Beanplot Example

beanPlot.py

import numpy as np
import matplotlib.pyplot as plt
import statsmodels.api as sm

shou = np.random.random(100)
chiku = np.log(shou)
bai = np.exp2(shou)

data=[shou, chiku, bai]
ll = ["shou (" + str(np.round(np.mean(shou),decimals=2))+")", "chiku (" + str(np.round(np.mean(chiku),decimals=2))+")", "bai (" + str(np.round(np.mean(bai),decimals=2))+")"]

plt.rcParams['figure.subplot.bottom'] = 0.23  # keep labels visible
fig = plt.figure()

fig.set_size_inches(15,9)
ax = fig.add_subplot(111)

ax.spines["right"].set_visible(False)
ax.spines["top"].set_visible(False)

for t in ax.xaxis.get_major_ticks():
   t.tick2On = False
    
for t in ax.yaxis.get_major_ticks():
   t.tick2On = False

sm.graphics.beanplot(data, ax=ax, labels=ll, plot_opts={'label_fontsize':'large', 'label_rotation':0,'violin_fc':'#AAAAFF'})

ax.set_xlabel("Data")
ax.set_ylabel("Value")