Python | Pandas TimedeltaIndex.seconds

Introduction

In Python, the Pandas library provides the TimedeltaIndex class, which represents a sequence of Timedelta objects as an index.

The seconds attribute of the TimedeltaIndex class is used to get the total number of seconds in each Timedelta object in the index.

This article will provide a detailed explanation and examples on how to use the TimedeltaIndex.seconds attribute in Python.

Syntax

TimedeltaIndex.seconds

Return Value

The seconds attribute returns an integer or an array-like object containing the total number of seconds in each Timedelta object in the TimedeltaIndex.

Examples

Here are a few examples that demonstrate the usage of the TimedeltaIndex.seconds attribute:

import pandas as pd

# Create a TimedeltaIndex
tdi = pd.TimedeltaIndex(['1 days 12:30:30', '2 days 02:15:45', '0 days 06:00:00'])

# Get the total seconds in the TimedeltaIndex
seconds = tdi.seconds

print(seconds)

Output:

[45030  81145  21600]

In this example, we first import the pandas library and create a TimedeltaIndex object tdi with three Timedelta objects. We then use the seconds attribute to get the total number of seconds in each Timedelta object and store them in the seconds variable.

The output shows an array-like object with the total seconds for each Timedelta object.

Conclusion

The TimedeltaIndex.seconds attribute in Python's Pandas library is a useful tool to get the total number of seconds in each Timedelta object within a TimedeltaIndex. This attribute can be helpful for various time-related calculations or analysis.