FinMind 1.0.80

你可以分析财务数据，而不必自己收集数据。数据集每天自动更新。

 pip3 install FinMind

此文档的完整版本位于https://linsamtw.github.io/FinMindDoc/。

财务可视化http://finmind.servebeer.com/（开发中）

40 data sets

芬明1.0.58（2019-05-24）

• 新数据TaiwanStockMonthRevenue

    from FinMind.Data import Load
    TaiwanStockMonthRevenue = Load.FinData(
    	dataset = 'TaiwanStockMonthRevenue',
    	select = '2330',
    	date = '2018-01-01')
  

  ---

芬明1.0.57（2019-04-28）

• 更改台湾股票编号，删除2和tw。（例如2330.tw->；2330）

HistoryUpdate

加载示例

finmind.data.load.transpose（数据）

from FinMind.Data import Load

TaiwanStockFinancialStatements = Load.FinData(dataset = 'FinancialStatements',select = '2330',date = '2018-01-01')
print( TaiwanStockFinancialStatements[:5] )
# transpose
data = Load.transpose(TaiwanStockFinancialStatements)

Balance Sheet台湾

from FinMind.Data import Load
data = Load.FinData(dataset = 'BalanceSheet',select = ['2330'],date = '2018-01-10')
# or 
from FinMind.Data.Load import BalanceSheet
data = BalanceSheet(select = ['2330'],date = '2018-01-10')

Taiwan Stock Holding SharesPer台湾

from FinMind.Data import Load
data = Load.FinData(dataset = 'TaiwanStockHoldingSharesPer',select = ['2330'],date = '2018-10-10')
# or 
from FinMind.Data.Load import TaiwanStockHoldingSharesPer
data = TaiwanStockHoldingSharesPer(select = ['2330'],date = '2018-10-10')

Taiwan Stock Shareholding台湾

from FinMind.Data import Load
data = Load.FinData(dataset = 'Shareholding',select = ['2330'],date = '2018-10-10')
# or 
from FinMind.Data.Load import Shareholding
data = Shareholding(select = ['2330'],date = '2018-10-10')

Raw Material Futures Prices

from FinMind.Data import Load
RawMaterialFuturesPrices_list = Load.FinDataList(dataset = 'RawMaterialFuturesPrices')
data = Load.FinData(dataset = 'RawMaterialFuturesPrices',select = [RawMaterialFuturesPrices_list[3]],date = '2018-10-10')

---

Taiwan Stock Info台湾{}

from FinMind.Data import Load
TaiwanStockInfo = Load.FinData(dataset = 'TaiwanStockInfo')

Taiwan Stock Price台湾

from FinMind.Data import Load
TaiwanStockInfo = Load.FinData(dataset = 'TaiwanStockInfo')
data = Load.FinData(dataset = 'TaiwanStockPrice',select = TaiwanStockInfo.loc[1000,'stock_id'],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
    1  231.0  237.0  229.0  237.0      237.0  47175769  2018-10-12     2330
    2  234.0  234.0  230.5  230.5      230.5  42168280  2018-10-15     2330
    3  229.5  237.0  229.0  237.0      237.0  37818077  2018-10-16     2330
    4  241.5  243.0  238.0  238.5      238.5  42494858  2018-10-17     2330

Taiwan Stock Financial Statements台湾

from FinMind.Data import Load
TaiwanStockInfo = Load.FinData(dataset = 'TaiwanStockInfo')
data = Load.FinData(dataset = 'FinancialStatements',select = TaiwanStockInfo.loc[1000,'stock_id'],date = '2017-10-10')

Taiwan Stock Stock Dividend台湾

from FinMind.Data import Load
TaiwanStockInfo = Load.FinData(dataset = 'TaiwanStockInfo')
data = Load.FinData(dataset = 'TaiwanStockStockDividend',select = TaiwanStockInfo.loc[1000,'stock_id'],date = '2017-10-10')

Taiwan Stock Margin Purchase Short Sale台湾

from FinMind.Data import Load
TaiwanStockInfo = Load.FinData(dataset = 'TaiwanStockInfo')
data = Load.FinData(dataset = 'TaiwanStockMarginPurchaseShortSale',select = TaiwanStockInfo.loc[1000,'stock_id'],date = '2018-10-10')

Institutional Investors Buy Sell台湾

from FinMind.Data import Load
TaiwanStockInfo = Load.FinData(dataset = 'TaiwanStockInfo')
data = Load.FinData(dataset = 'InstitutionalInvestorsBuySell',select = TaiwanStockInfo.loc[1000,'stock_id'],date = '2018-10-10')

Exchange Rate

from FinMind.Data import Load
ExchangeRate_list = Load.FinDataList(dataset = 'ExchangeRate')
data = Load.FinData(dataset = 'ExchangeRate',select = ExchangeRate_list[0],date = '2018-10-10')

Interest Rate

from FinMind.Data import Load
InterestRate_list = Load.FinDataList(dataset = 'InterestRate')
data = Load.FinData(dataset = 'InterestRate',select = InterestRate_list[0],date = '2018-10-10')

Government bond

from FinMind.Data import Load
GovernmentBonds_list = Load.FinDataList(dataset = 'GovernmentBonds')
data = Load.FinData(dataset = 'GovernmentBonds',select = GovernmentBonds_list[0],date = '2018-10-10')

Gold Price

from FinMind.Data import Load
data = Load.FinData(dataset = 'GoldPrice',date = '2018-10-10')    

Crude Oil Prices石油

from FinMind.Data import Load
CrudeOilPrices_list = Load.FinDataList(dataset = 'CrudeOilPrices')
data = Load.FinData(dataset = 'CrudeOilPrices',select = CrudeOilPrices_list[0],date = '2018-10-10')

有关其他示例，请参阅demo。

---

财务数据

DataSource

• 股票信息Taiwan，US，Japan，UK，Europe
• 股票价格Taiwan，US，Japan，UK，Europe
• 财务报表
• 原油价格
• 汇率（对美国）Canada，China，Euro，Japan，Taiwan，UK
• 利率BCB，BOC，BOE，BOJ，CBR，ECB，FED，PBOC，PBOC，RBI，RBA，RBNZ，SNB
• 政府债券Canada，China，France，Germany，Italy，Japan，Russia，United Kingdom，United States
• 能源期货价格BrentOilFutures，CarbonEmissionsFutures，CrudeOilWTIFutures，GasolineRBOBFutures，HeatingOilFutures，LondonGasOilFutures，NaturalGasFutures，
• 原材料期货价格meats，grains，energies，softs，metals
• 台湾股票股利
• 台湾股票资产负债表
• 台湾股票每
• 台股持股
• 台湾股票机构投资者买卖
• 台湾股票融资融券
• 台湾股票月收入
• 金价

财务可视化（开发中）

每种数据类型至少有五种可视化工具。（开发中）
http://finmind.servebeer.com/ 開發中国

金融采矿（开发中）

LSTM & GRU

---

电子邮件：linsam.tw.github@gmail.com

标签：

• from
• import
• data
• date
• load
• select
• dataset
• 金融

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