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Which companies have increased their dividends by at least X% per year over the most recent Y years?
Which dividend compound annual growth rates have which bumpiness?
Which companies have which dividend bumpiness?
Which sectors and industries have which dividend bumpiness?
Which companies have slowing dividend growth?

Which sectors and industries have which bumpiness:
Sector: N/A
        Industry: N/A
                   3 -- Apollo Bancorp Inc (APLO)
                   9 -- BAE Systems Plc (BAESY)
                  24 -- Riverview Financial Corp (New) (RIVE)
                  35 -- ASSA ABLOY AB (ASAZY)
                  35 -- Alfa-Laval AB (ALFVY)
                  42 -- Nestle SA (NSRGY)
                  45 -- GrandSouth Bancorporation (GRRB)
                  63 -- Marketing Alliance Inc (MAAL)
                  68 -- Bank Utica (N.Y.) (BKUTK)
                  68 -- Telenor ASA (TELNY)
                  70 -- WPP Plc (New) (WPPGY)
                  72 -- Armanino Foods of Distinction Inc. (AMNF)
                 101 -- Malaga Financial Corp (MLGF)
                 117 -- PC-Tel Inc (PCTI)
        End of Industry: N/A

           3 -- Apollo Bancorp Inc (APLO)
           9 -- BAE Systems Plc (BAESY)
          24 -- Riverview Financial Corp (New) (RIVE)
          35 -- ASSA ABLOY AB (ASAZY)
          35 -- Alfa-Laval AB (ALFVY)
          42 -- Nestle SA (NSRGY)
          45 -- GrandSouth Bancorporation (GRRB)
          63 -- Marketing Alliance Inc (MAAL)
          68 -- Bank Utica (N.Y.) (BKUTK)
          68 -- Telenor ASA (TELNY)
          70 -- WPP Plc (New) (WPPGY)
          72 -- Armanino Foods of Distinction Inc. (AMNF)
         101 -- Malaga Financial Corp (MLGF)
         117 -- PC-Tel Inc (PCTI)
End of Sector: N/A

Sector: basic materials
        Industry: agricultural chemicals
                   4 -- Compass Minerals International Inc (CMP)
                   8 -- Du Pont (E.I.) de Nemours & Co (DD)
                  14 -- Monsanto Co (MON)
                  30 -- Scotts Miracle-Gro Co (The) (SMG)
                  42 -- Syngenta AG (SYT)
                  65 -- Potash Corp. of Saskatchewan Inc. (POT)
                  86 -- Agrium Inc. (AGU)
                  93 -- Mosaic Co (The) (MOS)
        End of Industry: agricultural chemicals

        Industry: aluminum
                  13 -- Quanex Building Products Corp (NX)
                  27 -- Alcoa Corporation (AA)
        End of Industry: aluminum

        Industry: chemicals - major diversified
                   9 -- Eastman Chemical Co (EMN)
                   9 -- Schulman (A.) Inc. (SHLM)
                  11 -- Sherwin-Williams Co (The) (SHW)
                  20 -- Balchem Corp. (BCPC)
                  29 -- Dow Chemical Co. (DOW)
                  33 -- FMC Corp. (FMC)
                  36 -- Celanese Corp (DE) (CE)
                  63 -- Air Products & Chemicals Inc (APD)
                 213 -- Ashland Global Holdings Inc (ASH)
        End of Industry: chemicals - major diversified

        Industry: copper
                   7 -- Olin Corp. (OLN)
        End of Industry: copper

        Industry: gold
                  16 -- Royal Gold Inc (RGLD)
                  89 -- Newmont Mining Corp (Holding Co) (NEM)
        End of Industry: gold

        Industry: independent oil & gas
                  15 -- Occidental Petroleum Corp (OXY)
                  17 -- QUESTAR CORP (STR)
                  18 -- EOG Resources Inc. (EOG)
                  19 -- Suncor Energy Inc. (SU)
                  23 -- Cimarex Energy Co (XEC)
                  36 -- Noble Energy Inc. (NBL)
                  51 -- Canadian Natural Resources Ltd. (CNQ)
                  59 -- Cnooc Ltd. (CEO)
                 105 -- Enterprise Products Partners L.P. (EPD)
                 169 -- Marathon Oil Corp. (MRO)
        End of Industry: independent oil & gas

        Industry: industrial metals & minerals
                  97 -- Allegheny Technologies Inc (ATI)
                 105 -- Natural Resources Partners L.P. (NRP)
                 182 -- Alliance Resource Partners LP (ARLP)
                 238 -- BHP Billiton Ltd. (BHP)
                 238 -- BHP Billiton Plc (BBL)
        End of Industry: industrial metals & minerals

        Industry: major integrated oil & gas
                   6 -- Chevron Corporation (CVX)
                   7 -- Exxon Mobil Corp (XOM)
                  24 -- China Petroleum & Chemical Corp. Inc (SNP)
                 128 -- ConocoPhillips (COP)
        End of Industry: major integrated oil & gas

        Industry: nonmetallic mineral mining
                  61 -- Alliance Holdings Group LP (AHGP)
        End of Industry: nonmetallic mineral mining

        Industry: oil & gas drilling & exploration
                 153 -- Helmerich & Payne Inc. (HP)
                 250 -- Cenovus Energy Inc. (CVE)
                 486 -- Noble Corp plc (NE)
                1307 -- Ensco plc (ESV)
                1578 -- Vanguard Natural Resources LLC (VNR)
                2470 -- EV Energy Partners LP (EVEP)
        End of Industry: oil & gas drilling & exploration

        Industry: oil & gas equipment & services
                  15 -- Schlumberger Ltd. (SLB)
                 113 -- Core Laboratories N.V. (Netherlands) (CLB)
                 135 -- National Oilwell Varco Inc (NOV)
        End of Industry: oil & gas equipment & services

        Industry: oil & gas pipelines
                   3 -- Blueknight Energy Partners LP (BKEP)
                   5 -- ONEOK Partners LP (OKS)
                   6 -- Martin Midstream Partners LP (MMLP)
                   6 -- Plains All American Pipeline LP (PAA)
                   7 -- Buckeye Partners LP (BPL)
                   7 -- Enbridge Energy Partners L.P. (EEP)
                  10 -- Enbridge Inc (ENB)
                  16 -- Sunoco Logistics Partners LP (SXL)
                  17 -- DCP Midstream LP (DPM)
                  18 -- Magellan Midstream Partners LP (MMP)
                  34 -- NuStar Energy LP (NS)
                  39 -- Energy Transfer Equity LP (ETE)
                  51 -- Western Gas Partners LP (WES)
                  59 -- TransMontaigne Partners L.P. (TLP)
                  61 -- Boardwalk Pipeline Partners LP (BWP)
                  69 -- Williams Cos Inc (The) (WMB)
                  82 -- Genesis Energy L.P. (GEL)
                 101 -- Energy Transfer Partners LP (ETP)
                 108 -- Spectra Energy Partners LP (SEP)
                 113 -- Holly Energy Partners LP (HEP)
                 127 -- NuStar GP Holdings LLC (NSH)
        End of Industry: oil & gas pipelines

        Industry: oil & gas refining & marketing
                   7 -- Imperial Oil Ltd (IMO)
                  12 -- Murphy Oil Corp (MUR)
                  53 -- Valero Energy Corp. (VLO)
                 225 -- Calumet Specialty Product Partners LP (CLMT)
        End of Industry: oil & gas refining & marketing

        Industry: specialty chemicals
                   6 -- Fuller (H.B.) Company (FUL)
                   7 -- Quaker Chemical Corp. (KWR)
                   8 -- Sensient Technologies Corp. (SXT)
                  13 -- Cabot Corp. (CBT)
                  18 -- International Flavors & Fragrances Inc. (IFF)
                  28 -- Oil-Dri Corp. of America (ODC)
                  30 -- Methanex Corp (MEOH)
                  31 -- PolyOne Corp. (POL)
                  34 -- NewMarket Corp (NEU)
                  40 -- ClearBridge Energy MLP Fund Inc (CEM)
                  95 -- Westlake Chemical Corp (WLK)
                 207 -- Williams Partners LP (New) (WPZ)
        End of Industry: specialty chemicals

        Industry: steel & iron
                  61 -- Nucor Corp. (NUE)
                1414 -- Harsco Corp. (HSC)
        End of Industry: steel & iron

        Industry: synthetics
                   9 -- Albemarle Corp. (ALB)
                  16 -- Hawkins Inc (HWKN)
                  19 -- Praxair Inc (PX)
        End of Industry: synthetics

           3 -- Blueknight Energy Partners LP (BKEP)
           4 -- Compass Minerals International Inc (CMP)
           5 -- ONEOK Partners LP (OKS)
           6 -- Chevron Corporation (CVX)
           6 -- Fuller (H.B.) Company (FUL)
           6 -- Martin Midstream Partners LP (MMLP)
           6 -- Plains All American Pipeline LP (PAA)
           7 -- Buckeye Partners LP (BPL)
           7 -- Enbridge Energy Partners L.P. (EEP)
           7 -- Exxon Mobil Corp (XOM)
           7 -- Imperial Oil Ltd (IMO)
           7 -- Olin Corp. (OLN)
           7 -- Quaker Chemical Corp. (KWR)
           8 -- Du Pont (E.I.) de Nemours & Co (DD)
           8 -- Sensient Technologies Corp. (SXT)
           9 -- Albemarle Corp. (ALB)
           9 -- Eastman Chemical Co (EMN)
           9 -- Schulman (A.) Inc. (SHLM)
          10 -- Enbridge Inc (ENB)
          11 -- Sherwin-Williams Co (The) (SHW)
          12 -- Murphy Oil Corp (MUR)
          13 -- Cabot Corp. (CBT)
          13 -- Quanex Building Products Corp (NX)
          14 -- Monsanto Co (MON)
          15 -- Occidental Petroleum Corp (OXY)
          15 -- Schlumberger Ltd. (SLB)
          16 -- Hawkins Inc (HWKN)
          16 -- Royal Gold Inc (RGLD)
          16 -- Sunoco Logistics Partners LP (SXL)
          17 -- DCP Midstream LP (DPM)
          17 -- QUESTAR CORP (STR)
          18 -- EOG Resources Inc. (EOG)
          18 -- International Flavors & Fragrances Inc. (IFF)
          18 -- Magellan Midstream Partners LP (MMP)
          19 -- Praxair Inc (PX)
          19 -- Suncor Energy Inc. (SU)
          20 -- Balchem Corp. (BCPC)
          23 -- Cimarex Energy Co (XEC)
          24 -- China Petroleum & Chemical Corp. Inc (SNP)
          27 -- Alcoa Corporation (AA)
          28 -- Oil-Dri Corp. of America (ODC)
          29 -- Dow Chemical Co. (DOW)
          30 -- Methanex Corp (MEOH)
          30 -- Scotts Miracle-Gro Co (The) (SMG)
          31 -- PolyOne Corp. (POL)
          33 -- FMC Corp. (FMC)
          34 -- NewMarket Corp (NEU)
          34 -- NuStar Energy LP (NS)
          36 -- Celanese Corp (DE) (CE)
          36 -- Noble Energy Inc. (NBL)
          39 -- Energy Transfer Equity LP (ETE)
          40 -- ClearBridge Energy MLP Fund Inc (CEM)
          42 -- Syngenta AG (SYT)
          51 -- Canadian Natural Resources Ltd. (CNQ)
          51 -- Western Gas Partners LP (WES)
          53 -- Valero Energy Corp. (VLO)
          59 -- Cnooc Ltd. (CEO)
          59 -- TransMontaigne Partners L.P. (TLP)
          61 -- Alliance Holdings Group LP (AHGP)
          61 -- Boardwalk Pipeline Partners LP (BWP)
          61 -- Nucor Corp. (NUE)
          63 -- Air Products & Chemicals Inc (APD)
          65 -- Potash Corp. of Saskatchewan Inc. (POT)
          69 -- Williams Cos Inc (The) (WMB)
          82 -- Genesis Energy L.P. (GEL)
          86 -- Agrium Inc. (AGU)
          89 -- Newmont Mining Corp (Holding Co) (NEM)
          93 -- Mosaic Co (The) (MOS)
          95 -- Westlake Chemical Corp (WLK)
          97 -- Allegheny Technologies Inc (ATI)
         101 -- Energy Transfer Partners LP (ETP)
         105 -- Enterprise Products Partners L.P. (EPD)
         105 -- Natural Resources Partners L.P. (NRP)
         108 -- Spectra Energy Partners LP (SEP)
         113 -- Core Laboratories N.V. (Netherlands) (CLB)
         113 -- Holly Energy Partners LP (HEP)
         127 -- NuStar GP Holdings LLC (NSH)
         128 -- ConocoPhillips (COP)
         135 -- National Oilwell Varco Inc (NOV)
         153 -- Helmerich & Payne Inc. (HP)
         169 -- Marathon Oil Corp. (MRO)
         182 -- Alliance Resource Partners LP (ARLP)
         207 -- Williams Partners LP (New) (WPZ)
         213 -- Ashland Global Holdings Inc (ASH)
         225 -- Calumet Specialty Product Partners LP (CLMT)
         238 -- BHP Billiton Ltd. (BHP)
         238 -- BHP Billiton Plc (BBL)
         250 -- Cenovus Energy Inc. (CVE)
         486 -- Noble Corp plc (NE)
        1307 -- Ensco plc (ESV)
        1414 -- Harsco Corp. (HSC)
        1578 -- Vanguard Natural Resources LLC (VNR)
        2470 -- EV Energy Partners LP (EVEP)
End of Sector: basic materials

Sector: conglomerates
        Industry: conglomerates
                   5 -- PPG Industries Inc (PPG)
                   6 -- United Technologies Corp (UTX)
                  11 -- 3M Co (MMM)
                  16 -- Northrop Grumman Corp (NOC)
                  27 -- General Electric Co (GE)
                  42 -- Textron Inc (TXT)
        End of Industry: conglomerates

           5 -- PPG Industries Inc (PPG)
           6 -- United Technologies Corp (UTX)
          11 -- 3M Co (MMM)
          16 -- Northrop Grumman Corp (NOC)
          27 -- General Electric Co (GE)
          42 -- Textron Inc (TXT)
End of Sector: conglomerates

Sector: consumer goods
        Industry: appliances
                  10 -- Whirlpool Corp (WHR)
                 217 -- National Presto Industries Inc. (NPK)
        End of Industry: appliances

        Industry: auto parts
                   9 -- Clarcor Inc. (CLC)
                  32 -- Standard Motor Products Inc. (SMP)
                  36 -- Monro Muffler Brake Inc. (MNRO)
                  40 -- Douglas Dynamics Inc. (PLOW)
                  63 -- BorgWarner Inc (BWA)
                  83 -- Gentex Corp. (GNTX)
                  98 -- Autoliv Inc. (ALV)
                 143 -- Miller Industries Inc. (TN) (MLR)
                 187 -- Johnson Controls International plc (JCI)
                1897 -- Superior Industries International Inc. (SUP)
        End of Industry: auto parts

        Industry: beverages - brewers
                  15 -- Molson Coors Brewing Co. (TAP)
                  66 -- Anheuser-Busch InBev SA/NV (BUD)
        End of Industry: beverages - brewers

        Industry: beverages - soft drinks
                   4 -- Coca-Cola Co (The) (KO)
                  11 -- Dr Pepper Snapple Group Inc (DPS)
                  45 -- Coca-Cola FEMSA SAB de CV (KOF)
                 474 -- Coca-Cola European Partners plc (CCE)
        End of Industry: beverages - soft drinks

        Industry: beverages - wineries & distillers
                  38 -- Diageo Plc (DEO)
        End of Industry: beverages - wineries & distillers

        Industry: business equipment
                   7 -- HNI Corp (HNI)
                   9 -- Diebold Nixdorf Inc (DBD)
                  16 -- Pitney Bowes Inc (PBI)
                  31 -- Xerox Corp (XRX)
                  53 -- LSI Industries Inc. (LYTS)
                  83 -- Miller (Herman) Inc. (MLHR)
        End of Industry: business equipment

        Industry: cigarettes
                  12 -- British American Tobacco Plc (United Kingdom) (BTI)
                  29 -- Altria Group Inc (MO)
                  37 -- Philip Morris International Inc (PM)
                  37 -- Vector Group Ltd (VGR)
                  69 -- Reynolds American Inc (RAI)
        End of Industry: cigarettes

        Industry: cleaning products
                   4 -- Stepan Co. (SCL)
                   6 -- Clorox Co (The) (CLX)
                   7 -- Ecolab Inc (ECL)
                  47 -- Church & Dwight Co Inc (CHD)
        End of Industry: cleaning products

        Industry: confectioners
                   5 -- Hershey Company (The) (HSY)
                   9 -- Tootsie Roll Industries Inc (TR)
        End of Industry: confectioners

        Industry: electronic equipment
                  50 -- Apple Inc (AAPL)
                  69 -- Harman International Industries Inc (HAR)
        End of Industry: electronic equipment

        Industry: farm products
                   3 -- Calavo Growers Inc. (CVGW)
                  15 -- Andersons Inc (ANDE)
                  74 -- Bunge Ltd. (BG)
                  80 -- Limoneira Co (LMNR)
        End of Industry: farm products

        Industry: food - major diversified
                  10 -- Lancaster Colony Corp. (LANC)
                  23 -- Archer Daniels Midland Co. (ADM)
                  32 -- Unilever Plc (United Kingdom) (UL)
        End of Industry: food - major diversified

        Industry: home furnishings & fixtures
                   7 -- Flexsteel Industries Inc. (FLXS)
                  15 -- Leggett & Platt Inc. (LEG)
                  46 -- Ethan Allen Interiors Inc. (ETH)
                  70 -- Bassett Furniture Industries Inc (BSET)
                 169 -- La-Z-Boy Inc. (LZB)
        End of Industry: home furnishings & fixtures

        Industry: housewares & accessories
                  38 -- Newell Brands Inc (NWL)
        End of Industry: housewares & accessories

        Industry: meat products
                  27 -- Hormel Foods Corp. (HRL)
                  27 -- Tyson Foods Inc. (TSN)
                  55 -- Sanderson Farms Inc (SAFM)
                  72 -- Pilgrims Pride Corp. (PPC)
        End of Industry: meat products

        Industry: office supplies
                   2 -- Spire Inc (SR)
                  18 -- Staples Inc (SPLS)
                  47 -- Acme United Corp. (ACU)
        End of Industry: office supplies

        Industry: packaging & containers
                   8 -- Bemis Co Inc (BMS)
                  11 -- Sealed Air Corp (SEE)
                  20 -- Ball Corp (BLL)
                  20 -- Silgan Holdings Inc. (SLGN)
                  24 -- Greif Inc (GEF)
                  66 -- Tupperware Brands Corp (TUP)
        End of Industry: packaging & containers

        Industry: paper & paper products
                   9 -- Sonoco Products Co. (SON)
                  10 -- Kimberly-Clark Corp. (KMB)
                  17 -- Neenah Paper Inc (NP)
                  20 -- Avery Dennison Corp. (AVY)
                  55 -- International Paper Co (IP)
                  60 -- Domtar Corp (UFS)
        End of Industry: paper & paper products

        Industry: personal products
                   4 -- Procter & Gamble Co. (PG)
                   5 -- Colgate-Palmolive Co. (CL)
                  20 -- NU Skin Enterprises Inc. (NUS)
                  43 -- United-Guardian Inc. (UG)
                  67 -- Lauder (Estee) Cos. Inc. (The) (EL)
        End of Industry: personal products

        Industry: processed & packaged goods
                   5 -- Kellogg Co (K)
                   6 -- General Mills Inc. (GIS)
                   8 -- B&G Foods Inc (BGS)
                  10 -- Campbell Soup Co. (CPB)
                  11 -- McCormick & Co Inc (MKC)
                  12 -- Conagra Brands Inc (CAG)
                  12 -- PepsiCo Inc (PEP)
                  23 -- Mead Johnson Nutrition Co (MJN)
                  36 -- Unilever N.V. (UN)
                  43 -- J&J Snack Foods Corp. (JJSF)
                  73 -- Smucker (J.M.) Co. (SJM)
                 231 -- Flowers Foods Inc. (FLO)
        End of Industry: processed & packaged goods

        Industry: recreational goods, other
                  50 -- Movado Group Inc. (MOV)
        End of Industry: recreational goods, other

        Industry: recreational vehicles
                  38 -- Harley-Davidson Inc (HOG)
                  65 -- Thor Industries Inc. (THO)
                 282 -- Polaris Industries Inc. (PII)
        End of Industry: recreational vehicles

        Industry: rubber & plastics
                   9 -- Carlisle Companies Inc. (CSL)
                  15 -- Myers Industries Inc. (MYE)
                  28 -- AptarGroup Inc. (ATR)
        End of Industry: rubber & plastics

        Industry: sporting goods
                  16 -- Pool Corp (POOL)
                  62 -- Escalade Inc. (ESCA)
        End of Industry: sporting goods

        Industry: textile - apparel clothing
                  12 -- PVH Corp (PVH)
                  20 -- VF Corp. (VFC)
                  27 -- Gildan Activewear Inc (GIL)
                  39 -- Ralph Lauren Corp (RL)
                  93 -- Columbia Sportswear Co. (COLM)
        End of Industry: textile - apparel clothing

        Industry: textile - apparel footware & accessories
                  61 -- Weyco Group Inc (WEYS)
        End of Industry: textile - apparel footware & accessories

        Industry: textile - apparel footwear & accessories
                  24 -- Wolverine World Wide Inc. (WWW)
                  26 -- NIKE Inc (NKE)
                  42 -- Coach Inc. (COH)
        End of Industry: textile - apparel footwear & accessories

        Industry: tobacco products, other
                  16 -- Universal Corp (UVV)
                 199 -- ProShares Trust (UST)
        End of Industry: tobacco products, other

        Industry: toys & games
                  27 -- Hasbro Inc. (HAS)
                 181 -- Mattel Inc (MAT)
        End of Industry: toys & games

        Industry: trucks & other vehicles
                  25 -- PACCAR Inc. (PCAR)
                 162 -- Oshkosh Corp (New) (OSK)
        End of Industry: trucks & other vehicles

           2 -- Spire Inc (SR)
           3 -- Calavo Growers Inc. (CVGW)
           4 -- Coca-Cola Co (The) (KO)
           4 -- Procter & Gamble Co. (PG)
           4 -- Stepan Co. (SCL)
           5 -- Colgate-Palmolive Co. (CL)
           5 -- Hershey Company (The) (HSY)
           5 -- Kellogg Co (K)
           6 -- Clorox Co (The) (CLX)
           6 -- General Mills Inc. (GIS)
           7 -- Ecolab Inc (ECL)
           7 -- Flexsteel Industries Inc. (FLXS)
           7 -- HNI Corp (HNI)
           8 -- B&G Foods Inc (BGS)
           8 -- Bemis Co Inc (BMS)
           9 -- Carlisle Companies Inc. (CSL)
           9 -- Clarcor Inc. (CLC)
           9 -- Diebold Nixdorf Inc (DBD)
           9 -- Sonoco Products Co. (SON)
           9 -- Tootsie Roll Industries Inc (TR)
          10 -- Campbell Soup Co. (CPB)
          10 -- Kimberly-Clark Corp. (KMB)
          10 -- Lancaster Colony Corp. (LANC)
          10 -- Whirlpool Corp (WHR)
          11 -- Dr Pepper Snapple Group Inc (DPS)
          11 -- McCormick & Co Inc (MKC)
          11 -- Sealed Air Corp (SEE)
          12 -- British American Tobacco Plc (United Kingdom) (BTI)
          12 -- Conagra Brands Inc (CAG)
          12 -- PVH Corp (PVH)
          12 -- PepsiCo Inc (PEP)
          15 -- Andersons Inc (ANDE)
          15 -- Leggett & Platt Inc. (LEG)
          15 -- Molson Coors Brewing Co. (TAP)
          15 -- Myers Industries Inc. (MYE)
          16 -- Pitney Bowes Inc (PBI)
          16 -- Pool Corp (POOL)
          16 -- Universal Corp (UVV)
          17 -- Neenah Paper Inc (NP)
          18 -- Staples Inc (SPLS)
          20 -- Avery Dennison Corp. (AVY)
          20 -- Ball Corp (BLL)
          20 -- NU Skin Enterprises Inc. (NUS)
          20 -- Silgan Holdings Inc. (SLGN)
          20 -- VF Corp. (VFC)
          23 -- Archer Daniels Midland Co. (ADM)
          23 -- Mead Johnson Nutrition Co (MJN)
          24 -- Greif Inc (GEF)
          24 -- Wolverine World Wide Inc. (WWW)
          25 -- PACCAR Inc. (PCAR)
          26 -- NIKE Inc (NKE)
          27 -- Gildan Activewear Inc (GIL)
          27 -- Hasbro Inc. (HAS)
          27 -- Hormel Foods Corp. (HRL)
          27 -- Tyson Foods Inc. (TSN)
          28 -- AptarGroup Inc. (ATR)
          29 -- Altria Group Inc (MO)
          31 -- Xerox Corp (XRX)
          32 -- Standard Motor Products Inc. (SMP)
          32 -- Unilever Plc (United Kingdom) (UL)
          36 -- Monro Muffler Brake Inc. (MNRO)
          36 -- Unilever N.V. (UN)
          37 -- Philip Morris International Inc (PM)
          37 -- Vector Group Ltd (VGR)
          38 -- Diageo Plc (DEO)
          38 -- Harley-Davidson Inc (HOG)
          38 -- Newell Brands Inc (NWL)
          39 -- Ralph Lauren Corp (RL)
          40 -- Douglas Dynamics Inc. (PLOW)
          42 -- Coach Inc. (COH)
          43 -- J&J Snack Foods Corp. (JJSF)
          43 -- United-Guardian Inc. (UG)
          45 -- Coca-Cola FEMSA SAB de CV (KOF)
          46 -- Ethan Allen Interiors Inc. (ETH)
          47 -- Acme United Corp. (ACU)
          47 -- Church & Dwight Co Inc (CHD)
          50 -- Apple Inc (AAPL)
          50 -- Movado Group Inc. (MOV)
          53 -- LSI Industries Inc. (LYTS)
          55 -- International Paper Co (IP)
          55 -- Sanderson Farms Inc (SAFM)
          60 -- Domtar Corp (UFS)
          61 -- Weyco Group Inc (WEYS)
          62 -- Escalade Inc. (ESCA)
          63 -- BorgWarner Inc (BWA)
          65 -- Thor Industries Inc. (THO)
          66 -- Anheuser-Busch InBev SA/NV (BUD)
          66 -- Tupperware Brands Corp (TUP)
          67 -- Lauder (Estee) Cos. Inc. (The) (EL)
          69 -- Harman International Industries Inc (HAR)
          69 -- Reynolds American Inc (RAI)
          70 -- Bassett Furniture Industries Inc (BSET)
          72 -- Pilgrims Pride Corp. (PPC)
          73 -- Smucker (J.M.) Co. (SJM)
          74 -- Bunge Ltd. (BG)
          80 -- Limoneira Co (LMNR)
          83 -- Gentex Corp. (GNTX)
          83 -- Miller (Herman) Inc. (MLHR)
          93 -- Columbia Sportswear Co. (COLM)
          98 -- Autoliv Inc. (ALV)
         143 -- Miller Industries Inc. (TN) (MLR)
         162 -- Oshkosh Corp (New) (OSK)
         169 -- La-Z-Boy Inc. (LZB)
         181 -- Mattel Inc (MAT)
         187 -- Johnson Controls International plc (JCI)
         199 -- ProShares Trust (UST)
         217 -- National Presto Industries Inc. (NPK)
         231 -- Flowers Foods Inc. (FLO)
         282 -- Polaris Industries Inc. (PII)
         474 -- Coca-Cola European Partners plc (CCE)
        1897 -- Superior Industries International Inc. (SUP)
End of Sector: consumer goods

Sector: financial
        Industry: accident & health insurance
                  12 -- AFLAC Inc. (AFL)
                  15 -- Assurant Inc (AIZ)
                  15 -- Unum Group (UNM)
                  50 -- CNO Financial Group Inc (CNO)
                 117 -- ProAssurance Corp (PRA)
        End of Industry: accident & health insurance

        Industry: asset management
                   5 -- Bank of New York Mellon Corp (BK)
                   5 -- Evercore Partners Inc (EVR)
                  11 -- Eaton Vance Corp (EV)
                  11 -- Northern Trust Corp. (NTRS)
                  12 -- Waddell & Reed Financial Inc. (WDR)
                  13 -- PennantPark Investment Corporation (PNNT)
                  18 -- Invesco Ltd (IVZ)
                  23 -- Calamos Asset Management Inc (CLMS)
                  26 -- Principal Financial Group Inc. (PFG)
                  32 -- Triangle Capital Corp (TCAP)
                  37 -- Franklin Resources Inc. (BEN)
                  38 -- BlackRock Inc. (BLK)
                  45 -- Lazard Ltd (LAZ)
                  51 -- Federated Investors Inc (PA) (FII)
                  70 -- T Rowe Price Group Inc. (TROW)
                  83 -- Ameriprise Financial Inc (AMP)
                  91 -- KKR & Co LP (DE) (KKR)
                  91 -- Westwood Holdings Group Inc. (WHG)
                  94 -- Cohen & Steers Inc (CNS)
        End of Industry: asset management

        Industry: bank
                  70 -- Chesapeake Financial Shares Inc. (CPKF)
        End of Industry: bank

        Industry: credit services
                  24 -- Federal Agricultural Mortgage Corp (AGM)
                  29 -- Visa Inc (V)
                  30 -- Discover Financial Services (DFS)
                  43 -- Equifax Inc (EFX)
                  58 -- American Express Co. (AXP)
                 119 -- Western Union Co (WU)
                 147 -- Mastercard Inc (MA)
                 441 -- Capital One Financial Corp (COF)
        End of Industry: credit services

        Industry: diversified investments
                  39 -- CBOE Holdings Inc. (CBOE)
        End of Industry: diversified investments

        Industry: foreign money center banks
                  29 -- Banco Latinoamericano de Comercio Exterior S.A. (BLX)
                  92 -- Westpac Banking Corp (WBK)
                 121 -- East West Bancorp Inc (EWBC)
                 131 -- Barclays PLC (BCS)
        End of Industry: foreign money center banks

        Industry: foreign regional banks
                  15 -- HDFC Bank Ltd (HDB)
        End of Industry: foreign regional banks

        Industry: insurance brokers
                  12 -- Aon Plc (AON)
                  16 -- Marsh & McLennan Companies Inc. (MMC)
                  17 -- Brown & Brown Inc. (BRO)
                  23 -- Gallagher (Arthur J.) & Co. (AJG)
        End of Industry: insurance brokers

        Industry: investment brokerage - national
                   6 -- Goldman Sachs Group Inc. (GS)
                   7 -- Gladstone Investment Corp (GAIN)
                  21 -- Schwab (Charles) Corp. (SCHW)
                  46 -- Morgan Stanley (MS)
                  64 -- SEI Investments Co (SEIC)
                  69 -- JMP Group LLC (JMP)
                  78 -- CME Group Inc (CME)
                  98 -- MarketAxess Holdings Inc. (MKTX)
                 112 -- TD Ameritrade Holding Corp (AMTD)
        End of Industry: investment brokerage - national

        Industry: investment brokerage - regional
                  16 -- Raymond James Financial Inc. (RJF)
                  49 -- Legg Mason Inc. (LM)
        End of Industry: investment brokerage - regional

        Industry: life insurance
                   4 -- American National Insurance Co. (Galveston TX) (ANAT)
                   5 -- Kansas City Life Insurance Co (Kansas City MO) (KCLI)
                  15 -- Torchmark Corp. (TMK)
                  21 -- Reinsurance Group of America Inc. (RGA)
                  28 -- Prudential Financial Inc. (PRU)
                  30 -- American Equity Investment Life Holding Co (AEL)
                 140 -- Primerica Inc (PRI)
                 154 -- Lincoln National Corp. (LNC)
                 242 -- FBL Financial Group Inc. (FFG)
        End of Industry: life insurance

        Industry: money center banks
                   8 -- Bank of Montreal (BMO)
                  10 -- Bank of Nova Scotia Halifax (BNS)
                  12 -- Canadian Imperial Bank of Commerce (CM)
                  20 -- Royal Bank of Canada (Montreal Quebec) (RY)
                  59 -- Home BancShares Inc (HOMB)
                  74 -- Toronto Dominion Bank (TD)
                  77 -- KeyCorp (KEY)
        End of Industry: money center banks

        Industry: mortgage investment
                  50 -- Dynex Capital Inc. (DX)
                  53 -- Pennymac Mortgage Investment Trust (PMT)
        End of Industry: mortgage investment

        Industry: property & casualty insurance
                   2 -- Aspen Insurance Holdings Ltd (AHL)
                   3 -- Endurance Specialty Holdings Ltd (ENH)
                   4 -- EMC Insurance Group Inc. (EMCI)
                   7 -- Infinity Property & Casualty Corp (IPCC)
                   8 -- Donegal Group Inc. (DGICA)
                   9 -- Cincinnati Financial Corp. (CINF)
                  14 -- Travelers Companies Inc (The) (TRV)
                  15 -- Erie Indemnity Co. (ERIE)
                  16 -- Safety Insurance Group Inc. (SAFT)
                  19 -- Hanover Insurance Group Inc (THG)
                  21 -- Mercury General Corp. (MCY)
                  22 -- Chubb Ltd (CB)
                  24 -- Allstate Corp. (ALL)
                  25 -- Horace Mann Educators Corp. (HMN)
                  26 -- State Auto Financial Corp. (STFC)
                  35 -- National Interstate Corp (NATL)
                  36 -- AmTrust Financial Services Inc (AFSI)
                  43 -- Maiden Holdings Ltd (MHLD)
                  49 -- Hartford Financial Services Group Inc. (HIG)
                  54 -- Donegal Group Inc. (DGICB)
                  75 -- Everest Re Group Ltd (RE)
                  84 -- RenaissanceRe Holdings Ltd. (RNR)
                  96 -- Allied World Assurance Company Holdings AG (AWH)
                 110 -- Berkley (WR) Corp (WRB)
                 123 -- Celadon Group Inc. (CGI)
                 130 -- American International Group Inc (AIG)
                 139 -- RLI Corp. (RLI)
                 142 -- AXIS Capital Holdings Ltd (AXS)
                 188 -- XL Group Ltd (XL)
                 204 -- White Mountains Insurance Group Ltd. (WTM)
                 281 -- American Financial Group Inc (AFG)
        End of Industry: property & casualty insurance

        Industry: property management
                   2 -- Agree Realty Corp. (ADC)
                  13 -- W.P. Carey Inc (WPC)
                  50 -- Jones Lang LaSalle Inc (JLL)
        End of Industry: property management

        Industry: real estate development
                   4 -- Brookfield Asset Management Inc (BAM)
                   7 -- Texas Pacific Land Trust (TPL)
        End of Industry: real estate development

        Industry: regional - mid-atlantic banks
                   1 -- Bryn Mawr Bank Corp. (BMTC)
                   3 -- First Community Bancshares Inc. (NV) (FCBC)
                   4 -- C & F Financial Corp. (CFFI)
                   4 -- F & M Bank Corp. (FMBM)
                  10 -- Southside Bancshares Inc. (SBSI)
                  17 -- Bank Of South Carolina Corp. (BKSC)
                  20 -- Honat Bancorp Inc. (HONT)
                  23 -- WSFS Financial Corp (WSFS)
                  29 -- National Bankshares Inc. (VA) (NKSH)
                  30 -- BB&T Corp. (BBT)
                  30 -- Eagle Financial Services Inc. (EFSI)
                  40 -- City Holding Co. (CHCO)
                  44 -- Synovus Financial Corp. (SNV)
                  66 -- United Bankshares Inc (UBSI)
                  67 -- Access National Corp (ANCX)
                  93 -- Financial Institutions Inc. (FISI)
                  97 -- Bank of America Corp. (BAC)
                 281 -- Sandy Spring Bancorp Inc (SASR)
        End of Industry: regional - mid-atlantic banks

        Industry: regional - midwest banks
                   5 -- Commercial Bancshares Inc. (OH) (CMOH)
                   6 -- 1st Source Corp (SRCE)
                   9 -- Ohio Valley Banc Corp (OVBC)
                  13 -- Chemical Financial Corp (CHFC)
                  14 -- Associated Banc-Corp (ASB)
                  17 -- First Mid-Illinois Bancshares Inc (FMBH)
                  18 -- First Financial Corp. (IN) (THFF)
                  19 -- First Merchants Corp. (FRME)
                  20 -- Lakeland Financial Corp (LKFN)
                  21 -- Peoples Bancorp Inc. (Marietta OH) (PEBO)
                  23 -- Park National Corp. (Newark OH) (PRK)
                  26 -- Old National Bancorp (Evansville IN) (ONB)
                  27 -- PSB Holdings Inc (WI) (PSBQ)
                  40 -- Farmers & Merchants Bancorp Inc (OH) (FMAO)
                  48 -- FIRSTMERIT CORP (FMER)
                  56 -- Comerica Inc. (CMA)
                  59 -- U.S. Bancorp (DE) (USB)
                  70 -- Huntington Bancshares Inc (HBAN)
                 119 -- Cortland Bancorp (OH) (CLDB)
                 160 -- Fifth Third Bancorp (Cincinnati OH) (FITB)
        End of Industry: regional - midwest banks

        Industry: regional - northeast banks
                   3 -- Ames National Corp. (ATLO)
                   5 -- Codorus Valley Bancorp Inc. (CVLY)
                   5 -- Emclaire Financial Corp. (EMCF)
                   5 -- QNB Corp. (QNBC)
                   7 -- CCFNB Bancorp Inc. (CCFN)
                   8 -- Norwood Financial Corp. (NWFL)
                   9 -- Community Bank System Inc. (CBU)
                  10 -- Tompkins Financial Corp (TMP)
                  11 -- Bar Harbor Bankshares (BHB)
                  11 -- Harleysville Savings Financial Corp (HARL)
                  15 -- Lyons Bancorp Inc. (LYBC)
                  20 -- First Keystone Corp. (FKYS)
                  22 -- Hingham Institution for Savings (HIFS)
                  22 -- Horizon Bancorp (Michigan City IN) (HBNC)
                  23 -- Bank Utica (N.Y.) (BKUT)
                  24 -- Citizens Financial Services Inc (CZFS)
                  24 -- Washington Trust Bancorp Inc. (WASH)
                  25 -- M & T Bank Corp (MTB)
                  26 -- First of Long Island Corp. (FLIC)
                  34 -- Quaint Oak Bancorp Inc (QNTO)
                  35 -- Citizens Holding Co (CIZN)
                  35 -- Juniata Valley Financial Corp (JUVF)
                  40 -- Cambridge Bancorp (CATC)
                  40 -- Fulton Financial Corp. (PA) (FULT)
                  44 -- Oritani Financial Corp (DE) (ORIT)
                  54 -- Arrow Financial Corp. (AROW)
                  68 -- Independent Bank Corp. (MA) (INDB)
                  74 -- Orrstown Financial Services Inc. (ORRF)
                  80 -- Evans Bancorp Inc. (EVBN)
                  87 -- Valley National Bancorp (VLY)
                 112 -- Northfield Bancorp Inc (DE) (NFBK)
                 491 -- State Street Corp. (STT)
        End of Industry: regional - northeast banks

        Industry: regional - pacific banks
                   9 -- First Interstate BancSystem Inc. (FIBK)
                  11 -- Bank of Hawaii Corp (BOH)
                  11 -- WestAmerica Bancorporation (WABC)
                  12 -- Glacier Bancorp Inc. (GBCI)
                  15 -- Territorial Bancorp Inc (TBNK)
                  21 -- Northrim BancCorp Inc (NRIM)
                  32 -- High Country Bancorp Inc. (HCBC)
                  34 -- Eagle Bancorp Montana Inc. (EBMT)
                  37 -- Exchange Bank (Santa Rosa CA) (EXSR)
                  38 -- Bank of Marin Bancorp (BMRC)
                  41 -- FNB Bancorp (CA) (FNBG)
                  44 -- Farmers & Merchants Bancorp (Lodi CA) (FMCB)
                  71 -- Heritage Financial Corp. (WA) (HFWA)
        End of Industry: regional - pacific banks

        Industry: regional - southeast banks
                   8 -- Community Trust Bancorp Inc. (CTBI)
                   8 -- Trustmark Corp. (TRMK)
                  18 -- Minden Bancorp Inc. (MDNB)
                  23 -- FNB Corp (FNB)
                  26 -- Stock Yards Bancorp Inc (SYBT)
                  26 -- Thomasville Bancshares Inc. (THVB)
                  47 -- Auburn National Bancorp Inc. (AUBN)
                  66 -- Republic Bancorp Inc. (KY) (RBCAA)
                  73 -- Regions Financial Corp (RF)
                  77 -- Bank of the Ozarks Inc (OZRK)
                  84 -- Cardinal Financial Corp (CFNL)
                 103 -- BancorpSouth Inc. (BXS)
        End of Industry: regional - southeast banks

        Industry: regional - southwest banks
                   5 -- First Financial Bankshares Inc. (FFIN)
                   7 -- Commerce Bancshares Inc (CBSH)
                  23 -- BOK Financial Corp (BOKF)
                  23 -- UMB Financial Corp (UMBF)
                  24 -- CoBiz Financial Inc (COBZ)
                  27 -- BancFirst Corp. (Oklahoma City Okla) (BANF)
                  31 -- MidWestOne Financial Group Inc. (MOFG)
                  38 -- International Bancshares Corp. (IBOC)
                  41 -- Landmark Bancorp Inc (LARK)
                  72 -- Cullen/Frost Bankers Inc. (CFR)
        End of Industry: regional - southwest banks

        Industry: reit - diversified
                   4 -- National Retail Properties Inc (NNN)
                  19 -- Douglas Emmett Inc (DEI)
                  19 -- Public Storage (PSA)
                  30 -- Arbor Realty Trust Inc (ABR)
                  30 -- COLONY CAP INC (CLNY)
                  31 -- American Tower Corp (New) (AMT)
                  32 -- Starwood Property Trust Inc. (STWD)
                  43 -- Lexington Realty Trust (LXP)
                  87 -- Vornado Realty Trust (VNO)
                  99 -- Getty Realty Corp. (GTY)
                 126 -- Annaly Capital Management Inc (NLY)
        End of Industry: reit - diversified

        Industry: reit - healthcare facilities
                  10 -- National Health Investors Inc. (NHI)
                  10 -- Welltower Inc (HCN)
                  14 -- Universal Health Realty Income Trust (UHT)
                  19 -- Ventas Inc (VTR)
                  37 -- HCP Inc (HCP)
                  46 -- Healthcare Realty Trust Inc. (HR)
                  54 -- Geo Group Inc (The) (New) (GEO)
                 126 -- Medical Properties Trust Inc (MPW)
                 169 -- Omega Healthcare Investors Inc. (OHI)
                 191 -- LTC Properties Inc. (LTC)
        End of Industry: reit - healthcare facilities

        Industry: reit - hotel/motel
                   8 -- DiamondRock Hospitality Co. (DRH)
                  41 -- Ashford Hospitality Trust Inc (AHT)
                 104 -- LaSalle Hotel Properties (LHO)
                 108 -- Chesapeake Lodging Trust (CHSP)
                 109 -- Chatham Lodging Trust (CLDT)
        End of Industry: reit - hotel/motel

        Industry: reit - industrial
                   3 -- Monmouth Real Estate Investment Corp (MNR)
                  10 -- EastGroup Properties Inc. (EGP)
                  14 -- Terreno Realty Corp (TRNO)
                  15 -- Digital Realty Trust Inc (DLR)
                  53 -- Extra Space Storage Inc (EXR)
                  61 -- SOVRAN SELF STORAGE INC (SSS)
                  76 -- First Industrial Realty Trust Inc (FR)
                 132 -- Duke Realty Corp (DRE)
                 152 -- Prologis Inc (PLD)
        End of Industry: reit - industrial

        Industry: reit - office
                  13 -- Corporate Office Properties Trust (OFC)
                  47 -- Alexandria Real Estate Equities Inc. (ARE)
                 111 -- DuPont Fabros Technology Inc (DFT)
                 237 -- Mack Cali Realty Corp (CLI)
        End of Industry: reit - office

        Industry: reit - residential
                   1 -- AvalonBay Communities Inc. (AVB)
                   5 -- Sun Communities Inc. (SUI)
                  13 -- Mid-America Apartment Communities Inc (MAA)
                  14 -- UDR Inc (UDR)
                  36 -- Senior Housing Properties Trust (SNH)
                  48 -- Essex Property Trust Inc (ESS)
                  76 -- Equity Lifestyle Properties Inc (ELS)
                  98 -- AGNC Investment Corp (AGNC)
                 102 -- Apartment Investment & Management Co (AIV)
                 109 -- Camden Property Trust (CPT)
        End of Industry: reit - residential

        Industry: reit - retail
                   8 -- Federal Realty Investment Trust (MD) (FRT)
                  11 -- EPR Properties (EPR)
                  11 -- Regency Centers Corp (REG)
                  11 -- Taubman Centers Inc. (TCO)
                  20 -- Kimco Realty Corp. (KIM)
                  27 -- CBL & Associates Properties Inc (CBL)
                  28 -- Investors Real Estate Trust (IRET)
                  29 -- Washington Real Estate Investment Trust (WRE)
                  31 -- GENERAL GROWTH PPTYS INC NEW (GGP)
                  37 -- Macerich Co. (The) (MAC)
                  40 -- Retail Opportunity Investments Corp (ROIC)
                  48 -- Tanger Factory Outlet Centers Inc. (SKT)
                  63 -- Realty Income Corp (O)
                  69 -- Urstadt Biddle Properties Inc (UBA)
                  89 -- DDR Corp. (DDR)
                 149 -- Weingarten Realty Investors (WRI)
                 174 -- Simon Property Group Inc. (SPG)
                 188 -- Hospitality Properties Trust (HPT)
        End of Industry: reit - retail

        Industry: savings & loans
                   5 -- Enterprise Bancorp Inc. (MA) (EBTC)
                   5 -- First Capital Inc. (FCAP)
                   5 -- First Robinson Financial Corp. (FRFC)
                  13 -- Northwest Bancshares Inc. (MD) (NWBI)
                  19 -- Provident Financial Services Inc (PFS)
                  25 -- United Community Bancorp (IN) (UCBA)
                  30 -- United Financial Bancorp Inc (New) (UBNK)
                  34 -- First Defiance Financial Corp. (FDEF)
                  54 -- Columbia Banking System Inc (COLB)
                  65 -- Northeast Indiana Bancorp Inc. (NIDB)
                 100 -- Lake Shore Bancorp Inc (LSBK)
                 149 -- People's United Financial Inc (PBCT)
        End of Industry: savings & loans

        Industry: surety & title insurance
                   1 -- Assured Guaranty Ltd (AGO)
                  34 -- First American Financial Corp (FAF)
                  54 -- Fidelity National Financial Inc (FNF)
                  60 -- Old Republic International Corp. (ORI)
        End of Industry: surety & title insurance

           1 -- Assured Guaranty Ltd (AGO)
           1 -- AvalonBay Communities Inc. (AVB)
           1 -- Bryn Mawr Bank Corp. (BMTC)
           2 -- Agree Realty Corp. (ADC)
           2 -- Aspen Insurance Holdings Ltd (AHL)
           3 -- Ames National Corp. (ATLO)
           3 -- Endurance Specialty Holdings Ltd (ENH)
           3 -- First Community Bancshares Inc. (NV) (FCBC)
           3 -- Monmouth Real Estate Investment Corp (MNR)
           4 -- American National Insurance Co. (Galveston TX) (ANAT)
           4 -- Brookfield Asset Management Inc (BAM)
           4 -- C & F Financial Corp. (CFFI)
           4 -- EMC Insurance Group Inc. (EMCI)
           4 -- F & M Bank Corp. (FMBM)
           4 -- National Retail Properties Inc (NNN)
           5 -- Bank of New York Mellon Corp (BK)
           5 -- Codorus Valley Bancorp Inc. (CVLY)
           5 -- Commercial Bancshares Inc. (OH) (CMOH)
           5 -- Emclaire Financial Corp. (EMCF)
           5 -- Enterprise Bancorp Inc. (MA) (EBTC)
           5 -- Evercore Partners Inc (EVR)
           5 -- First Capital Inc. (FCAP)
           5 -- First Financial Bankshares Inc. (FFIN)
           5 -- First Robinson Financial Corp. (FRFC)
           5 -- Kansas City Life Insurance Co (Kansas City MO) (KCLI)
           5 -- QNB Corp. (QNBC)
           5 -- Sun Communities Inc. (SUI)
           6 -- 1st Source Corp (SRCE)
           6 -- Goldman Sachs Group Inc. (GS)
           7 -- CCFNB Bancorp Inc. (CCFN)
           7 -- Commerce Bancshares Inc (CBSH)
           7 -- Gladstone Investment Corp (GAIN)
           7 -- Infinity Property & Casualty Corp (IPCC)
           7 -- Texas Pacific Land Trust (TPL)
           8 -- Bank of Montreal (BMO)
           8 -- Community Trust Bancorp Inc. (CTBI)
           8 -- DiamondRock Hospitality Co. (DRH)
           8 -- Donegal Group Inc. (DGICA)
           8 -- Federal Realty Investment Trust (MD) (FRT)
           8 -- Norwood Financial Corp. (NWFL)
           8 -- Trustmark Corp. (TRMK)
           9 -- Cincinnati Financial Corp. (CINF)
           9 -- Community Bank System Inc. (CBU)
           9 -- First Interstate BancSystem Inc. (FIBK)
           9 -- Ohio Valley Banc Corp (OVBC)
          10 -- Bank of Nova Scotia Halifax (BNS)
          10 -- EastGroup Properties Inc. (EGP)
          10 -- National Health Investors Inc. (NHI)
          10 -- Southside Bancshares Inc. (SBSI)
          10 -- Tompkins Financial Corp (TMP)
          10 -- Welltower Inc (HCN)
          11 -- Bank of Hawaii Corp (BOH)
          11 -- Bar Harbor Bankshares (BHB)
          11 -- EPR Properties (EPR)
          11 -- Eaton Vance Corp (EV)
          11 -- Harleysville Savings Financial Corp (HARL)
          11 -- Northern Trust Corp. (NTRS)
          11 -- Regency Centers Corp (REG)
          11 -- Taubman Centers Inc. (TCO)
          11 -- WestAmerica Bancorporation (WABC)
          12 -- AFLAC Inc. (AFL)
          12 -- Aon Plc (AON)
          12 -- Canadian Imperial Bank of Commerce (CM)
          12 -- Glacier Bancorp Inc. (GBCI)
          12 -- Waddell & Reed Financial Inc. (WDR)
          13 -- Chemical Financial Corp (CHFC)
          13 -- Corporate Office Properties Trust (OFC)
          13 -- Mid-America Apartment Communities Inc (MAA)
          13 -- Northwest Bancshares Inc. (MD) (NWBI)
          13 -- PennantPark Investment Corporation (PNNT)
          13 -- W.P. Carey Inc (WPC)
          14 -- Associated Banc-Corp (ASB)
          14 -- Terreno Realty Corp (TRNO)
          14 -- Travelers Companies Inc (The) (TRV)
          14 -- UDR Inc (UDR)
          14 -- Universal Health Realty Income Trust (UHT)
          15 -- Assurant Inc (AIZ)
          15 -- Digital Realty Trust Inc (DLR)
          15 -- Erie Indemnity Co. (ERIE)
          15 -- HDFC Bank Ltd (HDB)
          15 -- Lyons Bancorp Inc. (LYBC)
          15 -- Territorial Bancorp Inc (TBNK)
          15 -- Torchmark Corp. (TMK)
          15 -- Unum Group (UNM)
          16 -- Marsh & McLennan Companies Inc. (MMC)
          16 -- Raymond James Financial Inc. (RJF)
          16 -- Safety Insurance Group Inc. (SAFT)
          17 -- Bank Of South Carolina Corp. (BKSC)
          17 -- Brown & Brown Inc. (BRO)
          17 -- First Mid-Illinois Bancshares Inc (FMBH)
          18 -- First Financial Corp. (IN) (THFF)
          18 -- Invesco Ltd (IVZ)
          18 -- Minden Bancorp Inc. (MDNB)
          19 -- Douglas Emmett Inc (DEI)
          19 -- First Merchants Corp. (FRME)
          19 -- Hanover Insurance Group Inc (THG)
          19 -- Provident Financial Services Inc (PFS)
          19 -- Public Storage (PSA)
          19 -- Ventas Inc (VTR)
          20 -- First Keystone Corp. (FKYS)
          20 -- Honat Bancorp Inc. (HONT)
          20 -- Kimco Realty Corp. (KIM)
          20 -- Lakeland Financial Corp (LKFN)
          20 -- Royal Bank of Canada (Montreal Quebec) (RY)
          21 -- Mercury General Corp. (MCY)
          21 -- Northrim BancCorp Inc (NRIM)
          21 -- Peoples Bancorp Inc. (Marietta OH) (PEBO)
          21 -- Reinsurance Group of America Inc. (RGA)
          21 -- Schwab (Charles) Corp. (SCHW)
          22 -- Chubb Ltd (CB)
          22 -- Hingham Institution for Savings (HIFS)
          22 -- Horizon Bancorp (Michigan City IN) (HBNC)
          23 -- BOK Financial Corp (BOKF)
          23 -- Bank Utica (N.Y.) (BKUT)
          23 -- Calamos Asset Management Inc (CLMS)
          23 -- FNB Corp (FNB)
          23 -- Gallagher (Arthur J.) & Co. (AJG)
          23 -- Park National Corp. (Newark OH) (PRK)
          23 -- UMB Financial Corp (UMBF)
          23 -- WSFS Financial Corp (WSFS)
          24 -- Allstate Corp. (ALL)
          24 -- Citizens Financial Services Inc (CZFS)
          24 -- CoBiz Financial Inc (COBZ)
          24 -- Federal Agricultural Mortgage Corp (AGM)
          24 -- Washington Trust Bancorp Inc. (WASH)
          25 -- Horace Mann Educators Corp. (HMN)
          25 -- M & T Bank Corp (MTB)
          25 -- United Community Bancorp (IN) (UCBA)
          26 -- First of Long Island Corp. (FLIC)
          26 -- Old National Bancorp (Evansville IN) (ONB)
          26 -- Principal Financial Group Inc. (PFG)
          26 -- State Auto Financial Corp. (STFC)
          26 -- Stock Yards Bancorp Inc (SYBT)
          26 -- Thomasville Bancshares Inc. (THVB)
          27 -- BancFirst Corp. (Oklahoma City Okla) (BANF)
          27 -- CBL & Associates Properties Inc (CBL)
          27 -- PSB Holdings Inc (WI) (PSBQ)
          28 -- Investors Real Estate Trust (IRET)
          28 -- Prudential Financial Inc. (PRU)
          29 -- Banco Latinoamericano de Comercio Exterior S.A. (BLX)
          29 -- National Bankshares Inc. (VA) (NKSH)
          29 -- Visa Inc (V)
          29 -- Washington Real Estate Investment Trust (WRE)
          30 -- American Equity Investment Life Holding Co (AEL)
          30 -- Arbor Realty Trust Inc (ABR)
          30 -- BB&T Corp. (BBT)
          30 -- COLONY CAP INC (CLNY)
          30 -- Discover Financial Services (DFS)
          30 -- Eagle Financial Services Inc. (EFSI)
          30 -- United Financial Bancorp Inc (New) (UBNK)
          31 -- American Tower Corp (New) (AMT)
          31 -- GENERAL GROWTH PPTYS INC NEW (GGP)
          31 -- MidWestOne Financial Group Inc. (MOFG)
          32 -- High Country Bancorp Inc. (HCBC)
          32 -- Starwood Property Trust Inc. (STWD)
          32 -- Triangle Capital Corp (TCAP)
          34 -- Eagle Bancorp Montana Inc. (EBMT)
          34 -- First American Financial Corp (FAF)
          34 -- First Defiance Financial Corp. (FDEF)
          34 -- Quaint Oak Bancorp Inc (QNTO)
          35 -- Citizens Holding Co (CIZN)
          35 -- Juniata Valley Financial Corp (JUVF)
          35 -- National Interstate Corp (NATL)
          36 -- AmTrust Financial Services Inc (AFSI)
          36 -- Senior Housing Properties Trust (SNH)
          37 -- Exchange Bank (Santa Rosa CA) (EXSR)
          37 -- Franklin Resources Inc. (BEN)
          37 -- HCP Inc (HCP)
          37 -- Macerich Co. (The) (MAC)
          38 -- Bank of Marin Bancorp (BMRC)
          38 -- BlackRock Inc. (BLK)
          38 -- International Bancshares Corp. (IBOC)
          39 -- CBOE Holdings Inc. (CBOE)
          40 -- Cambridge Bancorp (CATC)
          40 -- City Holding Co. (CHCO)
          40 -- Farmers & Merchants Bancorp Inc (OH) (FMAO)
          40 -- Fulton Financial Corp. (PA) (FULT)
          40 -- Retail Opportunity Investments Corp (ROIC)
          41 -- Ashford Hospitality Trust Inc (AHT)
          41 -- FNB Bancorp (CA) (FNBG)
          41 -- Landmark Bancorp Inc (LARK)
          43 -- Equifax Inc (EFX)
          43 -- Lexington Realty Trust (LXP)
          43 -- Maiden Holdings Ltd (MHLD)
          44 -- Farmers & Merchants Bancorp (Lodi CA) (FMCB)
          44 -- Oritani Financial Corp (DE) (ORIT)
          44 -- Synovus Financial Corp. (SNV)
          45 -- Lazard Ltd (LAZ)
          46 -- Healthcare Realty Trust Inc. (HR)
          46 -- Morgan Stanley (MS)
          47 -- Alexandria Real Estate Equities Inc. (ARE)
          47 -- Auburn National Bancorp Inc. (AUBN)
          48 -- Essex Property Trust Inc (ESS)
          48 -- FIRSTMERIT CORP (FMER)
          48 -- Tanger Factory Outlet Centers Inc. (SKT)
          49 -- Hartford Financial Services Group Inc. (HIG)
          49 -- Legg Mason Inc. (LM)
          50 -- CNO Financial Group Inc (CNO)
          50 -- Dynex Capital Inc. (DX)
          50 -- Jones Lang LaSalle Inc (JLL)
          51 -- Federated Investors Inc (PA) (FII)
          53 -- Extra Space Storage Inc (EXR)
          53 -- Pennymac Mortgage Investment Trust (PMT)
          54 -- Arrow Financial Corp. (AROW)
          54 -- Columbia Banking System Inc (COLB)
          54 -- Donegal Group Inc. (DGICB)
          54 -- Fidelity National Financial Inc (FNF)
          54 -- Geo Group Inc (The) (New) (GEO)
          56 -- Comerica Inc. (CMA)
          58 -- American Express Co. (AXP)
          59 -- Home BancShares Inc (HOMB)
          59 -- U.S. Bancorp (DE) (USB)
          60 -- Old Republic International Corp. (ORI)
          61 -- SOVRAN SELF STORAGE INC (SSS)
          63 -- Realty Income Corp (O)
          64 -- SEI Investments Co (SEIC)
          65 -- Northeast Indiana Bancorp Inc. (NIDB)
          66 -- Republic Bancorp Inc. (KY) (RBCAA)
          66 -- United Bankshares Inc (UBSI)
          67 -- Access National Corp (ANCX)
          68 -- Independent Bank Corp. (MA) (INDB)
          69 -- JMP Group LLC (JMP)
          69 -- Urstadt Biddle Properties Inc (UBA)
          70 -- Chesapeake Financial Shares Inc. (CPKF)
          70 -- Huntington Bancshares Inc (HBAN)
          70 -- T Rowe Price Group Inc. (TROW)
          71 -- Heritage Financial Corp. (WA) (HFWA)
          72 -- Cullen/Frost Bankers Inc. (CFR)
          73 -- Regions Financial Corp (RF)
          74 -- Orrstown Financial Services Inc. (ORRF)
          74 -- Toronto Dominion Bank (TD)
          75 -- Everest Re Group Ltd (RE)
          76 -- Equity Lifestyle Properties Inc (ELS)
          76 -- First Industrial Realty Trust Inc (FR)
          77 -- Bank of the Ozarks Inc (OZRK)
          77 -- KeyCorp (KEY)
          78 -- CME Group Inc (CME)
          80 -- Evans Bancorp Inc. (EVBN)
          83 -- Ameriprise Financial Inc (AMP)
          84 -- Cardinal Financial Corp (CFNL)
          84 -- RenaissanceRe Holdings Ltd. (RNR)
          87 -- Valley National Bancorp (VLY)
          87 -- Vornado Realty Trust (VNO)
          89 -- DDR Corp. (DDR)
          91 -- KKR & Co LP (DE) (KKR)
          91 -- Westwood Holdings Group Inc. (WHG)
          92 -- Westpac Banking Corp (WBK)
          93 -- Financial Institutions Inc. (FISI)
          94 -- Cohen & Steers Inc (CNS)
          96 -- Allied World Assurance Company Holdings AG (AWH)
          97 -- Bank of America Corp. (BAC)
          98 -- AGNC Investment Corp (AGNC)
          98 -- MarketAxess Holdings Inc. (MKTX)
          99 -- Getty Realty Corp. (GTY)
         100 -- Lake Shore Bancorp Inc (LSBK)
         102 -- Apartment Investment & Management Co (AIV)
         103 -- BancorpSouth Inc. (BXS)
         104 -- LaSalle Hotel Properties (LHO)
         108 -- Chesapeake Lodging Trust (CHSP)
         109 -- Camden Property Trust (CPT)
         109 -- Chatham Lodging Trust (CLDT)
         110 -- Berkley (WR) Corp (WRB)
         111 -- DuPont Fabros Technology Inc (DFT)
         112 -- Northfield Bancorp Inc (DE) (NFBK)
         112 -- TD Ameritrade Holding Corp (AMTD)
         117 -- ProAssurance Corp (PRA)
         119 -- Cortland Bancorp (OH) (CLDB)
         119 -- Western Union Co (WU)
         121 -- East West Bancorp Inc (EWBC)
         123 -- Celadon Group Inc. (CGI)
         126 -- Annaly Capital Management Inc (NLY)
         126 -- Medical Properties Trust Inc (MPW)
         130 -- American International Group Inc (AIG)
         131 -- Barclays PLC (BCS)
         132 -- Duke Realty Corp (DRE)
         139 -- RLI Corp. (RLI)
         140 -- Primerica Inc (PRI)
         142 -- AXIS Capital Holdings Ltd (AXS)
         147 -- Mastercard Inc (MA)
         149 -- People's United Financial Inc (PBCT)
         149 -- Weingarten Realty Investors (WRI)
         152 -- Prologis Inc (PLD)
         154 -- Lincoln National Corp. (LNC)
         160 -- Fifth Third Bancorp (Cincinnati OH) (FITB)
         169 -- Omega Healthcare Investors Inc. (OHI)
         174 -- Simon Property Group Inc. (SPG)
         188 -- Hospitality Properties Trust (HPT)
         188 -- XL Group Ltd (XL)
         191 -- LTC Properties Inc. (LTC)
         204 -- White Mountains Insurance Group Ltd. (WTM)
         237 -- Mack Cali Realty Corp (CLI)
         242 -- FBL Financial Group Inc. (FFG)
         281 -- American Financial Group Inc (AFG)
         281 -- Sandy Spring Bancorp Inc (SASR)
         441 -- Capital One Financial Corp (COF)
         491 -- State Street Corp. (STT)
End of Sector: financial

Sector: healthcare
        Industry: biotechnology
                  52 -- Amgen Inc (AMGN)
        End of Industry: biotechnology

        Industry: diagnostic substances
                  16 -- Meridian Bioscience Inc. (VIVO)
        End of Industry: diagnostic substances

        Industry: drug delivery
                  41 -- PetMed Express Inc (PETS)
        End of Industry: drug delivery

        Industry: drug manufacturers - major
                   5 -- Johnson & Johnson (JNJ)
                   6 -- Lilly (Eli) & Co (LLY)
                  13 -- Merck & Co Inc (MRK)
                  13 -- Novartis AG Basel (NVS)
                  16 -- Pfizer Inc (PFE)
                  31 -- GlaxoSmithKline Plc (GSK)
                  38 -- AstraZeneca Plc (AZN)
                  50 -- Abbott Laboratories (ABT)
                  67 -- Bristol-Myers Squibb Co. (BMY)
        End of Industry: drug manufacturers - major

        Industry: drug manufacturers - other
                  42 -- Teva Pharmaceutical Industries Ltd (TEVA)
                  54 -- Novo-Nordisk A/S (NVO)
        End of Industry: drug manufacturers - other

        Industry: drug related products
                   6 -- Perrigo Company plc (PRGO)
        End of Industry: drug related products

        Industry: health care plans
                   1 -- Humana Inc. (HUM)
                  31 -- Cigna Corp (CI)
                 393 -- Aetna Inc. (AET)
                 442 -- UnitedHealth Group Inc (UNH)
        End of Industry: health care plans

        Industry: home health care
                  27 -- Chemed Corp (CHE)
        End of Industry: home health care

        Industry: hospitals
                  83 -- Universal Health Services Inc. (UHS)
        End of Industry: hospitals

        Industry: long-term care facilities
                   2 -- Ensign Group Inc (ENSG)
                  11 -- National Healthcare Corp. (NHC)
        End of Industry: long-term care facilities

        Industry: medical appliances & equipment
                  13 -- Medtronic PLC (MDT)
                  13 -- Steris Plc (STE)
                  14 -- Span-America Medical Systems Inc. (SPAN)
                  16 -- MSA Safety Inc (MSA)
                  27 -- Smith & Nephew Plc (United Kingdom) (SNN)
                 101 -- Bio-Techne Corp (TECH)
        End of Industry: medical appliances & equipment

        Industry: medical equipment & supplies
                  11 -- PerkinElmer Inc. (PKI)
        End of Industry: medical equipment & supplies

        Industry: medical instruments & supplies
                   4 -- Hill-Rom Holdings Inc. (HRC)
                   5 -- Cantel Medical Corp (CMN)
                   8 -- Bard (CR) Inc (BCR)
                   9 -- West Pharmaceutical Services Inc. (WST)
                  15 -- Becton Dickinson and Co. (BDX)
                  27 -- Stryker Corp. (SYK)
                  31 -- Atrion Corp. (ATRI)
                  32 -- Utah Medical Products Inc. (UTMD)
                  61 -- DENTSPLY SIRONA Inc (XRAY)
                  84 -- Mesa Laboratories Inc. (MLAB)
                 171 -- Baxter International Inc. (BAX)
        End of Industry: medical instruments & supplies

        Industry: medical laboratories & research
                  28 -- Agilent Technologies Inc. (A)
                  32 -- Quest Diagnostics Inc. (DGX)
        End of Industry: medical laboratories & research

           1 -- Humana Inc. (HUM)
           2 -- Ensign Group Inc (ENSG)
           4 -- Hill-Rom Holdings Inc. (HRC)
           5 -- Cantel Medical Corp (CMN)
           5 -- Johnson & Johnson (JNJ)
           6 -- Lilly (Eli) & Co (LLY)
           6 -- Perrigo Company plc (PRGO)
           8 -- Bard (CR) Inc (BCR)
           9 -- West Pharmaceutical Services Inc. (WST)
          11 -- National Healthcare Corp. (NHC)
          11 -- PerkinElmer Inc. (PKI)
          13 -- Medtronic PLC (MDT)
          13 -- Merck & Co Inc (MRK)
          13 -- Novartis AG Basel (NVS)
          13 -- Steris Plc (STE)
          14 -- Span-America Medical Systems Inc. (SPAN)
          15 -- Becton Dickinson and Co. (BDX)
          16 -- MSA Safety Inc (MSA)
          16 -- Meridian Bioscience Inc. (VIVO)
          16 -- Pfizer Inc (PFE)
          27 -- Chemed Corp (CHE)
          27 -- Smith & Nephew Plc (United Kingdom) (SNN)
          27 -- Stryker Corp. (SYK)
          28 -- Agilent Technologies Inc. (A)
          31 -- Atrion Corp. (ATRI)
          31 -- Cigna Corp (CI)
          31 -- GlaxoSmithKline Plc (GSK)
          32 -- Quest Diagnostics Inc. (DGX)
          32 -- Utah Medical Products Inc. (UTMD)
          38 -- AstraZeneca Plc (AZN)
          41 -- PetMed Express Inc (PETS)
          42 -- Teva Pharmaceutical Industries Ltd (TEVA)
          50 -- Abbott Laboratories (ABT)
          52 -- Amgen Inc (AMGN)
          54 -- Novo-Nordisk A/S (NVO)
          61 -- DENTSPLY SIRONA Inc (XRAY)
          67 -- Bristol-Myers Squibb Co. (BMY)
          83 -- Universal Health Services Inc. (UHS)
          84 -- Mesa Laboratories Inc. (MLAB)
         101 -- Bio-Techne Corp (TECH)
         171 -- Baxter International Inc. (BAX)
         393 -- Aetna Inc. (AET)
         442 -- UnitedHealth Group Inc (UNH)
End of Sector: healthcare

Sector: industrial goods
        Industry: aerospace/defense - major diversified
                  63 -- Raytheon Co. (RTN)
        End of Industry: aerospace/defense - major diversified

        Industry: aerospace/defense products & services
                  11 -- General Dynamics Corp. (GD)
                  12 -- L3 Technologies Inc (LLL)
                  16 -- Curtiss-Wright Corp. (CW)
                  16 -- Heico Corp. (HEI)
                  18 -- Boeing Co. (The) (BA)
                  21 -- Lockheed Martin Corp (LMT)
                  25 -- Rockwell Collins Inc. (COL)
                  47 -- CAE Inc. (CAE)
                  53 -- Honeywell International Inc (HON)
                  87 -- Sturm Ruger & Co. Inc. (RGR)
        End of Industry: aerospace/defense products & services

        Industry: diversified machinery
                   3 -- AZZ Inc (AZZ)
                   4 -- Gorman-Rupp Co. (GRC)
                   5 -- Dover Corp (DOV)
                   6 -- Tennant Co. (TNC)
                   8 -- IDEX Corporation (IEX)
                   9 -- Illinois Tool Works Inc. (ITW)
                   9 -- Teleflex Incorporated (TFX)
                  10 -- Nordson Corp. (NDSN)
                  11 -- Hillenbrand Inc (HI)
                  14 -- Actuant Corp (ATU)
                  15 -- Crane Co. (CR)
                  15 -- Lennox International Inc (LII)
                  18 -- Graco Inc (GGG)
                  19 -- Briggs & Stratton Corp. (BGG)
                  31 -- Flowserve Corp (FLS)
                  33 -- Ingersoll-Rand Plc (IR)
                  44 -- ITT Inc (ITT)
                  52 -- Cummins Inc. (CMI)
                  80 -- ABB Ltd (ABB)
        End of Industry: diversified machinery

        Industry: farm & construction machinery
                  25 -- NACCO Industries Inc. (NC)
                  36 -- Caterpillar Inc. (CAT)
                  37 -- Deere & Co. (DE)
                  54 -- Lindsay Corp (LNN)
        End of Industry: farm & construction machinery

        Industry: general building materials
                   4 -- Griffon Corp. (GFF)
                   6 -- MDU Resources Group Inc. (MDU)
                  10 -- Apogee Enterprises Inc (APOG)
                  21 -- Martin Marietta Materials Inc. (MLM)
                  32 -- Valspar Corp (VAL)
                  79 -- Fastenal Co. (FAST)
                  92 -- RPM International Inc (DE) (RPM)
                 213 -- Vulcan Materials Co (Holding Company) (VMC)
        End of Industry: general building materials

        Industry: general contractors
                 132 -- Comfort Systems USA Inc (FIX)
        End of Industry: general contractors

        Industry: heavy construction
                  22 -- Granite Construction Inc. (GVA)
        End of Industry: heavy construction

        Industry: industrial electrical equipment
                  11 -- Regal Beloit Corp (RBC)
                  14 -- Rockwell Automation Inc. (ROK)
                  16 -- Eaton Corp plc (ETN)
                  21 -- Franklin Electric Co. Inc. (FELE)
                  24 -- Smith (A O) Corp (AOS)
                  26 -- Altra Industrial Motion Corp (AIMC)
                  31 -- AMETEK Inc. (AME)
                  44 -- Daktronics Inc. (DAKT)
                  84 -- Belden Inc (BDC)
        End of Industry: industrial electrical equipment

        Industry: industrial equipment & components
                   1 -- Barnes Group Inc. (B)
                   5 -- Emerson Electric Co. (EMR)
                   9 -- Pentair PLC (PNR)
                  11 -- Parker Hannifin Corp. (PH)
                  12 -- Chase Corp. (CCF)
                  15 -- Roper Technologies Inc (ROP)
        End of Industry: industrial equipment & components

        Industry: lumber, wood production
                  21 -- Masco Corp. (MAS)
                  35 -- Leucadia National Corp. (LUK)
                  38 -- Universal Forest Products Inc. (UFPI)
                 210 -- Weyerhaeuser Co (WY)
        End of Industry: lumber, wood production

        Industry: machine tools & accessories
                   6 -- Stanley Black & Decker Inc (SWK)
                   8 -- Kennametal Inc. (KMT)
                  22 -- Timken Co. (The) (TKR)
        End of Industry: machine tools & accessories

        Industry: metal fabrication
                  13 -- Valmont Industries Inc (VMI)
                  28 -- Reliance Steel & Aluminum Co. (RS)
                  42 -- United States Steel Corp. (X)
                  64 -- Matthews International Corp (MATW)
        End of Industry: metal fabrication

        Industry: pollution & treatment controls
                  16 -- Donaldson Co. Inc. (DCI)
        End of Industry: pollution & treatment controls

        Industry: residential construction
                  51 -- Horton (D.R.) Inc. (DHI)
                  67 -- PulteGroup Inc (PHM)
                  72 -- KB HOME (KBH)
                 154 -- Lennar Corp. (LEN)
        End of Industry: residential construction

        Industry: small tools & accessories
                  10 -- Snap-On Inc. (SNA)
                  11 -- WD-40 Co (WDFC)
                  27 -- Toro Company (The) (TTC)
                  30 -- Lincoln Electric Holdings Inc. (LECO)
        End of Industry: small tools & accessories

        Industry: textile industrial
                  42 -- Albany International Corp (AIN)
                 229 -- Culp Inc (CFI)
        End of Industry: textile industrial

        Industry: waste management
                  57 -- Ecology And Environment Inc. (EEI)
                 105 -- Republic Services Inc (RSG)
                 120 -- Waste Connections Inc (Canada) (WCN)
                2039 -- Waste Management Inc. (DE) (WM)
        End of Industry: waste management

           1 -- Barnes Group Inc. (B)
           3 -- AZZ Inc (AZZ)
           4 -- Gorman-Rupp Co. (GRC)
           4 -- Griffon Corp. (GFF)
           5 -- Dover Corp (DOV)
           5 -- Emerson Electric Co. (EMR)
           6 -- MDU Resources Group Inc. (MDU)
           6 -- Stanley Black & Decker Inc (SWK)
           6 -- Tennant Co. (TNC)
           8 -- IDEX Corporation (IEX)
           8 -- Kennametal Inc. (KMT)
           9 -- Illinois Tool Works Inc. (ITW)
           9 -- Pentair PLC (PNR)
           9 -- Teleflex Incorporated (TFX)
          10 -- Apogee Enterprises Inc (APOG)
          10 -- Nordson Corp. (NDSN)
          10 -- Snap-On Inc. (SNA)
          11 -- General Dynamics Corp. (GD)
          11 -- Hillenbrand Inc (HI)
          11 -- Parker Hannifin Corp. (PH)
          11 -- Regal Beloit Corp (RBC)
          11 -- WD-40 Co (WDFC)
          12 -- Chase Corp. (CCF)
          12 -- L3 Technologies Inc (LLL)
          13 -- Valmont Industries Inc (VMI)
          14 -- Actuant Corp (ATU)
          14 -- Rockwell Automation Inc. (ROK)
          15 -- Crane Co. (CR)
          15 -- Lennox International Inc (LII)
          15 -- Roper Technologies Inc (ROP)
          16 -- Curtiss-Wright Corp. (CW)
          16 -- Donaldson Co. Inc. (DCI)
          16 -- Eaton Corp plc (ETN)
          16 -- Heico Corp. (HEI)
          18 -- Boeing Co. (The) (BA)
          18 -- Graco Inc (GGG)
          19 -- Briggs & Stratton Corp. (BGG)
          21 -- Franklin Electric Co. Inc. (FELE)
          21 -- Lockheed Martin Corp (LMT)
          21 -- Martin Marietta Materials Inc. (MLM)
          21 -- Masco Corp. (MAS)
          22 -- Granite Construction Inc. (GVA)
          22 -- Timken Co. (The) (TKR)
          24 -- Smith (A O) Corp (AOS)
          25 -- NACCO Industries Inc. (NC)
          25 -- Rockwell Collins Inc. (COL)
          26 -- Altra Industrial Motion Corp (AIMC)
          27 -- Toro Company (The) (TTC)
          28 -- Reliance Steel & Aluminum Co. (RS)
          30 -- Lincoln Electric Holdings Inc. (LECO)
          31 -- AMETEK Inc. (AME)
          31 -- Flowserve Corp (FLS)
          32 -- Valspar Corp (VAL)
          33 -- Ingersoll-Rand Plc (IR)
          35 -- Leucadia National Corp. (LUK)
          36 -- Caterpillar Inc. (CAT)
          37 -- Deere & Co. (DE)
          38 -- Universal Forest Products Inc. (UFPI)
          42 -- Albany International Corp (AIN)
          42 -- United States Steel Corp. (X)
          44 -- Daktronics Inc. (DAKT)
          44 -- ITT Inc (ITT)
          47 -- CAE Inc. (CAE)
          51 -- Horton (D.R.) Inc. (DHI)
          52 -- Cummins Inc. (CMI)
          53 -- Honeywell International Inc (HON)
          54 -- Lindsay Corp (LNN)
          57 -- Ecology And Environment Inc. (EEI)
          63 -- Raytheon Co. (RTN)
          64 -- Matthews International Corp (MATW)
          67 -- PulteGroup Inc (PHM)
          72 -- KB HOME (KBH)
          79 -- Fastenal Co. (FAST)
          80 -- ABB Ltd (ABB)
          84 -- Belden Inc (BDC)
          87 -- Sturm Ruger & Co. Inc. (RGR)
          92 -- RPM International Inc (DE) (RPM)
         105 -- Republic Services Inc (RSG)
         120 -- Waste Connections Inc (Canada) (WCN)
         132 -- Comfort Systems USA Inc (FIX)
         154 -- Lennar Corp. (LEN)
         210 -- Weyerhaeuser Co (WY)
         213 -- Vulcan Materials Co (Holding Company) (VMC)
         229 -- Culp Inc (CFI)
        2039 -- Waste Management Inc. (DE) (WM)
End of Sector: industrial goods

Sector: services
        Industry: advertising agencies
                  54 -- Omnicom Group Inc. (OMC)
        End of Industry: advertising agencies

        Industry: air delivery & freight services
                  13 -- United Parcel Service Inc (UPS)
                  21 -- Expeditors International of Washington Inc. (EXPD)
                  29 -- FedEx Corp (FDX)
                  45 -- Robinson (C.H.) Worldwide Inc. (CHRW)
        End of Industry: air delivery & freight services

        Industry: apparel stores
                   7 -- Abercrombie & Fitch Co. (ANF)
                  10 -- Chico's FAS Inc (CHS)
                  12 -- Ross Stores Inc. (ROST)
                  16 -- Nordstrom Inc. (JWN)
                  30 -- The Gap Inc (GPS)
                  36 -- GUESS ? Inc. (GES)
                  38 -- Foot Locker Inc. (FL)
                  48 -- DSW Inc (DSW)
                  70 -- Stage Stores Inc. (SSI)
                 188 -- American Eagle Outfitters Inc. (AEO)
        End of Industry: apparel stores

        Industry: auto dealerships
                  38 -- Lithia Motors Inc (LAD)
                  92 -- Penske Automotive Group Inc (PAG)
                 152 -- Group 1 Automotive Inc. (GPI)
        End of Industry: auto dealerships

        Industry: auto parts wholesale
                  11 -- Genuine Parts Co. (GPC)
                 136 -- Magna International Inc. (MGA)
        End of Industry: auto parts wholesale

        Industry: basic materials wholesale
                  21 -- Global Partners LP (GLP)
        End of Industry: basic materials wholesale

        Industry: broadcasting - radio
                 208 -- Compania Cervecerias Unidas S.A. (Chile) (CCU)
        End of Industry: broadcasting - radio

        Industry: broadcasting - tv
                  85 -- CBS Corp (CBS)
        End of Industry: broadcasting - tv

        Industry: business services
                   6 -- ABM Industries Inc. (ABM)
                  11 -- Deluxe Corp. (DLX)
                  12 -- Cass Information Systems Inc. (CASS)
                  19 -- Brady Corp (BRC)
                  22 -- Rollins Inc. (ROL)
                  24 -- Total System Services Inc. (TSS)
                  35 -- Moody's Corp. (MCO)
                  38 -- Ritchie Bros Auctioneers Inc (RBA)
                  48 -- Cintas Corporation (CTAS)
                  51 -- Convergys Corp (CVG)
                  55 -- Healthcare Services Group Inc. (HCSG)
                 556 -- Donnelley (RR) & Sons Company (RRD)
        End of Industry: business services

        Industry: catv systems
                  35 -- Comcast Corp (CMCSA)
                  43 -- Shaw Communications Inc (SJR)
        End of Industry: catv systems

        Industry: department stores
                  18 -- TJX Companies Inc. (TJX)
                  52 -- Macys Inc (M)
                 114 -- Dillard's Inc. (DDS)
        End of Industry: department stores

        Industry: discount, variety stores
                  10 -- Costco Wholesale Corp (COST)
                  42 -- Target Corp (TGT)
                  93 -- Wal-Mart Stores Inc. (WMT)
        End of Industry: discount, variety stores

        Industry: drug stores
                  24 -- CVS Health Corporation (CVS)
        End of Industry: drug stores

        Industry: drugs wholesale
                  17 -- Cardinal Health Inc. (CAH)
                  19 -- McKesson Corp (MCK)
                  72 -- AmerisourceBergen Corp. (ABC)
        End of Industry: drugs wholesale

        Industry: education & training services
                  16 -- National American University Holdings Inc. (NAUH)
                  43 -- DeVry Education Group Inc (DV)
        End of Industry: education & training services

        Industry: electronics stores
                  13 -- GameStop Corp (GME)
                  33 -- Best Buy Inc (BBY)
        End of Industry: electronics stores

        Industry: electronics wholesale
                   7 -- Grainger (W.W.) Inc. (GWW)
                  48 -- Watsco Inc. (WSO)
                 124 -- Littelfuse Inc. (LFUS)
        End of Industry: electronics wholesale

        Industry: entertainment - diversified
                  29 -- Time Warner Inc (TWX)
                  73 -- Disney (Walt) Co. (The) (DIS)
        End of Industry: entertainment - diversified

        Industry: food wholesale
                   3 -- Core Mark Holding Co Inc (CORE)
                  16 -- Sysco Corp (SYY)
        End of Industry: food wholesale

        Industry: gaming activities
                  18 -- Churchill Downs Inc. (CHDN)
        End of Industry: gaming activities

        Industry: general entertainment
                  63 -- Carnival Corp (CCL)
                 116 -- Cedar Fair LP (FUN)
                 141 -- Royal Caribbean Cruises Ltd (RCL)
                 589 -- Six Flags Entertainment Corp (SIX)
        End of Industry: general entertainment

        Industry: grocery stores
                  18 -- Kroger Co (The) (KR)
                  22 -- Casey's General Stores Inc. (CASY)
                  99 -- Village Super Market Inc. (VLGEA)
        End of Industry: grocery stores

        Industry: home furnishing stores
                  14 -- Williams Sonoma Inc (WSM)
                 150 -- Haverty Furniture Cos. Inc. (HVT)
        End of Industry: home furnishing stores

        Industry: home improvement stores
                  17 -- Lowe's Companies Inc (LOW)
                  26 -- Home Depot Inc (HD)
        End of Industry: home improvement stores

        Industry: industrial equipment wholesale
                  13 -- Applied Industrial Technologies Inc. (AIT)
                  65 -- MSC Industrial Direct Co Inc (MSM)
        End of Industry: industrial equipment wholesale

        Industry: jewelry stores
                  28 -- Tiffany & Co. (TIF)
        End of Industry: jewelry stores

        Industry: lodging
                   6 -- Choice Hotels International Inc. (CHH)
                  28 -- Expedia Inc (EXPE)
                  62 -- Wyndham Worldwide Corp (WYN)
                  76 -- Marriott International Inc. (MAR)
                 111 -- STARWOOD HOTELS & RESORTS WORLDWIDE INC (HOT)
        End of Industry: lodging

        Industry: management services
                  15 -- Accenture plc (ACN)
                 225 -- Birner Dental Management Services Inc (BDMS)
        End of Industry: management services

        Industry: marketing services
                  33 -- National CineMedia Inc (NCMI)
                 225 -- Harte-Hanks Inc (HHS)
        End of Industry: marketing services

        Industry: medical equipment wholesale
                   8 -- Owens & Minor Inc. (OMI)
                  15 -- Patterson Companies Inc (PDCO)
        End of Industry: medical equipment wholesale

        Industry: personal services
                   8 -- StoneMor Partners L P (STON)
                  13 -- Block (H & R) Inc. (HRB)
                  24 -- Service Corp. International (SCI)
        End of Industry: personal services

        Industry: publishing - newspapers
                 186 -- New York Times Co. (NYT)
        End of Industry: publishing - newspapers

        Industry: publishing - periodicals
                  13 -- Meredith Corp (MDP)
        End of Industry: publishing - periodicals

        Industry: railroads
                  22 -- Trinity Industries Inc. (TRN)
                  25 -- Norfolk Southern Corp. (NSC)
                  28 -- CSX Corp (CSX)
                  33 -- Union Pacific Corp (UNP)
                  76 -- Canadian National Railway Co. (CNI)
        End of Industry: railroads

        Industry: regional airlines
                  88 -- Southwest Airlines Co (LUV)
                 108 -- Copa Holdings S.A. (CPA)
        End of Industry: regional airlines

        Industry: rental & leasing services
                   4 -- Aircastle Ltd. (AYR)
                   7 -- McGrath RentCorp (MGRC)
                  27 -- Ryder System Inc. (R)
                  31 -- AARONS INC (AAN)
                 154 -- Textainer Group Holdings Ltd (TGH)
                1167 -- TAL Education Group (TAL)
        End of Industry: rental & leasing services

        Industry: research services
                  17 -- Landauer Inc. (LDR)
        End of Industry: research services

        Industry: resorts & casinos
        End of Industry: resorts & casinos

        Industry: restaurants
                   6 -- Bob Evans Farms Inc (BOBE)
                  20 -- McDonald's Corp (MCD)
                  34 -- Yum! Brands Inc (YUM)
                  42 -- WENDYS / ARBYS GROUP INC (WEN)
                  43 -- Cheesecake Factory Inc. (The) (CAKE)
                  53 -- Darden Restaurants Inc. (DRI)
                  93 -- Brinker International Inc. (EAT)
                 152 -- Cracker Barrel Old Country Store Inc. (CBRL)
        End of Industry: restaurants

        Industry: security & protection services
                  36 -- Brinks Co (The) (BCO)
                  50 -- AMERICAN SCIENCE & ENGR INC (ASEI)
                 200 -- TYCO INTERNATIONAL PLC (TYC)
        End of Industry: security & protection services

        Industry: shipping
                 315 -- Teekay Offshore Partners LP (TOO)
                 320 -- Teekay LNG Partners LP (TGP)
                 600 -- Teekay Corp (TK)
        End of Industry: shipping

        Industry: special retail, other
                 109 -- Barnes & Noble Inc (BKS)
        End of Industry: special retail, other

        Industry: special retail,other
                  22 -- Winmark Corp (WINA)
        End of Industry: special retail,other

        Industry: specialty eateries
                  17 -- Starbucks Corp. (SBUX)
        End of Industry: specialty eateries

        Industry: specialty retail other
                  15 -- Suburban Propane Partners LP (SPH)
        End of Industry: specialty retail other

        Industry: specialty retail, other
                 104 -- Rent-A-Center Inc. (RCII)
        End of Industry: specialty retail, other

        Industry: specialty retail,other
                  17 -- Tractor Supply Co. (TSCO)
                  39 -- Finish Line Inc. (The) (FINL)
        End of Industry: specialty retail,other

        Industry: sporting activities
                  25 -- International Speedway Corp (ISCA)
        End of Industry: sporting activities

        Industry: staffing & outsourcing services
                  14 -- Robert Half International Inc. (RHI)
                  28 -- ManpowerGroup (MAN)
                  40 -- Resources Connection Inc (RECN)
                  61 -- Paychex Inc (PAYX)
                  92 -- Barrett Business Services Inc. (BBSI)
        End of Industry: staffing & outsourcing services

        Industry: technical services
                  14 -- VSE Corp. (VSEC)
        End of Industry: technical services

        Industry: trucking
                  34 -- Landstar System Inc. (LSTR)
                  64 -- Knight Transportation Inc. (KNX)
                 118 -- Hunt (J.B.) Transport Services Inc. (JBHT)
        End of Industry: trucking

           3 -- Core Mark Holding Co Inc (CORE)
           4 -- Aircastle Ltd. (AYR)
           6 -- ABM Industries Inc. (ABM)
           6 -- Bob Evans Farms Inc (BOBE)
           6 -- Choice Hotels International Inc. (CHH)
           7 -- Abercrombie & Fitch Co. (ANF)
           7 -- Grainger (W.W.) Inc. (GWW)
           7 -- McGrath RentCorp (MGRC)
           8 -- Owens & Minor Inc. (OMI)
           8 -- StoneMor Partners L P (STON)
          10 -- Chico's FAS Inc (CHS)
          10 -- Costco Wholesale Corp (COST)
          11 -- Deluxe Corp. (DLX)
          11 -- Genuine Parts Co. (GPC)
          12 -- Cass Information Systems Inc. (CASS)
          12 -- Ross Stores Inc. (ROST)
          13 -- Applied Industrial Technologies Inc. (AIT)
          13 -- Block (H & R) Inc. (HRB)
          13 -- GameStop Corp (GME)
          13 -- Meredith Corp (MDP)
          13 -- United Parcel Service Inc (UPS)
          14 -- Robert Half International Inc. (RHI)
          14 -- VSE Corp. (VSEC)
          14 -- Williams Sonoma Inc (WSM)
          15 -- Accenture plc (ACN)
          15 -- Patterson Companies Inc (PDCO)
          15 -- Suburban Propane Partners LP (SPH)
          16 -- National American University Holdings Inc. (NAUH)
          16 -- Nordstrom Inc. (JWN)
          16 -- Sysco Corp (SYY)
          17 -- Cardinal Health Inc. (CAH)
          17 -- Landauer Inc. (LDR)
          17 -- Lowe's Companies Inc (LOW)
          17 -- Starbucks Corp. (SBUX)
          17 -- Tractor Supply Co. (TSCO)
          18 -- Churchill Downs Inc. (CHDN)
          18 -- Kroger Co (The) (KR)
          18 -- TJX Companies Inc. (TJX)
          19 -- Brady Corp (BRC)
          19 -- McKesson Corp (MCK)
          20 -- McDonald's Corp (MCD)
          21 -- Expeditors International of Washington Inc. (EXPD)
          21 -- Global Partners LP (GLP)
          22 -- Casey's General Stores Inc. (CASY)
          22 -- Rollins Inc. (ROL)
          22 -- Trinity Industries Inc. (TRN)
          22 -- Winmark Corp (WINA)
          24 -- CVS Health Corporation (CVS)
          24 -- Service Corp. International (SCI)
          24 -- Total System Services Inc. (TSS)
          25 -- International Speedway Corp (ISCA)
          25 -- Norfolk Southern Corp. (NSC)
          26 -- Home Depot Inc (HD)
          27 -- Ryder System Inc. (R)
          28 -- CSX Corp (CSX)
          28 -- Expedia Inc (EXPE)
          28 -- ManpowerGroup (MAN)
          28 -- Tiffany & Co. (TIF)
          29 -- FedEx Corp (FDX)
          29 -- Time Warner Inc (TWX)
          30 -- The Gap Inc (GPS)
          31 -- AARONS INC (AAN)
          33 -- Best Buy Inc (BBY)
          33 -- National CineMedia Inc (NCMI)
          33 -- Union Pacific Corp (UNP)
          34 -- Landstar System Inc. (LSTR)
          34 -- Yum! Brands Inc (YUM)
          35 -- Comcast Corp (CMCSA)
          35 -- Moody's Corp. (MCO)
          36 -- Brinks Co (The) (BCO)
          36 -- GUESS ? Inc. (GES)
          38 -- Foot Locker Inc. (FL)
          38 -- Lithia Motors Inc (LAD)
          38 -- Ritchie Bros Auctioneers Inc (RBA)
          39 -- Finish Line Inc. (The) (FINL)
          40 -- Resources Connection Inc (RECN)
          42 -- Target Corp (TGT)
          42 -- WENDYS / ARBYS GROUP INC (WEN)
          43 -- Cheesecake Factory Inc. (The) (CAKE)
          43 -- DeVry Education Group Inc (DV)
          43 -- Shaw Communications Inc (SJR)
          45 -- Robinson (C.H.) Worldwide Inc. (CHRW)
          48 -- Cintas Corporation (CTAS)
          48 -- DSW Inc (DSW)
          48 -- Watsco Inc. (WSO)
          50 -- AMERICAN SCIENCE & ENGR INC (ASEI)
          51 -- Convergys Corp (CVG)
          52 -- Macys Inc (M)
          53 -- Darden Restaurants Inc. (DRI)
          54 -- Omnicom Group Inc. (OMC)
          55 -- Healthcare Services Group Inc. (HCSG)
          61 -- Paychex Inc (PAYX)
          62 -- Wyndham Worldwide Corp (WYN)
          63 -- Carnival Corp (CCL)
          64 -- Knight Transportation Inc. (KNX)
          65 -- MSC Industrial Direct Co Inc (MSM)
          70 -- Stage Stores Inc. (SSI)
          72 -- AmerisourceBergen Corp. (ABC)
          73 -- Disney (Walt) Co. (The) (DIS)
          76 -- Canadian National Railway Co. (CNI)
          76 -- Marriott International Inc. (MAR)
          85 -- CBS Corp (CBS)
          88 -- Southwest Airlines Co (LUV)
          92 -- Barrett Business Services Inc. (BBSI)
          92 -- Penske Automotive Group Inc (PAG)
          93 -- Brinker International Inc. (EAT)
          93 -- Wal-Mart Stores Inc. (WMT)
          99 -- Village Super Market Inc. (VLGEA)
         104 -- Rent-A-Center Inc. (RCII)
         108 -- Copa Holdings S.A. (CPA)
         109 -- Barnes & Noble Inc (BKS)
         111 -- STARWOOD HOTELS & RESORTS WORLDWIDE INC (HOT)
         114 -- Dillard's Inc. (DDS)
         116 -- Cedar Fair LP (FUN)
         118 -- Hunt (J.B.) Transport Services Inc. (JBHT)
         124 -- Littelfuse Inc. (LFUS)
         136 -- Magna International Inc. (MGA)
         141 -- Royal Caribbean Cruises Ltd (RCL)
         150 -- Haverty Furniture Cos. Inc. (HVT)
         152 -- Cracker Barrel Old Country Store Inc. (CBRL)
         152 -- Group 1 Automotive Inc. (GPI)
         154 -- Textainer Group Holdings Ltd (TGH)
         186 -- New York Times Co. (NYT)
         188 -- American Eagle Outfitters Inc. (AEO)
         200 -- TYCO INTERNATIONAL PLC (TYC)
         208 -- Compania Cervecerias Unidas S.A. (Chile) (CCU)
         225 -- Birner Dental Management Services Inc (BDMS)
         225 -- Harte-Hanks Inc (HHS)
         315 -- Teekay Offshore Partners LP (TOO)
         320 -- Teekay LNG Partners LP (TGP)
         556 -- Donnelley (RR) & Sons Company (RRD)
         589 -- Six Flags Entertainment Corp (SIX)
         600 -- Teekay Corp (TK)
        1167 -- TAL Education Group (TAL)
End of Sector: services

Sector: technology
        Industry: application software
                   6 -- Intuit Inc (INTU)
                  27 -- Microsoft Corporation (MSFT)
                  54 -- Oracle Corp (ORCL)
        End of Industry: application software

        Industry: business software & services
                   9 -- Automatic Data Processing Inc. (ADP)
                  45 -- Jack Henry & Associates Inc. (JKHY)
                 128 -- Amdocs Ltd. (DOX)
                 133 -- Iron Mountain Inc (New) (IRM)
        End of Industry: business software & services

        Industry: communication equipment
                  20 -- Communications Systems Inc. (JCS)
                  26 -- Harris Corp. (HRS)
                  27 -- Qualcomm Inc (QCOM)
                  37 -- Corning Inc (GLW)
                  59 -- Tessco Technologies Inc. (TESS)
        End of Industry: communication equipment

        Industry: computer peripherals
                  32 -- AstroNova Inc (ALOT)
        End of Industry: computer peripherals

        Industry: diversified communication services
                  69 -- BT Group Plc (BT)
                  69 -- Cogent Communications Holdings Inc. (CCOI)
        End of Industry: diversified communication services

        Industry: diversified computer systems
                  18 -- HP Inc (HPQ)
                  22 -- International Business Machines Corp. (IBM)
        End of Industry: diversified computer systems

        Industry: diversified electronics
                  24 -- Amphenol Corp. (APH)
                  70 -- AVX Corp. (AVX)
                  96 -- TE Connectivity Ltd (TEL)
        End of Industry: diversified electronics

        Industry: information & delivery services
                   5 -- Dun & Bradstreet Corp (DE) (DNB)
                  23 -- FactSet Research Systems Inc. (FDS)
                  32 -- Broadridge Financial Solutions Inc (BR)
                  32 -- Morningstar Inc (MORN)
                  33 -- Thomson Reuters Corp (TRI)
        End of Industry: information & delivery services

        Industry: mobile satellite communications
                  85 -- Inmarsat Plc London (IMASF)
        End of Industry: mobile satellite communications

        Industry: multimedia & graphics software
                   4 -- Activision Blizzard Inc. (ATVI)
        End of Industry: multimedia & graphics software

        Industry: networking & communication devices
                   1 -- Black Box Corp. (DE) (BBOX)
                  29 -- Cisco Systems Inc (CSCO)
        End of Industry: networking & communication devices

        Industry: printed circuit boards
                  15 -- Raven Industries Inc. (RAVN)
        End of Industry: printed circuit boards

        Industry: scientific & technical instruments
                   2 -- Garmin Ltd (GRMN)
                   8 -- FLIR Systems Inc. (FLIR)
                  19 -- Mocon Inc. (MOCO)
                  21 -- Badger Meter Inc (BMI)
        End of Industry: scientific & technical instruments

        Industry: semiconductor - broad line
                  35 -- Texas Instruments Inc. (TXN)
                  62 -- Intel Corp (INTC)
                 163 -- Broadcom Ltd (AVGO)
                 259 -- Maxim Integrated Products Inc. (MXIM)
        End of Industry: semiconductor - broad line

        Industry: semiconductor - integrated circuits
                 118 -- Analog Devices Inc (ADI)
        End of Industry: semiconductor - integrated circuits

        Industry: semiconductor - specialized
                  18 -- Xilinx Inc. (XLNX)
                 106 -- Microchip Technology Inc (MCHP)
                 146 -- Linear Technology Corp (LLTC)
        End of Industry: semiconductor - specialized

        Industry: semiconductor equipment & materials
                  16 -- KLA-Tencor Corp. (KLAC)
                  28 -- Applied Materials Inc. (AMAT)
        End of Industry: semiconductor equipment & materials

        Industry: software
                 253 -- Constellation Software Inc (CNSWF)
        End of Industry: software

        Industry: technical & system software
                  44 -- National Instruments Corp. (NATI)
        End of Industry: technical & system software

        Industry: technology services - domestic
                  12 -- ATN International Inc (ATNI)
        End of Industry: technology services - domestic

        Industry: telecom services - domestic
                   4 -- AT&T Inc (T)
                   7 -- Verizon Communications Inc (VZ)
                  20 -- Shenandoah Telecommunications Co (SHEN)
                  39 -- BCE Inc (BCE)
                 158 -- CenturyLink Inc. (CTL)
        End of Industry: telecom services - domestic

        Industry: telecom services - foreign
                  34 -- Nippon Telegraph & Telephone Corp. (Japan) (NTT)
                  99 -- Telefonica SA (TEF)
        End of Industry: telecom services - foreign

        Industry: wireless communications
                   9 -- Telephone & Data Systems Inc (TDS)
                  19 -- TELUS Corp. (TU)
                  38 -- China Mobile Limited (CHL)
                 107 -- Rogers Communications Inc. (RCI)
                 119 -- NTT DoCoMo Inc (DCM)
        End of Industry: wireless communications

           1 -- Black Box Corp. (DE) (BBOX)
           2 -- Garmin Ltd (GRMN)
           4 -- AT&T Inc (T)
           4 -- Activision Blizzard Inc. (ATVI)
           5 -- Dun & Bradstreet Corp (DE) (DNB)
           6 -- Intuit Inc (INTU)
           7 -- Verizon Communications Inc (VZ)
           8 -- FLIR Systems Inc. (FLIR)
           9 -- Automatic Data Processing Inc. (ADP)
           9 -- Telephone & Data Systems Inc (TDS)
          12 -- ATN International Inc (ATNI)
          15 -- Raven Industries Inc. (RAVN)
          16 -- KLA-Tencor Corp. (KLAC)
          18 -- HP Inc (HPQ)
          18 -- Xilinx Inc. (XLNX)
          19 -- Mocon Inc. (MOCO)
          19 -- TELUS Corp. (TU)
          20 -- Communications Systems Inc. (JCS)
          20 -- Shenandoah Telecommunications Co (SHEN)
          21 -- Badger Meter Inc (BMI)
          22 -- International Business Machines Corp. (IBM)
          23 -- FactSet Research Systems Inc. (FDS)
          24 -- Amphenol Corp. (APH)
          26 -- Harris Corp. (HRS)
          27 -- Microsoft Corporation (MSFT)
          27 -- Qualcomm Inc (QCOM)
          28 -- Applied Materials Inc. (AMAT)
          29 -- Cisco Systems Inc (CSCO)
          32 -- AstroNova Inc (ALOT)
          32 -- Broadridge Financial Solutions Inc (BR)
          32 -- Morningstar Inc (MORN)
          33 -- Thomson Reuters Corp (TRI)
          34 -- Nippon Telegraph & Telephone Corp. (Japan) (NTT)
          35 -- Texas Instruments Inc. (TXN)
          37 -- Corning Inc (GLW)
          38 -- China Mobile Limited (CHL)
          39 -- BCE Inc (BCE)
          44 -- National Instruments Corp. (NATI)
          45 -- Jack Henry & Associates Inc. (JKHY)
          54 -- Oracle Corp (ORCL)
          59 -- Tessco Technologies Inc. (TESS)
          62 -- Intel Corp (INTC)
          69 -- BT Group Plc (BT)
          69 -- Cogent Communications Holdings Inc. (CCOI)
          70 -- AVX Corp. (AVX)
          85 -- Inmarsat Plc London (IMASF)
          96 -- TE Connectivity Ltd (TEL)
          99 -- Telefonica SA (TEF)
         106 -- Microchip Technology Inc (MCHP)
         107 -- Rogers Communications Inc. (RCI)
         118 -- Analog Devices Inc (ADI)
         119 -- NTT DoCoMo Inc (DCM)
         128 -- Amdocs Ltd. (DOX)
         133 -- Iron Mountain Inc (New) (IRM)
         146 -- Linear Technology Corp (LLTC)
         158 -- CenturyLink Inc. (CTL)
         163 -- Broadcom Ltd (AVGO)
         253 -- Constellation Software Inc (CNSWF)
         259 -- Maxim Integrated Products Inc. (MXIM)
End of Sector: technology

Sector: unknown
        Industry: unknown
                   2 -- Orange County Bancorp Inc. (OCBI)
                  37 -- Pardee Resources Co. (PDER)
                  40 -- Randgold Resources Ltd. (GOLD)
                  48 -- Muncy Bank Financial Inc. (Muncy PA) (MYBF)
                  75 -- Computer Services Inc. (CSVI)
                 131 -- Infosys Ltd. (INFY)
        End of Industry: unknown

           2 -- Orange County Bancorp Inc. (OCBI)
          37 -- Pardee Resources Co. (PDER)
          40 -- Randgold Resources Ltd. (GOLD)
          48 -- Muncy Bank Financial Inc. (Muncy PA) (MYBF)
          75 -- Computer Services Inc. (CSVI)
         131 -- Infosys Ltd. (INFY)
End of Sector: unknown

Sector: utilities
        Industry: diversified utilities
                   1 -- Otter Tail Corp. (OTTR)
                   2 -- Eversource Energy (ES)
                   2 -- MGE Energy Inc (MGEE)
                   4 -- Consolidated Edison Inc (ED)
                   8 -- Northwestern Corp. (NWE)
                   8 -- UGI Corp. (UGI)
                   9 -- Vectren Corp (VVC)
                  11 -- Public Service Enterprise Group Inc (PEG)
                  13 -- Westar Energy Inc (WR)
                  14 -- Ameren Corp (AEE)
                  15 -- Avista Corp. (AVA)
                  16 -- WEC Energy Group Inc (WEC)
                  18 -- Allete Inc. (ALE)
                  23 -- CenterPoint Energy Inc (CNP)
                  26 -- PG&E Corp. (Holding Co.) (PCG)
                  32 -- Alliant Energy Corp (LNT)
                  43 -- SCANA Corp (SCG)
                  73 -- CMS Energy Corp (CMS)
        End of Industry: diversified utilities

        Industry: electric utilities
                   1 -- El Paso Electric Company (EE)
                   1 -- Great Plains Energy Inc (GXP)
                   2 -- Hawaiian Electric Industries Inc (HE)
                   2 -- Idacorp Inc (IDA)
                   2 -- Southern Company (The) (SO)
                   4 -- OGE Energy Corp. (OGE)
                   5 -- Black Hills Corporation (BKH)
                   6 -- DTE Energy Co (DTE)
                   7 -- NextEra Energy Inc (NEE)
                   9 -- Brookfield Infrastructure Partners LP (BIP)
                  10 -- American Electric Power Company Inc. (AEP)
                  10 -- Duke Energy Corp (DUK)
                  10 -- Edison International (EIX)
                  12 -- PPL Corp (PPL)
                  13 -- Xcel Energy Inc. (XEL)
                  16 -- Dominion Resources Inc (D)
                  30 -- ITC HLDGS CORP (ITC)
                  33 -- Portland General Electric Co. (POR)
                  82 -- TransAlta Corp. (TAC)
                 119 -- AES Corp. (AES)
        End of Industry: electric utilities

        Industry: gas utilities
                   1 -- RGC Resources Inc. (RGCO)
                   2 -- Atmos Energy Corp. (ATO)
                   2 -- Delta Natural Gas Co. Inc. (DGAS)
                   2 -- WGL Holdings Inc (WGL)
                   7 -- PIEDMONT NAT GAS INC (PNY)
                   9 -- South Jersey Industries Inc. (SJI)
                  10 -- Chesapeake Utilities Corp. (CPK)
                  10 -- New Jersey Resources Corp (NJR)
                  10 -- Southwest Gas Holdings Inc (SWX)
                  15 -- Northwest Natural Gas Co. (NWN)
                  25 -- AmeriGas Partners LP (APU)
                  26 -- Oneok Inc (OKE)
                  69 -- Sempra Energy (SRE)
                  71 -- National Fuel Gas Co. (NJ) (NFG)
                 234 -- Gas Natural Inc (EGAS)
        End of Industry: gas utilities

        Industry: water utilities
                   2 -- Connecticut Water Service Inc. (CTWS)
                   4 -- California Water Service Group (DE) (CWT)
                   6 -- American States Water Co (AWR)
                   8 -- Artesian Resources Corp. (ARTNA)
                   8 -- Middlesex Water Co. (MSEX)
                   9 -- Aqua America Inc (WTR)
                  12 -- York Water Co (YORW)
                  32 -- American Water Works Co Inc. (AWK)
                  32 -- Consolidated Water Co Ltd (CWCO)
                  60 -- SJW Group (SJW)
        End of Industry: water utilities

           1 -- El Paso Electric Company (EE)
           1 -- Great Plains Energy Inc (GXP)
           1 -- Otter Tail Corp. (OTTR)
           1 -- RGC Resources Inc. (RGCO)
           2 -- Atmos Energy Corp. (ATO)
           2 -- Connecticut Water Service Inc. (CTWS)
           2 -- Delta Natural Gas Co. Inc. (DGAS)
           2 -- Eversource Energy (ES)
           2 -- Hawaiian Electric Industries Inc (HE)
           2 -- Idacorp Inc (IDA)
           2 -- MGE Energy Inc (MGEE)
           2 -- Southern Company (The) (SO)
           2 -- WGL Holdings Inc (WGL)
           4 -- California Water Service Group (DE) (CWT)
           4 -- Consolidated Edison Inc (ED)
           4 -- OGE Energy Corp. (OGE)
           5 -- Black Hills Corporation (BKH)
           6 -- American States Water Co (AWR)
           6 -- DTE Energy Co (DTE)
           7 -- NextEra Energy Inc (NEE)
           7 -- PIEDMONT NAT GAS INC (PNY)
           8 -- Artesian Resources Corp. (ARTNA)
           8 -- Middlesex Water Co. (MSEX)
           8 -- Northwestern Corp. (NWE)
           8 -- UGI Corp. (UGI)
           9 -- Aqua America Inc (WTR)
           9 -- Brookfield Infrastructure Partners LP (BIP)
           9 -- South Jersey Industries Inc. (SJI)
           9 -- Vectren Corp (VVC)
          10 -- American Electric Power Company Inc. (AEP)
          10 -- Chesapeake Utilities Corp. (CPK)
          10 -- Duke Energy Corp (DUK)
          10 -- Edison International (EIX)
          10 -- New Jersey Resources Corp (NJR)
          10 -- Southwest Gas Holdings Inc (SWX)
          11 -- Public Service Enterprise Group Inc (PEG)
          12 -- PPL Corp (PPL)
          12 -- York Water Co (YORW)
          13 -- Westar Energy Inc (WR)
          13 -- Xcel Energy Inc. (XEL)
          14 -- Ameren Corp (AEE)
          15 -- Avista Corp. (AVA)
          15 -- Northwest Natural Gas Co. (NWN)
          16 -- Dominion Resources Inc (D)
          16 -- WEC Energy Group Inc (WEC)
          18 -- Allete Inc. (ALE)
          23 -- CenterPoint Energy Inc (CNP)
          25 -- AmeriGas Partners LP (APU)
          26 -- Oneok Inc (OKE)
          26 -- PG&E Corp. (Holding Co.) (PCG)
          30 -- ITC HLDGS CORP (ITC)
          32 -- Alliant Energy Corp (LNT)
          32 -- American Water Works Co Inc. (AWK)
          32 -- Consolidated Water Co Ltd (CWCO)
          33 -- Portland General Electric Co. (POR)
          43 -- SCANA Corp (SCG)
          60 -- SJW Group (SJW)
          69 -- Sempra Energy (SRE)
          71 -- National Fuel Gas Co. (NJ) (NFG)
          73 -- CMS Energy Corp (CMS)
          82 -- TransAlta Corp. (TAC)
         119 -- AES Corp. (AES)
         234 -- Gas Natural Inc (EGAS)
End of Sector: utilities

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