Python - Get total number of hours from a Pandas Timedelta?

Learn, how can we get total number of hours from a Pandas Timedelta?
Submitted by Pranit Sharma, on August 18, 2022

Pandas is a special tool that allows us to perform complex manipulations of data effectively and efficiently. Inside pandas, we mostly deal with a dataset in the form of DataFrame. DataFrames are 2-dimensional data structures in pandas. DataFrames consist of rows, columns, and data.

Timedelta() is the method used for representing differences in time, which is expressed in different units, like hours, minutes, and seconds.

The Timedelta() method takes a string inside it as a parameter in which we simply define the time in human language and it converts that string to measure time differences.

Getting total number of hours from a Pandas Timedelta

To get the total number of hours from a pandas timedelta, we will first define a string for the time difference and then we will count the total number of hours by dividing the total time difference by the time of 1 hour.

Let us understand with the help of an example,

Python program to get total number of hours from a Pandas Timedelta

# Importing pandas package
import pandas as pd

# Importing numpy package
import numpy as np

# Creating dictionary
d = {'Time':[pd.Timedelta('1 days 2 hours')]}

# Creating DataFrame
df = pd.DataFrame(d)

# Display Original DataFrames
print("Created DataFrame:\n",df,"\n")

# Getting total hours
result = df['Time']/pd.Timedelta('1 hour')

# Display the data type of this column
print("Data type:\n",result)