It has been estimated that as much as 80% of the total effort in a typical data analysis project is taken up with data preparation, including reconciling and me

The datasets used in machine learning and statistics are \emph{huge} and often \emph{imperfect},\textit{e.g.}, they contain corrupted data, examples with wrong