Python Pandas TimedeltaIndex.hasnans()

The TimedeltaIndex.hasnans() method is used to check if there are any NaN values present in the TimedeltaIndex.

Syntax

TimedeltaIndex.hasnans()

Parameters

This method does not take any parameters.

Return Value

This method returns a boolean value, i.e., True if there are any NaN values present in the TimedeltaIndex, otherwise False.

Example

import pandas as pd

# create a TimedeltaIndex
tdi = pd.TimedeltaIndex(['1 days', '2 days', pd.NaT, '4 days'])

# check if there are any NaN values using hasnans()
print(tdi.hasnans())

Output:

True

In this example, we created a TimedeltaIndex tdi that contains four values, including one NaN value. We then used the hasnans() method to check if there are any NaN values present in the TimedeltaIndex, which returned True as there is one NaN value in the TimedeltaIndex.

Note: NaN stands for Not a Number and represents undefined or unrepresentable values.