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Category dtype lost after pd.melt #19185

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77QingLiu opened this issue Jan 11, 2018 · 1 comment
Closed

Category dtype lost after pd.melt #19185

77QingLiu opened this issue Jan 11, 2018 · 1 comment
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@77QingLiu
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Python Code

  • Before pd.melt
import pandas as pd
df = pd.DataFrame({'A': {0: 'a', 1: 'b', 2: 'c'},
                    'B': {0: 1, 1: 3, 2: 5},
                   'C': {0: 2, 1: 4, 2: 6}})
df['A'] = df.A.astype('category')
df

image

df.A.dtype

image

  • After pd.melt
pd.melt(df, id_vars=['A'], value_vars=['B', 'C'])

image

df.A.dtype

image

Problem description

As the example above. column A is category dtype before pd.melt.
However, the category dtype lost after pd.melt.

Expected Output

Expected consistence before and after pd.melt

Output of pd.show_versions()

INSTALLED VERSIONS

commit: None
python: 3.6.3.final.0
python-bits: 64
OS: Windows
OS-release: 7
machine: AMD64
processor: Intel64 Family 6 Model 69 Stepping 1, GenuineIntel
byteorder: little
LC_ALL: None
LANG: None
LOCALE: None.None

pandas: 0.21.1
pytest: 3.2.1
pip: 9.0.1
setuptools: 36.5.0.post20170921
Cython: 0.26.1
numpy: 1.13.3
scipy: 0.19.1
pyarrow: None
xarray: None
IPython: 6.1.0
sphinx: 1.6.3
patsy: 0.4.1
dateutil: 2.6.1
pytz: 2017.3
blosc: None
bottleneck: 1.2.1
tables: 3.4.2
numexpr: 2.6.2
feather: None
matplotlib: 2.1.0
openpyxl: 2.4.8
xlrd: 1.1.0
xlwt: 1.3.0
xlsxwriter: 1.0.2
lxml: 4.1.0
bs4: 4.6.0
html5lib: 0.999999999
sqlalchemy: 1.1.13
pymysql: None
psycopg2: None
jinja2: 2.9.6
s3fs: None
fastparquet: None
pandas_gbq: None
pandas_datareader: None

@chris-b1
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Thanks for the report, this is a duplicate of #15853, PR to fix welcome!

@chris-b1 chris-b1 added the Duplicate Report Duplicate issue or pull request label Jan 11, 2018
@chris-b1 chris-b1 added this to the No action milestone Jan 11, 2018
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