stat_sig_random_11

stat_sig_random_11.py

def plot_hist(experiment_results: np.ndarray,
              bins=100,
              observed_rate: float = None,
              title: str = None) -> None:
    sns.histplot(experiment_results, bins=bins)
    if observed_rate:
        plt.axvline(observed_rate, color='r', label='Diff in rates observed in experiment')
        plt.legend(bbox_to_anchor=(0.5, -0.2), loc="lower center")
    if title:
        plt.title(title)
    plt.gca().xaxis.set_major_formatter(ticker.PercentFormatter(xmax=1.0))
    sns.despine(left=True, bottom=True)
    plt.tight_layout()


plot_hist(simulated_diffs_in_rates,
          bins=15,
          title="Our range of pure randomness")