hwo to separate datetime column into date and time pandas

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showing results for - "hwo to separate datetime column into date and time pandas"
Donovan
14 Nov 2020
1import pandas as pd
2df = pd.read_csv(file_path)
3
4df['Dates'] = pd.to_datetime(df['date']).dt.date
5df['Time'] = pd.to_datetime(df['date']).dt.time
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Lea
25 Nov 2017
1df = pd.DataFrame({'my_timestamp': pd.date_range('2016-1-1 15:00', periods=5)})
2
3>>> df
4         my_timestamp
50 2016-01-01 15:00:00
61 2016-01-02 15:00:00
72 2016-01-03 15:00:00
83 2016-01-04 15:00:00
94 2016-01-05 15:00:00
10
11df['new_date'] = [d.date() for d in df['my_timestamp']]
12df['new_time'] = [d.time() for d in df['my_timestamp']]
13
14>>> df
15         my_timestamp    new_date  new_time
160 2016-01-01 15:00:00  2016-01-01  15:00:00
171 2016-01-02 15:00:00  2016-01-02  15:00:00
182 2016-01-03 15:00:00  2016-01-03  15:00:00
193 2016-01-04 15:00:00  2016-01-04  15:00:00
204 2016-01-05 15:00:00  2016-01-05  15:00:00
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