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Formatting date in a dataframe
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Formatting date in a dataframe
#1
Hi guys,

I have a pandas generated dataframe (df) where the first column has a series of dates as below:

Output:
0 11.26.2020 03:36 1 12.01.2020 15:00 2 12.01.2020 21:30 3 12.02.2020 13:26 4 12.04.2020 22:43 5 12.21.2020 00:05
I need to change these dates to a format YY,MM,DD H:M
If I look at the raw values in the df array:
df.values[:,0]
Output:
array(['11.26.2020 03:36', '12.01.2020 15:00', '12.01.2020 21:30', '12.02.2020 13:26', '12.04.2020 22:43', '12.21.2020 00:05'], dtype=object)
We need to change these values to a DateTimeIndexArray and then parse to the correct string format:

dti = pd.to_datetime(df.values[:,0])
dti = dti.strftime('%Y.%m.%d %H:%M')
dti.values


This code gives this output:

Output:
array(['2020.11.26 03:36', '2020.12.01 15:00', '2020.12.01 21:30', '2020.12.02 13:26', '2020.12.04 22:43', '2020.12.21 00:05'], dtype=object)
So it looks like it's done what I want!
Copying back the re-formatted dates to the df:

df.values[:,0] = dti.values
This does not work! The dates remain in the original format.

Any ideas please?
Reply


Messages In This Thread
Formatting date in a dataframe - by WiPi - Jan-05-2021, 05:56 PM
RE: Formatting date in a dataframe - by WiPi - Jan-06-2021, 11:26 AM

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