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
- API: make the func in Series.apply always operate on the Series
- DEPR: NDFrame.to_period, to_timestamp, tz_localize, tz_convert
- BUG: Quantile function only works when Categorical contains NA-values.
- ENH: Enable using a boolean `loc` in a non-boolean index
- BUG: Pyarrow scalars inferred as object dtype with arrow backend enabled whwn assigning a new column
- BUG: fixed-length string arrays are not recognised as bytes on instantiation
- BUG: ```mean()``` would convert the type of column from decimal to float
- ENH: Let `DataFrame.plot(kind="scatter")` scatter plot each column against index if `x`/`y` not given.
- ENH: Can pandas.Series.str.len returns a nullable pd.Int64Dtype rather than float64
- BUG: Result datatype is object when concatting decimals of different scales with pyarrow backend.
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