R Weekly Highlights

Issue 2024-W43 Highlights


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Bringing tidy principles to a fundamental visualization for gene expressions, being on your best "behavior" for organizing your tests, and how data.table stacks up to DuckDB and polars for reshaping your data layouts.
Episode Links
  • This week's curator: Jon Carroll - @[email protected] (Mastodon) & @carroll_jono (X/Twitter)
  • Exploring the tidyHeatmap R package
  • Don't Expect That "Function Works Correctly", Do This Instead
  • Comparing data.table reshape to duckdb and polars
  • Entire issue available at rweekly.org/2024-W43
Supplement Resources
  • tidyHeatmap: Draw heatmap simply using a tidy data frame https://stemangiola.github.io/tidyHeatmap/
  • Novel App knock-in mouse model shows key features of amyloid pathology and reveals profound metabolic dysregulation of microglia https://molecularneurodegeneration.biomedcentral.com/articles/10.1186/s13024-022-00547-7
  • Shiny App-Packages chapter on writing tests and specifications https://mjfrigaard.github.io/shiny-app-pkgs/test_specs.html
  • WANT CLEANER UNIT TESTS? TRY ARRANGE, ACT, ASSERT COMMENTS https://jakubsob.github.io/blog/want-cleaner-test-try-arrange-act-assert/
  • Super Data Science Podcast 827: Polars: Past, Present and Future, with Polars Creator Ritchie Vink https://www.superdatascience.com/podcast/827
  • duckplyr: A DuckDB-backed version for dplyr https://duckplyr.tidyverse.org/
Supporting the show
  • Use the contact page at https://serve.podhome.fm/custompage/r-weekly-highlights/contact to send us your feedback
  • R-Weekly Highlights on the Podcastindex.org - You can send a boost into the show directly in the Podcast Index. First, top-up with Alby, and then head over to the R-Weekly Highlights podcast entry on the index.
  • A new way to think about value: https://value4value.info
  • Get in touch with us on social media
Music credits powered by OCRemix
  • Black Feathers in the Sky - Kid Icarus: Uprising - MkVaff - https://ocremix.org/remix/OCR04200
  • Cross-Examination - Phoenix Wright: Ace Attorney - PrototypeRaptor - https://ocremix.org/remix/OCR01846
...more
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R Weekly HighlightsBy Eric Nantz

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