/Python/Split datetime to date and time pandas

Split datetime to date and time pandas

Hwo to separate datetime column into date and time pandas

import pandas as pd
df = pd.read_csv(file_path)

df['Dates'] = pd.to_datetime(df['date']).dt.date
df['Time'] = pd.to_datetime(df['date']).dt.time

Source: stackoverflow.com

Split datetime to date and time pandas

df = pd.DataFrame({'my_timestamp': pd.date_range('2016-1-1 15:00', periods=5)})

>>> df
         my_timestamp
0 2016-01-01 15:00:00
1 2016-01-02 15:00:00
2 2016-01-03 15:00:00
3 2016-01-04 15:00:00
4 2016-01-05 15:00:00

df['new_date'] = [d.date() for d in df['my_timestamp']]
df['new_time'] = [d.time() for d in df['my_timestamp']]

>>> df
         my_timestamp    new_date  new_time
0 2016-01-01 15:00:00  2016-01-01  15:00:00
1 2016-01-02 15:00:00  2016-01-02  15:00:00
2 2016-01-03 15:00:00  2016-01-03  15:00:00
3 2016-01-04 15:00:00  2016-01-04  15:00:00
4 2016-01-05 15:00:00  2016-01-05  15:00:00

Source: stackoverflow.com

Similar codes

0 vote210 views1 answer
Pandas nat to null?
Python
4 votes158 views1 answer
Pandas display one row
Python
0 vote214 views1 answer
!python read data from mysql and export to xecel
Python
0 vote223 views1 answer
Quill get content flask
Python
1 vote216 views2 answers
How to define the name of your tkinter window
Python
0 vote227 views1 answer
How to use annoy python
Python
0 vote218 views1 answer
How to add user input for a question python
Python
0 vote177 views1 answer
Unsupported operand type(s) for / 'fraction' and 'fraction'
Python
1 vote271 views2 answers
Operators in python
Python
1 vote217 views1 answer
Title tikinter
Python