File:Lawoflargenumbers.svg
Summary
| Description |
English: Illustration of Law of large numbers. |
| Date | |
| Source | Own work |
| Author | Pred |
| SVG development |
Licensing
Pred, the copyright holder of this work, hereby publishes it under the following license:
  |
This file is made available under the Creative Commons CC0 1.0 Universal Public Domain Dedication. |
| The person who associated a work with this deed has dedicated the work to the public domain by waiving all of their rights to the work worldwide under copyright law, including all related and neighboring rights, to the extent allowed by law. You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission.
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Source code
This media was created with Python (general-purpose programming language)Category:Images with Python source code
Here is a listing of the source used to create this file.
Here is a listing of the source used to create this file.
The plot was produced using the following Python source code
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
np.random.seed(0)
x = np.arange(1, 1001, 1)
samples = np.random.randint(1, 7, len(x))
averages = np.cumsum(samples)/x
plt.plot((0, 1000), (3.5, 3.5), label='Theoretical mean')
plt.plot(x, averages, label='Observed averages')
plt.title('Average dice roll by number of rolls')
plt.xlabel('Number of trials')
plt.ylabel('Average')
plt.ylim((1, 6))
plt.legend()
plt.savefig('lawoflargenumbers.svg')