pandas.DataFrame.duplicated¶
- DataFrame.duplicated(*args, **kwargs)¶
- Return boolean Series denoting duplicate rows, optionally only considering certain columns - Parameters: - subset : column label or sequence of labels, optional - Only consider certain columns for identifying duplicates, by default use all of the columns - keep : {‘first’, ‘last’, False}, default ‘first’ - first : Mark duplicates as True except for the first occurrence.
- last : Mark duplicates as True except for the last occurrence.
- False : Mark all duplicates as True.
 - take_last : deprecated - cols : kwargs only argument of subset [deprecated] - Returns: - duplicated : Series