Definition of Data Labels - Techwalla A data label is a static part of a chart, report or other dynamic layout. The label defines the information in the line item. Labels are an integral part of reporting and application development. Significance Without a data label, the user is left not knowing the importance of the numbers or information listed in the report's line item.