Proportion of data completeness by variable across racial complexes in the 2010 PGMN database. Variables are grouped by type into three panels: (a) geographic, (b) qualitative and (c) quantitative. Colour intensity reflects the percentage of complete records, with darker blue tones indicating higher data completeness. This visualisation provided information for the selection of variables for model development by highlighting missing data patterns.