Python Pandas - Check whether the BusinessDay Offset has been normalized or not

To check whether the BusinessDay Offset has been normalized or not, use the BusinessDay.normalize property in Pandas.

At first, import the required libraries −

import datetime
import pandas as pd

Set the timestamp object in Pandas −

timestamp = pd.Timestamp('2021-10-30 01:55:02.000045')

Create the BusinessDay Offset. BusinessDay is the DateOffset subclass. We have normalized the BusinessDay using the "normalize" parameter −

bdOffset = pd.tseries.offsets.BusinessDay(offset = datetime.timedelta(hours = 8, minutes = 10), normalize=True)

Display the Updated Timestamp −

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

Check whether the BusinessDay Offset is normalized or not −

print("\nThe BusinessDay Offset is normalized..\n", bdOffset.normalize)

Example

Following is the code −

import datetime
import pandas as pd

# Set the timestamp object in Pandas
timestamp = pd.Timestamp('2021-10-30 01:55:02.000045')

# Display the Timestamp
print("Timestamp...\n",timestamp)

# Create the BusinessDay Offset
# BusinessDay is the DateOffset subclass
# We have normalized the BusinessDay using the "normalize" parameter
bdOffset = pd.tseries.offsets.BusinessDay(offset = datetime.timedelta(hours = 8, minutes = 10), normalize=True)

# Display the BusinessDay Offset
print("\nBusinessDay Offset...\n",bdOffset)

# Display the Updated Timestamp
print("\nUpdated Timestamp...\n",timestamp + bdOffset)

# return the frequency applied on the given BusinessDay object as a string
print("\nFrequency on the given BusinessDay Offset...\n",bdOffset.freqstr)

# return the name of the frequency applied on the given BusinessDay object
print("\nThe name of the frequency on the BusinessDay object..\n", bdOffset.name)

# check whether the BusinessDay Offset is normalized or not
print("\nThe BusinessDay Offset is normalized..\n", bdOffset.normalize)

Output

This will produce the following code −

Timestamp...
 2021-10-30 01:55:02.000045

BusinessDay Offset...
 <BusinessDay: offset=datetime.timedelta(seconds=29400)>

Updated Timestamp...
 2021-11-01 00:00:00

Frequency on the given BusinessDay Offset...
 B+8H10Min

The name of the frequency on the BusinessDay object..
 B

The BusinessDay Offset is normalized..
 True