Pandas中具有多个IF条件的For循环

import pandas as pd

# 创建一个包含多个IF条件的函数
def multiple_if_conditions(row):
    if row['column1'] > 10 and row['column2'] < 5:
        return 'Condition 1'
    elif row['column1'] < 5 and row['column2'] > 10:
        return 'Condition 2'
    else:
        return 'Other'

# 创建一个包含数据的DataFrame
data = {'column1': [15, 3, 8, 12],
        'column2': [2, 11, 6, 9]}
df = pd.DataFrame(data)

# 使用apply函数应用多个IF条件的函数
df['result'] = df.apply(lambda row: multiple_if_conditions(row), axis=1)

# 打印结果
print(df)

   column1  column2        result
0       15        2  Condition 1
1        3       11  Condition 2
2        8        6        Other
3       12        9        Other