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Pandas DataFrame isna() Method

❮ DataFrame Reference


Example

Replace all values in the DataFrame with True for NOT A NUMBER values, otherwise False:

In this example we use a .csv file called data.csv

import pandas as pd

df = pd.read_csv('data.csv')

newdf = df.isna()
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Definition and Usage

The isna() method returns a DataFrame object where all the values are replaced with a Boolean value True for NA (not-a -number) values, and otherwise False.


Syntax

dataframe.isna()

Parameters

This method takes no parameters.


Return Value

A DataFrame with Boolean values.


❮ DataFrame Reference