Player ability map (including specific analysis process)

It should be noted that since the value of the scatter plot is randomly generated, the value generated during each plot is different.

Draw four blank subgraphs

// An highlighted block
import numpy as np
import matplotlib.pyplot as plt
from matplotlib.font_manager import FontProperties

plt.style.use('ggplot')#绘图风格
font=FontProperties(fname=r'c:\windows\fonts\simsun.ttc',size=12) #字体与电脑匹配后正确识别

#设置6种标签
ability_size=6
ability_label=[u'进攻',u'防守',u'盘带',u'速度',u'体力',u'射术']

#绘制四张子图
ax1=plt.subplot(221,projection='polar')
ax2=plt.subplot(222,projection='polar')
ax3=plt.subplot(223,projection='polar')
ax4=plt.subplot(224,projection='polar')

plt.show()

Draw hexagons and fill color

// An highlighted block
#四个球员的数值变量  标签，最小值和最大值的范围
player={
    
    
    'M':np.random.randint(size=ability_size,low=60,high=100),
    'H':np.random.randint(size=ability_size,low=60,high=100),
    'P':np.random.randint(size=ability_size,low=60,high=100),
    'Q':np.random.randint(size=ability_size,low=60,high=100)}

#极坐标角度划分为六份
theta=np.linspace(0,2*np.pi,6,endpoint=False)
theta=np.append(theta,theta[0])
#球员特性绘制
player['M']=np.append(player['M'],player['M'][0])
#绘制六边形
ax1.plot(theta,player['M'],'r')
# #图形颜色填充
ax1.fill(theta,player['M'],'r',alpha=0.3)


plt.show()

Design hexagonal labels and six-cornered labels

// An highlighted block
#六边形的角的标签
ax1.set_xticks(theta)
ax1.set_xticklabels(ability_label,y=0.05,fontproperties=font)
#y设置图形的标签
ax1.set_title(u'梅西',fontproperties=font,y=1.01,color='r',size=15)


plt.show()

Overall drawing

The algorithms for drawing the four graphics are similar, and the drawing methods for the remaining three are as follows:

// An highlighted block
player['H']=np.append(player['H'],player['H'][0])
ax2.plot(theta,player['H'],'g')
ax2.fill(theta,player['H'],'g',alpha=0.3)
ax2.set_xticks(theta)
ax2.set_xticklabels(ability_label,y=0.05,fontproperties=font)
ax2.set_title(u'哈维',fontproperties=font,y=1.01,color='g',size=15)

player['P']=np.append(player['P'],player['P'][0])
ax3.plot(theta,player['P'],'b')
ax3.fill(theta,player['P'],'b',alpha=0.3)
ax3.set_xticks(theta)
ax3.set_xticklabels(ability_label,y=0.05,fontproperties=font)
ax3.set_title(u'皮克',fontproperties=font,y=1.01,color='b',size=15)

player['Q']=np.append(player['Q'],player['Q'][0])
ax4.plot(theta,player['Q'],'y')
ax4.fill(theta,player['Q'],'y',alpha=0.3)
ax4.set_xticks(theta)
ax4.set_xticklabels(ability_label,y=0.05,fontproperties=font)
ax4.set_title(u'切赫',fontproperties=font,y=1.01,color='y',size=15)

plt.show()

General procedure

// An highlighted block
'''球员能力图'''
import numpy as np
import matplotlib.pyplot as plt
from matplotlib.font_manager import FontProperties

plt.style.use('ggplot')#绘图风格
font=FontProperties(fname=r'c:\windows\fonts\simsun.ttc',size=12) #字体与电脑匹配后正确识别

#设置6种标签
ability_size=6
ability_label=[u'进攻',u'防守',u'盘带',u'速度',u'体力',u'射术']

#绘制四张子图
ax1=plt.subplot(221,projection='polar')
ax2=plt.subplot(222,projection='polar')
ax3=plt.subplot(223,projection='polar')
ax4=plt.subplot(224,projection='polar')

#四个球员的数值变量  标签，最小值和最大值的范围
player={
    
    
    'M':np.random.randint(size=ability_size,low=60,high=100),
    'H':np.random.randint(size=ability_size,low=60,high=100),
    'P':np.random.randint(size=ability_size,low=60,high=100),
    'Q':np.random.randint(size=ability_size,low=60,high=100)}

#极坐标角度划分为六份
theta=np.linspace(0,2*np.pi,6,endpoint=False)
theta=np.append(theta,theta[0])

#球员特性绘制
player['M']=np.append(player['M'],player['M'][0])
#绘制六边形
ax1.plot(theta,player['M'],'r')
# #图形颜色填充
ax1.fill(theta,player['M'],'r',alpha=0.3)
#六边形的角的标签
ax1.set_xticks(theta)
ax1.set_xticklabels(ability_label,y=0.05,fontproperties=font)
#y设置图形的标签
ax1.set_title(u'梅西',fontproperties=font,y=1.01,color='r',size=15)

player['H']=np.append(player['H'],player['H'][0])
ax2.plot(theta,player['H'],'g')
ax2.fill(theta,player['H'],'g',alpha=0.3)
ax2.set_xticks(theta)
ax2.set_xticklabels(ability_label,y=0.05,fontproperties=font)
ax2.set_title(u'哈维',fontproperties=font,y=1.01,color='g',size=15)

player['P']=np.append(player['P'],player['P'][0])
ax3.plot(theta,player['P'],'b')
ax3.fill(theta,player['P'],'b',alpha=0.3)
ax3.set_xticks(theta)
ax3.set_xticklabels(ability_label,y=0.05,fontproperties=font)
ax3.set_title(u'皮克',fontproperties=font,y=1.01,color='b',size=15)

player['Q']=np.append(player['Q'],player['Q'][0])
ax4.plot(theta,player['Q'],'y')
ax4.fill(theta,player['Q'],'y',alpha=0.3)
ax4.set_xticks(theta)
ax4.set_xticklabels(ability_label,y=0.05,fontproperties=font)
ax4.set_title(u'切赫',fontproperties=font,y=1.01,color='y',size=15)

plt.show()