aletelecom

data_df = pd.DataFrame([distance, np.sort(optical_power)])
data_df = data_df.T
data_df.rename(columns={0:'distance', 1:'optical_power'}, inplace=True)
#data_df['avg_speed'] = data_df['throughput'].divide(data_df['client_qty'])
data_df

aletelecom

def double_hist_and_scatter_plot(df):  

    # Auxilliary parameters for the plot, number of bins
    w = 2
    n = math.ceil((df['optical_power'].max() - df['optical_power'].min()) / w)

    # definitions for the axes limits and positions
    left, width = 0.1, 0.65
    bottom, height = 0.1, 0.65
    spacing = 0.005

aletelecom

double_hist_and_scatter_plot(data_df)