Data Science, Product Analytics, Ab Testing, Simulation, Deep Dives.
Such a few simulations can help us get a low-resolution picture quite quickly. Keeping in mind the estimation we got from the classic statistics, we should expect that numbers around 10K will give us the desired statistical power. tmp_dfs = [] for sample_size in [100, 250, 500, 1000, 2500, 5000,