Python 熊猫图-多个色条

如何使用熊猫散点图正确绘制2个色条？现在，第一个颜色栏已复制：

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可以直接使用matplotlib函数：

import numpy as np
import matplotlib.pyplot as plt
import pandas as pd   

df = pd.DataFrame(np.random.random([100,5]),columns='A B C D E'.split())

sc1 = plt.scatter(x=df['A'], y=df['B'], c=df['C'], s=50*df['D'], cmap='summer')
plt.colorbar(sc1)
sc2 = plt.scatter(x=df['A'], y=df['C'], c=df['D'], s=50*df['B'], cmap='winter')
plt.colorbar(sc2)

产生

import numpy as np
import matplotlib.pyplot as plt
import pandas as pd   

df = pd.DataFrame(np.random.random([100,5]),columns='A B C D E'.split())

sc1 = plt.scatter(x=df['A'], y=df['B'], c=df['C'], s=50*df['D'], cmap='summer')
plt.colorbar(sc1)
sc2 = plt.scatter(x=df['A'], y=df['C'], c=df['D'], s=50*df['B'], cmap='winter')
plt.colorbar(sc2)