iiinova — where your digital self keeps evolving

Reposted by Joshua Wilson Black

Ben Marwick @benmarwick.bsky.social · 06/07/2025

Here is my checklist summarising a small set of some of the simplest tasks you can do that have high potential to improve the reproducibility of your analysis code. This is based on my year of reproducibility reviews for the J. of Archaeological Science: authors.elsevier.com/a/1lHjN_6yUM... 🧪🏺

Checklist of items researchers can do to improve the reproducibility of their code

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Joshua Wilson Black @joshwilsonblack.bsky.social · 22/05/2025

I'm very excited to see this new work led by Gia Hurring is now out. We did a lot to shore up our approach to PCA for investigating vocalic covariation and find striking commonality of patterns across multiple corpora of New Zealand English and panel data doi.org/10.1017/S095...

doi.org

How stable are patterns of covariation across time? | Language Variation and Change | Cambridge Core

How stable are patterns of covariation across time?

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Reposted by Joshua Wilson Black

We Are RLadies+ @weare.rladies.org · 07/04/2025

📁 i'm a strong advocate for "project-oriented workflows" when it comes to coding, because it encourages reproducibility and enables easy context-switching. many IDEs support this practice. but what is a project-oriented workflow? here's a great introduction for R users: rstats.wtf/projects

rstats.wtf

3 Project-oriented workflow – What They Forgot to Teach You About R

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Joshua Wilson Black @joshwilsonblack.bsky.social · 02/12/2024

nzilbb.vowels: Vowel Covariation Tools (0.3.1) is now on CRAN. The package contains many useful functions for applying Principal Component Analysis to vocalic data and visualising the results. Website and documentation here: nzilbb.github.io/nzilbb_vowels/ #rstats #sociophonetics

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