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Python Pandas - Check whether the IntervalIndex intervals are closed on the left-side, right-side, both or neither
To check whether the IntervalIndex intervals are closed on the left-side, right-side, both or neither, use the interval.closed property.
At first, import the required libraries −
import pandas as pd
Create IntervalIndex −
interval = pd.IntervalIndex.from_arrays([5, 10, 15], [15, 20, 25])
Display the interval −
print("IntervalIndex...\n",interval)Check whether the IntervalIndex is closed on the left-side, right-side, both or neither −
print("\nChecking for the type of IntervalIndex...\n",interval.closed)
Example
Following is the code −
import pandas as pd
# Create IntervalIndex
interval = pd.IntervalIndex.from_arrays([5, 10, 15], [15, 20, 25])
# Display the interval
print("IntervalIndex...\n",interval)
# Display the interval length
print("\nIntervalIndex length...\n",interval.length)
# Check whether the IntervalIndex is closed on the left-side, right-side, both or neither
print("\nChecking for the type of IntervalIndex...\n",interval.closed)Output
This will produce the following output −
IntervalIndex... IntervalIndex([(5, 15], (10, 20], (15, 25]], dtype='interval[int64, right]') IntervalIndex length... Int64Index([10, 10, 10], dtype='int64') Checking for the type of IntervalIndex... Right
Updated on: 18-Oct-2021
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