Python Pandas - Check whether the DateOffset value has been normalized or not

To check whether the DateOff set value has been normalized or not, use the offset.normalize property in Pandas.

At first, import the required libraries −

from pandas.tseries.offsets import DateOffset import pandas as pd

Set the timestamp object in Pandas −

timestamp = pd.Timestamp('2021-09-26 03:25:02.000045') 

Create the DateOffset. Incrementing the months here using the "months" parameter. We have normalized the DateOffset using the "normalize" parameter −

offset = pd.tseries.offsets.DateOffset(months=4, normalize=True)

Display the Updated Timestamp −

print("\nUpdated Timestamp...\n",timestamp + offset) 

Check whether the DateOffset is normalized or not −

print("\nThe DateOffset is normalized..\n", offset.normalize)

Example

Following is the code −

from pandas.tseries.offsets import DateOffset import pandas as pd # Set the timestamp object in Pandas timestamp = pd.Timestamp('2021-09-26 03:25:02.000045') # Display the Timestamp print("Timestamp...\n",timestamp) # Create the DateOffset # Incrementing the months here using the "months" parameter # We have normalized the DateOffset using the "normalize" parameter offset = pd.tseries.offsets.DateOffset(months=4, normalize=True) # Display the DateOffset print("\nDateOffset...\n",offset) # Display the Updated Timestamp print("\nUpdated Timestamp...\n",timestamp + offset) # check whether the DateOffset is normalized or not print("\nThe DateOffset is normalized..\n", offset.normalize)

Output

This will produce the following code −

Timestamp... 2021-09-26 03:25:02.000045 DateOffset... <DateOffset: months=4> Updated Timestamp... 2022-01-26 00:00:00 The DateOffset is normalized.. True