OneMind-DataScience

Figure. A table is much closer to the concept of a "relation" in a relationam database. Your figure can looks like "tidy" os squared, but it is no a table

September 2025 Top 40 New CRAN Packages – R Works Here are my picks of the best of the two hundred forty new packages that landed on CRAN in September, organized into thirteen categories: Computational Methods, Data, Decision Analysis, Ecology, Epide...

It's time for the Top 40 New #RStats Packages on CRAN for September 2025!

Learn about new packages for data, statistics, finance, and more. These great packages come complete with great documentation, images, references.

Read the post: rworks.dev/posts/septem...

What's wrong with GitHub?
I didn't know any issue on this and many long-term projects live in Github for R or Python or Java, etc.
Should I be worried about something that I don't even know?

In a different scale, but @rconsortium.bsky.social has also received a good economic support for the R #RStat community.
bsky.app/profile/rcon...

In a different scale, but @rconsortium.bsky.social has also received a good economic support for the R #RStat community.
bsky.app/profile/rcon...

🚨 Big news for the R Community!

The Sovereign Tech Fund has invested $450,000 in the R Foundation to strengthen R’s sustainability, security, and modernization.

Details: r-consortium.org/posts/sovere...

#rstats #opensource #datascience

Main image: R+AI 2025 · Nov 12–13 · online · low cost

Skip the hype. Deep dive on R + AI 🧠

R+AI 2025 · Nov 12–13 · online · low cost 💻

Keynote: Joe Cheng (CTO, Posit) — “Keeping LLMs in Their Lane” 🎯

Register: rconsortium.github.io/RplusAI_webs...

#rstats #AI #LLMs #Quarto #RConsortium

Hi, I'm Charlotte Wickham and I'm your @weare.rladies.org curator for this week!
I'm a developer educator at @posit.co where I work on the @quarto.org team. Before Posit, I worked at @oregonstate.edu where I taught stats, data science and, of course, #rstats.

🌍🐾 Este domingo 5/10 es el primer Global Mammal Big Day y Observation.org es la plataforma oficial.
Participa en el BioBlitz de mamíferos de tu país y suma tus observaciones desde cualquier lugar 🦇🦊🐘.
👉 Más info: globalmammalday.com #globalmammalbigday

🔬El #CSIC es la sexta institución pública de #ciencia más importante del mundo

🌍 Tiene vigentes 525 acuerdos internacionales en 73 países

💡"Somos inevitablemente internacionales", Eloísa del Pino, presidenta del CSIC, en el 
#XEncuentroCSICInternacional

Heatmap with year on x-axis, and dates from Mar-May on y-axis. Colour shows number of cranes observed, showing increasing number of cranes and earlier in the year.

A quick heatmap for #TidyTuesday this week, where we're looking at data on crane sightings in Sweden! Here, I'm using annotations instead of a traditional legend 📊 Thanks to @jenrichmondphd.bsky.social for curating the data!

Code: github.com/nrennie/tidy...

#RStats #ggplot2 #DataViz

2) many methods includes a corresponding paper. If speed isn't a problem, you don't need to re-invent the wheel, just a propper citation...

{gm} - Create music with R: flujoo.github.io/gm/

#RStats bookmark from old twitter

Photo of field crew conducting electroshock sampling for fish as part of the US EPA National Rivers and Streams Assessment in Little Hunting Creek in Virginia, USA. Photographer: Kevin Biallas

Changing water temperatures and human-driven introductions of fish have altered the composition of fish populations in streams and rivers across the USA over the past three decades, a study in Nature suggests. go.nature.com/47ZCcWH 🧪

plumber2 0.1.0 plumber2, a complete rewrite of plumber, has landed on CRAN, providing a modern, future proof solution for creating web servers in R. Read all about the new features here.

I am super hyped to finally share the first release of plumber2 with all of you. This has been the center of my attention for a big part of 2025 and I hope you'll find it a worthy update to the venerable plumber package.

The blog post will tell you more

#rstats

Contrasting biological production trends over land and ocean - Nature Climate Change The authors jointly assess the changes in land and ocean net primary production from 2003 to 2021. They show contrasting trends, with overall planetary increases (0.11 ± 0.13 PgC yr−1) driven by terrestrial enhancement and offset by oceanic decline.

A study published in Nature Climate Change analyses net primary production (NPP) trends from 2003 to 2021, revealing an overall increase in planetary NPP, primarily due to terrestrial enhancements despite a decline in oceanic productivity. go.nature.com/4fP7uBA 🧪

ggpacman is definitely magic! #rstats

#TidyTuesday Evolución del índice Gini.

Script: vhgauto.github.io/tidytuesday/...

#Rstats #dataviz #Datavisualization

WeRTogether-useR!2025Keynote We R Together Yanina Bellini Saibene useR! 2025 Duke University How to learn, use and improve a programming language as a community

1/

I had the honor of giving a keynote at #useR2025 🎉 at Duke University: “We R Together – How to learn, use, and improve a programming language as a community” 💜

Slides here 👉 docs.google.com/presentation...

Video here: www.youtube.com/live/CTTvTQ-...

#rstats #useR2025

🚀 Arrancamos la semana con novedades y recursos del mundo #RStats

🔔 useR! 2025 → todo el contenido online, libre y gratuito
🧰 Paquetes: recipes, rsample, renv, sf, gt, targets
🎓 Tutorial: conexiones a bases remotas desde Quarto
🌟 Referente: Yanina Bellini (@yabellini)

+ estacion-r.com/newsletter

WOMBAT 2025 - Tutorial Nicholas Tierney - Introduction to R packages 29-30 September 2025, Naarm/Melbourne womabt2025.numbat.space

If you want to organise your own personal code collection or contribute to the broader #RStats ecosystem, you can write your R package!📦️

Nick Tierney will show how to use essential tools that make creating a package a breeze.

Read more and register here: wombat2025.numbat.space/program/tuto...

Pelotazo en el Desierto del Gobi. Primera observación mundial de la especie Deracanthina deracanthoides, de la que solo hay un registro en colección en GBIF.
Enhorabuena a José Ramón Correas por el registro y la identificación!

observation.org/observation/...

🏥 Xilin Chen shares how Quarto + R are used to create dynamic hospital reports that help lower unnecessary C-sections at The New York Data Science & AI Conference!

📍Catch her talk Aug 26–27 in NYC or online

🎟️Tix & more info: dataconf.ai/nyc

#HealthcareAnalytics #RStats #dataBS

Happy to say that 'mocapr' now supports import of joint center positions via .trc files from OpenCap.

github.com/steenharsted...

#rstats #mocap #opencap

WOMBAT 2025 - Keynote Nicola Rennie - Designing for decision-making: How to build effective data visualisations 29-30 september 2025, Naarm/Melbourne womabt2025.numbat.space

This year's keynote by #dataviz whizz Nicola Rennie will explore the creative and technical aspects of designing visualisations that clearly convey data stories.

#DataScience #OpenSource #BusinessAnalytics #DataDrivenDecisions #RStats

GPT-5: Key characteristics, pricing and model card I’ve had preview access to the new GPT-5 model family for the past two weeks, and have been using GPT-5 as my daily-driver. It’s my new favorite model. It’s still …

I've had preview access to GPT-5 for a couple of weeks, so I have a lot to say about it. Here's my first post, focusing just on core characteristics, pricing (it's VERY competitively priced) and interesting details from the GPT-5 system card simonwillison.net/2025/Aug/7/g...

Small multiple area charts for different countries between 1963 and 2023. Darker areas show reduction in Gini coefficient due to tax, with Ireland having the highest reduction.

This week's #TidyTuesday looks at data from @ourworldindata.org on the Gini coefficient (a measure of income inequality) before and after tax 📊

#RStats #ggplot2 #DataViz

Best Practice for R :: Cheat Sheet #rstats
github.com/wurli/r-bes...

Plot of global benthic δ18O data for 0 – 5.3 Ma (Lisiecki & Raymo, 2005) with geomagnetic polarity subchrons displayed on the top x-axis and planktic foraminiferal primary biozones plotted on the bottom x-axis using the deeptime package.

A mammal phylogeny (Garland et al., 1992) plotted in the fan layout using the ggtree and deeptime packages. The greyscale concentric circles in the background indicate geological stages, whereas the linear colored timescale indicates geological epochs.

Early tetrapod occurrence data (Jones et al., 2023) plotted as a taxonomic/biostratigraphic range plot using the geom_points_range() function from the deeptime package.

A stratigraphic column of Cretaceous lithostratigraphic units from the San Juan Basin, USA. The deeptime package has been used to add pattern fill which indicate the primary lithologies of the units as reported by the Macrostrat API (Peters et al., 2018) via the rmacrostrat R package (Jones et al., 2024).

📢 deeptime: an R package that facilitates highly customizable and reproducible visualizations of data over geological time intervals

🔗 doi.org/10.1080/2096...

Fully #openaccess in @bigearthdata1.bsky.social with insight about deeptime📦 development and code examples!

#rstats #geology #paleontology