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Previous version scanned ees_ks2_attainment (1.2M rows) 5 times via separate CTEs (all_pupils, gender_boys, gender_girls, disadv, not_disadv) plus 5 LEFT JOINs. Rewritten as one GROUP BY with conditional aggregation — single scan, no self-joins. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>