stockdata: Stock price of S&P 500 companies from 2003 to 2008
In huge: High-Dimensional Undirected Graph Estimation
Description
Usage
Format
Details
Source
Examples
Description
This data set consists of stock price and company information.
Usage
1
Format
The format is a list containing contains two matrices.
1. data - 1258x452, represents the 452 stocks' close prices for 1258 trading days.
2. info - 452x3:
The 1st column: the query symbol for each company.
The 2nd column: the category for each company.
The 3rd column: the full name of each company.
Details
This data set can be used to perform high-dimensional graph estimation to analyze the relationships between S&P 500 companies.
Source
It was publicly available at finance.yahoo, which is now out of date
Examples
1
2
3
Example output
Loading required package: Matrix
Loading required package: lattice
Loading required package: igraph
Attaching package: 'igraph'
The following objects are masked from 'package:stats':
decompose, spectrum
The following object is masked from 'package:base':
union
Loading required package: MASS
V1 V2
[1,] "MMM" "Industrials"
[2,] "ACE" "Financials"
[3,] "ABT" "Health Care"
[4,] "ANF" "Consumer Discretionary"
[5,] "ADBE" "Information Technology"
[6,] "AMD" "Information Technology"
[7,] "AES" "Utilities"
[8,] "AET" "Health Care"
[9,] "AFL" "Financials"
[10,] "A" "Information Technology"
[11,] "APD" "Materials"
[12,] "ARG" "Materials"
[13,] "AKS" "Materials"
[14,] "AKAM" "Information Technology"
[15,] "AA" "Materials"
[16,] "ATI" "Materials"
[17,] "AGN" "Health Care"
[18,] "ALL" "Financials"
[19,] "ALTR" "Information Technology"
[20,] "MO" "Consumer Staples"
[21,] "AMZN" "Consumer Discretionary"
[22,] "AEE" "Utilities"
[23,] "AEP" "Utilities"
[24,] "AXP" "Financials"
[25,] "AIG" "Financials"
[26,] "AMT" "Telecommunications Services"
[27,] "ABC" "Health Care"
[28,] "AMGN" "Health Care"
[29,] "APH" "Industrials"
[30,] "APC" "Energy"
[31,] "ADI" "Information Technology"
[32,] "AON" "Financials"
[33,] "APA" "Energy"
[34,] "AIV" "Financials"
[35,] "APOL" "Consumer Discretionary"
[36,] "AAPL" "Information Technology"
[37,] "AMAT" "Information Technology"
[38,] "ADM" "Consumer Staples"
[39,] "T" "Telecommunications Services"
[40,] "ADSK" "Information Technology"
[41,] "ADP" "Information Technology"
[42,] "AN" "Consumer Discretionary"
[43,] "AZO" "Consumer Discretionary"
[44,] "AVB" "Financials"
[45,] "AVY" "Industrials"
[46,] "AVP" "Consumer Staples"
[47,] "BHI" "Energy"
[48,] "BLL" "Materials"
[49,] "BAC" "Financials"
[50,] "BK" "Financials"
[51,] "BCR" "Health Care"
[52,] "BAX" "Health Care"
[53,] "BBT" "Financials"
[54,] "BDX" "Health Care"
[55,] "BBBY" "Consumer Discretionary"
[56,] "BMS" "Materials"
[57,] "BBY" "Consumer Discretionary"
[58,] "BIG" "Consumer Discretionary"
[59,] "BIIB" "Health Care"
[60,] "BLK" "Financials"
[61,] "HRB" "Consumer Discretionary"
[62,] "BMC" "Information Technology"
[63,] "BA" "Industrials"
[64,] "BXP" "Financials"
[65,] "BSX" "Health Care"
[66,] "BMY" "Health Care"
[67,] "BRCM" "Information Technology"
[68,] "CA" "Information Technology"
[69,] "CVC" "Consumer Discretionary"
[70,] "COG" "Energy"
[71,] "CAM" "Energy"
[72,] "CPB" "Consumer Staples"
[73,] "COF" "Financials"
[74,] "CAH" "Health Care"
[75,] "KMX" "Consumer Discretionary"
[76,] "CCL" "Consumer Discretionary"
[77,] "CAT" "Industrials"
[78,] "CELG" "Health Care"
[79,] "CNP" "Utilities"
[80,] "CTL" "Telecommunications Services"
[81,] "CEPH" "Health Care"
[82,] "CERN" "Health Care"
[83,] "SCHW" "Financials"
[84,] "CHK" "Energy"
[85,] "CVX" "Energy"
[86,] "CB" "Financials"
[87,] "CI" "Health Care"
[88,] "CINF" "Financials"
[89,] "CTAS" "Industrials"
[90,] "CSCO" "Information Technology"
[91,] "C" "Financials"
[92,] "CTXS" "Information Technology"
[93,] "CLF" "Materials"
[94,] "CLX" "Consumer Staples"
[95,] "CME" "Financials"
[96,] "CMS" "Utilities"
[97,] "COH" "Consumer Discretionary"
[98,] "KO" "Consumer Staples"
[99,] "CCE" "Consumer Staples"
[100,] "CTSH" "Information Technology"
[101,] "CL" "Consumer Staples"
[102,] "CMCSA" "Consumer Discretionary"
[103,] "CMA" "Financials"
[104,] "CSC" "Information Technology"
[105,] "CPWR" "Information Technology"
[106,] "COP" "Energy"
[107,] "CNX" "Energy"
[108,] "ED" "Utilities"
[109,] "STZ" "Consumer Staples"
[110,] "CEG" "Utilities"
[111,] "GLW" "Industrials"
[112,] "COST" "Consumer Staples"
[113,] "CVH" "Health Care"
[114,] "CSX" "Industrials"
[115,] "CMI" "Industrials"
[116,] "CVS" "Consumer Staples"
[117,] "DHI" "Consumer Discretionary"
[118,] "DHR" "Industrials"
[119,] "DRI" "Consumer Discretionary"
[120,] "DVA" "Health Care"
[121,] "DF" "Consumer Staples"
[122,] "DE" "Industrials"
[123,] "DELL" "Information Technology"
[124,] "DNR" "Energy"
[125,] "XRAY" "Health Care"
[126,] "DVN" "Energy"
[127,] "DV" "Consumer Discretionary"
[128,] "DO" "Energy"
[129,] "D" "Utilities"
[130,] "RRD" "Industrials"
[131,] "DOV" "Industrials"
[132,] "DOW" "Materials"
[133,] "DTE" "Utilities"
[134,] "DD" "Materials"
[135,] "DUK" "Utilities"
[136,] "DNB" "Industrials"
[137,] "ETFC" "Financials"
[138,] "EMN" "Materials"
[139,] "EBAY" "Information Technology"
[140,] "ECL" "Materials"
[141,] "EIX" "Utilities"
[142,] "EW" "Health Care"
[143,] "EP" "Energy"
[144,] "ERTS" "Information Technology"
[145,] "EMC" "Information Technology"
[146,] "EMR" "Industrials"
[147,] "ETR" "Utilities"
[148,] "EOG" "Energy"
[149,] "EQT" "Utilities"
[150,] "EFX" "Financials"
[151,] "EQR" "Financials"
[152,] "EL" "Consumer Staples"
[153,] "EXC" "Utilities"
[154,] "EXPD" "Industrials"
[155,] "ESRX" "Health Care"
[156,] "XOM" "Energy"
[157,] "FFIV" "Information Technology"
[158,] "FDO" "Consumer Discretionary"
[159,] "FAST" "Industrials"
[160,] "FII" "Financials"
[161,] "FDX" "Industrials"
[162,] "FIS" "Information Technology"
[163,] "FITB" "Financials"
[164,] "FHN" "Financials"
[165,] "FE" "Utilities"
[166,] "FISV" "Information Technology"
[167,] "FLIR" "Information Technology"
[168,] "FLS" "Industrials"
[169,] "FLR" "Industrials"
[170,] "FMC" "Materials"
[171,] "FTI" "Energy"
[172,] "F" "Consumer Discretionary"
[173,] "FRX" "Health Care"
[174,] "FO" "Consumer Discretionary"
[175,] "BEN" "Financials"
[176,] "FCX" "Materials"
[177,] "FTR" "Telecommunications Services"
[178,] "GME" "Consumer Discretionary"
[179,] "GCI" "Consumer Discretionary"
[180,] "GPS" "Consumer Discretionary"
[181,] "GD" "Industrials"
[182,] "GE" "Industrials"
[183,] "GIS" "Consumer Staples"
[184,] "GPC" "Consumer Discretionary"
[185,] "GILD" "Health Care"
[186,] "GS" "Financials"
[187,] "GR" "Industrials"
[188,] "GT" "Consumer Discretionary"
[189,] "GWW" "Industrials"
[190,] "HAL" "Energy"
[191,] "HOG" "Consumer Discretionary"
[192,] "HAR" "Consumer Discretionary"
[193,] "HRS" "Information Technology"
[194,] "HIG" "Financials"
[195,] "HAS" "Consumer Discretionary"
[196,] "HCP" "Financials"
[197,] "HCN" "Financials"
[198,] "HNZ" "Consumer Staples"
[199,] "HP" "Energy"
[200,] "HES" "Energy"
[201,] "HPQ" "Information Technology"
[202,] "HD" "Consumer Discretionary"
[203,] "HON" "Industrials"
[204,] "HRL" "Consumer Staples"
[205,] "HST" "Financials"
[206,] "HCBK" "Financials"
[207,] "HUM" "Health Care"
[208,] "HBAN" "Financials"
[209,] "ITW" "Industrials"
[210,] "TEG" "Utilities"
[211,] "INTC" "Information Technology"
[212,] "IBM" "Information Technology"
[213,] "IFF" "Materials"
[214,] "IGT" "Consumer Discretionary"
[215,] "IP" "Materials"
[216,] "IPG" "Consumer Discretionary"
[217,] "INTU" "Information Technology"
[218,] "ISRG" "Health Care"
[219,] "IVZ" "Financials"
[220,] "IRM" "Industrials"
[221,] "ITT" "Industrials"
[222,] "JBL" "Information Technology"
[223,] "JEC" "Industrials"
[224,] "JNS" "Financials"
[225,] "JDSU" "Information Technology"
[226,] "JNJ" "Health Care"
[227,] "JCI" "Consumer Discretionary"
[228,] "JOYG" "Industrials"
[229,] "JPM" "Financials"
[230,] "JNPR" "Information Technology"
[231,] "K" "Consumer Staples"
[232,] "KEY" "Financials"
[233,] "KMB" "Consumer Staples"
[234,] "KIM" "Financials"
[235,] "KLAC" "Information Technology"
[236,] "KSS" "Consumer Discretionary"
[237,] "KFT" "Consumer Staples"
[238,] "KR" "Consumer Staples"
[239,] "LLL" "Industrials"
[240,] "LH" "Health Care"
[241,] "LM" "Financials"
[242,] "LEG" "Consumer Discretionary"
[243,] "LEN" "Consumer Discretionary"
[244,] "LUK" "Financials"
[245,] "LXK" "Information Technology"
[246,] "LIFE" "Health Care"
[247,] "LLY" "Health Care"
[248,] "LTD" "Consumer Discretionary"
[249,] "LNC" "Financials"
[250,] "LLTC" "Information Technology"
[251,] "LMT" "Industrials"
[252,] "L" "Financials"
[253,] "LOW" "Consumer Discretionary"
[254,] "LSI" "Information Technology"
[255,] "MTB" "Financials"
[256,] "M" "Consumer Discretionary"
[257,] "MRO" "Energy"
[258,] "MAR" "Consumer Discretionary"
[259,] "MMC" "Financials"
[260,] "MI" "Financials"
[261,] "MAS" "Industrials"
[262,] "MAT" "Consumer Discretionary"
[263,] "MKC" "Consumer Staples"
[264,] "MCD" "Consumer Discretionary"
[265,] "MHP" "Consumer Discretionary"
[266,] "MCK" "Health Care"
[267,] "MWV" "Materials"
[268,] "MDT" "Health Care"
[269,] "WFR" "Information Technology"
[270,] "MRK" "Health Care"
[271,] "MET" "Financials"
[272,] "MCHP" "Information Technology"
[273,] "MU" "Information Technology"
[274,] "MSFT" "Information Technology"
[275,] "MOLX" "Information Technology"
[276,] "TAP" "Consumer Staples"
[277,] "MON" "Materials"
[278,] "MWW" "Industrials"
[279,] "MCO" "Financials"
[280,] "MS" "Financials"
[281,] "MSI" "Information Technology"
[282,] "MUR" "Energy"
[283,] "MYL" "Health Care"
[284,] "NBR" "Energy"
[285,] "NDAQ" "Financials"
[286,] "NOV" "Energy"
[287,] "NSM" "Information Technology"
[288,] "NTAP" "Information Technology"
[289,] "NFLX" "Information Technology"
[290,] "NWL" "Consumer Discretionary"
[291,] "NFX" "Energy"
[292,] "NEM" "Materials"
[293,] "NWSA" "Consumer Discretionary"
[294,] "NEE" "Utilities"
[295,] "GAS" "Utilities"
[296,] "NKE" "Consumer Discretionary"
[297,] "NI" "Utilities"
[298,] "NE" "Energy"
[299,] "NBL" "Energy"
[300,] "JWN" "Consumer Discretionary"
[301,] "NSC" "Industrials"
[302,] "NTRS" "Financials"
[303,] "NOC" "Industrials"
[304,] "NU" "Utilities"
[305,] "NVLS" "Information Technology"
[306,] "NUE" "Materials"
[307,] "NVDA" "Information Technology"
[308,] "ORLY" "Consumer Discretionary"
[309,] "OXY" "Energy"
[310,] "OMC" "Consumer Discretionary"
[311,] "OKE" "Utilities"
[312,] "ORCL" "Information Technology"
[313,] "OI" "Materials"
[314,] "PCAR" "Industrials"
[315,] "IR" "Industrials"
[316,] "PLL" "Industrials"
[317,] "PH" "Industrials"
[318,] "PDCO" "Health Care"
[319,] "PAYX" "Information Technology"
[320,] "BTU" "Energy"
[321,] "JCP" "Consumer Discretionary"
[322,] "PBCT" "Financials"
[323,] "POM" "Utilities"
[324,] "PEP" "Consumer Staples"
[325,] "PKI" "Health Care"
[326,] "PFE" "Health Care"
[327,] "PCG" "Utilities"
[328,] "PNW" "Utilities"
[329,] "PXD" "Energy"
[330,] "PBI" "Industrials"
[331,] "PCL" "Financials"
[332,] "PNC" "Financials"
[333,] "RL" "Consumer Discretionary"
[334,] "PPG" "Materials"
[335,] "PPL" "Utilities"
[336,] "PX" "Materials"
[337,] "PCP" "Industrials"
[338,] "PCLN" "Industrials"
[339,] "PFG" "Financials"
[340,] "PG" "Consumer Staples"
[341,] "PGN" "Utilities"
[342,] "PGR" "Financials"
[343,] "PLD" "Financials"
[344,] "PRU" "Financials"
[345,] "PSA" "Financials"
[346,] "PHM" "Consumer Discretionary"
[347,] "PWR" "Industrials"
[348,] "QCOM" "Information Technology"
[349,] "DGX" "Health Care"
[350,] "RSH" "Consumer Discretionary"
[351,] "RRC" "Energy"
[352,] "RTN" "Industrials"
[353,] "RHT" "Information Technology"
[354,] "RF" "Financials"
[355,] "RSG" "Industrials"
[356,] "RAI" "Consumer Staples"
[357,] "RHI" "Industrials"
[358,] "ROK" "Industrials"
[359,] "COL" "Industrials"
[360,] "ROP" "Industrials"
[361,] "ROST" "Consumer Discretionary"
[362,] "RDC" "Energy"
[363,] "R" "Industrials"
[364,] "SWY" "Consumer Staples"
[365,] "SNDK" "Information Technology"
[366,] "SLE" "Consumer Staples"
[367,] "SCG" "Utilities"
[368,] "SLB" "Energy"
[369,] "SEE" "Materials"
[370,] "SRE" "Utilities"
[371,] "SHW" "Consumer Discretionary"
[372,] "SIAL" "Materials"
[373,] "SPG" "Financials"
[374,] "SLM" "Financials"
[375,] "SJM" "Consumer Staples"
[376,] "SNA" "Consumer Discretionary"
[377,] "SO" "Utilities"
[378,] "LUV" "Industrials"
[379,] "SWN" "Energy"
[380,] "S" "Telecommunications Services"
[381,] "STJ" "Health Care"
[382,] "SWK" "Consumer Discretionary"
[383,] "SPLS" "Consumer Discretionary"
[384,] "SBUX" "Consumer Discretionary"
[385,] "HOT" "Consumer Discretionary"
[386,] "STT" "Financials"
[387,] "SRCL" "Industrials"
[388,] "SYK" "Health Care"
[389,] "SUN" "Energy"
[390,] "STI" "Financials"
[391,] "SVU" "Consumer Staples"
[392,] "SYMC" "Information Technology"
[393,] "SYY" "Consumer Staples"
[394,] "TROW" "Financials"
[395,] "TGT" "Consumer Discretionary"
[396,] "TE" "Utilities"
[397,] "TLAB" "Information Technology"
[398,] "THC" "Health Care"
[399,] "TER" "Information Technology"
[400,] "TSO" "Energy"
[401,] "TXN" "Information Technology"
[402,] "TXT" "Industrials"
[403,] "HSY" "Consumer Staples"
[404,] "TRV" "Financials"
[405,] "TMO" "Health Care"
[406,] "TIF" "Consumer Discretionary"
[407,] "TWX" "Consumer Discretionary"
[408,] "TIE" "Materials"
[409,] "TJX" "Consumer Discretionary"
[410,] "TMK" "Financials"
[411,] "TSS" "Information Technology"
[412,] "TSN" "Consumer Staples"
[413,] "TYC" "Industrials"
[414,] "USB" "Financials"
[415,] "UNP" "Industrials"
[416,] "UNH" "Health Care"
[417,] "UPS" "Industrials"
[418,] "X" "Materials"
[419,] "UTX" "Industrials"
[420,] "UNM" "Financials"
[421,] "URBN" "Consumer Discretionary"
[422,] "VFC" "Consumer Discretionary"
[423,] "VLO" "Energy"
[424,] "VAR" "Health Care"
[425,] "VTR" "Financials"
[426,] "VRSN" "Information Technology"
[427,] "VZ" "Telecommunications Services"
[428,] "VNO" "Financials"
[429,] "VMC" "Materials"
[430,] "WMT" "Consumer Staples"
[431,] "WAG" "Consumer Staples"
[432,] "DIS" "Consumer Discretionary"
[433,] "WPO" "Consumer Discretionary"
[434,] "WM" "Industrials"
[435,] "WAT" "Health Care"
[436,] "WPI" "Health Care"
[437,] "WFC" "Financials"
[438,] "WDC" "Information Technology"
[439,] "WY" "Materials"
[440,] "WHR" "Consumer Discretionary"
[441,] "WFM" "Consumer Staples"
[442,] "WMB" "Energy"
[443,] "WEC" "Utilities"
[444,] "WYNN" "Consumer Discretionary"
[445,] "XEL" "Utilities"
[446,] "XRX" "Information Technology"
[447,] "XLNX" "Information Technology"
[448,] "XL" "Financials"
[449,] "YHOO" "Information Technology"
[450,] "YUM" "Consumer Discretionary"
[451,] "ZMH" "Health Care"
[452,] "ZION" "Financials"
V3
[1,] "3M Co"
[2,] "ACE Limited"
[3,] "Abbott Laboratories"
[4,] "Abercrombie & Fitch Company A"
[5,] "Adobe Systems Inc"
[6,] "Advanced Micro Devices"
[7,] "AES Corp"
[8,] "Aetna Inc"
[9,] "AFLAC Inc"
[10,] "Agilent Technologies Inc"
[11,] "Air Products & Chemicals Inc"
[12,] "Airgas Inc"
[13,] "AK Steel Hldg Corp"
[14,] "Akamai Technologies Inc"
[15,] "Alcoa Inc"
[16,] "Allegheny Technologies Inc"
[17,] "Allergan Inc"
[18,] "Allstate Corp"
[19,] "Altera Corp"
[20,] "Altria Group Inc"
[21,] "Amazon.com Inc"
[22,] "Ameren Corp"
[23,] "American Electric Power"
[24,] "American Express Co"
[25,] "American Intl Group Inc"
[26,] "American Tower Corp A"
[27,] "AmerisourceBergen Corp"
[28,] "Amgen Inc"
[29,] "Amphenol Corp A"
[30,] "Anadarko Petroleum Corp"
[31,] "Analog Devices Inc"
[32,] "Aon Corporation"
[33,] "Apache Corporation"
[34,] "Apartment Investment & Mgmt"
[35,] "Apollo Group Inc"
[36,] "Apple Inc."
[37,] "Applied Materials Inc"
[38,] "Archer-Daniels-Midland Co"
[39,] "AT&T Inc"
[40,] "Autodesk Inc"
[41,] "Automatic Data Processing"
[42,] "AutoNation Inc"
[43,] "AutoZone Inc"
[44,] "AvalonBay Communities Inc"
[45,] "Avery Dennison Corp"
[46,] "Avon Products"
[47,] "Baker Hughes Inc"
[48,] "Ball Corp"
[49,] "Bank of America Corp"
[50,] "The Bank of New York Mellon Corp."
[51,] "Bard (C.R.) Inc."
[52,] "Baxter International Inc."
[53,] "BB&T Corporation"
[54,] "Becton Dickinson"
[55,] "Bed Bath & Beyond"
[56,] "Bemis Company"
[57,] "Best Buy Co. Inc."
[58,] "Big Lots Inc."
[59,] "BIOGEN IDEC Inc."
[60,] "Blackrock"
[61,] "Block H&R"
[62,] "BMC Software"
[63,] "Boeing Company"
[64,] "Boston Properties"
[65,] "Boston Scientific"
[66,] "Bristol-Myers Squibb"
[67,] "Broadcom Corporation"
[68,] "CA, Inc."
[69,] "Cablevision Systems Corp."
[70,] "Cabot Oil & Gas"
[71,] "Cameron International Corp."
[72,] "Campbell Soup"
[73,] "Capital One Financial"
[74,] "Cardinal Health Inc."
[75,] "Carmax Inc"
[76,] "Carnival Corp."
[77,] "Caterpillar Inc."
[78,] "Celgene Corp."
[79,] "CenterPoint Energy"
[80,] "CenturyTel Inc"
[81,] "Cephalon Inc"
[82,] "Cerner"
[83,] "Charles Schwab"
[84,] "Chesapeake Energy"
[85,] "Chevron Corp."
[86,] "Chubb Corp."
[87,] "CIGNA Corp."
[88,] "Cincinnati Financial"
[89,] "Cintas Corporation"
[90,] "Cisco Systems"
[91,] "Citigroup Inc."
[92,] "Citrix Systems"
[93,] "Cliffs Natural Resources"
[94,] "Clorox Co."
[95,] "CME Group Inc."
[96,] "CMS Energy"
[97,] "Coach Inc."
[98,] "Coca Cola Co."
[99,] "Coca-Cola Enterprises"
[100,] "Cognizant Technology Solutions"
[101,] "Colgate-Palmolive"
[102,] "Comcast Corp."
[103,] "Comerica Inc."
[104,] "Computer Sciences Corp."
[105,] "Compuware Corp."
[106,] "ConocoPhillips"
[107,] "CONSOL Energy Inc."
[108,] "Consolidated Edison"
[109,] "Constellation Brands"
[110,] "Constellation Energy Group"
[111,] "Corning Inc."
[112,] "Costco Co."
[113,] "Coventry Health Care Inc."
[114,] "CSX Corp."
[115,] "Cummins Inc."
[116,] "CVS Caremark Corp."
[117,] "D. R. Horton"
[118,] "Danaher Corp."
[119,] "Darden Restaurants"
[120,] "DaVita Inc."
[121,] "Dean Foods"
[122,] "Deere & Co."
[123,] "Dell Inc."
[124,] "Denbury Resources Inc."
[125,] "Dentsply International"
[126,] "Devon Energy Corp."
[127,] "DeVry, Inc."
[128,] "Diamond Offshore Drilling"
[129,] "Dominion Resources"
[130,] "Donnelley (R.R.) & Sons"
[131,] "Dover Corp."
[132,] "Dow Chemical"
[133,] "DTE Energy Co."
[134,] "Du Pont (E.I.)"
[135,] "Duke Energy"
[136,] "Dun & Bradstreet"
[137,] "E-Trade"
[138,] "Eastman Chemical"
[139,] "eBay Inc."
[140,] "Ecolab Inc."
[141,] "Edison Int'l"
[142,] "Edwards Lifesciences"
[143,] "El Paso Corp."
[144,] "Electronic Arts"
[145,] "EMC Corp."
[146,] "Emerson Electric"
[147,] "Entergy Corp."
[148,] "EOG Resources"
[149,] "EQT Corporation"
[150,] "Equifax Inc."
[151,] "Equity Residential"
[152,] "Estee Lauder Cos."
[153,] "Exelon Corp."
[154,] "Expeditors Int'l"
[155,] "Express Scripts"
[156,] "Exxon Mobil Corp."
[157,] "F5 Networks"
[158,] "Family Dollar Stores"
[159,] "Fastenal Co"
[160,] "Federated Investors Inc."
[161,] "FedEx Corporation"
[162,] "Fidelity National Information Services"
[163,] "Fifth Third Bancorp"
[164,] "First Horizon National"
[165,] "FirstEnergy Corp"
[166,] "Fiserv Inc"
[167,] "FLIR Systems"
[168,] "Flowserve Corporation"
[169,] "Fluor Corp."
[170,] "FMC Corporation"
[171,] "FMC Technologies Inc."
[172,] "Ford Motor"
[173,] "Forest Laboratories"
[174,] "Fortune Brands Inc."
[175,] "Franklin Resources"
[176,] "Freeport-McMoran Cp & Gld"
[177,] "Frontier Communications"
[178,] "GameStop Corp."
[179,] "Gannett Co."
[180,] "Gap (The)"
[181,] "General Dynamics"
[182,] "General Electric"
[183,] "General Mills"
[184,] "Genuine Parts"
[185,] "Gilead Sciences"
[186,] "Goldman Sachs Group"
[187,] "Goodrich Corporation"
[188,] "Goodyear Tire & Rubber"
[189,] "Grainger (W.W.) Inc."
[190,] "Halliburton Co."
[191,] "Harley-Davidson"
[192,] "Harman Int'l Industries"
[193,] "Harris Corporation"
[194,] "Hartford Financial Svc.Gp."
[195,] "Hasbro Inc."
[196,] "HCP Inc."
[197,] "Health Care REIT"
[198,] "Heinz (H.J.)"
[199,] "Helmerich & Payne"
[200,] "Hess Corporation"
[201,] "Hewlett-Packard"
[202,] "Home Depot"
[203,] "Honeywell Int'l Inc."
[204,] "Hormel Foods Corp."
[205,] "Host Hotels & Resorts"
[206,] "Hudson City Bancorp"
[207,] "Humana Inc."
[208,] "Huntington Bancshares"
[209,] "Illinois Tool Works"
[210,] "Integrys Energy Group Inc."
[211,] "Intel Corp."
[212,] "International Bus. Machines"
[213,] "International Flav/Frag"
[214,] "International Game Technology"
[215,] "International Paper"
[216,] "Interpublic Group"
[217,] "Intuit Inc."
[218,] "Intuitive Surgical Inc."
[219,] "Invesco Ltd."
[220,] "Iron Mountain Incorporated"
[221,] "ITT Corporation"
[222,] "Jabil Circuit"
[223,] "Jacobs Engineering Group"
[224,] "Janus Capital Group"
[225,] "JDS Uniphase Corp."
[226,] "Johnson & Johnson"
[227,] "Johnson Controls"
[228,] "Joy Global Inc."
[229,] "JPMorgan Chase & Co."
[230,] "Juniper Networks"
[231,] "Kellogg Co."
[232,] "KeyCorp"
[233,] "Kimberly-Clark"
[234,] "Kimco Realty"
[235,] "KLA-Tencor Corp."
[236,] "Kohl's Corp."
[237,] "Kraft Foods Inc-A"
[238,] "Kroger Co."
[239,] "L-3 Communications Holdings"
[240,] "Laboratory Corp. of America Holding"
[241,] "Legg Mason"
[242,] "Leggett & Platt"
[243,] "Lennar Corp."
[244,] "Leucadia National Corp."
[245,] "Lexmark Int'l Inc"
[246,] "Life Technologies"
[247,] "Lilly (Eli) & Co."
[248,] "Limited Brands Inc."
[249,] "Lincoln National"
[250,] "Linear Technology Corp."
[251,] "Lockheed Martin Corp."
[252,] "Loews Corp."
[253,] "Lowe's Cos."
[254,] "LSI Corporation"
[255,] "M&T Bank Corp."
[256,] "Macy's Inc."
[257,] "Marathon Oil Corp."
[258,] "Marriott Int'l."
[259,] "Marsh & McLennan"
[260,] "Marshall & Ilsley Corp."
[261,] "Masco Corp."
[262,] "Mattel Inc."
[263,] "McCormick & Co."
[264,] "McDonald's Corp."
[265,] "McGraw-Hill"
[266,] "McKesson Corp."
[267,] "MeadWestvaco Corporation"
[268,] "Medtronic Inc."
[269,] "MEMC Electronic Materials"
[270,] "Merck & Co."
[271,] "MetLife Inc."
[272,] "Microchip Technology"
[273,] "Micron Technology"
[274,] "Microsoft Corp."
[275,] "Molex Inc."
[276,] "Molson Coors Brewing Company"
[277,] "Monsanto Co."
[278,] "Monster Worldwide"
[279,] "Moody's Corp"
[280,] "Morgan Stanley"
[281,] "Motorola Solutions Inc."
[282,] "Murphy Oil"
[283,] "Mylan Inc."
[284,] "Nabors Industries Ltd."
[285,] "NASDAQ OMX Group"
[286,] "National Oilwell Varco Inc."
[287,] "National Semiconductor"
[288,] "NetApp"
[289,] "NetFlix Inc."
[290,] "Newell Rubbermaid Co."
[291,] "Newfield Exploration Co"
[292,] "Newmont Mining Corp. (Hldg. Co.)"
[293,] "News Corporation"
[294,] "NextEra Energy Resources"
[295,] "NICOR Inc."
[296,] "NIKE Inc."
[297,] "NiSource Inc."
[298,] "Noble Corp"
[299,] "Noble Energy Inc"
[300,] "Nordstrom"
[301,] "Norfolk Southern Corp."
[302,] "Northern Trust Corp."
[303,] "Northrop Grumman Corp."
[304,] "Northeast Utilities"
[305,] "Novellus Systems"
[306,] "Nucor Corp."
[307,] "Nvidia Corporation"
[308,] "O'Reilly Automotive"
[309,] "Occidental Petroleum"
[310,] "Omnicom Group"
[311,] "ONEOK"
[312,] "Oracle Corp."
[313,] "Owens-Illinois Inc"
[314,] "PACCAR Inc."
[315,] "Ingersoll-Rand PLC"
[316,] "Pall Corp."
[317,] "Parker-Hannifin"
[318,] "Patterson Companies"
[319,] "Paychex Inc."
[320,] "Peabody Energy"
[321,] "Penney (J.C.)"
[322,] "People's United Bank"
[323,] "Pepco Holdings Inc."
[324,] "PepsiCo Inc."
[325,] "PerkinElmer"
[326,] "Pfizer Inc."
[327,] "PG&E Corp."
[328,] "Pinnacle West Capital"
[329,] "Pioneer Natural Resources"
[330,] "Pitney-Bowes"
[331,] "Plum Creek Timber Co."
[332,] "PNC Financial Services"
[333,] "Polo Ralph Lauren Corp."
[334,] "PPG Industries"
[335,] "PPL Corp."
[336,] "Praxair Inc."
[337,] "Precision Castparts"
[338,] "Priceline.com Inc"
[339,] "Principal Financial Group"
[340,] "Procter & Gamble"
[341,] "Progress Energy Inc."
[342,] "Progressive Corp."
[343,] "ProLogis"
[344,] "Prudential Financial"
[345,] "Public Storage"
[346,] "Pulte Homes Inc."
[347,] "Quanta Services Inc."
[348,] "QUALCOMM Inc."
[349,] "Quest Diagnostics"
[350,] "RadioShack Corp"
[351,] "Range Resources Corp."
[352,] "Raytheon Co."
[353,] "Red Hat Inc."
[354,] "Regions Financial Corp."
[355,] "Republic Services Inc"
[356,] "Reynolds American Inc."
[357,] "Robert Half International"
[358,] "Rockwell Automation Inc."
[359,] "Rockwell Collins"
[360,] "Roper Industries"
[361,] "Ross Stores Inc."
[362,] "Rowan Cos."
[363,] "Ryder System"
[364,] "Safeway Inc."
[365,] "SanDisk Corporation"
[366,] "Sara Lee Corp."
[367,] "SCANA Corp"
[368,] "Schlumberger Ltd."
[369,] "Sealed Air Corp.(New)"
[370,] "Sempra Energy"
[371,] "Sherwin-Williams"
[372,] "Sigma-Aldrich"
[373,] "Simon Property Group Inc"
[374,] "SLM Corporation"
[375,] "Smucker (J.M.)"
[376,] "Snap-On Inc."
[377,] "Southern Co."
[378,] "Southwest Airlines"
[379,] "Southwestern Energy"
[380,] "Sprint Nextel Corp."
[381,] "St Jude Medical"
[382,] "Stanley Black & Decker"
[383,] "Staples Inc."
[384,] "Starbucks Corp."
[385,] "Starwood Hotels & Resorts"
[386,] "State Street Corp."
[387,] "Stericycle Inc"
[388,] "Stryker Corp."
[389,] "Sunoco Inc."
[390,] "SunTrust Banks"
[391,] "Supervalu Inc."
[392,] "Symantec Corp."
[393,] "Sysco Corp."
[394,] "T. Rowe Price Group"
[395,] "Target Corp."
[396,] "TECO Energy"
[397,] "Tellabs Inc."
[398,] "Tenet Healthcare Corp."
[399,] "Teradyne Inc."
[400,] "Tesoro Petroleum Co."
[401,] "Texas Instruments"
[402,] "Textron Inc."
[403,] "The Hershey Company"
[404,] "The Travelers Companies Inc."
[405,] "Thermo Fisher Scientific"
[406,] "Tiffany & Co."
[407,] "Time Warner Inc."
[408,] "Titanium Metals Corp"
[409,] "TJX Companies Inc."
[410,] "Torchmark Corp."
[411,] "Total System Services"
[412,] "Tyson Foods"
[413,] "Tyco International"
[414,] "U.S. Bancorp"
[415,] "Union Pacific"
[416,] "United Health Group Inc."
[417,] "United Parcel Service"
[418,] "United States Steel Corp."
[419,] "United Technologies"
[420,] "Unum Group"
[421,] "Urban Outfitters"
[422,] "V.F. Corp."
[423,] "Valero Energy"
[424,] "Varian Medical Systems"
[425,] "Ventas Inc"
[426,] "Verisign Inc."
[427,] "Verizon Communications"
[428,] "Vornado Realty Trust"
[429,] "Vulcan Materials"
[430,] "Wal-Mart Stores"
[431,] "Walgreen Co."
[432,] "Walt Disney Co."
[433,] "Washington Post Co B"
[434,] "Waste Management Inc."
[435,] "Waters Corporation"
[436,] "Watson Pharmaceuticals"
[437,] "Wells Fargo"
[438,] "Western Digital"
[439,] "Weyerhaeuser Corp."
[440,] "Whirlpool Corp."
[441,] "Whole Foods Market"
[442,] "Williams Cos."
[443,] "Wisconsin Energy Corporation"
[444,] "Wynn Resorts Ltd"
[445,] "Xcel Energy Inc"
[446,] "Xerox Corp."
[447,] "Xilinx Inc"
[448,] "XL Capital"
[449,] "Yahoo Inc."
[450,] "Yum! Brands Inc"
[451,] "Zimmer Holdings"
[452,] "Zions Bancorp"
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Description Usage Format Details Source Examples
Description
This data set consists of stock price and company information.
Usage
1 |
Format
The format is a list containing contains two matrices. 1. data - 1258x452, represents the 452 stocks' close prices for 1258 trading days. 2. info - 452x3: The 1st column: the query symbol for each company. The 2nd column: the category for each company. The 3rd column: the full name of each company.
Details
This data set can be used to perform high-dimensional graph estimation to analyze the relationships between S&P 500 companies.
Source
It was publicly available at finance.yahoo, which is now out of date
Examples
1 2 3 |
Example output
Loading required package: Matrix
Loading required package: lattice
Loading required package: igraph
Attaching package: 'igraph'
The following objects are masked from 'package:stats':
decompose, spectrum
The following object is masked from 'package:base':
union
Loading required package: MASS
V1 V2
[1,] "MMM" "Industrials"
[2,] "ACE" "Financials"
[3,] "ABT" "Health Care"
[4,] "ANF" "Consumer Discretionary"
[5,] "ADBE" "Information Technology"
[6,] "AMD" "Information Technology"
[7,] "AES" "Utilities"
[8,] "AET" "Health Care"
[9,] "AFL" "Financials"
[10,] "A" "Information Technology"
[11,] "APD" "Materials"
[12,] "ARG" "Materials"
[13,] "AKS" "Materials"
[14,] "AKAM" "Information Technology"
[15,] "AA" "Materials"
[16,] "ATI" "Materials"
[17,] "AGN" "Health Care"
[18,] "ALL" "Financials"
[19,] "ALTR" "Information Technology"
[20,] "MO" "Consumer Staples"
[21,] "AMZN" "Consumer Discretionary"
[22,] "AEE" "Utilities"
[23,] "AEP" "Utilities"
[24,] "AXP" "Financials"
[25,] "AIG" "Financials"
[26,] "AMT" "Telecommunications Services"
[27,] "ABC" "Health Care"
[28,] "AMGN" "Health Care"
[29,] "APH" "Industrials"
[30,] "APC" "Energy"
[31,] "ADI" "Information Technology"
[32,] "AON" "Financials"
[33,] "APA" "Energy"
[34,] "AIV" "Financials"
[35,] "APOL" "Consumer Discretionary"
[36,] "AAPL" "Information Technology"
[37,] "AMAT" "Information Technology"
[38,] "ADM" "Consumer Staples"
[39,] "T" "Telecommunications Services"
[40,] "ADSK" "Information Technology"
[41,] "ADP" "Information Technology"
[42,] "AN" "Consumer Discretionary"
[43,] "AZO" "Consumer Discretionary"
[44,] "AVB" "Financials"
[45,] "AVY" "Industrials"
[46,] "AVP" "Consumer Staples"
[47,] "BHI" "Energy"
[48,] "BLL" "Materials"
[49,] "BAC" "Financials"
[50,] "BK" "Financials"
[51,] "BCR" "Health Care"
[52,] "BAX" "Health Care"
[53,] "BBT" "Financials"
[54,] "BDX" "Health Care"
[55,] "BBBY" "Consumer Discretionary"
[56,] "BMS" "Materials"
[57,] "BBY" "Consumer Discretionary"
[58,] "BIG" "Consumer Discretionary"
[59,] "BIIB" "Health Care"
[60,] "BLK" "Financials"
[61,] "HRB" "Consumer Discretionary"
[62,] "BMC" "Information Technology"
[63,] "BA" "Industrials"
[64,] "BXP" "Financials"
[65,] "BSX" "Health Care"
[66,] "BMY" "Health Care"
[67,] "BRCM" "Information Technology"
[68,] "CA" "Information Technology"
[69,] "CVC" "Consumer Discretionary"
[70,] "COG" "Energy"
[71,] "CAM" "Energy"
[72,] "CPB" "Consumer Staples"
[73,] "COF" "Financials"
[74,] "CAH" "Health Care"
[75,] "KMX" "Consumer Discretionary"
[76,] "CCL" "Consumer Discretionary"
[77,] "CAT" "Industrials"
[78,] "CELG" "Health Care"
[79,] "CNP" "Utilities"
[80,] "CTL" "Telecommunications Services"
[81,] "CEPH" "Health Care"
[82,] "CERN" "Health Care"
[83,] "SCHW" "Financials"
[84,] "CHK" "Energy"
[85,] "CVX" "Energy"
[86,] "CB" "Financials"
[87,] "CI" "Health Care"
[88,] "CINF" "Financials"
[89,] "CTAS" "Industrials"
[90,] "CSCO" "Information Technology"
[91,] "C" "Financials"
[92,] "CTXS" "Information Technology"
[93,] "CLF" "Materials"
[94,] "CLX" "Consumer Staples"
[95,] "CME" "Financials"
[96,] "CMS" "Utilities"
[97,] "COH" "Consumer Discretionary"
[98,] "KO" "Consumer Staples"
[99,] "CCE" "Consumer Staples"
[100,] "CTSH" "Information Technology"
[101,] "CL" "Consumer Staples"
[102,] "CMCSA" "Consumer Discretionary"
[103,] "CMA" "Financials"
[104,] "CSC" "Information Technology"
[105,] "CPWR" "Information Technology"
[106,] "COP" "Energy"
[107,] "CNX" "Energy"
[108,] "ED" "Utilities"
[109,] "STZ" "Consumer Staples"
[110,] "CEG" "Utilities"
[111,] "GLW" "Industrials"
[112,] "COST" "Consumer Staples"
[113,] "CVH" "Health Care"
[114,] "CSX" "Industrials"
[115,] "CMI" "Industrials"
[116,] "CVS" "Consumer Staples"
[117,] "DHI" "Consumer Discretionary"
[118,] "DHR" "Industrials"
[119,] "DRI" "Consumer Discretionary"
[120,] "DVA" "Health Care"
[121,] "DF" "Consumer Staples"
[122,] "DE" "Industrials"
[123,] "DELL" "Information Technology"
[124,] "DNR" "Energy"
[125,] "XRAY" "Health Care"
[126,] "DVN" "Energy"
[127,] "DV" "Consumer Discretionary"
[128,] "DO" "Energy"
[129,] "D" "Utilities"
[130,] "RRD" "Industrials"
[131,] "DOV" "Industrials"
[132,] "DOW" "Materials"
[133,] "DTE" "Utilities"
[134,] "DD" "Materials"
[135,] "DUK" "Utilities"
[136,] "DNB" "Industrials"
[137,] "ETFC" "Financials"
[138,] "EMN" "Materials"
[139,] "EBAY" "Information Technology"
[140,] "ECL" "Materials"
[141,] "EIX" "Utilities"
[142,] "EW" "Health Care"
[143,] "EP" "Energy"
[144,] "ERTS" "Information Technology"
[145,] "EMC" "Information Technology"
[146,] "EMR" "Industrials"
[147,] "ETR" "Utilities"
[148,] "EOG" "Energy"
[149,] "EQT" "Utilities"
[150,] "EFX" "Financials"
[151,] "EQR" "Financials"
[152,] "EL" "Consumer Staples"
[153,] "EXC" "Utilities"
[154,] "EXPD" "Industrials"
[155,] "ESRX" "Health Care"
[156,] "XOM" "Energy"
[157,] "FFIV" "Information Technology"
[158,] "FDO" "Consumer Discretionary"
[159,] "FAST" "Industrials"
[160,] "FII" "Financials"
[161,] "FDX" "Industrials"
[162,] "FIS" "Information Technology"
[163,] "FITB" "Financials"
[164,] "FHN" "Financials"
[165,] "FE" "Utilities"
[166,] "FISV" "Information Technology"
[167,] "FLIR" "Information Technology"
[168,] "FLS" "Industrials"
[169,] "FLR" "Industrials"
[170,] "FMC" "Materials"
[171,] "FTI" "Energy"
[172,] "F" "Consumer Discretionary"
[173,] "FRX" "Health Care"
[174,] "FO" "Consumer Discretionary"
[175,] "BEN" "Financials"
[176,] "FCX" "Materials"
[177,] "FTR" "Telecommunications Services"
[178,] "GME" "Consumer Discretionary"
[179,] "GCI" "Consumer Discretionary"
[180,] "GPS" "Consumer Discretionary"
[181,] "GD" "Industrials"
[182,] "GE" "Industrials"
[183,] "GIS" "Consumer Staples"
[184,] "GPC" "Consumer Discretionary"
[185,] "GILD" "Health Care"
[186,] "GS" "Financials"
[187,] "GR" "Industrials"
[188,] "GT" "Consumer Discretionary"
[189,] "GWW" "Industrials"
[190,] "HAL" "Energy"
[191,] "HOG" "Consumer Discretionary"
[192,] "HAR" "Consumer Discretionary"
[193,] "HRS" "Information Technology"
[194,] "HIG" "Financials"
[195,] "HAS" "Consumer Discretionary"
[196,] "HCP" "Financials"
[197,] "HCN" "Financials"
[198,] "HNZ" "Consumer Staples"
[199,] "HP" "Energy"
[200,] "HES" "Energy"
[201,] "HPQ" "Information Technology"
[202,] "HD" "Consumer Discretionary"
[203,] "HON" "Industrials"
[204,] "HRL" "Consumer Staples"
[205,] "HST" "Financials"
[206,] "HCBK" "Financials"
[207,] "HUM" "Health Care"
[208,] "HBAN" "Financials"
[209,] "ITW" "Industrials"
[210,] "TEG" "Utilities"
[211,] "INTC" "Information Technology"
[212,] "IBM" "Information Technology"
[213,] "IFF" "Materials"
[214,] "IGT" "Consumer Discretionary"
[215,] "IP" "Materials"
[216,] "IPG" "Consumer Discretionary"
[217,] "INTU" "Information Technology"
[218,] "ISRG" "Health Care"
[219,] "IVZ" "Financials"
[220,] "IRM" "Industrials"
[221,] "ITT" "Industrials"
[222,] "JBL" "Information Technology"
[223,] "JEC" "Industrials"
[224,] "JNS" "Financials"
[225,] "JDSU" "Information Technology"
[226,] "JNJ" "Health Care"
[227,] "JCI" "Consumer Discretionary"
[228,] "JOYG" "Industrials"
[229,] "JPM" "Financials"
[230,] "JNPR" "Information Technology"
[231,] "K" "Consumer Staples"
[232,] "KEY" "Financials"
[233,] "KMB" "Consumer Staples"
[234,] "KIM" "Financials"
[235,] "KLAC" "Information Technology"
[236,] "KSS" "Consumer Discretionary"
[237,] "KFT" "Consumer Staples"
[238,] "KR" "Consumer Staples"
[239,] "LLL" "Industrials"
[240,] "LH" "Health Care"
[241,] "LM" "Financials"
[242,] "LEG" "Consumer Discretionary"
[243,] "LEN" "Consumer Discretionary"
[244,] "LUK" "Financials"
[245,] "LXK" "Information Technology"
[246,] "LIFE" "Health Care"
[247,] "LLY" "Health Care"
[248,] "LTD" "Consumer Discretionary"
[249,] "LNC" "Financials"
[250,] "LLTC" "Information Technology"
[251,] "LMT" "Industrials"
[252,] "L" "Financials"
[253,] "LOW" "Consumer Discretionary"
[254,] "LSI" "Information Technology"
[255,] "MTB" "Financials"
[256,] "M" "Consumer Discretionary"
[257,] "MRO" "Energy"
[258,] "MAR" "Consumer Discretionary"
[259,] "MMC" "Financials"
[260,] "MI" "Financials"
[261,] "MAS" "Industrials"
[262,] "MAT" "Consumer Discretionary"
[263,] "MKC" "Consumer Staples"
[264,] "MCD" "Consumer Discretionary"
[265,] "MHP" "Consumer Discretionary"
[266,] "MCK" "Health Care"
[267,] "MWV" "Materials"
[268,] "MDT" "Health Care"
[269,] "WFR" "Information Technology"
[270,] "MRK" "Health Care"
[271,] "MET" "Financials"
[272,] "MCHP" "Information Technology"
[273,] "MU" "Information Technology"
[274,] "MSFT" "Information Technology"
[275,] "MOLX" "Information Technology"
[276,] "TAP" "Consumer Staples"
[277,] "MON" "Materials"
[278,] "MWW" "Industrials"
[279,] "MCO" "Financials"
[280,] "MS" "Financials"
[281,] "MSI" "Information Technology"
[282,] "MUR" "Energy"
[283,] "MYL" "Health Care"
[284,] "NBR" "Energy"
[285,] "NDAQ" "Financials"
[286,] "NOV" "Energy"
[287,] "NSM" "Information Technology"
[288,] "NTAP" "Information Technology"
[289,] "NFLX" "Information Technology"
[290,] "NWL" "Consumer Discretionary"
[291,] "NFX" "Energy"
[292,] "NEM" "Materials"
[293,] "NWSA" "Consumer Discretionary"
[294,] "NEE" "Utilities"
[295,] "GAS" "Utilities"
[296,] "NKE" "Consumer Discretionary"
[297,] "NI" "Utilities"
[298,] "NE" "Energy"
[299,] "NBL" "Energy"
[300,] "JWN" "Consumer Discretionary"
[301,] "NSC" "Industrials"
[302,] "NTRS" "Financials"
[303,] "NOC" "Industrials"
[304,] "NU" "Utilities"
[305,] "NVLS" "Information Technology"
[306,] "NUE" "Materials"
[307,] "NVDA" "Information Technology"
[308,] "ORLY" "Consumer Discretionary"
[309,] "OXY" "Energy"
[310,] "OMC" "Consumer Discretionary"
[311,] "OKE" "Utilities"
[312,] "ORCL" "Information Technology"
[313,] "OI" "Materials"
[314,] "PCAR" "Industrials"
[315,] "IR" "Industrials"
[316,] "PLL" "Industrials"
[317,] "PH" "Industrials"
[318,] "PDCO" "Health Care"
[319,] "PAYX" "Information Technology"
[320,] "BTU" "Energy"
[321,] "JCP" "Consumer Discretionary"
[322,] "PBCT" "Financials"
[323,] "POM" "Utilities"
[324,] "PEP" "Consumer Staples"
[325,] "PKI" "Health Care"
[326,] "PFE" "Health Care"
[327,] "PCG" "Utilities"
[328,] "PNW" "Utilities"
[329,] "PXD" "Energy"
[330,] "PBI" "Industrials"
[331,] "PCL" "Financials"
[332,] "PNC" "Financials"
[333,] "RL" "Consumer Discretionary"
[334,] "PPG" "Materials"
[335,] "PPL" "Utilities"
[336,] "PX" "Materials"
[337,] "PCP" "Industrials"
[338,] "PCLN" "Industrials"
[339,] "PFG" "Financials"
[340,] "PG" "Consumer Staples"
[341,] "PGN" "Utilities"
[342,] "PGR" "Financials"
[343,] "PLD" "Financials"
[344,] "PRU" "Financials"
[345,] "PSA" "Financials"
[346,] "PHM" "Consumer Discretionary"
[347,] "PWR" "Industrials"
[348,] "QCOM" "Information Technology"
[349,] "DGX" "Health Care"
[350,] "RSH" "Consumer Discretionary"
[351,] "RRC" "Energy"
[352,] "RTN" "Industrials"
[353,] "RHT" "Information Technology"
[354,] "RF" "Financials"
[355,] "RSG" "Industrials"
[356,] "RAI" "Consumer Staples"
[357,] "RHI" "Industrials"
[358,] "ROK" "Industrials"
[359,] "COL" "Industrials"
[360,] "ROP" "Industrials"
[361,] "ROST" "Consumer Discretionary"
[362,] "RDC" "Energy"
[363,] "R" "Industrials"
[364,] "SWY" "Consumer Staples"
[365,] "SNDK" "Information Technology"
[366,] "SLE" "Consumer Staples"
[367,] "SCG" "Utilities"
[368,] "SLB" "Energy"
[369,] "SEE" "Materials"
[370,] "SRE" "Utilities"
[371,] "SHW" "Consumer Discretionary"
[372,] "SIAL" "Materials"
[373,] "SPG" "Financials"
[374,] "SLM" "Financials"
[375,] "SJM" "Consumer Staples"
[376,] "SNA" "Consumer Discretionary"
[377,] "SO" "Utilities"
[378,] "LUV" "Industrials"
[379,] "SWN" "Energy"
[380,] "S" "Telecommunications Services"
[381,] "STJ" "Health Care"
[382,] "SWK" "Consumer Discretionary"
[383,] "SPLS" "Consumer Discretionary"
[384,] "SBUX" "Consumer Discretionary"
[385,] "HOT" "Consumer Discretionary"
[386,] "STT" "Financials"
[387,] "SRCL" "Industrials"
[388,] "SYK" "Health Care"
[389,] "SUN" "Energy"
[390,] "STI" "Financials"
[391,] "SVU" "Consumer Staples"
[392,] "SYMC" "Information Technology"
[393,] "SYY" "Consumer Staples"
[394,] "TROW" "Financials"
[395,] "TGT" "Consumer Discretionary"
[396,] "TE" "Utilities"
[397,] "TLAB" "Information Technology"
[398,] "THC" "Health Care"
[399,] "TER" "Information Technology"
[400,] "TSO" "Energy"
[401,] "TXN" "Information Technology"
[402,] "TXT" "Industrials"
[403,] "HSY" "Consumer Staples"
[404,] "TRV" "Financials"
[405,] "TMO" "Health Care"
[406,] "TIF" "Consumer Discretionary"
[407,] "TWX" "Consumer Discretionary"
[408,] "TIE" "Materials"
[409,] "TJX" "Consumer Discretionary"
[410,] "TMK" "Financials"
[411,] "TSS" "Information Technology"
[412,] "TSN" "Consumer Staples"
[413,] "TYC" "Industrials"
[414,] "USB" "Financials"
[415,] "UNP" "Industrials"
[416,] "UNH" "Health Care"
[417,] "UPS" "Industrials"
[418,] "X" "Materials"
[419,] "UTX" "Industrials"
[420,] "UNM" "Financials"
[421,] "URBN" "Consumer Discretionary"
[422,] "VFC" "Consumer Discretionary"
[423,] "VLO" "Energy"
[424,] "VAR" "Health Care"
[425,] "VTR" "Financials"
[426,] "VRSN" "Information Technology"
[427,] "VZ" "Telecommunications Services"
[428,] "VNO" "Financials"
[429,] "VMC" "Materials"
[430,] "WMT" "Consumer Staples"
[431,] "WAG" "Consumer Staples"
[432,] "DIS" "Consumer Discretionary"
[433,] "WPO" "Consumer Discretionary"
[434,] "WM" "Industrials"
[435,] "WAT" "Health Care"
[436,] "WPI" "Health Care"
[437,] "WFC" "Financials"
[438,] "WDC" "Information Technology"
[439,] "WY" "Materials"
[440,] "WHR" "Consumer Discretionary"
[441,] "WFM" "Consumer Staples"
[442,] "WMB" "Energy"
[443,] "WEC" "Utilities"
[444,] "WYNN" "Consumer Discretionary"
[445,] "XEL" "Utilities"
[446,] "XRX" "Information Technology"
[447,] "XLNX" "Information Technology"
[448,] "XL" "Financials"
[449,] "YHOO" "Information Technology"
[450,] "YUM" "Consumer Discretionary"
[451,] "ZMH" "Health Care"
[452,] "ZION" "Financials"
V3
[1,] "3M Co"
[2,] "ACE Limited"
[3,] "Abbott Laboratories"
[4,] "Abercrombie & Fitch Company A"
[5,] "Adobe Systems Inc"
[6,] "Advanced Micro Devices"
[7,] "AES Corp"
[8,] "Aetna Inc"
[9,] "AFLAC Inc"
[10,] "Agilent Technologies Inc"
[11,] "Air Products & Chemicals Inc"
[12,] "Airgas Inc"
[13,] "AK Steel Hldg Corp"
[14,] "Akamai Technologies Inc"
[15,] "Alcoa Inc"
[16,] "Allegheny Technologies Inc"
[17,] "Allergan Inc"
[18,] "Allstate Corp"
[19,] "Altera Corp"
[20,] "Altria Group Inc"
[21,] "Amazon.com Inc"
[22,] "Ameren Corp"
[23,] "American Electric Power"
[24,] "American Express Co"
[25,] "American Intl Group Inc"
[26,] "American Tower Corp A"
[27,] "AmerisourceBergen Corp"
[28,] "Amgen Inc"
[29,] "Amphenol Corp A"
[30,] "Anadarko Petroleum Corp"
[31,] "Analog Devices Inc"
[32,] "Aon Corporation"
[33,] "Apache Corporation"
[34,] "Apartment Investment & Mgmt"
[35,] "Apollo Group Inc"
[36,] "Apple Inc."
[37,] "Applied Materials Inc"
[38,] "Archer-Daniels-Midland Co"
[39,] "AT&T Inc"
[40,] "Autodesk Inc"
[41,] "Automatic Data Processing"
[42,] "AutoNation Inc"
[43,] "AutoZone Inc"
[44,] "AvalonBay Communities Inc"
[45,] "Avery Dennison Corp"
[46,] "Avon Products"
[47,] "Baker Hughes Inc"
[48,] "Ball Corp"
[49,] "Bank of America Corp"
[50,] "The Bank of New York Mellon Corp."
[51,] "Bard (C.R.) Inc."
[52,] "Baxter International Inc."
[53,] "BB&T Corporation"
[54,] "Becton Dickinson"
[55,] "Bed Bath & Beyond"
[56,] "Bemis Company"
[57,] "Best Buy Co. Inc."
[58,] "Big Lots Inc."
[59,] "BIOGEN IDEC Inc."
[60,] "Blackrock"
[61,] "Block H&R"
[62,] "BMC Software"
[63,] "Boeing Company"
[64,] "Boston Properties"
[65,] "Boston Scientific"
[66,] "Bristol-Myers Squibb"
[67,] "Broadcom Corporation"
[68,] "CA, Inc."
[69,] "Cablevision Systems Corp."
[70,] "Cabot Oil & Gas"
[71,] "Cameron International Corp."
[72,] "Campbell Soup"
[73,] "Capital One Financial"
[74,] "Cardinal Health Inc."
[75,] "Carmax Inc"
[76,] "Carnival Corp."
[77,] "Caterpillar Inc."
[78,] "Celgene Corp."
[79,] "CenterPoint Energy"
[80,] "CenturyTel Inc"
[81,] "Cephalon Inc"
[82,] "Cerner"
[83,] "Charles Schwab"
[84,] "Chesapeake Energy"
[85,] "Chevron Corp."
[86,] "Chubb Corp."
[87,] "CIGNA Corp."
[88,] "Cincinnati Financial"
[89,] "Cintas Corporation"
[90,] "Cisco Systems"
[91,] "Citigroup Inc."
[92,] "Citrix Systems"
[93,] "Cliffs Natural Resources"
[94,] "Clorox Co."
[95,] "CME Group Inc."
[96,] "CMS Energy"
[97,] "Coach Inc."
[98,] "Coca Cola Co."
[99,] "Coca-Cola Enterprises"
[100,] "Cognizant Technology Solutions"
[101,] "Colgate-Palmolive"
[102,] "Comcast Corp."
[103,] "Comerica Inc."
[104,] "Computer Sciences Corp."
[105,] "Compuware Corp."
[106,] "ConocoPhillips"
[107,] "CONSOL Energy Inc."
[108,] "Consolidated Edison"
[109,] "Constellation Brands"
[110,] "Constellation Energy Group"
[111,] "Corning Inc."
[112,] "Costco Co."
[113,] "Coventry Health Care Inc."
[114,] "CSX Corp."
[115,] "Cummins Inc."
[116,] "CVS Caremark Corp."
[117,] "D. R. Horton"
[118,] "Danaher Corp."
[119,] "Darden Restaurants"
[120,] "DaVita Inc."
[121,] "Dean Foods"
[122,] "Deere & Co."
[123,] "Dell Inc."
[124,] "Denbury Resources Inc."
[125,] "Dentsply International"
[126,] "Devon Energy Corp."
[127,] "DeVry, Inc."
[128,] "Diamond Offshore Drilling"
[129,] "Dominion Resources"
[130,] "Donnelley (R.R.) & Sons"
[131,] "Dover Corp."
[132,] "Dow Chemical"
[133,] "DTE Energy Co."
[134,] "Du Pont (E.I.)"
[135,] "Duke Energy"
[136,] "Dun & Bradstreet"
[137,] "E-Trade"
[138,] "Eastman Chemical"
[139,] "eBay Inc."
[140,] "Ecolab Inc."
[141,] "Edison Int'l"
[142,] "Edwards Lifesciences"
[143,] "El Paso Corp."
[144,] "Electronic Arts"
[145,] "EMC Corp."
[146,] "Emerson Electric"
[147,] "Entergy Corp."
[148,] "EOG Resources"
[149,] "EQT Corporation"
[150,] "Equifax Inc."
[151,] "Equity Residential"
[152,] "Estee Lauder Cos."
[153,] "Exelon Corp."
[154,] "Expeditors Int'l"
[155,] "Express Scripts"
[156,] "Exxon Mobil Corp."
[157,] "F5 Networks"
[158,] "Family Dollar Stores"
[159,] "Fastenal Co"
[160,] "Federated Investors Inc."
[161,] "FedEx Corporation"
[162,] "Fidelity National Information Services"
[163,] "Fifth Third Bancorp"
[164,] "First Horizon National"
[165,] "FirstEnergy Corp"
[166,] "Fiserv Inc"
[167,] "FLIR Systems"
[168,] "Flowserve Corporation"
[169,] "Fluor Corp."
[170,] "FMC Corporation"
[171,] "FMC Technologies Inc."
[172,] "Ford Motor"
[173,] "Forest Laboratories"
[174,] "Fortune Brands Inc."
[175,] "Franklin Resources"
[176,] "Freeport-McMoran Cp & Gld"
[177,] "Frontier Communications"
[178,] "GameStop Corp."
[179,] "Gannett Co."
[180,] "Gap (The)"
[181,] "General Dynamics"
[182,] "General Electric"
[183,] "General Mills"
[184,] "Genuine Parts"
[185,] "Gilead Sciences"
[186,] "Goldman Sachs Group"
[187,] "Goodrich Corporation"
[188,] "Goodyear Tire & Rubber"
[189,] "Grainger (W.W.) Inc."
[190,] "Halliburton Co."
[191,] "Harley-Davidson"
[192,] "Harman Int'l Industries"
[193,] "Harris Corporation"
[194,] "Hartford Financial Svc.Gp."
[195,] "Hasbro Inc."
[196,] "HCP Inc."
[197,] "Health Care REIT"
[198,] "Heinz (H.J.)"
[199,] "Helmerich & Payne"
[200,] "Hess Corporation"
[201,] "Hewlett-Packard"
[202,] "Home Depot"
[203,] "Honeywell Int'l Inc."
[204,] "Hormel Foods Corp."
[205,] "Host Hotels & Resorts"
[206,] "Hudson City Bancorp"
[207,] "Humana Inc."
[208,] "Huntington Bancshares"
[209,] "Illinois Tool Works"
[210,] "Integrys Energy Group Inc."
[211,] "Intel Corp."
[212,] "International Bus. Machines"
[213,] "International Flav/Frag"
[214,] "International Game Technology"
[215,] "International Paper"
[216,] "Interpublic Group"
[217,] "Intuit Inc."
[218,] "Intuitive Surgical Inc."
[219,] "Invesco Ltd."
[220,] "Iron Mountain Incorporated"
[221,] "ITT Corporation"
[222,] "Jabil Circuit"
[223,] "Jacobs Engineering Group"
[224,] "Janus Capital Group"
[225,] "JDS Uniphase Corp."
[226,] "Johnson & Johnson"
[227,] "Johnson Controls"
[228,] "Joy Global Inc."
[229,] "JPMorgan Chase & Co."
[230,] "Juniper Networks"
[231,] "Kellogg Co."
[232,] "KeyCorp"
[233,] "Kimberly-Clark"
[234,] "Kimco Realty"
[235,] "KLA-Tencor Corp."
[236,] "Kohl's Corp."
[237,] "Kraft Foods Inc-A"
[238,] "Kroger Co."
[239,] "L-3 Communications Holdings"
[240,] "Laboratory Corp. of America Holding"
[241,] "Legg Mason"
[242,] "Leggett & Platt"
[243,] "Lennar Corp."
[244,] "Leucadia National Corp."
[245,] "Lexmark Int'l Inc"
[246,] "Life Technologies"
[247,] "Lilly (Eli) & Co."
[248,] "Limited Brands Inc."
[249,] "Lincoln National"
[250,] "Linear Technology Corp."
[251,] "Lockheed Martin Corp."
[252,] "Loews Corp."
[253,] "Lowe's Cos."
[254,] "LSI Corporation"
[255,] "M&T Bank Corp."
[256,] "Macy's Inc."
[257,] "Marathon Oil Corp."
[258,] "Marriott Int'l."
[259,] "Marsh & McLennan"
[260,] "Marshall & Ilsley Corp."
[261,] "Masco Corp."
[262,] "Mattel Inc."
[263,] "McCormick & Co."
[264,] "McDonald's Corp."
[265,] "McGraw-Hill"
[266,] "McKesson Corp."
[267,] "MeadWestvaco Corporation"
[268,] "Medtronic Inc."
[269,] "MEMC Electronic Materials"
[270,] "Merck & Co."
[271,] "MetLife Inc."
[272,] "Microchip Technology"
[273,] "Micron Technology"
[274,] "Microsoft Corp."
[275,] "Molex Inc."
[276,] "Molson Coors Brewing Company"
[277,] "Monsanto Co."
[278,] "Monster Worldwide"
[279,] "Moody's Corp"
[280,] "Morgan Stanley"
[281,] "Motorola Solutions Inc."
[282,] "Murphy Oil"
[283,] "Mylan Inc."
[284,] "Nabors Industries Ltd."
[285,] "NASDAQ OMX Group"
[286,] "National Oilwell Varco Inc."
[287,] "National Semiconductor"
[288,] "NetApp"
[289,] "NetFlix Inc."
[290,] "Newell Rubbermaid Co."
[291,] "Newfield Exploration Co"
[292,] "Newmont Mining Corp. (Hldg. Co.)"
[293,] "News Corporation"
[294,] "NextEra Energy Resources"
[295,] "NICOR Inc."
[296,] "NIKE Inc."
[297,] "NiSource Inc."
[298,] "Noble Corp"
[299,] "Noble Energy Inc"
[300,] "Nordstrom"
[301,] "Norfolk Southern Corp."
[302,] "Northern Trust Corp."
[303,] "Northrop Grumman Corp."
[304,] "Northeast Utilities"
[305,] "Novellus Systems"
[306,] "Nucor Corp."
[307,] "Nvidia Corporation"
[308,] "O'Reilly Automotive"
[309,] "Occidental Petroleum"
[310,] "Omnicom Group"
[311,] "ONEOK"
[312,] "Oracle Corp."
[313,] "Owens-Illinois Inc"
[314,] "PACCAR Inc."
[315,] "Ingersoll-Rand PLC"
[316,] "Pall Corp."
[317,] "Parker-Hannifin"
[318,] "Patterson Companies"
[319,] "Paychex Inc."
[320,] "Peabody Energy"
[321,] "Penney (J.C.)"
[322,] "People's United Bank"
[323,] "Pepco Holdings Inc."
[324,] "PepsiCo Inc."
[325,] "PerkinElmer"
[326,] "Pfizer Inc."
[327,] "PG&E Corp."
[328,] "Pinnacle West Capital"
[329,] "Pioneer Natural Resources"
[330,] "Pitney-Bowes"
[331,] "Plum Creek Timber Co."
[332,] "PNC Financial Services"
[333,] "Polo Ralph Lauren Corp."
[334,] "PPG Industries"
[335,] "PPL Corp."
[336,] "Praxair Inc."
[337,] "Precision Castparts"
[338,] "Priceline.com Inc"
[339,] "Principal Financial Group"
[340,] "Procter & Gamble"
[341,] "Progress Energy Inc."
[342,] "Progressive Corp."
[343,] "ProLogis"
[344,] "Prudential Financial"
[345,] "Public Storage"
[346,] "Pulte Homes Inc."
[347,] "Quanta Services Inc."
[348,] "QUALCOMM Inc."
[349,] "Quest Diagnostics"
[350,] "RadioShack Corp"
[351,] "Range Resources Corp."
[352,] "Raytheon Co."
[353,] "Red Hat Inc."
[354,] "Regions Financial Corp."
[355,] "Republic Services Inc"
[356,] "Reynolds American Inc."
[357,] "Robert Half International"
[358,] "Rockwell Automation Inc."
[359,] "Rockwell Collins"
[360,] "Roper Industries"
[361,] "Ross Stores Inc."
[362,] "Rowan Cos."
[363,] "Ryder System"
[364,] "Safeway Inc."
[365,] "SanDisk Corporation"
[366,] "Sara Lee Corp."
[367,] "SCANA Corp"
[368,] "Schlumberger Ltd."
[369,] "Sealed Air Corp.(New)"
[370,] "Sempra Energy"
[371,] "Sherwin-Williams"
[372,] "Sigma-Aldrich"
[373,] "Simon Property Group Inc"
[374,] "SLM Corporation"
[375,] "Smucker (J.M.)"
[376,] "Snap-On Inc."
[377,] "Southern Co."
[378,] "Southwest Airlines"
[379,] "Southwestern Energy"
[380,] "Sprint Nextel Corp."
[381,] "St Jude Medical"
[382,] "Stanley Black & Decker"
[383,] "Staples Inc."
[384,] "Starbucks Corp."
[385,] "Starwood Hotels & Resorts"
[386,] "State Street Corp."
[387,] "Stericycle Inc"
[388,] "Stryker Corp."
[389,] "Sunoco Inc."
[390,] "SunTrust Banks"
[391,] "Supervalu Inc."
[392,] "Symantec Corp."
[393,] "Sysco Corp."
[394,] "T. Rowe Price Group"
[395,] "Target Corp."
[396,] "TECO Energy"
[397,] "Tellabs Inc."
[398,] "Tenet Healthcare Corp."
[399,] "Teradyne Inc."
[400,] "Tesoro Petroleum Co."
[401,] "Texas Instruments"
[402,] "Textron Inc."
[403,] "The Hershey Company"
[404,] "The Travelers Companies Inc."
[405,] "Thermo Fisher Scientific"
[406,] "Tiffany & Co."
[407,] "Time Warner Inc."
[408,] "Titanium Metals Corp"
[409,] "TJX Companies Inc."
[410,] "Torchmark Corp."
[411,] "Total System Services"
[412,] "Tyson Foods"
[413,] "Tyco International"
[414,] "U.S. Bancorp"
[415,] "Union Pacific"
[416,] "United Health Group Inc."
[417,] "United Parcel Service"
[418,] "United States Steel Corp."
[419,] "United Technologies"
[420,] "Unum Group"
[421,] "Urban Outfitters"
[422,] "V.F. Corp."
[423,] "Valero Energy"
[424,] "Varian Medical Systems"
[425,] "Ventas Inc"
[426,] "Verisign Inc."
[427,] "Verizon Communications"
[428,] "Vornado Realty Trust"
[429,] "Vulcan Materials"
[430,] "Wal-Mart Stores"
[431,] "Walgreen Co."
[432,] "Walt Disney Co."
[433,] "Washington Post Co B"
[434,] "Waste Management Inc."
[435,] "Waters Corporation"
[436,] "Watson Pharmaceuticals"
[437,] "Wells Fargo"
[438,] "Western Digital"
[439,] "Weyerhaeuser Corp."
[440,] "Whirlpool Corp."
[441,] "Whole Foods Market"
[442,] "Williams Cos."
[443,] "Wisconsin Energy Corporation"
[444,] "Wynn Resorts Ltd"
[445,] "Xcel Energy Inc"
[446,] "Xerox Corp."
[447,] "Xilinx Inc"
[448,] "XL Capital"
[449,] "Yahoo Inc."
[450,] "Yum! Brands Inc"
[451,] "Zimmer Holdings"
[452,] "Zions Bancorp"
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