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Pull requests: pandas-dev/pandas
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API/BUG: freq retention in value_counts
#62532
opened Oct 1, 2025 by
sanjanam1998
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4 of 5 tasks
TST: Replace pandas testing functions or related to the test suite
ensure_clean
utility function with the temp_file
pytest fixture in 5 test files
Testing
#62481
opened Sep 27, 2025 by
jsngn
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5 tasks done
TST: add fillna test for filling with Categorical
Categorical
Categorical Data Type
Missing-data
np.nan, pd.NaT, pd.NA, dropna, isnull, interpolate
Needs Tests
Unit test(s) needed to prevent regressions
#62319
opened Sep 11, 2025 by
thaiv28
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Fix variance calculation for complex numbers by preserving dtype
Reduction Operations
sum, mean, min, max, etc.
#62555
opened Oct 3, 2025 by
shaurya5
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4 of 5 tasks
PERF: improve StringArray.isna
Performance
Memory or execution speed performance
Stale
Strings
String extension data type and string data
#57733
opened Mar 5, 2024 by
jorisvandenbossche
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5 tasks
ENH: speed up wide DataFrame.line plots by using a single LineCollection
Performance
Memory or execution speed performance
Stale
Visualization
plotting
#61764
opened Jul 3, 2025 by
EvMossan
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4 tasks done
ENH: Add Concat, Merge/Join, Stack/Unstack, Explode
Stale
force_suffixes
boolean argument to pd.merge
Enhancement
Reshaping
#61498
opened May 26, 2025 by
kopytjuk
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2 of 5 tasks
PERF: fix performance regression from #62542
#62623
opened Oct 8, 2025 by
Alvaro-Kothe
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2 of 5 tasks
TST: Add regression tests for concat with non-ns DatetimeIndex units (GH#58471)
Datetime
Datetime data dtype
Needs Tests
Unit test(s) needed to prevent regressions
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
#62304
opened Sep 9, 2025 by
skalwaghe-56
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3 tasks done
DOC: definition of a scalar in rich comparison methods
#62191
opened Aug 25, 2025 by
cmp0xff
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1 task done
BUG: IntervalIndex.unique() only contains the first interval if all interval borders are negative
Algos
Non-arithmetic algos: value_counts, factorize, sorting, isin, clip, shift, diff
Bug
Interval
Interval data type
Stale
#61920
opened Jul 22, 2025 by
khemkaran10
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3 tasks done
ENH: Implemented MultiIndex.searchsorted method ( GH14833)
Enhancement
MultiIndex
Stale
#61435
opened May 12, 2025 by
GSAUC3
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5 tasks done
BUG: Add fillna at the beginning of _where not to fill NA. #60729
Bug
Missing-data
np.nan, pd.NaT, pd.NA, dropna, isnull, interpolate
#60772
opened Jan 23, 2025 by
sanggon6107
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4 of 5 tasks
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