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Pull requests: pandas-dev/pandas
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PERF: fix perf issue in tz conversions w/o affecting DST transitions Performance Memory or execution speed performance
ENH: Have inferred_freq set offset. Have freq always try to infer. Frequency DateOffsets Performance Memory or execution speed performance
#6637 by jseabold was closed Mar 14, 2014 Loading… updated Jul 4, 2014
PERF: perf improvements in DataFrame construction with a non-daily datelike index (GH6479) Frequency DateOffsets Performance Memory or execution speed performance
PERF: better perf on min/max on indices not containing NaT for DatetimeIndex/PeriodsIndex Performance Memory or execution speed performance
BUG: DatetimeIndex.__iter__ creates a temp array of Timestamp (GH7683) Performance Memory or execution speed performance
BUG: DatetimeIndex.__iter__ creates a temp array of Timestamp (GH7683) Datetime Datetime data dtype Performance Memory or execution speed performance
PERF/API: concat improvements API Design Performance Memory or execution speed performance Reshaping Concat, Merge/Join, Stack/Unstack, Explode
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PERF: improve perf of index iteration (GH7683) Datetime Datetime data dtype Performance Memory or execution speed performance
FIX: Bug whereby array_equivalent was not correctly comparing Float64Ind... Dtype Conversions Unexpected or buggy dtype conversions Performance Memory or execution speed performance
BUG/PERF: offsets.apply doesnt preserve nanosecond Bug Frequency DateOffsets Performance Memory or execution speed performance
PERF: groupby / frame apply optimization Performance Memory or execution speed performance Regression Functionality that used to work in a prior pandas version
BUG: tslib.tz_convert and tslib.tz_convert_single may output different result in DST Performance Memory or execution speed performance Timezones Timezone data dtype
PERF: perf improvements for Series.transform (revised) (GH6496) Groupby Performance Memory or execution speed performance
PERF: Quick Shift Implementation (GH5609) Performance Memory or execution speed performance Reshaping Concat, Merge/Join, Stack/Unstack, Explode
PERF: StataWriter is slow IO Stata read_stata, to_stata Performance Memory or execution speed performance
PERF: StataReader is slow IO Stata read_stata, to_stata Performance Memory or execution speed performance
PERF: StataReader is slow due to excessive lookups for missing vales IO Stata read_stata, to_stata Performance Memory or execution speed performance
BUG: map builtins min/max to numpy/cython versions Groupby Performance Memory or execution speed performance
counting sort instead of np.argsort in left outer join Performance Memory or execution speed performance Reshaping Concat, Merge/Join, Stack/Unstack, Explode
PERF: Switch to try/except in extract() rather than instance check Performance Memory or execution speed performance Strings String extension data type and string data
PERF: add copy=True argument to pd.concat to enable pass-thru concats with complete blocks (GH8252) Performance Memory or execution speed performance Reshaping Concat, Merge/Join, Stack/Unstack, Explode
ProTip! Updated in the last three days: updated:>2025-11-28.