您是否可以使用yahoo finance api与pandas一起提取当前或过去的股息数据？

import pandas as pd
import requests

def get_dividends(symbol, start_date, end_date):
    url = f"https://query1.finance.yahoo.com/v8/finance/chart/{symbol}?period1={start_date}&period2={end_date}&interval=1d&events=div"
    response = requests.get(url)
    data = response.json()
    
    dividends = []
    for event in data['chart']['result'][0]['events']['div']:
        dividends.append({
            'date': pd.to_datetime(event['date']),
            'amount': event['amount']
        })
    
    return pd.DataFrame(dividends)

# 使用示例
symbol = 'AAPL'  # 苹果公司的股票代码
start_date = int(pd.Timestamp('2020-01-01').timestamp())
end_date = int(pd.Timestamp('2023-01-01').timestamp())

dividends_df = get_dividends(symbol, start_date, end_date)
print(dividends_df)