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
- DEPR: Deprecate misleading CachedAccessor alias
- Consider adding a changelog to track version history
- BUG: precise_xstrtod no longer loses digits for leading-zero numbers
- PERF: High overhead in DataFrame.apply(raw=True) due to np.apply_along_axis
- PERF: Vectorize string column validity mask and offsets calculations in Interchange Protocol
- BUG: Fix resampling with CustomBusinessDay/BusinessDay and closed='right'
- BUG: CustomBusinessMonthBegin and CustomBusinessMonthEnd type signatures are missing the calendar and weekmask keyword arguments
- PERF: Pure Python loops when calculating validity masks and offset arrays in Interchange Protocol
- PERF: High overhead in DataFrame.apply(raw=True) due to np.apply_along_axis
- BUG: unstack CoW-aliasing untracked for tz-aware/period columns (GH#65748)
- Docs
- Python not yet supported