Social science researchers routinely review quantitative and qualitative data from surveys, census studies and social media. Analyzing these data sets will allow them to check behaviors, trends and plan impacts.Data cleaning, often known as data cleaning or data scrubbing, is the entire process of pinpointing and correcting errors, inconsistencies,