data_7[['评分人数','好评数']].boxplot(whis = 3,ax = axes[i,j],
                showfliers = True,  # showfliers 否显示异常值 默认 True
                widths = 0.5,      #  箱体宽度
                patch_artist = True,   # 是否填充箱体颜色
                showmeans = True,      # 是否显示均值,默认不显示
                # 设置箱体属性,填充色和边框色
                boxprops = {'color':'black','facecolor':'#9999ff'}, 
                # 设置异常值属性,点的形状、填充色和边框色
                flierprops = {'marker':'o','markerfacecolor':'red','color':'black'}, 
                # 设置均值点的属性,点的形状、填充色
                meanprops = {'marker':'D','markerfacecolor':'indianred'},
                # 设置中位数线的属性,线的类型和颜色
                medianprops = {'linestyle':'-','color':'orange'}