小提琴图(Violinplot)可以理解为箱图(Boxplot)加上密度图(Kdensity),本文简单介绍在Python中如何绘制该图,使用数据为Stata软件系统自带auto数据(已导出为CSV格式)。
导入命令
1)设置工作环境 %cd "F:\\Dropbox\\python"2)导入程序包import pandas as pd import seaborn as sns 3)读取数据tips=pd.read_csv("stata_auto.csv") 4)定义并绘制图像 sns.set(style="whitegrid",palette="pastel",color_codes=ture) sns.violinplot(x="rep78", y="mpg", data=tips, split=True,inner="quart") sns.despine(left=True)
输出图像如下
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