Why do 2 histograms overlap in matplotlib?

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In this python script is an attempt to create two histogram in one figure but the second histogram overlaps the first one

from random import randrange
import matplotlib.pyplot as plt

fig = plt.figure(figsize=(50,50))
ids =  [str(randrange(10000, 99999)) for i in range(1000)]
ids2 = [str(randrange(10000, 99999)) for i in range(1000)]
def fun1():
    ax = fig.add_subplot(1, 1, 1)
    n, bins, patches = ax.hist(x=ids, bins=range(500))
    ax.grid(axis='y', alpha=0.6)
    fig.tight_layout(pad=3.0, w_pad=2.0, h_pad=2.0)

def fun2():
    ax2 = fig.add_subplot(2, 1, 2)
    n, bins, patches = ax2.hist(x=ids2, bins=range(500))
    ax2.grid(axis='y', alpha=0.6)
  
fun1()
fun2()

Although I used tight_layout this does not help with the overlapping of the two histograms.

subplot histogram matplotlib random python
1 Answers

You have specified the subplots in this order

ax = fig.add_subplot(1, 1, 1)
ax2 = fig.add_subplot(2, 1, 2)

What you meant should be this

ax = fig.add_subplot(2, 1, 1)
ax2 = fig.add_subplot(2, 1, 2)

(2, 1) will arrange the plots in 2 rows and 1 column, then the third parameter is to specify subplots 1 and 2

enter image description here

If you specify (1, 2) there will be 1 row and 2 columns

ax = fig.add_subplot(1, 2, 1)
ax2 = fig.add_subplot(1, 2, 2)

enter image description here

user_123706870
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