factor_analyzer.factor_analyzer_utils.apply_impute_nan
factor_analyzer.factor_analyzer_utils.apply_impute_nan(x, how='mean')Apply a function to impute np.nan values with the mean or the median.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
| x | array - like |
The 1-D array to impute. | required |
| how | str | Whether to impute the ‘mean’ or ‘median’. Defaults to ‘mean’. | 'mean' |
Returns
| Name | Type | Description |
|---|---|---|
| x | numpy.ndarray | The array, with the missing values imputed. |