如何解决“模块'pandas‘没有属性'scatter_matrix’”的错误？

pip install --upgrade pandas

import pandas as pd
from pandas.plotting import scatter_matrix

# 示例数据
data = pd.DataFrame({
    'A': [1, 2, 3, 4, 5],
    'B': [5, 4, 3, 2, 1],
    'C': [2, 3, 2, 3, 2]
})

# 使用scatter_matrix
scatter_matrix(data, alpha=0.2, figsize=(6, 6), diagonal='kde')

pip install matplotlib

import pandas as pd
from pandas.plotting import scatter_matrix
import matplotlib.pyplot as plt

# 示例数据
data = pd.DataFrame({
    'A': [1, 2, 3, 4, 5],
    'B': [5, 4, 3, 2, 1],
    'C': [2, 3, 2, 3, 2]
})

# 使用scatter_matrix
scatter_matrix(data, alpha=0.2, figsize=(6, 6), diagonal='kde')

# 显示图形
plt.show()