2.作图 plt.figure()#create a boxplot of the normal data, assign the output to a variable to supress output_ = plt.boxplot(df['normal'], whis='range') 3. 显示三列 #clear the current figureplt.clf()#plot boxplots for all three of df's columns_ = plt.boxplot([ df['normal']...
Matplotlib allows you to customize various aspects of the box plot, such as the color, orientation, and appearance of the whiskers and outliers. Changing Box Plot Colors You can change the colors of the different components of the box plot using the boxprops, whiskerprops, capprops, medianprop...
Let us create some box-and-whisker plots (henceforth, referred to simply as boxplots) using Matplotlib. At the end of the post we will have a boxplot which looks like the following. Import the libraries and specify the type of the output file. The first step is to import the python l...
box , boxprops = {'color': base_color, 'facecolor': base_color} # Properties of whiskers , whiskerprops = {'color': base_color} # Properties of whisker caps , capprops = {'color': base_color}) # By default, the tick label starts at 1 and increments by 1 for # each box drawn...
(color='navy')capprops=dict(color='navy')medianprops=dict(color='red')ax.boxplot([data1,data2],labels=['Group 1','Group 2'],boxprops=boxprops,whiskerprops=whiskerprops,capprops=capprops,medianprops=medianprops)ax.set_title('Customized Boxplots - how2matplotlib.com')ax.set_ylabel('...
plt.boxplot( x, # 指定要绘制箱线图的数据 notch=True or False, # 是否是凹口的形式展现箱线图,默认非凹口 sym, # str值,指定异常点的形状,默认为+号显示 vert=True or False, # 是否需要将箱线图垂直摆放,默认True垂直摆放 whis, # float值,指定上下须与上下四分位的距离,默认为1.5倍的四分位差 ...
下面以bp作为boxplot()返回对象. bp的基本绘图元素有: boxes, 是25分位值和75分位值构成的box, 每个box是一个PathPatch对象 medians, 是中位值的横线, 每个median是一个Line2D对象 whiskers, 是指从box 到error bar之间的竖线. 每个whisker是一个Line2D对象 fliers, 是指error bar线之外的离散点. 每个...
boxes, 是25分位值和75分位值构成的box, 每个box是一个PathPatch对象 medians, 是中位值的横线, 每个median是一个Line2D对象 whiskers, 是指从box 到error bar之间的竖线. 每个whisker是一个Line2D对象 fliers, 是指error bar线之外的离散点. 每个flier是一个Line2D对象 ...
(4)]# 创建图形和坐标轴fig,ax=plt.subplots(figsize=(12,6))# 为每个箱子设置不同的宽度widths=[0.5,0.7,1.0,1.2]# 绘制箱线图,设置不同的宽度ax.boxplot(data,width=widths)# 设置标题和标签ax.set_title("Boxplot with Different Widths - how2matplotlib.com")ax.set_xlabel("Groups")ax.set_...
star4、imshow plot【格子图】5、contour plot【等高线图】6、quiver plot【箭头】 star7、pie plot【饼图】 star8、text plot【添加文本】9、fill_between plot【曲线填充图】10、step plot【阶梯图】 star11、box plot【箱图】12、errorbar plot【误差棒】 ...