python 상자 형 그림 그리 기

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt


# Seaborn    matplotlib           API  ，          ，         seaborn            。
import seaborn  as sns
from scipy import stats

import warnings
warnings.filterwarnings("ignore")
%matplotlib inline


#    
# orient="v"       ，   'h'    
# showfliers=False,#       
# fliersize=15       marker  ，   5
# flierprops = {'marker':'o',#     
#                          'markerfacecolor':'red',#     
#                          'color':'black',#      
#                         },

# showcaps=False,#      
# capprops={'linestyle':'--','color':'red'},#        
# whiskerprops={'linestyle':'--','color':'red'},#       
# notch=True,#      
# color='white',#     

# boxprops = {'color':'red',#    
#           'facecolor':'pink'#     
#           },#      

# showmeans=True,#      ，
# meanprops = {'marker':'D','markerfacecolor':'red'},#      
# meanline=True,#     
# meanprops = {'linestyle':'--','color':'red'},#       

fig = plt.figure(figsize=(6,4))  #             

sns.boxplot(train_data['V0'], 
            orient='v',
            showfliers=True,
            fliersize=4, 
            width=0.5,
            flierprops={
                'marker':'o',
                'markerfacecolor':'red',
                'color':'write'
            },
           showcaps=True,
           capprops={
               'linestyle':'--',
               'color':'red'
           },
            whiskerprops={
                'linestyle':'--',
                'color':'red'
            },
            notch=True,#      
            color='white',#     
            boxprops = {'color':'red',#    
           'facecolor':'pink'#     
           },#      
            showmeans=True,#      ，
            # meanprops = {'marker':'D','markerfacecolor':'red'},#      
            meanline=True,#     
            meanprops = {'linestyle':'--','color':'red'},#       
           )