Clean
Cast data types, rename or drop columns, impute missing values, and filter values in a dataset
Parameters
Name | Type | Description | Is Optional |
---|---|---|---|
columns | clean_dict | Dictionary with keys as column names to clean, values are all optional: type - the dtype to cast the values to, name - the new name for a column, impute - an imputation strategy or value for replacing null values ('mean', 'median', 'mode', ), filter - a filter statement to filter the output table, drop - drops column from the output if true |
Example
Source Code
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