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BUG: melt method doesn't seem to preserve timezone settings. #55254
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pivot_longer preserves the dtypes: # pip install pyjanitor
import pandas as pd
import janitor
df.pivot_longer(index='type', names_to='start/end', values_to='date')
type start/end date
0 A0 start_date 2023-03-01 00:00:00+09:00
1 A1 start_date 2023-03-01 00:00:00+09:00
2 A0 end_date 2023-03-10 00:00:00+09:00
3 A1 end_date 2023-03-11 00:00:00+09:00 with respect to |
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…e melt method. It fixes the issues raised in pandas-dev#55254.
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Sep 25, 2023
…e melt method. It fixes the issues raised in pandas-dev#55254.
paulreece
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Sep 25, 2023
…e melt method. It fixes the issues raised in pandas-dev#55254.
paulreece
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Sep 27, 2023
…e melt method. It fixes the issues raised in pandas-dev#55254.
paulreece
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Sep 27, 2023
…e melt method. It fixes the issues raised in pandas-dev#55254.
paulreece
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Sep 28, 2023
…e melt method. It fixes the issues raised in pandas-dev#55254.
paulreece
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Sep 28, 2023
…e melt method. It fixes the issues raised in pandas-dev#55254.
paulreece
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Sep 29, 2023
…e melt method. It fixes the issues raised in pandas-dev#55254.
paulreece
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Sep 30, 2023
…e melt method. It fixes the issues raised in pandas-dev#55254.
paulreece
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Oct 2, 2023
…e melt method. It fixes the issues raised in pandas-dev#55254.
paulreece
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Oct 3, 2023
…e melt method. It fixes the issues raised in pandas-dev#55254.
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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 melt method doesn't seem to preserve timezone settings.
Expected Behavior
Even after executing the melt method, it is desirable that the time zone settings remain the same as before executing the melt method.
Installed Versions
Name: pandas
Version: 2.1.1
Summary: Powerful data structures for data analysis, time series, and statistics
Home-page: https://pandas.pydata.org/
Author:
Author-email: The Pandas Development Team pandas-dev@python.org
License: BSD 3-Clause License
Location: /home/sasaki/workspace/orcas_proj/venv/lib/python3.10/site-packages
Requires: numpy, python-dateutil, pytz, tzdata
Required-by: bokeh, mplfinance, seaborn
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