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lines changed Original file line number Diff line number Diff line change @@ -418,10 +418,9 @@ Performance Improvements
418418~~~~~~~~~~~~~~~~~~~~~~~~
419419
420420- Improved performance of ``andrews_curves`` (:issue:`11534`)
421-
422421- Improved huge ``DatetimeIndex``, ``PeriodIndex`` and ``TimedeltaIndex``'s ops performance including ``NaT`` (:issue:`10277`)
423422- Improved performance of ``pandas.concat`` (:issue:`11958`)
424-
423+ - Improved performance of ``StataReader`` (:issue:`11591`)
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@@ -442,6 +441,7 @@ Bug Fixes
442441- Bug in consistency of passing nested dicts to ``.groupby(...).agg(...)`` (:issue:`9052`)
443442- Accept unicode in ``Timedelta`` constructor (:issue:`11995`)
444443
444+ - Bug in value label reading for ``StataReader`` when reading incrementally (:issue:`12014`)
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446446
447447- Bug in vectorized ``DateOffset`` when ``n`` parameter is ``0`` (:issue:`11370`)
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