pilot_nicks.py 文件源码

def graphing(what, data, who):

    kek = data[who][what]    
    fig = figure()
    ax = fig.add_subplot(111)
    if '\xa0' in str(kek):
       kek = (int(kek.replace(u'\xa0', '')))

    data = stuff[what]
    mean, sigma = norm.fit(data)
    plt.hist(data, bins = 1000, normed=True, alpha=0.4)

    xmin, xmax = plt.xlim()
    x = np.linspace(xmin, xmax, 1000)
    p = norm.pdf(x, mean, sigma)
    plt.plot(x, p, 'k', linewidth=2)
    title = f'{what}\nFit results: mean = {round(mean,2)}, sigma = {round(sigma,2)}'
    plt.title(title)

    two, eight = norm.interval(.999, loc = mean, scale = sigma)
    plt.xlim(0, eight)

    new = norm.pdf(kek, mean, sigma)
    plt.plot([kek, kek], [0, new], color='r', linestyle='--')
    if what == 'Death/Game':
        at = round((1-norm.cdf(kek, mean, sigma))*100, 2)
    else:
        at = round(norm.cdf(kek, mean, sigma)*100, 2)
    text = f'You are better than \n{at}% players'
    ax.annotate(text, xy=(kek, new), xytext=(0.7, 0.8), textcoords='axes fraction',
                arrowprops=dict(facecolor='g', color='g'))

    what = what.replace('/', '-')
    #plt.show()
    plt.savefig(f'Y:/python/graphs/data/{what}.png')
    #plt.close()