Skip to content

What's New

2020-05-06

2020-05-01

2020-04-24

2020-04-15

2019-10-23

  • 新增 TotalMarginPurchaseShortSale 當天總體融資融券買賣
  • 新增 TaiwanStockNews 台股相關新聞

2019-10-10

  • 新增 TaiwanFutures 台股期貨交易明細
  • 新增 TaiwanOption 台股選擇權交易明細

FinMind 1.0.80 (2019-07-15)

  • 重大更新，過去是直接連 DataBase，目前改走 api 方式，未來舊版 package 將會失效，無法直接連 DataBase。請更新到最新版本，或是直接走 api。

FinMind 1.0.70 (2019-06-23)

  • add api

  • add function Mind.MoveAverage,
    e.g : 

    Mind.MoveAverage(_2330.StockPrice,days = 5,variable = 'close')

  • add function Mind.RSV,
    e.g : 

    Mind.RSV(_2330.StockPrice,days = 5)

  • add function Mind.BIAS,
    e.g : 

    Mind.BIAS(_2330.StockPrice,days = 5)

FinMind 1.0.60 (2019-05-24)

  • New data TaiwanStockMonthRevenue
    from FinMind.Data import Load
TaiwanStockMonthRevenue = Load.FinData(
    dataset = 'TaiwanStockMonthRevenue',
    select = '2330',
    date = '2018-01-01')
    • Market index:
    • TSEC weighted index ( Taiwan weighted index ) : stock_id - ^TWII
    • SP500 : stock_id - ^GSPC
    • Dow Jones Industrial Average : stock_id - ^DJI

FinMind 1.0.57 (2019-04-28)

  • Change taiwan stock id, delete TWO and TW. ( eg. 2330.TW -> 2330 )

FinMind 1.0.54 (2019-04-13)

  • Optimize speeds of loading TaiwanStockPrice, USStockPrice
  • Add DataSource

FinMind 1.0.53 (2019-04-07)

Fix FinMind.Data.Load
  • optimize speeds of loading data , ex :
    from FinMind.Data import Load
import datetime

TaiwanStockInfo = Load.FinData(dataset = 'TaiwanStockInfo')
s = datetime.datetime.now()
TaiwanStockFinancialStatements = Load.FinData(dataset = 'FinancialStatements',select = list(TaiwanStockInfo['stock_id']),date = '2018-12-01')
t = datetime.datetime.now() - s
print(t)
0:00:01.861724

FinMind 1.0.52 (2019-04-06)

New Data
  • BalanceSheet ( Taiwan 資產負債表 )
  • TaiwanStockHoldingSharesPer ( Taiwan 股權分散表 )
  • Shareholding ( Taiwan 個股外資持股 )
  • RawMaterialFuturesPrices ( 美國原物料期貨 )

New Function

2018/8/5

  1. 央行利率 100% ( 13 Countrys, Contains G8 )
      FED Federal Reserve System 美國
  ECB European Central Bank 歐洲
  BOE Bank of England 英國
  SNB Swiss National Bank 瑞士
  RBA Reserve Bank of Australia 澳洲
  BOC Bank of Canada 加拿大
  RBNZ Reserve Bank of New Zealand 紐西蘭
  BOJ Bank of Japan 日本
  CBR The Central Bank of the Russian Federation 俄羅斯
  RBI Reserve Bank of India 印度
  PBOC People's Bank of China  中國
  BCB Banco Central do Brasil 巴西
    1. Gold Price 100%
    2. Government bond ->>> https://data.oecd.org/interest/long-term-interest-rates.htm
    3. 期貨 ->>> https://www.investing.com/commodities/energies
    4. S&P 500指數，並爬取該 500 家股票股價 ->>>

2018/7/5

  1. 國際油價 讀取範例 Load data example. (100%)
  2. 各國匯率 ( 53 Countrys, Contains G8 ) (100%)

2018/7/2 未來爬蟲順序

  1. 央行利率 from https://tradingeconomics.com/search.aspx?q=Interest%20Rate
  2. Inflation (通貨膨脹) monthly from https://tradingeconomics.com/russia/inflation-cpi
  3. Consumer Price Index (CPI) monthly from https://tradingeconomics.com/russia/consumer-price-index-cpi
  4. Output Gap monthly from https://tradingeconomics.com/russia/gdp-deflator
  5. S&P 500 from yahoo finance
  6. 黃金價格 from https://www.gold.org/data/gold-price