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Python - Check if the Pandas Index is a floating type
To check if the Pandas Index is a floating type, use the index.is_floating() method in Pandas. At first, import the required libraries -
import pandas as pd
Creating Pandas index −
index = pd.Index([5.7, 6.8, 10.5, 20.4, 25.6, 30.8, 40.5, 50.2])
Display the Pandas index −
print("Pandas Index...\n",index)Check whether index values have only floats −
print("\nIndex values only consists of floats?\n",index.is_floating())Example
Following is the code −
import pandas as pd
# Creating Pandas index
index = pd.Index([5.7, 6.8, 10.5, 20.4, 25.6, 30.8, 40.5, 50.2])
# 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 floats
print("\nIndex values only consists of floats?\n",index.is_floating())Output
This will produce the following output −
Pandas Index... Float64Index([5.7, 6.8, 10.5, 20.4, 25.6, 30.8, 40.5, 50.2], dtype='float64') Number of elements in the index... 8 The dtype object... float64 Index values only consists of floats? True
Updated on: 13-Oct-2021
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