Reports->Chat Id is showing instead of Customer number in Customer Number Column

Only Agent ID, Chat Id(with column name Customer Number in french), Start time and Chat Server Link(with customer number as id) are being shown in Chat Detail Reports. 
No First Name, Last Name, Email Column can be seen in Reports.