Python Pandas - Get the year from the PeriodIndex object

To get the year from the PeriodIndex object, use the PeriodIndex.year property.

At first, import the required libraries −

import pandas as pd

Create a PeriodIndex object. We have set the frequency using the "freq" parameter −

periodIndex = pd.PeriodIndex(['2021-09-25 07:30:35', '2019-10-30 04:15:45',
'2021-07-15 02:55:15', '2022-06-25 09:40:55'], freq="T")

Display PeriodIndex object −

print("PeriodIndex...\n", periodIndex)

Display PeriodIndex frequency −

print("\nPeriodIndex frequency object...\n", periodIndex.freq)

Display year from the PeriodIndex object −

print("\nThe year from the PeriodIndex object...\n", periodIndex.year)

Example

Following is the code −

import pandas as pd

# Create a PeriodIndex object
# PeriodIndex is an immutable ndarray holding ordinal values indicating regular periods in time
# We have set the frequency using the "freq" parameter
periodIndex = pd.PeriodIndex(['2021-09-25 07:30:35', '2019-10-30 04:15:45',
'2021-07-15 02:55:15', '2022-06-25 09:40:55'], freq="T")

# Display PeriodIndex object
print("PeriodIndex...\n", periodIndex)

# Display PeriodIndex frequency
print("\nPeriodIndex frequency object...\n", periodIndex.freq)

# Display PeriodIndex frequency as string
print("\nPeriodIndex frequency object as a string...\n", periodIndex.freqstr)

# Display year from the PeriodIndex object
print("\nThe year from the PeriodIndex object...\n", periodIndex.year)

Output

This will produce the following code −

PeriodIndex...
PeriodIndex(['2021-09-25 07:30', '2019-10-30 04:15', '2021-07-15 02:55', '2022-06-25 09:40'],
dtype='period[T]')

PeriodIndex frequency object...
<Minute>

PeriodIndex frequency object as a string...
T

The year from the PeriodIndex object...
Int64Index([2021, 2019, 2021, 2022], dtype='int64')

AmitDiwan

Updated on: 21-Oct-2021

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