A Knife in the Heart"
#BaywatchHawaii #RandomBaywatch

{constructive} prints code that can be used to recreate R objects. Like dput, but better... #rstats

Display Idiomatic Code to Construct Most R Objects
Prints code that can be used to recreate R objects. In a sense it is similar to base

🇺🇦 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

Polars is a lightning fast DataFrame library/in-memory query engine with parallel execution and cache efficiency. And now you can use is with the tidyverse syntax: #rstats

Beside the {report} package (yesterdays note) there are more tools in the easystats collection. #rstats

GitHub - easystats/easystats: :milky_way: The R easystats-project
:milky_way: The R easystats-project. Contribute to easystats/easystats development by creating an account on GitHub.

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

GitHub - lionel-/codegrip: Reshaping and navigation commands for R code
Reshaping and navigation commands for R code. Contribute to lionel-/codegrip development by creating an account on GitHub.

🇺🇦 #NowPlaying on KEXP's #SeekAndDestroy
Re-Buried:
🎵 Rotted Back to Life
#ReBuried
https://re-buried.bandcamp.com/track/rotted-back-to-life
https://open.spotify.com/track/6uYZVaEN94SD8HsORSErjj

Do you (sometimes) use print() or message() for debugging your code? Next time you can use {icecream} instead: #rstats

Ice Cream for R Programmers - Turtletopia: a blog about programming in R
Icecream is a tool which may serve as a more sophisticated replacement of using print while debugging.

A curated list of awesome tools to assist 📦 development in R programming language. #rstats #📦

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

🇺🇦 Auf #radioeins läuft...
Idles:
🎵 Rabbit Run
#NowPlaying #Idles
https://idlesband.bandcamp.com/album/rabbit-run

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 #KEXP's #AfternoonShow
Röyksopp feat. Susanne SundfŸr:
🎵 Running to the Sea
#Röyksopp #SusanneSundfør
https://teo-f.bandcamp.com/track/r-yksopp-susanne-sundf-r-running-to-the-sea-teo-f-edit

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

🇺🇦 Auf radioeins läuft...
R.E.M.:
🎵 Daysleeper
#NowPlaying #REM
https://lesstalkrecords.bandcamp.com/track/daysleeper-r-e-m-cover
https://open.spotify.com/track/7chTzkbpS16xJqyhJWQlmt

🇺🇦 #NowPlaying on KEXP's #MiddayShow
R.E.M.:
🎵 (Don’t Go Back to) Rockville
#REM
https://mitchnelson.bandcamp.com/album/dont-go-back-to-rockville-r-e-m

Visualize dependencies between functions: #rstats

🇺🇦 #NowPlaying on KEXP's #MorningShow
R.E.M.:
🎵 It’s the End of the World as We Know It (and I Feel Fine)
#REM
https://mototembo.bandcamp.com/album/its-the-end-of-the-world-as-we-know-it-moto-tembo-edits
https://open.spotify.com/track/2oSpQ7QtIKTNFfA08Cy0ku

🇺🇦 Auf radioeins läuft...
Raekwon:
🎵 Bear Hill
#NowPlaying #Raekwon
#newRelease 🆕 album
https://raekwon.bandcamp.com/track/bear-hill
https://open.spotify.com/track/5CKlHD7oT40Z793Ykppbfn

I am more fluent in LaTeX than in plotmath expression. If you are the same, latex2exp will make your life easier. https://cran.r-project.org/web/packages/latex2exp/vignettes/using-latex2exp.html

🇺🇦 Auf radioeins läuft...
R.E.M.:
🎵 Imitation Of Life
#NowPlaying #REM
https://djlook1.bandcamp.com/track/djlook-r-e-m-imitation-of-life-edit
https://open.spotify.com/track/32kmXl5F8I3XDVKNfwwM4J

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

Do you need better performance than what the standard #tidyverse functions have? {collapse} might be worth a look: https://sebkrantz.github.io/collapse/

🇺🇦 Auf radioeins läuft...
Röyksopp:
🎵 Eple
#NowPlaying #Röyksopp
https://poloar.bandcamp.com/track/r-yksopp-eple-polo-edit
https://open.spotify.com/track/7pbEKdMWHGwPQSDGfcNycM

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.

🇺🇦 Auf radioeins läuft...
RÜFÜS DU SOL:
🎵 Innerbloom
#NowPlaying #RÜFÜSDUSOL
https://relyve.bandcamp.com/track/relyve-vs-r-f-s-du-sol-innerbloom-edit
https://open.spotify.com/track/77kMHM0D2MgGTjoL2308Lm

{piggyback} makes it easier to attach large files (e.g. input data) to code in github repos: #rstats

GitHub - ropensci/piggyback: :package: for using large(r) data files on GitHub
:package: for using large(r) data files on GitHub. Contribute to ropensci/piggyback development by creating an account on GitHub.

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

Primer to get you started with Optimization and Mathematical Programming in R #rstats

The functions in the {withr} package allow to change your environment temporarily. E.g. create a temp file for a {testthat} test and clean it up afterwards. #rstats

Run Code With Temporarily Modified Global State
A set of functions to run code with safely and temporarily modified global state. Many of these functions were originally a part of the devtools package, this provides a simple package with limited dependencies to provide access to these functions.

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.

Getting started with Shiny to make interactive web-apps with R: #rstats

Overview | Building Web Apps with R Shiny
This class will teach you the basics of Shiny app programming, giving you skills that will form the basis of almost any app you want to build. By the end of the class, you will have created a custom app that collects and saves data, allows users to dynamically visualize the data, and produces downloadable reports.

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

If you feel you should be reading more: #rstats #ebooks

Big Book of R

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

{slider} helps with aggregation over (sliding) windows, both index and time period based: #rstats

GitHub - r-lib/slider: Sliding Window Functions
Sliding Window Functions. Contribute to r-lib/slider development by creating an account on GitHub.

Want to check the google trends for a topic? Use {gtrendsR} directly from within your favorite language: #googletrends

GitHub - PMassicotte/gtrendsR: R functions to perform and display Google Trends queries
R functions to perform and display Google Trends queries - PMassicotte/gtrendsR