Pandas Under The Hood
Pandas Under The Hood
Peeking behind the scenes of a high
performance data analysis library
¡ª
July 25, 2015 | Jeff Tratner (@jtratner)
Pandas - large, well-established project.
Overview
Intro
Data in Python Background
Indexing
Getting and Storing Data
Fast Grouping / Factorizing
Summary
Overview
Intro
Data in Python Background
Indexing
Getting and Storing Data
Fast Grouping / Factorizing
Summary
Pandas - huge code base
¡ñ 200K lines of code
¡ñ Depends on many other libraries
¡ñ Goal: orient towards key internal concepts
Open Hub - Py-Pandas
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