Methodology

Since we aim to understand if there's a difference between these two distributions, I chose the kolmogorov-smirnov (KS) test for two samples. The KS test is a two-sided test for the null hypothesis that the two samples come from the same distribution. This test compares the two samples to generate a KS statistic and a p-value.