This is correct, and strongly typed languages don't help. Often your data validation process does things like running descriptive statistics (means, standard d

This is correct, and strongly typed languages don't help. Often your data validation process does things like running descriptive statistics (means, standard deviations, etc) on particular columns and making sure they are within reasonable ranges. Strongly typed languages don't have any particular advantage for this kind of thing.