tzutalin / FinMind

Open Source, more 15 kinds financial data.

You can analysis financial data and no need collecting data by yourself. The dataset will auto update daily.

 pip3 install FinMind

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The full version of this documentation is at https://linsamtw.github.io/FinMindDoc/.

Load example

Taiwan Stock Price 台灣股價

from FinMind.Data import Load
data = Load.FinData(dataset = 'TaiwanStockPrice',select = ['2330.TW'],date = '2018-10-10')
print( data[:5] )

    	Open   High    Low  Close  Adj_Close    Volume        date stock_id
    0  233.5  233.5  227.0  227.5      227.5  94589657  2018-10-11     2330.TW
    1  231.0  237.0  229.0  237.0      237.0  47175769  2018-10-12     2330.TW
    2  234.0  234.0  230.5  230.5      230.5  42168280  2018-10-15     2330.TW
    3  229.5  237.0  229.0  237.0      237.0  37818077  2018-10-16     2330.TW
    4  241.5  243.0  238.0  238.5      238.5  42494858  2018-10-17     2330.TW

Taiwan Stock Financial Statements 台灣股票財報

data = Load.FinData(dataset = 'FinancialStatements',select = ['2330.TW'],date = '2017-10-10')

Taiwan Stock Stock Dividend 台灣股票歷年配息

data = Load.FinData(dataset = 'TaiwanStockStockDividend',select = ['2330.TW'],date = '2017-10-10')

Taiwan Stock Margin Purchase Short Sale 台灣股票融資融券

data = Load.FinData(dataset = 'TaiwanStockMarginPurchaseShortSale',select = ['2330.TW'],date = '2018-10-10')

Institutional Investors Buy Sell 台灣股票外資買賣

data = Load.FinData(dataset = 'InstitutionalInvestorsBuySell',select = ['2330.TW'],date = '2018-10-10')

Exchange Rate 各國匯率

data = Load.FinData(dataset = 'ExchangeRate',select = ['Japan'],date = '2018-10-10')

Interest Rate 各國央行利率

data = Load.FinData(dataset = 'InterestRate',select = ['ECB'],date = '2018-10-10')

Government bond 各國債券

data = Load.FinData(dataset = 'Governmentbond',select = ['Canada 2-Month'],date = '2018-10-10')

Gold Price 金價

data = Load.FinData(dataset = 'GoldPrice',date = '2018-10-10')    

Crude Oil Prices 油價

data = Load.FinData(dataset = 'CrudeOilPrices',select = ['Brent'],date = '2018-10-10')

other example can refer demo.

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Financial Data

More than 15 kinds financial data.

• Stock Information
  • Taiwan
  • US
  • Japan
  • UK
  • Europe
• Stock Prices
  • Taiwan
  • US
  • Japan
  • UK
  • Europe
• Financial Statements
  • Taiwan
  • US
• Crude Oil Prices
  • Brent
  • WTI
• Exchange Rate ( vs US )
  • Canda
  • China
  • Euro
  • Japan
  • Taiwan
  • UK
• Interest Rate
  • BCB : Central Bank of Brazil
  • BOC : Bank of Canada
  • BOE : Bank of England
  • BOJ : Bank of Japan
  • CBR : Central Bank of the Russian Federation
  • ECB : European Central Bank
  • FED : Federal Reserve
  • PBOC : People's Bank of China
  • RBA : Reserve Bank of Australia
  • RBI : Reserve Bank of India
  • RBNZ : Reserve Bank of New Zealand
  • SNB : Swiss National Bank
• Government bond
  • Canada : 1-Month ~ 30-Year
  • China : 1-Year ~ 30-Year
  • France : 1-Month ~ 50-Year
  • Germany : 3-Month ~ 30-Year
  • Italy : 1-Month ~ 50-Year
  • Japan : 1-Month ~ 40-Year
  • Russia : 1-Week ~ 20-Year
  • United Kingdom : 1-Month ~ 50-Year
  • United States : 1-Month ~ 30-Year
• Energy Futures Prices
  • BrentOilFutures
  • CarbonEmissionsFutures
  • CrudeOilWTIFutures
  • GasolineRBOBFutures
  • HeatingOilFutures
  • LondonGasOilFutures
  • NaturalGasFutures
• Taiwan Stock Stock Dividend
• Taiwan Stock Institutional Investors Buy and Sell
• Taiwan Stock Margin Purchase Short Sale
• Gold Price

Financial Visualize ( In development )

At least five kinds Visualize tools on every data. ( In development )
股價、交易量、金價、油價

Financial Mining ( In development )

LSTM & GRU

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email : [e-mail]