Abstract: Graphical user interfaces (GUIs) for reviewing and evaluating geospatial data are provided. A GUI may allow a user to configure a geospatial data quality assessment system by grouping feature classes into one or more categories and selecting target quality scores for the overall data set and/or one or more categories. A GUI may display one or more review areas for a user to review and allow a user to generate one or more error calls in the review areas. A GUI may display one or more scores associated with a geospatial data set. A GUI may allow a user to modify to which category one or more feature classes are assigned. In response to an adjustment of one or more feature classes between categories, the user interfaces may display one or more updated quality scores associated with one or more categories.