「转」plt.legend()简明使用教程

作者：繁依Fanyi0 | 2024-04-22 20:56:15

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plt.legend

原文链接https://blog.csdn.net/helunqu2017/article/details/78641290，感谢作者辛勤付出，仅作笔记使用，侵删

1.图例legend基础语法及用法

legend语法参数如下: matplotlib.pyplot.legend(*args, **kwargs)

注：*代表接受一个元组，**代表接受一个词典

Keyword	Description
loc	Location code string, or tuple (see below).图例所有figure位置
prop	the font property字体参数
fontsize	the font size (used only if prop is not specified)
markerscale	the relative size of legend markers vs. original 图例标记与原始标记的相对大小
markerfirst	If True (default), marker is to left of the label. 如果为True，则图例标记位于图例标签的左侧
numpoints	the number of points in the legend for line 为线条图图例条目创建的标记点数
scatterpoints	the number of points in the legend for scatter plot 为散点图图例条目创建的标记点数
scatteryoffsets	a list of yoffsets for scatter symbols in legend 为散点图图例条目创建的标记的垂直偏移量
frameon	If True, draw the legend on a patch (frame). 控制是否应在图例周围绘制框架
fancybox	If True, draw the frame with a round fancybox. 控制是否应在构成图例背景的FancyBboxPatch周围启用圆边
shadow	If True, draw a shadow behind legend. 控制是否在图例后面画一个阴影
framealpha	Transparency of the frame. 控制图例框架的 Alpha 透明度
edgecolor	Frame edgecolor.
facecolor	Frame facecolor.
ncol	number of columns 设置图例分为n列展示
borderpad	the fractional whitespace inside the legend border 图例边框的内边距
labelspacing	the vertical space between the legend entries 图例条目之间的垂直间距
handlelength	the length of the legend handles 图例句柄的长度
handleheight	the height of the legend handles 图例句柄的高度
handletextpad	the pad between the legend handle and text 图例句柄和文本之间的间距
borderaxespad	the pad between the axes and legend border 轴与图例边框之间的距离
columnspacing	the spacing between columns 列间距
title	the legend title
bbox_to_anchor	the bbox that the legend will be anchored.指定图例在轴的位置
bbox_transform	the transform for the bbox. transAxes if None.

(1)设置图例位置

使用loc参数

plt.legend(loc='lower left')

0: ‘best'

1: ‘upper right'

2: ‘upper left'

3: ‘lower left'

4: ‘lower right'

5: ‘right'

6: ‘center left'

7: ‘center right'

8: ‘lower center'

9: ‘upper center'

10: ‘center'

(2)设置图例字体

#设置字体大小

fontsize : int or float or {‘xx-small’, ‘x-small’, ‘small’, ‘medium’, ‘large’, ‘x-large’, ‘xx-large’}

(3)设置图例边框及背景

plt.legend(loc='best',frameon=False) #去掉图例边框

plt.legend(loc='best',edgecolor='blue') #设置图例边框颜色

plt.legend(loc='best',facecolor='blue') #设置图例背景颜色,若无边框,参数无效

(4)设置图例标题

plt.legend(loc='best',title='figure 1 legend') #去掉图例边框

2.legend面向对象命令

(1)获取并设置legend图例
plt.legend(loc=0, numpoints=1)
leg = plt.gca().get_legend() #或leg=ax.get_legend()
ltext = leg.get_texts()
plt.setp(ltext, fontsize=12,fontweight='bold')

(2)设置图例
legend = ax.legend((rectsTest1, rectsTest2, rectsTest3), ('test1', 'test2', 'test3'))
legend = ax.legend(loc='upper center', shadow=True, fontsize='x-large')
legend.get_frame().set_facecolor('red') #设置图例legend背景为红色
frame = legend.get_frame()
frame.set_alpha(1)
frame.set_facecolor('none') #设置图例legend背景透明

(3)移除图例
ax1.legend_.remove() ##移除子图ax1中的图例
ax2.legend_.remove() ##移除子图ax2中的图例
ax3.legend_.remove() ##移除子图ax3中的图例

3.案例：设置图例legend到图形边界外


  
  
    
    
     
     
    
    
    
    
     
     
      
      #主要是bbox_to_anchor的使用
     
     
    
    

    
    
     
     
    
    
    
    
     
     
      
      box = ax1.get_position()
     
     
    
    

    
    
     
     
    
    
    
    
     
     
      
      ax1.set_position([box.x0, box.y0, box.width , box.height* 0.8])
     
     
    
    

    
    
     
     
    
    
    
    
     
     
      
      ax1.legend(loc='center', bbox_to_anchor=(0.5, 1.2),ncol=3)
     
     
    
    
  
  
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4.案例：显示多图例legend


   
   
     
     
      
      
     
     
     
     
      
      
       
       import matplotlib.pyplot as plt
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       import numpy as np
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       x = np.random.uniform(-1, 1, 4)
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       y = np.random.uniform(-1, 1, 4)
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       p1, = plt.plot([1,2,3])
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       p2, = plt.plot([3,2,1])
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       l1 = plt.legend([p2, p1], ["line 2", "line 1"], loc='upper left')
      
      
     
     

     
     
      
      
     
     
     
     
      
       
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       p3 = plt.scatter(x[0:2], y[0:2], marker = 'D', color='r')
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       p4 = plt.scatter(x[2:], y[2:], marker = 'D', color='g')
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       # This removes l1 from the axes.
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       plt.legend([p3, p4], ['label', 'label1'], loc='lower right', scatterpoints=1)
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       # Add l1 as a separate artist to the axes
      
      
     
     

     
     
      
      
     
     
     
     
      
      
       
       plt.gca().add_artist(l1)
      
      
     
     
   
   
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     import matplotlib.pyplot as plt
    
    
   
   

   
   
    
    
   
   
   
   
    
    
     
     line1, = plt.plot([1,2,3], label="Line 1", linestyle='--')
    
    
   
   

   
   
    
    
   
   
   
   
    
    
     
     line2, = plt.plot([3,2,1], label="Line 2", linewidth=4)
    
    
   
   

   
   
    
    
   
   
   
   
    
    
     
     # 为第一个线条创建图例
    
    
   
   

   
   
    
    
   
   
   
   
    
    
     
     first_legend = plt.legend(handles=[line1], loc=1)
    
    
   
   

   
   
    
    
   
   
   
   
    
    
     
     # 手动将图例添加到当前轴域
    
    
   
   

   
   
    
    
   
   
   
   
    
    
     
     ax = plt.gca().add_artist(first_legend)
    
    
   
   

   
   
    
    
   
   
   
   
    
    
     
     # 为第二个线条创建另一个图例
    
    
   
   

   
   
    
    
   
   
   
   
    
    
     
     plt.legend(handles=[line2], loc=4)
    
    
   
   

   
   
    
    
   
   
   
   
    
    
     
     plt.show()
    
    
   
   
 
 
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