SUMMARIZING DATA REMOVED FROM A QUERY RESULT SET BASED ON A DATA QUALITY STANDARD

A method, article of manufacture and apparatus for graphically summarizing the data in an initial query result set, including when rows are removed from the result set by applying a data quality standard is disclosed. When a user selects to change the data quality standard, a group of target rows are identified and removed from the user's display. A bitmap is generated to graphically represent the location of each row in the initial result set, including removed rows. A bitmap to summarize the data values for one or more columns in the initial result set may also be created. Thus, a user may quickly obtain an intuitive view of what the data looks like, without the need for complex analysis or graphing packages.