替换pandas数据框中多列的列特定范围之外的值

import pandas as pd

def replace_values(series):
    # 定义范围边界
    min_value = 10
    max_value = 20
    
    # 使用条件判断语句替换值
    return series.apply(lambda x: x if min_value <= x <= max_value else 0)

# 创建一个示例数据框
data = {'A': [5, 10, 15, 20, 25],
        'B': [8, 16, 24, 32, 40],
        'C': [12, 17, 22, 27, 32]}

df = pd.DataFrame(data)

# 替换多列的特定范围之外的值
df[['A', 'B', 'C']] = df[['A', 'B', 'C']].apply(replace_values)

print(df)

    A   B   C
0   0   0  12
1  10  16  17
2  15   0  0
3  20   0  0
4   0   0   0