2022 Tenth Anniversary

import random
from copy import copy
import numpy as np
from matplotlib import pyplot as plt
import math

paper = 8755+370# +800+1000
gold = 6

res = []
res2 = []
res3 = []
for i in range(10000):
    total = 0
    for j in range(math.floor(paper/100)):
        total += random.randint(1,6)

    total += gold*6
    res.append(total)

for i in range(10000):
    total = 0
    for j in range(math.floor((paper+500)/100)):
        total += random.randint(1,6)

    total += gold*6
    res2.append(total)


for i in range(10000):
    total = 0
    for j in range(math.floor((paper+1000)/100)):
        total += random.randint(1,6)

    total += gold*6
    res3.append(total)


showplot = True
if showplot:
    label = "Distribution"
    rmin = min(res)
    rmax = max(res)+1
    fig, ax = plt.subplots(3,1,figsize=(5,5))
    fig.suptitle("Tenth Anniversary")
    ax[0].hist(res, edgecolor='white', color="darkorange", bins=range(rmin, rmax, 1))
    ax[0].axvline(x=352,linewidth=2,label="Required Tiles with Surprise Box",color="blue")
    ax[0].axvline(x=416,linewidth=2,label="Required Tiles without Surprise Box",color="red")
    ax[0].set_yticklabels([])
    ax[0].set_title("Number of tiles with " +str(paper) + " Paper Money & " + str(gold) + " Golden Dice (6 tiles each)")
    # ax[0].set_ylabel("Probability")
    # ax[0].set_xlabel("Tiles")


    label1 = "Distribution"
    rmin1 = min(res2)
    rmax1 = max(res2)+1

    ax[1].hist(res2, edgecolor='white', color="darkorange", bins=range(rmin1, rmax1, 1))
    ax[1].axvline(x=352,linewidth=2,label="Required Tiles with Surprise Box",color="blue")
    ax[1].axvline(x=416,linewidth=2,label="Required Tiles without Surprise Box",color="red")
    ax[1].set_yticklabels([])
    ax[1].set_title("Number of tiles with " +str(paper+500) + " Paper Money & " + str(gold) + " Golden Dice (6 tiles each)")
    # ax[1].set_ylabel("Probability")
    # ax[1].set_xlabel("Tiles")

    label2 = "Distribution"
    rmin2 = min(res3)
    rmax2 = max(res3)+1
    ax[2].hist(res3, edgecolor='white', color="darkorange", bins=range(rmin2, rmax2, 1))
    ax[2].axvline(x=352,linewidth=2,label="Required Tiles with Surprise Box",color="blue")
    ax[2].axvline(x=416,linewidth=2,label="Required Tiles without Surprise Box",color="red")
    ax[2].set_yticklabels([])
    ax[2].set_title("Number of tiles with " +str(paper+1000) + " Paper Money & " + str(gold) + " Golden Dice (6 tiles each)")
    # ax[2].set_ylabel("Probability")
    # ax[2].set_xlabel("Tiles")
    plt.legend()
    plt.show()