Plot the average distances and minimum distances with respect to dimensions

plot.ipynb

import random
import math
import numpy as np
import matplotlib.pyplot as plt
import seaborn
seaborn.reset_orig()

i = 0
mList = []
avgList = []
ratioList = []
while i < 100:
    j = 0
    aList = []
        
    while j < 10000:
        a = np.random.random((2,1))
        length = np.linalg.norm(a)
        aList.append(length)
        j += 1
        
    m = min(aList)
    mList.append(m)
    avg = sum(aList) / 10000
    avgList.append(avg)
    ratio = m / avg
    ratioList.append(ratio)    
    i += 1 
x,y = zip(*sorted(zip(mList, avgList)))
plt.plot(x,y)