pandas-dev/pandas: Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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pandas Recent Issues

Issue Title State Comments Created Date Updated Date
BUG: += on df.loc[:, col_level_0] produces NaN when columns are MutiIndex open 0 2023-03-23 2023-03-23
BUG: Float64 doesn't respect the .isnull() check, when the GroupBy column contains NaNs. closed 1 2023-03-23 2023-03-23
BUG: pandas.DataFrame.last doesn't respect time zone open 0 2023-03-23 2023-03-16
BUG: Subtracting extension dtype and numpy dtype can result in `pd.nan` being present in resulting extension Series, and dropna won't drop nans open 0 2023-03-22 2023-03-16
BUG: assert_frame_equal still checks category dtypes even when asked not to check index type open 0 2023-03-22 2023-03-16
BUG: Using set_levels with a Categorical on a mutliindex isn't preserving the dtype open 0 2023-03-22 2023-03-16
BUG: pyarrow backed series might contains <NA> after comparison closed 4 2023-03-22 2023-03-16
BUG: `pandas.read_csv()` does not work in combination with `usecols=` open 0 2023-03-22 2023-03-16
BUG: Timestamp fails when fold is passed and building from components as positional args (Pandas 2.0 regression) open 2 2023-03-22 2023-03-16
DEPR: Deprecate returning a DataFrame in Series.apply open 0 2023-03-22 2023-03-16
DEPR: NDFrame.to_period, to_timestamp, tz_localize, tz_convert open 0 2023-03-21 2023-03-16
BUG: suppressed character limit save file open 0 2023-03-21 2023-03-16
DOC: MonthBegin suggestion to get start of current month not quite right? open 5 2023-03-21 2023-03-16
BUG: Is offsets.YearBegin working as expected? open 5 2023-03-21 2023-03-16
ENH: Enable using a boolean `loc` in a non-boolean index open 0 2023-03-21 2023-03-16
I have implemented code with testing. All checks are ok but Doc Build and Upload workflow results error. In log there is nothing to find the root of error. closed 4 2023-03-21 2023-03-16
BUG: ExtensionDtype and ExtensionArray raise the following: builtins.TypeError: issubclass() arg 1 must be a class on Print closed 1 2023-03-21 2023-03-16
BUG: Quantile function only works when Categorical contains NA-values. open 4 2023-03-21 2023-03-16
BUG: `bar_label()` on Series bar plot (`.plot()`) displays values off by 1 open 0 2023-03-21 2023-03-16
BUG: SparseArray.map allows the fill value to be included in the sparse values closed 0 2023-03-20 2023-03-16
BUG: inconsistent returned types for `pd.to_datetime(..., errors='coerce')` open 2 2023-03-20 2023-03-16
BUG: AttributeError raised with pd.concat between a None and Timestamp open 0 2023-03-20 2023-03-16
BUG or as expected/designed?: Generating timestamps and calculation? open 1 2023-03-20 2023-03-16
BUG: pandas.read_sql_table() returns incorrect data types closed 3 2023-03-20 2023-03-16
BUG: Cumprod failing with type float[pyarrow] open 1 2023-03-20 2023-03-16
PERF: performance problem when comparing timestamp to datetimindex open 6 2023-03-19 2023-03-16
PERF: group by manipulation is slower with new arrow engine open 2 2023-03-19 2023-03-16
BUG: to_excel() missing values for specific dataset if lxml>=4.7.1 installed open 1 2023-03-18 2023-03-16
BUG: python crashes on filtering with `.loc` on boolean Series with `dtype_backend=pyarrow` on some dataframes. open 8 2023-03-17 2023-03-16
BUG: Pyarrow scalars inferred as object dtype with arrow backend enabled whwn assigning a new column open 2 2023-03-17 2023-03-16
BUG: ArrowExtensionArray' object has no attribute 'to_pydatetime when using to_sql command with a dataframe with date columns closed 6 2023-03-17 2023-03-16
C engine parsing problem with botocore StreamingResponse and ISO-8859-1 encoding open 1 2023-03-16 2023-03-16
BUG: Different result with ẞ in Series.str.upper when using Arrow string dtype vs pd.StringDtype() open 6 2023-03-16 2023-03-16
BUG: Unable to write an empty dataframe to parquet closed 0 2023-03-16 2023-03-16
DOC: Remove internally used/private parameters from method signatures open 0 2023-03-16 2023-03-22
BUG: Overflow behavior differs between numpy types and arrow dtypes open 3 2023-03-16 2023-03-22
ENH: Provide a public version of _get_axis open 2 2023-03-16 2023-03-22
PERF: pd.BooleanDtype in row operations is 2000000 times slower open 11 2023-03-16 2023-03-22
DOC: Incorrectly formatted bullet points in DataFrame.fillna#method closed 1 2023-03-16 2023-03-22
BUG: ```mean()``` would convert the type of column from decimal to float open 6 2023-03-16 2023-03-22
TYP: Make NDFrame Generic? open 1 2023-03-15 2023-03-22
BUG: rank is not supported for double[pyarrow] dtype open 1 2023-03-15 2023-03-22
BUG: fixed-length string arrays are not recognised as bytes on instantiation open 2 2023-03-15 2023-03-22
cut: documentation wrongly claims that labels=False (always) returns an ndarray of ints open 2 2023-03-15 2023-03-22
BUG (2.0rc0): groupby apply with a UDF changes dtype unexpectedly from double[pyarrow] to float64 open 2 2023-03-15 2023-03-22
BUG: Comparisons and equality with pyarrow backend return pandas extension typed booleans instead of pyarrow booleans. closed 1 2023-03-15 2023-03-22
BUG: map method on Datetimearray, TimedeltaArray, PeriodArray and related indexes should not work arraywise closed 0 2023-03-15 2023-03-22
ENH: Let `DataFrame.plot(kind="scatter")` scatter plot each column against index if `x`/`y` not given. open 2 2023-03-14 2023-03-22
BUG: Multiplying strings by int fails with ArrowNotImplementedError: open 4 2023-03-14 2023-03-22
BUG (2.0rc1): Missing breaking API change in the changelog related to new timedelta64 dtypes closed 1 2023-03-14 2023-03-22