python如何下载金融数据

用python下载金融数据，现在我用的有yfinance; Tushare; akshare; Investpy。

但是可以下载到数据的有 Tushare; akshare。Tushare下载一些数据需要积分。

• 欢迎各位同学注册：https://tushare.pro/register?reg=371124

Baostock

• http://baostock.com/baostock/index.php/首页

yfinance

• Yahoo : https://finance.yahoo.com/
  • https://finance.yahoo.com/quote/^FTSE/options?p=^FTSE
  • yfinance - 学习文档：https://github.com/ranaroussi/yfinance

import yfinance as yf

aapl= yf.Ticker("aapl")
aapl_historical = aapl.history(start="2020-06-02", end="2020-06-07", interval="1m")

Tushare

• 数据接口： https://tushare.pro/document/2
  • Pro Token：https://blog.csdn.net/weixin_43055882/article/details/86429679
  • Tushare - Code: https://blog.csdn.net/yamamama/article/details/105201151

import tushare as ts

token = 'Your Token'
ts.set_token(token)
pro = ts.pro_api()
df = pro.index_basic(market='SW') # 查询信息

SZ_180 = pro.index_daily(ts_code='000010.SH', start_date='20180701', end_date='20190718') # 上证180
HuShen_300 = pro.index_daily(ts_code='000300.SH', start_date='20180701', end_date='20190718') # 沪深300

akshare

• akshare - 文档：https://www.akshare.xyz/

import akshare as ak
stock_zh_a_daily_qfq_df = ak.stock_zh_a_daily(symbol="sh000001", start_date="20201103", end_date="20201116", adjust="qfq")

Investpy

investing.com可以手动下载一些数据，或者进行爬虫。

• Investpy 文档：https://investpy.readthedocs.io/
  • https://cn.investing.com/indices/hong-kong-indices?&majorIndices=on&otherIndices=on

import investpy
df = investpy.get_stock_historical_data(stock='AAPL',
                                        country='United States',
                                        from_date='01/01/2010',
                                        to_date='01/01/2020')

JointQuant

• API 文档：https://www.joinquant.com/help/api/help#name:api
• 金融数据分析| JoinQuant 量化策略: https://www.cnblogs.com/shengyang17/p/12764808.html