Python Pandas - Return whether all elements in the index are True

Python Pandas Server Side Programming Programming

To return whether all elements in the index are True, use the index.all() method in Pandas.

At first, import the required libraries −

import pandas as pd

Creating the index −

index = pd.Index([15, 25, 35, 45, 55])

Display the index −

print("Pandas Index...\n",index)

Return True if all the elements in the index are True −

print("\nCheck whether all elements are True...\n",index.all())

Example

Following is the code −

import pandas as pd

# Creating the index
index = pd.Index([15, 25, 35, 45, 55])

# Display the index
print("Pandas Index...\n",index)

# Return a tuple of the shape of the underlying data
print("\nA tuple of the shape of underlying data...\n",index.shape)

# Return the number of elements in the Index
print("\nNumber of elements in the index...\n",index.size)

# Return True if all the elements in the index are True
print("\nCheck whether all elements are True...\n",index.all())

Output

This will produce the following code −

Pandas Index...
Int64Index([15, 25, 35, 45, 55], dtype='int64')

A tuple of the shape of underlying data...
(5,)

Number of elements in the index...
5

Check whether all elements are True...
True

AmitDiwan

Published on 13-Oct-2021 11:25:19

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