- Data Structure
- Networking
- RDBMS
- Operating System
- Java
- MS Excel
- iOS
- HTML
- CSS
- Android
- Python
- C Programming
- C++
- C#
- MongoDB
- MySQL
- Javascript
- PHP
- Physics
- Chemistry
- Biology
- Mathematics
- English
- Economics
- Psychology
- Social Studies
- Fashion Studies
- Legal Studies
- Selected Reading
- UPSC IAS Exams Notes
- Developer's Best Practices
- Questions and Answers
- Effective Resume Writing
- HR Interview Questions
- Computer Glossary
- Who is Who
Python Pandas - Check if the IntervalIndex has overlapping intervals
To check if the IntervalIndex has overlapping intervals, use the Intervalndex.is_overlapping property. At first, import the required libraries −
import pandas as pd
Create IntervalIndex −
interval = pd.IntervalIndex.from_tuples([(10, 20), (15, 25)])
Display the interval −
print("IntervalIndex...\n",interval)
Check if the interval is overlapping or not −
print("\nIs the interval overlapping?\n",interval.is_overlapping)
Example
Following is the code −
import pandas as pd # Create IntervalIndex interval = pd.IntervalIndex.from_tuples([(10, 20), (15, 25)]) # Display the interval print("IntervalIndex...\n",interval) # Display the interval length print("\nIntervalIndex length...\n",interval.length) # Check if the interval is overlapping or not print("\nIs the interval overlapping?\n",interval.is_overlapping)
Output
This will produce the following output −
IntervalIndex... IntervalIndex([(10, 20], (15, 25]], dtype='interval[int64, right]') IntervalIndex length... Int64Index([10, 10], dtype='int64') Is the interval overlapping? True
Advertisements