比较具有不同x轴值的直方图

Question

I am having some trouble working with Python histograms. I have 2 Bell curves with the same number of points but with dramatically different values for those points. I want to compare the shape of the curves. Plots 1 and 2 show what I am getting. I want it to look like plot 3 below, but not with points!

import numpy as np
import matplotlib.pyplot as plt

hist1 = np.random.normal(0,100,1000)
hist2 = np.random.normal(0,1,1000)

nBins = 100

plt.figure(1)
plt.hist((hist1,hist2),bins=nBins)

plt.figure(2)
plt.hist(hist1,bins=nBins)
plt.hist(hist2,bins=nBins)

plt.figure(3)
plt.plot(np.histogram(hist1,bins=nBins)[0],'o')
plt.plot(np.histogram(hist2,bins=nBins)[0],'o')

Answer 1

It was indeed pretty simple.

Just had to standardize both functions before and plot them separately in the same figure.

import numpy as np
import matplotlib.pyplot as plt

hist1 = np.random.normal(0,100,1000)
hist2 = np.random.normal(0,1,1000)

nBins = 10

def Standardize(distribution):
    newDistribution = (distribution-np.mean(distribution))/np.std(distribution)
    return newDistribution


plt.figure(2)
plt.hist(Standardize(hist1),bins=nBins)
plt.hist(Standardize(hist2),bins=nBins)