Assuming ethnicity is required, the following result was found.
[student_gender_code], [student_country_birth_code], [student_country_domicile_code], [student_nationality_code], [student_ethnicity_code] FROM [sourcedb].[dbo].[events] Simple bit of SQL but as you can see we have a few fields that need decoding...