#以下解决mtpl中文显示问题 from pylab import * mpl.rcParams['font.sans-serif'] = ['SimHei'] #以下解决seaborn中文编码报错问题 import sys reload(sys) sys.setdefaultencoding('utf8') sns.set_context("talk")
###测试 df_test=pd.DataFrame({'分类':['分类1','分类2','分类3','分类4','分类1'],'长度':[19,20,30,40,129],'width':[2,3,4,5,12],'height':[233,231,321,346,133]}) # print df_test df_test['height']= (df_test['height']-df_test['height'].min(axis=0))/(df_test['height'].max(axis=0)-df_test['height'].min(axis=0)) df_test['长度']= (df_test['长度']-df_test['长度'].min(axis=0))/(df_test['长度'].max(axis=0)-df_test['长度'].min(axis=0)) df_test['width']= (df_test['width']-df_test['width'].min(axis=0))/(df_test['width'].max(axis=0)-df_test['width'].min(axis=0)) # df_test['height']= (df_test['height']-df_test['height'].min(axis=0))/(df_test['height'].max(axis=0)-df_test['height'].min(axis=0)) print df_test andrews_curves(df_test, '分类') plt.show() sns.pairplot(df_test,hue='分类') plt.show()