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Backport PR #48169 on branch 1.4.x (BUG: DataFrame.select_dtypes(include=number) still included BooleanDtype) DataFrame DataFrame data structure Dtype Conversions Unexpected or buggy dtype conversions
Inconsistent index between plain DataFrame and read_sql DataFrame DataFrame DataFrame data structure
#48193 by weikhor was closed Aug 26, 2022 Loading…
5 tasks
Backport PR #47774 on branch 1.4.x (BUG: Fix fillna on multi indexed Dataframe doesn't work) DataFrame DataFrame data structure Missing-data np.nan, pd.NaT, pd.NA, dropna, isnull, interpolate MultiIndex
BUG: DataFrame from dict with non-nano Timedelta DataFrame DataFrame data structure Non-Nano datetime64/timedelta64 with non-nanosecond resolution Timedelta Timedelta data type
DEPR: DataFrame.median/mean with numeric_only=None and dt64 columns DataFrame DataFrame data structure Deprecate Functionality to remove in pandas Nuisance Columns Identifying/Dropping nuisance columns in reductions, groupby.add, DataFrame.apply Reduction Operations sum, mean, min, max, etc.
DEPR: Enforce dropping of datetime in DataFrame.mean/median with numeric_only=None DataFrame DataFrame data structure Deprecate Functionality to remove in pandas Nuisance Columns Identifying/Dropping nuisance columns in reductions, groupby.add, DataFrame.apply Reduction Operations sum, mean, min, max, etc.
DEPR: Enforce deprecation of silent dropping of nuisance columns in agg_list_like Apply Apply, Aggregate, Transform, Map DataFrame DataFrame data structure Deprecate Functionality to remove in pandas
DEPR: Enforce deprecation of numeric_only=None in DataFrame aggregations DataFrame DataFrame data structure Deprecate Functionality to remove in pandas Reduction Operations sum, mean, min, max, etc.
BUG: DataFrame reductions with object dtype and axis=1 Bug DataFrame DataFrame data structure Dtype Conversions Unexpected or buggy dtype conversions Reduction Operations sum, mean, min, max, etc.
BUG: DataFrame reductions with object dtype and axis=1 DataFrame DataFrame data structure Dtype Conversions Unexpected or buggy dtype conversions Reduction Operations sum, mean, min, max, etc.
#49619 by rhshadrach was closed Dec 13, 2022 • Draft
5 tasks done
DEPR: Enforce default of numeric_only=False in DataFrame methods DataFrame DataFrame data structure Deprecate Functionality to remove in pandas Nuisance Columns Identifying/Dropping nuisance columns in reductions, groupby.add, DataFrame.apply
REGR: memory_usage showing unnecessary FutureWarning Bug DataFrame DataFrame data structure Regression Functionality that used to work in a prior pandas version
Backport PR #50068 on branch 1.5.x (REGR: memory_usage showing unnecessary FutureWarning) Bug DataFrame DataFrame data structure Regression Functionality that used to work in a prior pandas version
BUG: df.setitem raising for ea bool df indexer DataFrame DataFrame data structure Indexing Related to indexing on series/frames, not to indexes themselves NA - MaskedArrays Related to pd.NA and nullable extension arrays
BUG: isetitem coercing df columns to object DataFrame DataFrame data structure Indexing Related to indexing on series/frames, not to indexes themselves NA - MaskedArrays Related to pd.NA and nullable extension arrays
BUG: DataFrame reductions with object dtype and axis=1 DataFrame DataFrame data structure Dtype Conversions Unexpected or buggy dtype conversions Reduction Operations sum, mean, min, max, etc. Stale
#50224 by rhshadrach was closed Feb 11, 2023 • Draft
5 tasks done
Resolved duplicate issue by updating obj object DataFrame DataFrame data structure Stale
#50938 by asadullahnaeem was closed Mar 5, 2023 Loading…
1 of 5 tasks
BUG-CoW: from_records not tracking references when called with df Copy / view semantics DataFrame DataFrame data structure
PERF: Improve performance with copy=True and different dtype DataFrame DataFrame data structure Performance Memory or execution speed performance
Backport PR #52054 on branch 2.0.x (PERF: Improve performance with copy=True and different dtype) DataFrame DataFrame data structure Performance Memory or execution speed performance
REF: define reductions non-dynamically DataFrame DataFrame data structure Refactor Internal refactoring of code Series Series data structure
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