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Python Pandas - Check whether two Interval objects overlap
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
Updated on 21-Oct-2021 06:43:58
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