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Python Pandas IntervalIndex - Check if Intervals that only have an open endpoint in common overlap or not
To check if Intervals that only have an open endpoint in common overlap or not, use the IntervalIndex.is_overlapping property.
At first, import the required libraries −
import pandas as pd
Create IntervalIndex. The intervals are closed on the left-side since the "closed" parameter is set "left" −
interval = pd.interval_range(0, 8, closed='left')
Display the interval −
print("IntervalIndex...\n",interval)Check if the Intervals that only have an open endpoint in common overlap or not −
print("\nDoes the Intervals that have an open endpoint overlap?\n",interval.is_overlapping)Example
Following is the code −
import pandas as pd
# Create IntervalIndex
# The intervals are closed on the left-side since the "closed" parameter is set "left"
interval = pd.interval_range(0, 8, closed='left')
# Display the interval
print("IntervalIndex...\n",interval)
# Display the interval length
print("\nIntervalIndex length...\n",interval.length)
# Check if the Intervals that only have an open endpoint in common overlap or not
print("\nDoes the Intervals that have an open endpoint overlap?\n",interval.is_overlapping)Output
This will produce the following output −
IntervalIndex... IntervalIndex([[0, 1), [1, 2), [2, 3), [3, 4), [4, 5), [5, 6), [6, 7), [7, 8)], dtype='interval[int64, left]') IntervalIndex length... Int64Index([1, 1, 1, 1, 1, 1, 1, 1], dtype='int64') Does the Intervals that have an open endpoint overlap? False
Updated on: 18-Oct-2021
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