dataframes#
Contain functions for handling dataframes in checks.
Functions
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Validate given columns exist in dataframe. |
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Filter DataFrame columns by given params. |
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Convert numpy value to native value. |
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Compute pairwise correlation. |
Return a dataframe where all the int columns are converted to floats. |
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Return a series that if the type is int converted to float. |
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Fill NaN values per column type. |
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Check if a column must be a float - meaning does it contain fractions. |
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Fill NaN values based on column type if possible otherwise returns None. |
Cast categorical columns to the object dtype. |
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Hide the index of a dataframe for display. |