When a characteristics does not show "Not assigned" Values in the filter, it means that there are no Data records in infoprovider where this characteristic is blank.
If the Filter value search is based upon master data values, then as suggested above, please check master data tables for this characteristics if there is blank value maintained.
Was this Query in query designed changed recently??
thanks,
Su
