2013-05-08 32 views
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鑑於S & P500中的股票,我怎樣才能找到每隻股票屬於哪個行業,例如,金融,能源......,使用R包還是其他來源?尋找股票所屬的行業

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你看着http://cran.r-project.org/web/views/Finance.html? – 2013-05-08 05:06:52

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您可以從維基百科獲取數據:http://en.wikipedia.org/wiki/Special:Export/List_of_S%26P_500_companies'(但您需要解析該文件)。 – 2013-05-08 06:11:09

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謝謝你們!然後我會使用wiki。這可能比試圖找到特定功能更快.. – Kun 2013-05-08 18:58:54

回答

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術語「扇區」本身就是一個模棱兩可的術語。一個數據提供者稱爲「消費者服務」的可能被另一個稱爲「餐館」。也就是說,TTR提供了一個名爲stockSymbols的函數,它返回一些信息,包括來自納斯達克的Sector,用於約6400個NMS股票。

library(TTR) 
ss <- stockSymbols() 
#Fetching AMEX symbols... 
#Fetching NASDAQ symbols... 
#Fetching NYSE symbols... 
head(ss) 
# Symbol      Name LastSale MarketCap IPOyear   Sector      Industry Exchange 
#1 AA-P    Alcoa Inc. 92.300   0  NA Capital Goods    Metal Fabrications  AMEX 
#2 AAU Almaden Minerals, Ltd. 1.620 97228060  NA Basic Industries     Precious Metals  AMEX 
#3 ACU Acme United Corporation. 12.984 40798351 1988 Capital Goods Industrial Machinery/Components  AMEX 
#4 ACY   AeroCentury Corp. 20.280 31297252  NA  Technology Diversified Commercial Services  AMEX 
#5 ADGE American DG Energy Inc. 1.720 83404061  NA   Energy  Electric Utilities: Central  AMEX 
#6 ADK Adcare Health Systems Inc 5.800 85018494  NA  Health Care  Hospital/Nursing Management  AMEX 

如果你只是想這是S &普500指數的股票,你可以欺騙和使用間諜持有(或有噸的,你可以找到在S &普500指數的增持地方,包括標準&標準普爾網站)

#install.packages("qmao", repos="http://r-forge.r-project.org") 
library(qmao) 
spyh <- getHoldings("SPY", auto.assign=FALSE) 
head(ss[ss$Symbol %in% rownames(spyh), ]) 
# Symbol       Name LastSale MarketCap IPOyear  Sector 
#455 AAPL      Apple Inc. 452.97 425179837530 1980 Technology 
#490 ADBE  Adobe Systems Incorporated 44.02 22095230291 1986 Technology 
#493 ADI   Analog Devices, Inc. 46.79 14317018779  NA Technology 
#495 ADP Automatic Data Processing, Inc. 70.03 33980125863  NA Technology 
#500 ADSK     Autodesk, Inc. 39.75 8896050000  NA Technology 
#535 AKAM  Akamai Technologies, Inc. 46.70 8333728621 1999 Miscellaneous 
#         Industry Exchange 
#455     Computer Manufacturing NASDAQ 
#490 Computer Software: Prepackaged Software NASDAQ 
#493       Semiconductors NASDAQ 
#495       EDP Services NASDAQ 
#500 Computer Software: Prepackaged Software NASDAQ 
#535      Business Services NASDAQ 
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實際上,如果您使用'getHoldings()'(當您給它「SPY」時調用'getHoldings.SPDR'),那麼您甚至不需要'stockSymbols ()'。從上面的代碼可以看出,spyh實際上對所有股票都有「Sector」的值。實際上,您可以比較'stockSymbols()'返回的Sector的值與'getHoldings.SPDR()'返回的值的含義,以瞭解我對「扇區」這個術語含糊不清的含義。 – GSee 2013-05-13 18:02:15

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謝謝你的代碼,這正是我正在尋找的。然而,我得到一個錯誤'out [[1L]]中的錯誤:'spyh < - getHoldings(「SPY」,auto.assign = FALSE)之後的下標越界'' – user1627466 2014-02-04 15:38:55

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剛剛得到我需要的sp500.components()在https://github.com/systematicinvestor/SIT/blob/master/R/data.r – user1627466 2014-02-04 16:02:12