pandas
https://github.com/pandas-dev/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
- BUG: `read_html` does not properly structure some html table elements (possible `rowspan` or `colspan` issues)
- BUG: Assigning datetime to pa.date32() type array should raise
- BUG: `pd.concat` does not maintain `timestamp[s][pyarrow]` index type. (`MultiIndex`)
- BUG: np.bool_(False) & pd.NA gives pd.NA
- BUG: Adding two series with pd.Series.add can change the dtype in unexpected ways.
- BUG: Overflow warning when using Series.diff() on Series with Periods
- CLN: Changed the behavior of `Series.__[gs]etitem__ ` with an integer slice on objects with a floating-dtype index to a positional instead of label-based slicing
- Potential regression induced by REF: use maybe_convert_objects in pd.array
- String dtype: implement object-dtype based StringArray variant with NumPy semantics
- BUG: `groupby.agg` with `as_index=False` and duplicate columns in `by` fails with `pd.NamedAgg`.
- Docs
- Python not yet supported