使用matplotlib绘制移动窗口中的值范围

import matplotlib.pyplot as plt
import numpy as np

data = np.random.randint(0, 100, size=100)  # 生成100个随机整数作为示例数据
window_size = 10  # 移动窗口的大小

ranges = []
for i in range(len(data) - window_size + 1):
    window = data[i:i+window_size]
    value_range = np.max(window) - np.min(window)
    ranges.append(value_range)

plt.plot(ranges)
plt.xlabel('Window Index')
plt.ylabel('Value Range')
plt.title('Value Range in Moving Window')
plt.show()