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Python Pandas IntervalIndex - Return an ndarray of tuples of the form (left, right)
To return an ndarray of tuples of the form left, right, use the to_tuples() method in Pandas. At first, import the required libraries −
import pandas as pd
Create IntervalArray −
index = pd.arrays.IntervalArray.from_breaks(range(5))
Display the interval −
print("IntervalIndex...\n",index)Return the ndarray of Tuples −
print("\nThe ndarray of Tuples...\n",index.to_tuples())
Example
Following is the code −
import pandas as pd
# Create IntervalArray
index = pd.arrays.IntervalArray.from_breaks(range(5))
# Display the interval
print("IntervalIndex...\n",index)
# Display the interval length
print("\nIntervalIndex length...\n",index.length)
# Return the ndarray of Tuples
print("\nThe ndarray of Tuples...\n",index.to_tuples())Output
This will produce the following output −
IntervalIndex... <IntervalArray> [(0, 1], (1, 2], (2, 3], (3, 4]] Length: 4, dtype: interval[int64, right] IntervalIndex length... Int64Index([1, 1, 1, 1], dtype='int64') The ndarray of Tuples... [(0, 1) (1, 2) (2, 3) (3, 4)]
Updated on: 19-Oct-2021
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