Pandas DataFrame: nunique() function
DataFrame - nunique() function
The nunique() function is used to count distinct observations over requested axis.
Return Series with number of distinct observations. Can ignore NaN values.
Syntax:
DataFrame.nunique(self, axis=0, dropna=True)
Parameters:
Name | Description | Type/Default Value | Required / Optional |
---|---|---|---|
axis | The axis to use. 0 or ‘index’ for row-wise, 1 or ‘columns’ for column-wise. | {0 or ‘index’, 1 or ‘columns’} Default Value: 0 |
Required |
dropna | Don’t include NaN in the counts. | bool Default Value: True |
Required |
Returns:Series
Example:
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