A range-conversion method and system includes receiving data records. Each data record includes one or more data fields and a field value associated with each data field. One or more data fields are identified as a range-based data field. A plurality of text-based range descriptors are defined, such that each text-based range descriptor is associated with a range of field values for one of the range-based data fields.