Python Pandas - Check whether two Interval objects overlap

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To check whether two Interval objects overlap, use the overlaps() method. At first, import the required libraries −

import pandas as pd

Two intervals overlap if they share a common point, including closed endpoints. Intervals that only have an open endpoint in common do not overlap. Create two Interval objects

interval1 = pd.Interval(10, 30)
interval2 = pd.Interval(25, 35)

Display the intervals

print("Interval1...
",interval1) print("Interval2...
",interval2)

Check whether both the interval objects overlap

print("
Do both the interval objects overlap?
",interval1.overlaps(interval2))

Example

Following is the code

import pandas as pd

# Two intervals overlap if they share a common point, including closed endpoints
# Intervals that only have an open endpoint in common do not overlap
# create two Interval objects
interval1 = pd.Interval(10, 30)
interval2 = pd.Interval(25, 35)

# display the intervals
print("Interval1...
",interval1) print("Interval2...
",interval2) # display the length of both Interval1 and Interval2 objects print("
Interval1 object length = ",interval1.length) print("
Interval2 object length = ",interval2.length) # check whether both the interval objects overlap print("
Do both the interval objects overlap?
",interval1.overlaps(interval2))

Output

This will produce the following code

Interval1...
(10, 30]
Interval2...
(25, 35]

Interval1 object length = 20

Interval2 object length = 10

Do both the interval objects overlap?
True
raja
Updated on 21-Oct-2021 06:43:58

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