pandas
https://github.com/pydata/pandas
Python
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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- Issues
- Grayscale-friendly cheatsheet
- DataFrame.sort_values(inplace=True) is slow and eats too much memory
- API/BUG: type of scalar aggregations
- DataFrame.to_excel with xlsxwriter and constant_memory makes most of the cells empty
- cannot get cut() to display desired bins label
- API: type conversions on merges
- Not possible to assign string values to columns using DataFrame.eval() under Python 3.6
- Unexpected Behavior when Setting partial row in MultiIndex-columned-Dataframe with Series
- Can't use dt.ceil, dt.floor, dt.round with coarser target frequencies
- passing a function to DataFrameGroupBy.agg - confusing documentation/behaviour
- Docs
- Python not yet supported