Violin Plot

Violin Plot :

import matplotlib.pyplot as plt

a = [1,2,35,9,10,15]

b = [5,20,12,25,7,38]

c= [3,7,18,22,14,31]

data = list([a, b, c])

plt.violinplot(data,showmeans=True, showmedians = True )

plt.show()

Customizing Violin Plot :

import matplotlib.pyplot as plt

a = [1,2,35,9,10,15]

b = [5,20,12,25,7,38]

c= [3,7,18,22,14,31]

data = list([a, b, c])

fig = plt.figure(figsize=(10,5))

plt.violinplot(data,showmeans=True, showmedians = True)

plt.legend()

plt.grid(True)

plt.xlabel("x")

plt.ylabel("y")

plt.show()

Adding Two Violin Plot : 

import matplotlib.pyplot as plt

a = [1,2,35,9,10,15]

b = [5,20,12,25,7,38]

c= [3,7,18,22,14,31]

a1 = [1,2,35,9,10,15]

b1= [5,20,12,25,7,38]

c1= [3,7,18,22,14,31]

data = list([a, b, c])

data1 = list([a1, b1, c1])

fig = plt.figure(figsize=(10,5))

plt.subplot(1,2,1)

plt.violinplot(data,showmeans=True, showmedians = True )

plt.legend()

plt.grid(True)

plt.xlabel("x")

plt.ylabel("y")

plt.subplot(1,2,2)

plt.violinplot(data1,showmeans=True,

showmedians = True )

plt.legend()

plt.grid(True)

plt.xlabel("x")

plt.ylabel("y")

plt.show()