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Ben Schneider

@bschneidr

Stats, surveys, R, and dogs. www.practicalsignificance.com

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19.09.2023
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Latest posts by Ben Schneider @bschneidr

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LLM-Assisted Issue Triage for Open Source Maintainers Nic Crane

I built a GitHub issue classifier for Apache Arrow issue language using {ellmer} - super simple and almost 100% accuracy. Blog post: niccrane.com/posts/llm-issue-triage/

#rstats #ai #llms

10.03.2026 14:00 πŸ‘ 10 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0
Friedman Unit - Wikipedia

Or roughly 0.08 Friedman Units

en.wikipedia.org/wiki/Friedma...

09.03.2026 22:39 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Some in the Trump administration are pushing to rebuild IES After DOGE gutted IES, the education and statistics agency inside the Education Department, some in the Trump administration are trying to rebuild it. A new report of ideas on how to do that was relea...

β€œnot one of the recommendations was a new idea to NCES,” said Peggy Carr. β€œMany had already been implemented or we were working on when the center was dismantled."

Great reporting by @jillbarshay.bsky.social hechingerreport.org/proof-points...

09.03.2026 11:36 πŸ‘ 24 πŸ” 11 πŸ’¬ 1 πŸ“Œ 1
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We released DuckDB v1.5!

This release comes with a β€œfriendly CLI” client, a new (opt-in) PEG parser, support for VARIANT types and many lakehouse features. It also ships a new network stack, a reworked geospatial extension, Azure writes and an ODBC scanner.

Read more at duckdb.org/2026/03/09/a...

09.03.2026 13:22 πŸ‘ 62 πŸ” 16 πŸ’¬ 0 πŸ“Œ 1
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The sky is not falling; high-quality platforms (Prolific, Verasight, CR Connect) have low rates of apparent bots. osf.io/preprints/ps... But also not zero; vigilance is very much needed!

08.03.2026 20:56 πŸ‘ 104 πŸ” 49 πŸ’¬ 1 πŸ“Œ 2
R-Ladies branded graphic with purple-to-blue gradient background. The heading reads "Our Programs" in white. Six program cards are arranged in a 2-by-3 grid: Mentoring (connecting new chapter organizers with experienced leaders), RoCur (rotating curation on Bluesky spotlighting community voices), Abstract Review (80+ reviewers helping members submit to conferences), Community Slack (a safe space for connecting, learning, and sharing), Blog (tutorials, stories, and career journeys from our community), and YouTube (event recordings and learning materials).

R-Ladies branded graphic with purple-to-blue gradient background. The heading reads "Our Programs" in white. Six program cards are arranged in a 2-by-3 grid: Mentoring (connecting new chapter organizers with experienced leaders), RoCur (rotating curation on Bluesky spotlighting community voices), Abstract Review (80+ reviewers helping members submit to conferences), Community Slack (a safe space for connecting, learning, and sharing), Blog (tutorials, stories, and career journeys from our community), and YouTube (event recordings and learning materials).

R-Ladies is more than meetups. Our programs:

🀝 Mentoring β€” pairing new organizers with experienced ones
πŸ“£ RoCur β€” rotating curation on Bluesky
πŸ“ Abstract Review β€” 80+ reviewers for conference submissions
πŸ’¬ Community Slack
πŸ“– Blog & YouTube

rladies.org

#RLadiesIWD2026

08.03.2026 14:01 πŸ‘ 8 πŸ” 6 πŸ’¬ 0 πŸ“Œ 0
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GitHub - Felixmil/quarto-envelope Contribute to Felixmil/quarto-envelope development by creating an account on GitHub.

Happy that I just released my first #quarto extension: quarto-envelope βœ‰οΈ

I Had 100+ birth announcements letters to write, so I built a Quarto/Typst extension to generate print-ready PDFs programmatically from R.

I hope it will be helpful for the #rstats community !

github.com/Felixmil/qua...

08.03.2026 11:48 πŸ‘ 10 πŸ” 2 πŸ’¬ 3 πŸ“Œ 0

Live and lapply()

07.03.2026 20:35 πŸ‘ 4 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

The sapply() who loved me

07.03.2026 19:05 πŸ‘ 36 πŸ” 5 πŸ’¬ 3 πŸ“Œ 0

A Quarto of Solace

07.03.2026 00:11 πŸ‘ 28 πŸ” 2 πŸ’¬ 0 πŸ“Œ 1
i love data, me too meme

i love data, me too meme

04.03.2026 00:34 πŸ‘ 189 πŸ” 43 πŸ’¬ 11 πŸ“Œ 11
README

Just learned about the delightful R package β€˜fcuk’ to help users correct typos while coding:

cran.r-project.org/web/packages...

05.03.2026 15:49 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Usually I can find something to appreciate and treat it as a learning experience. Like when I first had to use Python I enjoyed learning about comprehensions and itertools. It helps counterbalance the ick from things like Pandas or overstuffed Jupyter notebooks.

05.03.2026 00:07 πŸ‘ 5 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

It’s usually easy but sometimes it gets stressful to make the short turnaround time to address CRAN check warnings/notes or else have your package archived.

04.03.2026 19:57 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

With very large numbers of n’s you don’t need randomization, and with LLM’s we can generate very large numbers of n’s, so I think all of science is solved by now. I don’t see any problems with this.

03.03.2026 23:27 πŸ‘ 96 πŸ” 18 πŸ’¬ 5 πŸ“Œ 1

If only AI / ML had been around when I was training, I wouldn’t have had to learn about things like causal inference, how to evaluate prediction models or even, say, the importance of data quality. What a waste of time all that was!

03.03.2026 16:56 πŸ‘ 6 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
Screenshot of both sides of the printable version of the cheatsheet

Screenshot of both sides of the printable version of the cheatsheet

Screenshot of the web version of the recipes cheatsheet

Screenshot of the web version of the recipes cheatsheet

#tidymodels now has its very first cheatsheet! "Preprocessing data with {recipes}" is now available in Web and PDF versions here: rstudio.github.io/cheatsheets/... #rstats #posit #rstudio

02.03.2026 17:23 πŸ‘ 48 πŸ” 14 πŸ’¬ 0 πŸ“Œ 1

I just learned that Ayatollah Khamenei and Ayatollah Khomenei are not the same person. Here's my plan for regime change in Iran....(1/23)

02.03.2026 02:37 πŸ‘ 3851 πŸ” 591 πŸ’¬ 41 πŸ“Œ 25

There's a moment in every data engineer's career when they discover they can query a 10GB Parquet file on their laptop in seconds.

That's the DuckDB moment.

It changes how you think about what requires a cluster and what doesn't. Spoiler: most things don't.

ssp.sh/blog/enterp...

27.02.2026 13:45 πŸ‘ 53 πŸ” 5 πŸ’¬ 0 πŸ“Œ 1

……. Deep cut

28.02.2026 01:41 πŸ‘ 46 πŸ” 6 πŸ’¬ 2 πŸ“Œ 0

THERE IS ONLY ONE TRUE WAY TO CODE AND IT IS TIDY. All others will perish on the altar of messiness. MUAHAHAHAHAAAAAAAAAAAAAA

27.02.2026 18:04 πŸ‘ 25 πŸ” 6 πŸ’¬ 1 πŸ“Œ 0

The more I learn about #rstats the more excited I get. We have a rich ecosystem of tools / libraries such as #shiny or @quarto.org that I honestly feel like I can do anything

There's tremendous opportunity in corporations to improve and transform their workflow and reporting capabilities.

26.02.2026 01:07 πŸ‘ 17 πŸ” 4 πŸ’¬ 2 πŸ“Œ 0

that’s a big selling point for weighted bootstraps (and things like Fay’s method), so that you don’t get a bad bootstrap sample that breaks your model

26.02.2026 01:29 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

DC district court has denied the Department of Education's motion to dismiss our case challenging IES's termination of four research studies, its peer review program, and restricted data use application processing!

ecf.dcd.uscourts.gov/cgi-bin/show...

25.02.2026 23:02 πŸ‘ 10 πŸ” 6 πŸ’¬ 0 πŸ“Œ 0
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spopt-r brings powerful spatial optimization algorithms for regionalization, facility location, and market analysis to R with a blazing-fast Rust backend.

Use them for analyses in energy, retail, logistics, sales, real estate, and more.

Get started: walker-data.com/spopt-r

25.02.2026 22:12 πŸ‘ 27 πŸ” 5 πŸ’¬ 0 πŸ“Œ 0

Starting a job posting thread in the survey industry. First, off Pew on their methods group

25.02.2026 15:27 πŸ‘ 8 πŸ” 8 πŸ’¬ 1 πŸ“Œ 0
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Survey Associate, Methodology Pew Research Center Organization Overview Pew Research Center is a nonpartisan fact tank that informs the public about the issues, attitudes and trends shaping America and the world. It conducts publi...

Exciting news! We just posted an opening for a Survey Associate on @pewresearch.org's Methods team! This is an amazing opportunity for someone relatively early in their career to join what is, IMO, the most fun methods team in the business. Full description at the link below.

24.02.2026 21:16 πŸ‘ 34 πŸ” 42 πŸ’¬ 1 πŸ“Œ 2

This piece is open access, and if you write survey questions, you should read it.

25.02.2026 15:00 πŸ‘ 13 πŸ” 4 πŸ’¬ 2 πŸ“Œ 0

The whole dinner scene is amazing. Every time I watch it I’m just howling over the rhetorical questions β€œsnacks?!!” and β€œdid you see our show?!!”

25.02.2026 13:14 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0