Create an rng object with np.random.default_rng(), you can seed it for reproducible results. You can draw samples from probability distributions, including from the binomial and normal distributions.
Note: Most of my prior work has been in internal systems/data environments. This is a small public prototype to demonstrate my modeling approach and decision-support packaging. A small, reproducible ...