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
- BUG: behavior change in dataframe.shift(, freq=infer) when upgrading from pandas 1.1.5 to 1.2.x
- ENH: Load SQL engine backends via `entrypoints`
- BUG: pytz.exceptions.UnknownTimeZoneError when loading psycopg2 timezone from Parquet
- BUG: DataFrame constructor with UserList dataclass broken by upgrade to 1.1.0
- ENH: when using groupby with levels of a multi-index, add option to drop levels in index of created groups
- BUG: DataFrame.agg produces different types if the DataFrame is empty
- BUG: `Series.map` to tuple values fails for category dtype
- QST: Pandas describe() methods(with float16 and float32) are different
- ENH: Allow vector in 'merge_asof' / 'right_on' parameter ('left_on' already accepts it)
- BUG: Series.fillna is altering None values of unspecified columns
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