Before committing, it is wise to recognize that executing KS tests, although useful, must be accompanied by a rigorous verification of sample representativeness. If the data collection method is not impeccable, for example if it favors certain market segments, even a small statistical discrepancy could hide a significant divergence in extreme market conditions. The confidence threshold must be adjusted to account for potential biases.