Change Float To Int Pandas

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Change Float To Int Pandas

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Pandas IntCastingNaNError Cannot Convert Non finite Values NA Or Inf

You can convert floats to integers in Pandas DataFrame using 1 astype int df DataFrame Column df DataFrame Column astype int 2 apply int df DataFrame Column df DataFrame Column apply int In this guide you ll see 4 scenarios of converting floats to integers for Specific DataFrame column using If you have a data frame of ints, simply use astype directly. df.astype(int) If not, use select_dtypes first to select numeric columns. df.select_dtypes(np.number).astype(int)

How To Convert Floats To Ints In Pandas

Change Float To Int PandasYou can use the following syntax to convert a column in a pandas DataFrame from a float to an integer: df ['float_column'] = df ['float_column'].astype(int) The following examples show how to use this syntax in practice. Example 1: Convert One Column from Float to Integer Suppose we have the following pandas DataFrame: Convert Floats to Integers in a Pandas DataFrame Below are the ways by which we can convert floats to integers in a Pandas DataFrame Using DataFrame astype method Using DataFrame apply method

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