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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...\n",interval1) print("Interval2...\n",interval2)
Check whether both the interval objects overlap
print("\nDo both the interval objects overlap?\n",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...\n",interval1) print("Interval2...\n",interval2) # display the length of both Interval1 and Interval2 objects print("\nInterval1 object length = ",interval1.length) print("\nInterval2 object length = ",interval2.length) # check whether both the interval objects overlap print("\nDo both the interval objects overlap?\n",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
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