~/talk

Python Rgonomics

on YouTube 19m
Talkat posit::conf(2024) · 2024-08-12..08-14· [python]

speaker

name:Emily Riederer
website:https://emilyriederer.com/

resources

video:https://youtu.be/ILxK92HDtvU
slides:none on file

summary

Recommends swapping pandas for Polars (zero dependencies, Rust backend, native support in Seaborn/Scikit‑learn, column expressions, select helpers, streaming and in‑memory parity with dplyr ergonomics), using Plotnine or Seaborn objects for ggplot‑style plots (Seaborn objects supports multiple x/y facets), replacing notebooks with Quarto for plain‑text reproducible docs, and managing envs with PDM plus pyenv and linters (Ruff, ErrorLens); examples work end‑to‑end.

AI-written summary · about

chapters (8)

  1. 0:00Python ergonomics intro
  2. 1:50Unergonomic Python tools
  3. 3:15Polars for data wrangling
  4. 6:31Plotnine and Seaborn objects
  5. 9:46Quarto and Great Tables
  6. 12:14Python vs R dev experience
  7. 15:53VS Code and Positron
  8. 18:09Conclusion and Q&A

related talks

~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.