
Data Structure
Networking
RDBMS
Operating System
Java
MS Excel
iOS
HTML
CSS
Android
Python
C Programming
C++
C#
MongoDB
MySQL
Javascript
PHP
- Selected Reading
- UPSC IAS Exams Notes
- Developer's Best Practices
- Questions and Answers
- Effective Resume Writing
- HR Interview Questions
- Computer Glossary
- Who is Who
Check if Pandas Index is Monotonic Increasing or Equal
To return if the index is monotonic increasing (only equal or increasing) values, use the index.is_monotonic_increasing property.
At first, import the required libraries −
import pandas as pd
Creating the index −
index = pd.Index([10, 20, 20, 30, 40])
Display the index −
print("Pandas Index...\n",index)
Check if the index monotonic increasing −
print("\nIs the Pandas index monotonic increasing?\n",index.is_monotonic_increasing)
Example
Following is the code −
import pandas as pd # Creating the index index = pd.Index([10, 20, 20, 30, 40]) # Display the index print("Pandas Index...\n",index) # Return an array representing the data in the Index print("\nArray...\n",index.values) # Check if the index monotonic increasing print("\nIs the Pandas index monotonic increasing?\n",index.is_monotonic_increasing)
Output
This will produce the following code −
Pandas Index... Int64Index([10, 20, 20, 30, 40], dtype='int64') Array... [10 20 20 30 40] Is the Pandas index monotonic increasing? True
Advertisements