A measure of data quality in the source data is critical information in the management of the data assets in the organization. The cost of invalid data in metrics represented in a scorecard helps organizations derive value in monitoring data quality of the source data. As a data analyst, you might want to associate a value, such as a currency unit or any custom unit, to metrics and metric groups. You can then run the scorecard to view the total cost of invalid data in the source data.