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# Your code here pdf = pd.DataFrame({ 'a': [1, 1, 1, 2, 2, 2, 3, 3, 3], 'b': [1, 2, 2, 2, 3, 3, 3, 4, 4]}, columns=['a', 'b']) pdf.groupby(['a'])['b'].nlargest(1) a 1 1 2 2 4 3 3 7 4 Name: b, dtype: int64
It raise the index to column(1, 4, 7) above. But we dont need it most time.
pdf.groupby(['a'])['b'].nlargest(1) a 1 2 2 3 3 4
pd.show_versions()
commit: None python: 3.6.7.final.0 python-bits: 64 OS: Linux OS-release: 3.10.0-693.5.2.el7.x86_64 machine: x86_64 processor: x86_64 byteorder: little LC_ALL: zh_CN.utf8 LANG: None LOCALE: zh_CN.UTF-8
pandas: 0.24.2 pytest: 5.0.1 pip: 18.1 setuptools: 41.0.1 Cython: 0.29.10 numpy: 1.17.0 scipy: 1.1.0 pyarrow: 0.14.1 xarray: None IPython: 7.2.0 sphinx: 2.1.2 patsy: 0.5.1 dateutil: 2.8.0 pytz: 2019.1 blosc: None bottleneck: 1.2.1 tables: 3.5.1 numexpr: 2.6.9 feather: 0.4.0 matplotlib: 3.1.1 openpyxl: 2.6.1 xlrd: 1.2.0 xlwt: 1.3.0 xlsxwriter: 1.1.8 lxml.etree: 4.2.5 bs4: 4.7.1 html5lib: 1.0.1 sqlalchemy: 1.3.5 pymysql: None psycopg2: None jinja2: 2.10 s3fs: None fastparquet: None pandas_gbq: None pandas_datareader: None gcsfs: None
The text was updated successfully, but these errors were encountered:
I don't think we'll change this. It can be useful, matches the Series.nlargest behavior, and changing it would be API breaking.
If you don't need it then you can drop that level of the index afterwards.
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Code Sample, a copy-pastable example if possible
Problem description
It raise the index to column(1, 4, 7) above. But we dont need it most time.
Expected Output
Output of
pd.show_versions()
INSTALLED VERSIONS
commit: None
python: 3.6.7.final.0
python-bits: 64
OS: Linux
OS-release: 3.10.0-693.5.2.el7.x86_64
machine: x86_64
processor: x86_64
byteorder: little
LC_ALL: zh_CN.utf8
LANG: None
LOCALE: zh_CN.UTF-8
pandas: 0.24.2
pytest: 5.0.1
pip: 18.1
setuptools: 41.0.1
Cython: 0.29.10
numpy: 1.17.0
scipy: 1.1.0
pyarrow: 0.14.1
xarray: None
IPython: 7.2.0
sphinx: 2.1.2
patsy: 0.5.1
dateutil: 2.8.0
pytz: 2019.1
blosc: None
bottleneck: 1.2.1
tables: 3.5.1
numexpr: 2.6.9
feather: 0.4.0
matplotlib: 3.1.1
openpyxl: 2.6.1
xlrd: 1.2.0
xlwt: 1.3.0
xlsxwriter: 1.1.8
lxml.etree: 4.2.5
bs4: 4.7.1
html5lib: 1.0.1
sqlalchemy: 1.3.5
pymysql: None
psycopg2: None
jinja2: 2.10
s3fs: None
fastparquet: None
pandas_gbq: None
pandas_datareader: None
gcsfs: None
The text was updated successfully, but these errors were encountered: