如何使用pandas在python中生成平滑曲线

import pandas as pd
import matplotlib.pyplot as plt
from scipy.interpolate import make_interp_spline

data = {'x': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
        'y': [5, 3, 8, 6, 4, 9, 1, 2, 7, 10]}
df = pd.DataFrame(data)

x_smooth = np.linspace(df['x'].min(), df['x'].max(), 200)
y_smooth = make_interp_spline(df['x'], df['y'])(x_smooth)

plt.plot(x_smooth, y_smooth)
plt.scatter(df['x'], df['y'])
plt.xlabel('x')
plt.ylabel('y')
plt.title('Smooth Curve')
plt.show()