We estimated the genetic correlation of EduYears across all pairs of cohorts with non-negative heritability estimates (Supplementary Table 22). We used bivariate LD Score regression39 implemented by the LDSC software with a European reference population, filtered to HapMap3 SNPs. The estimated genetic correlations of EduYears between each of our 933 pairs of cohorts is shown in Supplementary Table 23.