matplotlib example prob (snippet)

Python matplotlib example 'prob'

Modules used in program:

• import scipy.stats as stats
• import matplotlib.mlab as mlab
• import matplotlib.pyplot as plt
• import matplotlib
• import collections

python prob

Python matplotlib example: prob

import collections
import matplotlib
matplotlib.use('TkAgg')
import matplotlib.pyplot as plt 
import matplotlib.mlab as mlab
import scipy.stats as stats

data = [1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 3, 4, 4, 4, 4, 5, 6, 6, 6, 7, 7, 7, 7, 7, 7, 7, 7, 8, 8, 9, 9]

c = collections.Counter(data)
count_sum = sum(c.values())

for k, v in c.items():
    print('The relative frequency of number ' + str(k) + ' is ' + str(float(v) / count_sum) + '. The absolute frequency is ' + str(v) + ". ")

plt.figure(1)
plt.boxplot(data)
plt.savefig('boxplot.png')

plt.figure(2)
plt.hist(data, histtype='bar')
plt.savefig('histogram.png')

plt.figure(3)
prob_plot = stats.probplot(data, dist='norm', plot=plt)
plt.savefig('probability_plot.png')

Python links

• Learn Python: https://pythonbasics.org/
• Python Tutorial: https://pythonprogramminglanguage.com