Today’s business climate demands that companies leverage massive quantities of data for analysis to provide insights and competitive advantage. But this deluge of data creates a challenge in the way data is handled. Traditional data management approaches are no longer sufficient to enable businesspeople and analysts to quickly understand and capitalize on the wealth of insights in various diverse data sets. These data sets need to be aggregated, integrated and manipulated for analysis and use. This preparation of data, also known as data wrangling, has become essential for compa