比较时间戳的时间部分，以查看它是否在Python中的数据框中的范围之间，并返回包含True/False的新列

import pandas as pd
from datetime import datetime

data = {'timestamp': ['2022-01-01 10:00:00', '2022-01-02 12:00:00', '2022-01-03 15:00:00']}
df = pd.DataFrame(data)

df['timestamp'] = pd.to_datetime(df['timestamp'])

start_time = datetime.strptime('2022-01-02 00:00:00', '%Y-%m-%d %H:%M:%S')
end_time = datetime.strptime('2022-01-03 23:59:59', '%Y-%m-%d %H:%M:%S')

df['is_within_range'] = df['timestamp'].apply(lambda x: start_time <= x <= end_time)

print(df)

            timestamp  is_within_range
0 2022-01-01 10:00:00           False
1 2022-01-02 12:00:00            True
2 2022-01-03 15:00:00            True