DatAnalyzer.pipeline.cleaners module

class DatAnalyzer.pipeline.cleaners.CleanData(X)[source]

Bases: object

This class is used to clean the data

drop_duplicated()[source]

Drop duplicated rows

Returns:: Data without duplicated rows
Return type:: pandas.DataFrame

missing_data(ascending=False)[source]

Return the number of missing data

Parameters:: ascending (bool) – Sort the missing data
Returns:: Missing data
Return type:: pandas.Series