Data Science, Product Analytics, Ab Testing, Simulation, Deep Dives.
to put this logic together, run a bunch of such synthetic experiments, and save results. def run_simulations_for_value(pop_df, sample_size, effect_size, boot_iters, confidence_level, num_simulations): tmp_data = [] for sim in tqdm.tqdm(range(num_simulations)): sample_df =