Polars on Badran Elshenawy https://badran-elshenawy.netlify.app/tags/polars/ Recent content in Polars on Badran Elshenawy Hugo en Thu, 07 May 2026 09:00:00 +0000 From Tidyverse to Scverse – Post 6: Scanpy Done Right — The Modern PBMC 3k Pipeline https://badran-elshenawy.netlify.app/posts/tidyverse-to-scverse-scanpy-done-right/ Thu, 07 May 2026 09:00:00 +0000 https://badran-elshenawy.netlify.app/posts/tidyverse-to-scverse-scanpy-done-right/ Every tool from this series — Polars, uv, Marimo, and now Plotnine — converge in a real scRNA-seq pipeline. Clone it, run it, make it yours. From Tidyverse to Scverse – Post 2: Polars vs Pandas for Tidyverse Users https://badran-elshenawy.netlify.app/posts/tidyverse-to-scverse-polars-vs-pandas/ Tue, 28 Apr 2026 09:00:00 +0000 https://badran-elshenawy.netlify.app/posts/tidyverse-to-scverse-polars-vs-pandas/ Pandas felt wrong after dplyr? Polars fixes almost everything: method chaining, lazy evaluation, and syntax that reads like tidyverse pipes. From Tidyverse to Scverse – Post 1: Why I'm Making the Switch to Python https://badran-elshenawy.netlify.app/posts/tidyverse-to-scverse-why-switching/ Fri, 24 Apr 2026 09:00:00 +0000 https://badran-elshenawy.netlify.app/posts/tidyverse-to-scverse-why-switching/ After 33 posts in R and building my own package, I’m adding Python to the toolkit. Here’s why — and what’s coming next.