A study was done on soybean plants in Uttar Pradesh to see how different traits like plant height, pod number, and seed yield are related. They found that some genotypes, like SL-778 and PS-1447, were better at producing seeds. Traits like pod number and seed size were strongly linked to seed yield. The plants showed high heritability for traits like grain yield and pod number. The results suggest that the plants' traits are mostly influenced by genetics rather than the environment.