生成带有日期的随机时间序列数据

import random
from datetime import datetime, timedelta

def generate_random_time_series(start_date, end_date, num_data):
    time_series = []
    start_datetime = datetime.strptime(start_date, "%Y-%m-%d")
    end_datetime = datetime.strptime(end_date, "%Y-%m-%d")

    for _ in range(num_data):
        random_datetime = start_datetime + timedelta(days=random.randint(0, (end_datetime - start_datetime).days))
        time_series.append(random_datetime)

    return time_series

start_date = "2022-01-01"
end_date = "2022-12-31"
num_data = 10

random_time_series = generate_random_time_series(start_date, end_date, num_data)