National EMSC Data Analysis Resource Center
Data only have potential value that is realized when someone uses the data to do something useful.
The eminent goal underlying data cleaning is to:
Assure the data are useful and functional toward the intended end analysis.
There are seven key purposes data cleaning should serve in delivering useful end-user data: