~/talk

Use pandas in tidy style

Talkat PyData Global 2022 · 2022-12-01..12-03· [python, data-visualization]
name:Srikanth
links:none on file
slides:none on file

A new Python package wraps pandas to give a tidyverse-like API: a tidyframe class that is a thin wrapper over pandas, an accessor to call tidy methods on DataFrame, and no-copy conversion between tidyframe and pandas. It removes indexes, offers consistent verbs for select/filter/mutate/grouped summarize, and keeps operations as fast as pandas. Examples show groupwise filtering without resets and widening without multi‑index headaches. Released April 2022 and on PyPI with 9 releases since then, active on GitHub.

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