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I have checked that this issue has not already been reported.
I have confirmed this bug exists on the latest version of pandas.
I have confirmed this bug exists on the main branch of pandas.
Reproducible Example
importpandasaspd# dataframe with an Int64 column and a missing valuedf=pd.DataFrame(
{
'a': pd.Series([1,2,pd.NA], dtype='Int64')
}
)
values=pd.Series([1,2,3], dtype='Int64')
print(df.isin(values)) # [True, True, <NA>]# equivalent seriessr=pd.Series([1,2,pd.NA], dtype='Int64')
print(sr.isin(values)) # [True, True, False]
Issue Description
The null propagation behavior for isin differs depending on if the calling object is a Series or a DataFrame, should they be the same? e.g. should the series isin call return a null in the last position?
Expected Behavior
I would expect to get a null at index 2 in both cases.
Installed Versions
INSTALLED VERSIONS
commit : 66e3805
python : 3.8.12.final.0
python-bits : 64
OS : Linux
OS-release : 4.15.0-76-generic
Version : 86-Ubuntu SMP Fri Jan 17 17:24:28 UTC 2020
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : None
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
Pandas version checks
I have checked that this issue has not already been reported.
I have confirmed this bug exists on the latest version of pandas.
I have confirmed this bug exists on the main branch of pandas.
Reproducible Example
Issue Description
The null propagation behavior for
isin
differs depending on if the calling object is aSeries
or aDataFrame
, should they be the same? e.g. should the seriesisin
call return a null in the last position?Expected Behavior
I would expect to get a null at index 2 in both cases.
Installed Versions
INSTALLED VERSIONS
commit : 66e3805
python : 3.8.12.final.0
python-bits : 64
OS : Linux
OS-release : 4.15.0-76-generic
Version : 86-Ubuntu SMP Fri Jan 17 17:24:28 UTC 2020
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : None
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
pandas : 1.3.5
numpy : 1.21.5
pytz : 2021.3
dateutil : 2.8.2
pip : 22.0.3
setuptools : 59.8.0
Cython : 0.29.27
pytest : 7.0.0
hypothesis : 6.36.1
sphinx : 4.4.0
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.3
IPython : 8.0.1
pandas_datareader: None
bs4 : 4.10.0
bottleneck : None
fsspec : 2022.01.0
fastparquet : None
gcsfs : None
matplotlib : 3.5.1
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : 6.0.1
pyxlsb : None
s3fs : None
scipy : None
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : 0.55.1
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