Abstract: A method for creating a data quality report for a given set of source data. The source data is profiled and then analysis is preferably performed at the relation level, metadata level, and data content level analysis. Any inconsistencies noted during analysis are noted with quality tags preferably comprising a common status and a type describing the category of the identified inconsistency. Reports are then generated that describe and summarize the information contained in the quality tags created during the analysis.