使用python在特定的百分位范围内绘图

import numpy as np
import matplotlib.pyplot as plt

# 生成一组随机数据
data = np.random.normal(0, 1, 1000)

# 计算特定百分位范围内的数据
lower_percentile = np.percentile(data, 25)
upper_percentile = np.percentile(data, 75)
filtered_data = [x for x in data if lower_percentile <= x <= upper_percentile]

# 绘制直方图
plt.hist(filtered_data, bins=30, alpha=0.5, color='blue')

# 添加标题和标签
plt.title('Data Distribution within Percentile Range')
plt.xlabel('Value')
plt.ylabel('Frequency')

# 显示图形
plt.show()