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Python - Check if the Pandas Index only consists of booleans
To check if the Pandas Index only consists of booleans, use the index.is_boolean() method in Pandas. At first, import the required libraries -
import pandas as pd
Creating Pandas index
index = pd.Index([True, True, False, False, True, True, True])
Display the Pandas index −
print("Pandas Index...\n",index)
Check whether index values have only booleans −
print("\nIndex values only consists of booleans?\n",index.is_boolean())
Example
Following is the code −
import pandas as pd # Creating Pandas index index = pd.Index([True, True, False, False, True, True, True]) # Display the Pandas index print("Pandas Index...\n",index) # Return the number of elements in the Index print("\nNumber of elements in the index...\n",index.size) # Return the dtype of the data print("\nThe dtype object...\n",index.dtype) # check whether index values has only booleans print("\nIndex values only consists of booleans?\n",index.is_boolean())
Output
This will produce the following output −
Pandas Index... Index([True, True, False, False, True, True, True], dtype='object') Number of elements in the index... 7 The dtype object... object Index values only consists of booleans? True
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