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Issues list

DISC: Consider not requiring PyArrow in 3.0 Needs Discussion Requires discussion from core team before further action
#57073 opened Jan 25, 2024 by MarcoGorelli
68 ❤️ 16
ENH: Add option to specify table captions to be below tables in DataFrame.to_latex Enhancement IO LaTeX to_latex Styler conditional formatting using DataFrame.style
#46122 opened Feb 23, 2022 by Sleepingwell
9 ❤️ 13
DataFrame.sort_values(inplace=True) is slow and eats too much memory Algos Non-arithmetic algos: value_counts, factorize, sorting, isin, clip, shift, diff inplace Relating to inplace parameter or equivalent Performance Memory or execution speed performance
#15389 opened Feb 14, 2017 by liori
7 ❤️ 7
Inconsistent behavior for df.replace() with NaN, NaT and None Bug Missing-data np.nan, pd.NaT, pd.NA, dropna, isnull, interpolate replace replace method
#29024 opened Oct 16, 2019 by K3UL
10 ❤️ 5
API to_sql method doesn't provide the option to specify unique indexes Enhancement IO SQL to_sql, read_sql, read_sql_query
#7984 opened Aug 11, 2014 by manistal
11 ❤️ 2
BUG: Date objects cannot be compared against a DatetimeIndex Bug datetime.date stdlib datetime.date support Datetime Datetime data dtype Index Related to the Index class or subclasses Regression Functionality that used to work in a prior pandas version
#35466 opened Jul 29, 2020 by knabben
2 of 3 tasks
1
8 ❤️ 2
ENH: Make non-aggregating methods on groupby groups optionally return groups Enhancement Groupby
#36380 opened Sep 15, 2020 by kaiogu
5 ❤️ 2
PERF: Memory duplication spotted when dropping columns/axis from a dataframe with inplace=True Copy / view semantics Performance Memory or execution speed performance
#48682 opened Sep 21, 2022 by ArcRiiad
3 tasks done
10 ❤️ 2
Aliases for column names Enhancement Indexing Related to indexing on series/frames, not to indexes themselves Needs Discussion Requires discussion from core team before further action
#11723 opened Nov 30, 2015 by bbirand
@jbrockmendel
12 ❤️ 2
TRACKER: new default String dtype (pyarrow-backed, numpy NaN semantics) API Design Arrow pyarrow functionality Strings String extension data type and string data
#54792 opened Aug 28, 2023 by jorisvandenbossche
29 of 41 tasks
3.0
16 ❤️ 2
ENH: add errors='coerce' to DataFrame.astype Dtype Conversions Unexpected or buggy dtype conversions Enhancement
#48781 opened Sep 26, 2022 by joooeey
1 of 3 tasks
1
@subbusainath
6 ❤️ 2
DOC/ENH: Holiday documentation is missing or hard to find for re-arranged national holidays. Docs
#54382 opened Aug 3, 2023 by attack68
1 task done
1
@sharkipelago
3 ❤️ 2
BUG: Incorrect rolling std Bug Window rolling, ewma, expanding
#54518 opened Aug 12, 2023 by ChiQiao
2 of 3 tasks
4 ❤️ 1
Shared Benchmark suite for Pandas-like projects Benchmark Performance (ASV) benchmarks Performance Memory or execution speed performance
#19988 opened Mar 5, 2018 by mrocklin
5 ❤️ 1
Uniform file IO API and consolidated codebase API - Consistency Internal Consistency of API/Behavior Enhancement IO Data IO issues that don't fit into a more specific label Refactor Internal refactoring of code
#15008 opened Dec 29, 2016 by dhimmel
25 tasks
9 ❤️ 1
BUG: Series.replace with to_replace dict and value=None, nonsensical error message Bug Error Reporting Incorrect or improved errors from pandas replace replace method Series Series data structure
#46004 opened Feb 15, 2022 by d-rams
2 of 3 tasks
1
2 ❤️ 1
ENH: Integration with DuckDB Enhancement IO SQL to_sql, read_sql, read_sql_query
#45678 opened Jan 28, 2022 by pdet
1 ❤️ 1
BUG: bootstrap_plot samples without replacement Deprecate Functionality to remove in pandas Needs Discussion Requires discussion from core team before further action Visualization plotting
#45634 opened Jan 26, 2022 by robertclancy
3 tasks done
1 ❤️ 1
ENH: Add lsuffix=/rsuffix= kwargs to pd.merge() and df.merge() API - Consistency Internal Consistency of API/Behavior Deprecate Functionality to remove in pandas Enhancement Needs Discussion Requires discussion from core team before further action Reshaping Concat, Merge/Join, Stack/Unstack, Explode
#46046 opened Feb 18, 2022 by wany-oh
3 ❤️ 1
ENH: Creating a now Period for a frequency of a multiple unit Enhancement Needs Discussion Requires discussion from core team before further action Period Period data type
#53936 opened Jun 29, 2023 by eumiro
1 of 3 tasks
2 ❤️ 1
API: Consolidate groupby as_index and group_keys API Design Groupby Needs Discussion Requires discussion from core team before further action
#49543 opened Nov 5, 2022 by rhshadrach
12 ❤️ 1
ENH: Let DataFrame.plot(kind="scatter") scatter plot each column against index if x/y not given. Enhancement Needs Discussion Requires discussion from core team before further action Visualization plotting
#51972 opened Mar 14, 2023 by randolf-scholz
2 of 3 tasks
3 ❤️ 1
ENH: Support PostgreSQL server-side cursors to prevent memory hog on large datasets Enhancement IO SQL to_sql, read_sql, read_sql_query
#35689 opened Aug 12, 2020 by cloud-rocket
3
1 ❤️ 1
ENH: Improve assertion message for assert_frame_equal Enhancement Error Reporting Incorrect or improved errors from pandas Testing pandas testing functions or related to the test suite
#39967 opened Feb 22, 2021 by mansenfranzen
@mansenfranzen
7 ❤️ 1
API: consider deprecating DataFrame.hist in favor of DataFrame.plot.hist Deprecate Functionality to remove in pandas Visualization plotting
#11053 opened Sep 10, 2015 by shoyer
12
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