It doesn't. You need to write the transformations for views you are generating keeping these anomalies into consideration. JDV provides tools (SQL language, function library ) to achieve that. It is not data cleansing or data quality platform, although we are starting to provide some custom functions in the space, to make use in your view transformations for ad-hoc processing.