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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
                   2 -- Marketing Alliance Inc (MAAL)
                   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)
                  40 -- WPP Plc (New) (WPPGY)
                  41 -- Nestle SA (NSRGY)
                  44 -- GrandSouth Bancorporation (GRRB)
                  44 -- Telenor ASA (TELNY)
                  65 -- Bank Utica (N.Y.) (BKUTK)
                  71 -- Armanino Foods of Distinction Inc. (AMNF)
                 100 -- Malaga Financial Corp (MLGF)
                 115 -- PC-Tel Inc (PCTI)
        End of Industry: N/A

           2 -- Marketing Alliance Inc (MAAL)
           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)
          40 -- WPP Plc (New) (WPPGY)
          41 -- Nestle SA (NSRGY)
          44 -- GrandSouth Bancorporation (GRRB)
          44 -- Telenor ASA (TELNY)
          65 -- Bank Utica (N.Y.) (BKUTK)
          71 -- Armanino Foods of Distinction Inc. (AMNF)
         100 -- Malaga Financial Corp (MLGF)
         115 -- 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)
                  64 -- Potash Corp. of Saskatchewan Inc. (POT)
                  85 -- Agrium Inc. (AGU)
                  91 -- Mosaic Co (The) (MOS)
        End of Industry: agricultural chemicals

        Industry: aluminum
                  13 -- Quanex Building Products Corp (NX)
                  25 -- 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)
                  22 -- FMC Corp. (FMC)
                  29 -- Dow Chemical Co. (DOW)
                  36 -- Celanese Corp (DE) (CE)
                  49 -- Ashland Global Holdings Inc (ASH)
                  63 -- Air Products & Chemicals Inc (APD)
        End of Industry: chemicals - major diversified

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

        Industry: gold
                  16 -- Royal Gold Inc (RGLD)
                  61 -- 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)
                  32 -- Noble Energy Inc. (NBL)
                  34 -- Marathon Oil Corp. (MRO)
                  50 -- Canadian Natural Resources Ltd. (CNQ)
                  58 -- Cnooc Ltd. (CEO)
                 104 -- Enterprise Products Partners L.P. (EPD)
        End of Industry: independent oil & gas

        Industry: industrial metals & minerals
                  31 -- Natural Resources Partners L.P. (NRP)
                  39 -- BHP Billiton Ltd. (BHP)
                  39 -- BHP Billiton Plc (BBL)
                  71 -- Allegheny Technologies Inc (ATI)
                 179 -- Alliance Resource Partners LP (ARLP)
        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)
                  81 -- ConocoPhillips (COP)
        End of Industry: major integrated oil & gas

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

        Industry: oil & gas drilling & exploration
                  40 -- EV Energy Partners LP (EVEP)
                  40 -- Vanguard Natural Resources LLC (VNR)
                  75 -- Noble Corp plc (NE)
                 104 -- Cenovus Energy Inc. (CVE)
                 148 -- Helmerich & Payne Inc. (HP)
                 348 -- Ensco plc (ESV)
        End of Industry: oil & gas drilling & exploration

        Industry: oil & gas equipment & services
                  15 -- Schlumberger Ltd. (SLB)
                 111 -- Core Laboratories N.V. (Netherlands) (CLB)
                 112 -- 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)
                  38 -- Boardwalk Pipeline Partners LP (BWP)
                  39 -- Energy Transfer Equity LP (ETE)
                  51 -- Western Gas Partners LP (WES)
                  58 -- TransMontaigne Partners L.P. (TLP)
                  66 -- Williams Cos Inc (The) (WMB)
                  77 -- Genesis Energy L.P. (GEL)
                 100 -- Energy Transfer Partners LP (ETP)
                 106 -- Spectra Energy Partners LP (SEP)
                 112 -- Holly Energy Partners LP (HEP)
                 125 -- 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)
                  38 -- Calumet Specialty Product Partners LP (CLMT)
                  51 -- Valero Energy Corp. (VLO)
        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)
                  15 -- PolyOne Corp. (POL)
                  18 -- International Flavors & Fragrances Inc. (IFF)
                  19 -- NewMarket Corp (NEU)
                  28 -- Oil-Dri Corp. of America (ODC)
                  30 -- Methanex Corp (MEOH)
                  39 -- ClearBridge Energy MLP Fund Inc (CEM)
                  94 -- Westlake Chemical Corp (WLK)
                 201 -- Williams Partners LP (New) (WPZ)
        End of Industry: specialty chemicals

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

        Industry: synthetics
                   8 -- 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 -- Albemarle Corp. (ALB)
           8 -- Du Pont (E.I.) de Nemours & Co (DD)
           8 -- Sensient Technologies Corp. (SXT)
           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 -- PolyOne Corp. (POL)
          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 -- NewMarket Corp (NEU)
          19 -- Praxair Inc (PX)
          19 -- Suncor Energy Inc. (SU)
          20 -- Balchem Corp. (BCPC)
          22 -- FMC Corp. (FMC)
          23 -- Cimarex Energy Co (XEC)
          24 -- China Petroleum & Chemical Corp. Inc (SNP)
          25 -- 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 -- Natural Resources Partners L.P. (NRP)
          32 -- Noble Energy Inc. (NBL)
          34 -- Marathon Oil Corp. (MRO)
          34 -- NuStar Energy LP (NS)
          36 -- Celanese Corp (DE) (CE)
          38 -- Boardwalk Pipeline Partners LP (BWP)
          38 -- Calumet Specialty Product Partners LP (CLMT)
          39 -- BHP Billiton Ltd. (BHP)
          39 -- BHP Billiton Plc (BBL)
          39 -- ClearBridge Energy MLP Fund Inc (CEM)
          39 -- Energy Transfer Equity LP (ETE)
          40 -- EV Energy Partners LP (EVEP)
          40 -- Vanguard Natural Resources LLC (VNR)
          42 -- Syngenta AG (SYT)
          47 -- Harsco Corp. (HSC)
          49 -- Ashland Global Holdings Inc (ASH)
          50 -- Canadian Natural Resources Ltd. (CNQ)
          51 -- Valero Energy Corp. (VLO)
          51 -- Western Gas Partners LP (WES)
          58 -- Cnooc Ltd. (CEO)
          58 -- TransMontaigne Partners L.P. (TLP)
          60 -- Alliance Holdings Group LP (AHGP)
          60 -- Nucor Corp. (NUE)
          61 -- Newmont Mining Corp (Holding Co) (NEM)
          63 -- Air Products & Chemicals Inc (APD)
          64 -- Potash Corp. of Saskatchewan Inc. (POT)
          66 -- Williams Cos Inc (The) (WMB)
          71 -- Allegheny Technologies Inc (ATI)
          75 -- Noble Corp plc (NE)
          77 -- Genesis Energy L.P. (GEL)
          81 -- ConocoPhillips (COP)
          85 -- Agrium Inc. (AGU)
          91 -- Mosaic Co (The) (MOS)
          94 -- Westlake Chemical Corp (WLK)
         100 -- Energy Transfer Partners LP (ETP)
         104 -- Cenovus Energy Inc. (CVE)
         104 -- Enterprise Products Partners L.P. (EPD)
         106 -- Spectra Energy Partners LP (SEP)
         111 -- Core Laboratories N.V. (Netherlands) (CLB)
         112 -- Holly Energy Partners LP (HEP)
         112 -- National Oilwell Varco Inc (NOV)
         125 -- NuStar GP Holdings LLC (NSH)
         148 -- Helmerich & Payne Inc. (HP)
         179 -- Alliance Resource Partners LP (ARLP)
         201 -- Williams Partners LP (New) (WPZ)
         348 -- Ensco plc (ESV)
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)
                  41 -- 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)
          41 -- Textron Inc (TXT)
End of Sector: conglomerates

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

        Industry: auto parts
                   6 -- Clarcor Inc. (CLC)
                   9 -- Standard Motor Products Inc. (SMP)
                  36 -- Monro Muffler Brake Inc. (MNRO)
                  40 -- Douglas Dynamics Inc. (PLOW)
                  45 -- Johnson Controls International plc (JCI)
                  48 -- BorgWarner Inc (BWA)
                  82 -- Gentex Corp. (GNTX)
                  91 -- Autoliv Inc. (ALV)
                 139 -- Miller Industries Inc. (TN) (MLR)
                1650 -- Superior Industries International Inc. (SUP)
        End of Industry: auto parts

        Industry: beverages - brewers
                  15 -- Molson Coors Brewing Co. (TAP)
                  64 -- 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)
                  44 -- Coca-Cola FEMSA SAB de CV (KOF)
                  49 -- 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)
                   9 -- Xerox Corp (XRX)
                  16 -- Pitney Bowes Inc (PBI)
                  52 -- LSI Industries Inc. (LYTS)
                  82 -- Miller (Herman) Inc. (MLHR)
        End of Industry: business equipment

        Industry: cigarettes
                  12 -- British American Tobacco Plc (United Kingdom) (BTI)
                  29 -- Altria Group Inc (MO)
                  36 -- Vector Group Ltd (VGR)
                  37 -- Philip Morris International Inc (PM)
                  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)
                  42 -- 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
                  49 -- Apple Inc (AAPL)
                  49 -- 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)
                  79 -- Limoneira Co (LMNR)
        End of Industry: farm products

        Industry: food - major diversified
                  10 -- Lancaster Colony Corp. (LANC)
                  23 -- Archer Daniels Midland Co. (ADM)
                  30 -- 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)
                  42 -- Bassett Furniture Industries Inc (BSET)
                  44 -- Ethan Allen Interiors Inc. (ETH)
                 138 -- La-Z-Boy Inc. (LZB)
        End of Industry: home furnishings & fixtures

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

        Industry: meat products
                   7 -- Hormel Foods Corp. (HRL)
                  27 -- Tyson Foods Inc. (TSN)
                  54 -- Sanderson Farms Inc (SAFM)
        End of Industry: meat products

        Industry: office supplies
                   2 -- Spire Inc (SR)
                  18 -- Staples Inc (SPLS)
                  38 -- 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)
                  65 -- 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)
                  19 -- Avery Dennison Corp. (AVY)
                  45 -- Domtar Corp (UFS)
                  54 -- International Paper Co (IP)
        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)
                  66 -- 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)
                  42 -- J&J Snack Foods Corp. (JJSF)
                  70 -- Smucker (J.M.) Co. (SJM)
                 227 -- Flowers Foods Inc. (FLO)
        End of Industry: processed & packaged goods

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

        Industry: recreational vehicles
                  37 -- Harley-Davidson Inc (HOG)
                  65 -- Thor Industries Inc. (THO)
                 279 -- 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)
                  54 -- 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)
                  91 -- 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
                  17 -- Wolverine World Wide Inc. (WWW)
                  25 -- NIKE Inc (NKE)
                  42 -- Coach Inc. (COH)
        End of Industry: textile - apparel footwear & accessories

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

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

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

           2 -- Spire Inc (SR)
           3 -- Calavo Growers Inc. (CVGW)
           3 -- Universal Corp (UVV)
           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 -- Clarcor Inc. (CLC)
           6 -- Clorox Co (The) (CLX)
           6 -- General Mills Inc. (GIS)
           7 -- Ecolab Inc (ECL)
           7 -- Flexsteel Industries Inc. (FLXS)
           7 -- HNI Corp (HNI)
           7 -- Hormel Foods Corp. (HRL)
           8 -- B&G Foods Inc (BGS)
           8 -- Bemis Co Inc (BMS)
           9 -- Carlisle Companies Inc. (CSL)
           9 -- Diebold Nixdorf Inc (DBD)
           9 -- Sonoco Products Co. (SON)
           9 -- Standard Motor Products Inc. (SMP)
           9 -- Tootsie Roll Industries Inc (TR)
           9 -- Xerox Corp (XRX)
          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)
          17 -- Neenah Paper Inc (NP)
          17 -- Wolverine World Wide Inc. (WWW)
          18 -- Staples Inc (SPLS)
          19 -- Avery Dennison Corp. (AVY)
          20 -- Ball Corp (BLL)
          20 -- NU Skin Enterprises Inc. (NUS)
          20 -- Silgan Holdings Inc. (SLGN)
          20 -- VF Corp. (VFC)
          21 -- Movado Group Inc. (MOV)
          23 -- Archer Daniels Midland Co. (ADM)
          23 -- Mead Johnson Nutrition Co (MJN)
          24 -- Greif Inc (GEF)
          25 -- NIKE Inc (NKE)
          25 -- PACCAR Inc. (PCAR)
          26 -- Hasbro Inc. (HAS)
          27 -- Gildan Activewear Inc (GIL)
          27 -- Tyson Foods Inc. (TSN)
          28 -- AptarGroup Inc. (ATR)
          29 -- Altria Group Inc (MO)
          30 -- Unilever Plc (United Kingdom) (UL)
          35 -- ProShares Trust (UST)
          36 -- Monro Muffler Brake Inc. (MNRO)
          36 -- Unilever N.V. (UN)
          36 -- Vector Group Ltd (VGR)
          37 -- Harley-Davidson Inc (HOG)
          37 -- Newell Brands Inc (NWL)
          37 -- Philip Morris International Inc (PM)
          38 -- Acme United Corp. (ACU)
          38 -- Diageo Plc (DEO)
          39 -- Ralph Lauren Corp (RL)
          40 -- Douglas Dynamics Inc. (PLOW)
          42 -- Bassett Furniture Industries Inc (BSET)
          42 -- Church & Dwight Co Inc (CHD)
          42 -- Coach Inc. (COH)
          42 -- J&J Snack Foods Corp. (JJSF)
          43 -- United-Guardian Inc. (UG)
          44 -- Coca-Cola FEMSA SAB de CV (KOF)
          44 -- Ethan Allen Interiors Inc. (ETH)
          45 -- Domtar Corp (UFS)
          45 -- Johnson Controls International plc (JCI)
          48 -- BorgWarner Inc (BWA)
          49 -- Apple Inc (AAPL)
          49 -- Coca-Cola European Partners plc (CCE)
          49 -- Harman International Industries Inc (HAR)
          52 -- LSI Industries Inc. (LYTS)
          54 -- Escalade Inc. (ESCA)
          54 -- International Paper Co (IP)
          54 -- Sanderson Farms Inc (SAFM)
          61 -- Weyco Group Inc (WEYS)
          64 -- Anheuser-Busch InBev SA/NV (BUD)
          65 -- Thor Industries Inc. (THO)
          65 -- Tupperware Brands Corp (TUP)
          66 -- Lauder (Estee) Cos. Inc. (The) (EL)
          69 -- Reynolds American Inc (RAI)
          70 -- Smucker (J.M.) Co. (SJM)
          74 -- Bunge Ltd. (BG)
          79 -- Limoneira Co (LMNR)
          82 -- Gentex Corp. (GNTX)
          82 -- Miller (Herman) Inc. (MLHR)
          91 -- Autoliv Inc. (ALV)
          91 -- Columbia Sportswear Co. (COLM)
         138 -- La-Z-Boy Inc. (LZB)
         139 -- Miller Industries Inc. (TN) (MLR)
         142 -- Oshkosh Corp (New) (OSK)
         178 -- Mattel Inc (MAT)
         203 -- National Presto Industries Inc. (NPK)
         227 -- Flowers Foods Inc. (FLO)
         279 -- Polaris Industries Inc. (PII)
        1650 -- 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)
                  49 -- CNO Financial Group Inc (CNO)
                 114 -- 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)
                  22 -- 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)
                  50 -- Federated Investors Inc (PA) (FII)
                  70 -- T Rowe Price Group Inc. (TROW)
                  82 -- Ameriprise Financial Inc (AMP)
                  87 -- KKR & Co LP (DE) (KKR)
                  89 -- Westwood Holdings Group Inc. (WHG)
                  91 -- 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)
                  42 -- Equifax Inc (EFX)
                  57 -- American Express Co. (AXP)
                 117 -- Western Union Co (WU)
                 144 -- Mastercard Inc (MA)
                 417 -- 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
                  22 -- Banco Latinoamericano de Comercio Exterior S.A. (BLX)
                  91 -- Westpac Banking Corp (WBK)
                 112 -- East West Bancorp Inc (EWBC)
                 115 -- 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)
                  15 -- Marsh & McLennan Companies Inc. (MMC)
                  16 -- 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)
                  45 -- Morgan Stanley (MS)
                  62 -- SEI Investments Co (SEIC)
                  65 -- JMP Group LLC (JMP)
                  75 -- CME Group Inc (CME)
                  96 -- MarketAxess Holdings Inc. (MKTX)
                 110 -- TD Ameritrade Holding Corp (AMTD)
        End of Industry: investment brokerage - national

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

        Industry: life insurance
                   3 -- 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)
                 137 -- Primerica Inc (PRI)
                 142 -- Lincoln National Corp. (LNC)
                 226 -- 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)
                  54 -- Home BancShares Inc (HOMB)
                  70 -- KeyCorp (KEY)
                  74 -- Toronto Dominion Bank (TD)
        End of Industry: money center banks

        Industry: mortgage investment
                  31 -- 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 -- AmTrust Financial Services Inc (AFSI)
                  22 -- Chubb Ltd (CB)
                  24 -- Allstate Corp. (ALL)
                  25 -- Horace Mann Educators Corp. (HMN)
                  26 -- State Auto Financial Corp. (STFC)
                  34 -- National Interstate Corp (NATL)
                  42 -- American International Group Inc (AIG)
                  42 -- Maiden Holdings Ltd (MHLD)
                  42 -- XL Group Ltd (XL)
                  46 -- Hartford Financial Services Group Inc. (HIG)
                  54 -- Donegal Group Inc. (DGICB)
                  74 -- Everest Re Group Ltd (RE)
                  84 -- RenaissanceRe Holdings Ltd. (RNR)
                  95 -- Allied World Assurance Company Holdings AG (AWH)
                 106 -- Berkley (WR) Corp (WRB)
                 120 -- Celadon Group Inc. (CGI)
                 133 -- RLI Corp. (RLI)
                 140 -- AXIS Capital Holdings Ltd (AXS)
                 198 -- White Mountains Insurance Group Ltd. (WTM)
                 277 -- 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)
                  49 -- 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)
                  10 -- WSFS Financial Corp (WSFS)
                  17 -- Bank Of South Carolina Corp. (BKSC)
                  19 -- Honat Bancorp Inc. (HONT)
                  29 -- BB&T Corp. (BBT)
                  29 -- National Bankshares Inc. (VA) (NKSH)
                  30 -- Eagle Financial Services Inc. (EFSI)
                  37 -- City Holding Co. (CHCO)
                  38 -- Synovus Financial Corp. (SNV)
                  63 -- Access National Corp (ANCX)
                  65 -- United Bankshares Inc (UBSI)
                  79 -- Bank of America Corp. (BAC)
                  92 -- Financial Institutions Inc. (FISI)
                 271 -- 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)
                  14 -- First Financial Corp. (IN) (THFF)
                  17 -- First Mid-Illinois Bancshares Inc (FMBH)
                  19 -- First Merchants Corp. (FRME)
                  19 -- Lakeland Financial Corp (LKFN)
                  21 -- Peoples Bancorp Inc. (Marietta OH) (PEBO)
                  23 -- Park National Corp. (Newark OH) (PRK)
                  25 -- Old National Bancorp (Evansville IN) (ONB)
                  27 -- PSB Holdings Inc (WI) (PSBQ)
                  39 -- Farmers & Merchants Bancorp Inc (OH) (FMAO)
                  48 -- FIRSTMERIT CORP (FMER)
                  52 -- Comerica Inc. (CMA)
                  56 -- U.S. Bancorp (DE) (USB)
                  65 -- Huntington Bancshares Inc (HBAN)
                 116 -- Cortland Bancorp (OH) (CLDB)
                 152 -- 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)
                  21 -- Hingham Institution for Savings (HIFS)
                  21 -- 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)
                  32 -- Quaint Oak Bancorp Inc (QNTO)
                  34 -- Juniata Valley Financial Corp (JUVF)
                  35 -- Citizens Holding Co (CIZN)
                  39 -- Fulton Financial Corp. (PA) (FULT)
                  40 -- Cambridge Bancorp (CATC)
                  44 -- Oritani Financial Corp (DE) (ORIT)
                  52 -- Arrow Financial Corp. (AROW)
                  66 -- Independent Bank Corp. (MA) (INDB)
                  77 -- Evans Bancorp Inc. (EVBN)
                  87 -- Valley National Bancorp (VLY)
                 109 -- Northfield Bancorp Inc (DE) (NFBK)
                 467 -- 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)
                  43 -- Farmers & Merchants Bancorp (Lodi CA) (FMCB)
                  47 -- 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)
                  46 -- Auburn National Bancorp Inc. (AUBN)
                  65 -- Regions Financial Corp (RF)
                  66 -- Republic Bancorp Inc. (KY) (RBCAA)
                  77 -- Bank of the Ozarks Inc (OZRK)
                  83 -- Cardinal Financial Corp (CFNL)
                  91 -- 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)
                  37 -- International Bancshares Corp. (IBOC)
                  41 -- Landmark Bancorp Inc (LARK)
                  70 -- Cullen/Frost Bankers Inc. (CFR)
        End of Industry: regional - southwest banks

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

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

        Industry: reit - hotel/motel
                   8 -- DiamondRock Hospitality Co. (DRH)
                  17 -- Ashford Hospitality Trust Inc (AHT)
                  97 -- LaSalle Hotel Properties (LHO)
                 106 -- Chesapeake Lodging Trust (CHSP)
                 107 -- 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)
                  13 -- First Industrial Realty Trust Inc (FR)
                  14 -- Terreno Realty Corp (TRNO)
                  15 -- Digital Realty Trust Inc (DLR)
                  52 -- Extra Space Storage Inc (EXR)
                  61 -- SOVRAN SELF STORAGE INC (SSS)
                 131 -- Duke Realty Corp (DRE)
                 150 -- Prologis Inc (PLD)
        End of Industry: reit - industrial

        Industry: reit - office
                  13 -- Corporate Office Properties Trust (OFC)
                  47 -- Alexandria Real Estate Equities Inc. (ARE)
                 103 -- DuPont Fabros Technology Inc (DFT)
                 234 -- 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)
                  66 -- Equity Lifestyle Properties Inc (ELS)
                  96 -- AGNC Investment Corp (AGNC)
                 100 -- Apartment Investment & Management Co (AIV)
                 108 -- Camden Property Trust (CPT)
        End of Industry: reit - residential

        Industry: reit - retail
                   8 -- Federal Realty Investment Trust (MD) (FRT)
                   9 -- GENERAL GROWTH PPTYS INC NEW (GGP)
                  11 -- EPR Properties (EPR)
                  11 -- Regency Centers Corp (REG)
                  11 -- Taubman Centers Inc. (TCO)
                  20 -- Kimco Realty Corp. (KIM)
                  26 -- CBL & Associates Properties Inc (CBL)
                  28 -- Investors Real Estate Trust (IRET)
                  29 -- Washington Real Estate Investment Trust (WRE)
                  36 -- Macerich Co. (The) (MAC)
                  40 -- Retail Opportunity Investments Corp (ROIC)
                  47 -- Tanger Factory Outlet Centers Inc. (SKT)
                  63 -- Realty Income Corp (O)
                  68 -- Urstadt Biddle Properties Inc (UBA)
                  73 -- DDR Corp. (DDR)
                 147 -- Weingarten Realty Investors (WRI)
                 166 -- Simon Property Group Inc. (SPG)
                 185 -- 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)
                  18 -- Provident Financial Services Inc (PFS)
                  25 -- United Community Bancorp (IN) (UCBA)
                  30 -- United Financial Bancorp Inc (New) (UBNK)
                  34 -- First Defiance Financial Corp. (FDEF)
                  52 -- Columbia Banking System Inc (COLB)
                  65 -- Northeast Indiana Bancorp Inc. (NIDB)
                  98 -- Lake Shore Bancorp Inc (LSBK)
                 137 -- 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)
                  53 -- 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)
           2 -- National Health Investors Inc. (NHI)
           3 -- American National Insurance Co. (Galveston TX) (ANAT)
           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 -- 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 -- GENERAL GROWTH PPTYS INC NEW (GGP)
           9 -- Ohio Valley Banc Corp (OVBC)
          10 -- Bank of Nova Scotia Halifax (BNS)
          10 -- EastGroup Properties Inc. (EGP)
          10 -- Southside Bancshares Inc. (SBSI)
          10 -- Tompkins Financial Corp (TMP)
          10 -- WSFS Financial Corp (WSFS)
          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 -- First Industrial Realty Trust Inc (FR)
          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 -- First Financial Corp. (IN) (THFF)
          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 -- Marsh & McLennan Companies Inc. (MMC)
          15 -- Territorial Bancorp Inc (TBNK)
          15 -- Torchmark Corp. (TMK)
          15 -- Unum Group (UNM)
          16 -- Brown & Brown Inc. (BRO)
          16 -- Raymond James Financial Inc. (RJF)
          16 -- Safety Insurance Group Inc. (SAFT)
          17 -- Ashford Hospitality Trust Inc (AHT)
          17 -- Bank Of South Carolina Corp. (BKSC)
          17 -- First Mid-Illinois Bancshares Inc (FMBH)
          18 -- Invesco Ltd (IVZ)
          18 -- Minden Bancorp Inc. (MDNB)
          18 -- Provident Financial Services Inc (PFS)
          18 -- Public Storage (PSA)
          19 -- Douglas Emmett Inc (DEI)
          19 -- First Merchants Corp. (FRME)
          19 -- Hanover Insurance Group Inc (THG)
          19 -- Honat Bancorp Inc. (HONT)
          19 -- Lakeland Financial Corp (LKFN)
          19 -- Ventas Inc (VTR)
          20 -- First Keystone Corp. (FKYS)
          20 -- Kimco Realty Corp. (KIM)
          20 -- Royal Bank of Canada (Montreal Quebec) (RY)
          21 -- Hingham Institution for Savings (HIFS)
          21 -- Horizon Bancorp (Michigan City IN) (HBNC)
          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 -- AmTrust Financial Services Inc (AFSI)
          22 -- Banco Latinoamericano de Comercio Exterior S.A. (BLX)
          22 -- Calamos Asset Management Inc (CLMS)
          22 -- Chubb Ltd (CB)
          22 -- LTC Properties Inc. (LTC)
          23 -- BOK Financial Corp (BOKF)
          23 -- Bank Utica (N.Y.) (BKUT)
          23 -- FNB Corp (FNB)
          23 -- Gallagher (Arthur J.) & Co. (AJG)
          23 -- Park National Corp. (Newark OH) (PRK)
          23 -- UMB Financial Corp (UMBF)
          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 -- Old National Bancorp (Evansville IN) (ONB)
          25 -- United Community Bancorp (IN) (UCBA)
          26 -- CBL & Associates Properties Inc (CBL)
          26 -- First of Long Island Corp. (FLIC)
          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 -- PSB Holdings Inc (WI) (PSBQ)
          28 -- Investors Real Estate Trust (IRET)
          28 -- Prudential Financial Inc. (PRU)
          29 -- BB&T Corp. (BBT)
          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 -- American Tower Corp (New) (AMT)
          30 -- Arbor Realty Trust Inc (ABR)
          30 -- COLONY CAP INC (CLNY)
          30 -- Discover Financial Services (DFS)
          30 -- Eagle Financial Services Inc. (EFSI)
          30 -- United Financial Bancorp Inc (New) (UBNK)
          31 -- Dynex Capital Inc. (DX)
          31 -- MidWestOne Financial Group Inc. (MOFG)
          31 -- Starwood Property Trust Inc. (STWD)
          32 -- High Country Bancorp Inc. (HCBC)
          32 -- Quaint Oak Bancorp Inc (QNTO)
          32 -- Triangle Capital Corp (TCAP)
          34 -- Eagle Bancorp Montana Inc. (EBMT)
          34 -- First American Financial Corp (FAF)
          34 -- First Defiance Financial Corp. (FDEF)
          34 -- Juniata Valley Financial Corp (JUVF)
          34 -- National Interstate Corp (NATL)
          35 -- Citizens Holding Co (CIZN)
          36 -- Macerich Co. (The) (MAC)
          36 -- Senior Housing Properties Trust (SNH)
          37 -- City Holding Co. (CHCO)
          37 -- Exchange Bank (Santa Rosa CA) (EXSR)
          37 -- Franklin Resources Inc. (BEN)
          37 -- HCP Inc (HCP)
          37 -- International Bancshares Corp. (IBOC)
          38 -- Bank of Marin Bancorp (BMRC)
          38 -- BlackRock Inc. (BLK)
          38 -- Synovus Financial Corp. (SNV)
          39 -- CBOE Holdings Inc. (CBOE)
          39 -- Farmers & Merchants Bancorp Inc (OH) (FMAO)
          39 -- Fulton Financial Corp. (PA) (FULT)
          40 -- Cambridge Bancorp (CATC)
          40 -- Retail Opportunity Investments Corp (ROIC)
          41 -- FNB Bancorp (CA) (FNBG)
          41 -- Landmark Bancorp Inc (LARK)
          41 -- Lexington Realty Trust (LXP)
          42 -- American International Group Inc (AIG)
          42 -- Equifax Inc (EFX)
          42 -- Maiden Holdings Ltd (MHLD)
          42 -- XL Group Ltd (XL)
          43 -- Farmers & Merchants Bancorp (Lodi CA) (FMCB)
          44 -- Oritani Financial Corp (DE) (ORIT)
          45 -- Healthcare Realty Trust Inc. (HR)
          45 -- Lazard Ltd (LAZ)
          45 -- Morgan Stanley (MS)
          46 -- Auburn National Bancorp Inc. (AUBN)
          46 -- Hartford Financial Services Group Inc. (HIG)
          47 -- Alexandria Real Estate Equities Inc. (ARE)
          47 -- Heritage Financial Corp. (WA) (HFWA)
          47 -- Legg Mason Inc. (LM)
          47 -- Tanger Factory Outlet Centers Inc. (SKT)
          48 -- Essex Property Trust Inc (ESS)
          48 -- FIRSTMERIT CORP (FMER)
          49 -- CNO Financial Group Inc (CNO)
          49 -- Jones Lang LaSalle Inc (JLL)
          50 -- Federated Investors Inc (PA) (FII)
          52 -- Arrow Financial Corp. (AROW)
          52 -- Columbia Banking System Inc (COLB)
          52 -- Comerica Inc. (CMA)
          52 -- Extra Space Storage Inc (EXR)
          53 -- Fidelity National Financial Inc (FNF)
          53 -- Pennymac Mortgage Investment Trust (PMT)
          54 -- Donegal Group Inc. (DGICB)
          54 -- Geo Group Inc (The) (New) (GEO)
          54 -- Home BancShares Inc (HOMB)
          56 -- U.S. Bancorp (DE) (USB)
          57 -- American Express Co. (AXP)
          60 -- Old Republic International Corp. (ORI)
          61 -- SOVRAN SELF STORAGE INC (SSS)
          62 -- SEI Investments Co (SEIC)
          63 -- Access National Corp (ANCX)
          63 -- Realty Income Corp (O)
          65 -- Huntington Bancshares Inc (HBAN)
          65 -- JMP Group LLC (JMP)
          65 -- Northeast Indiana Bancorp Inc. (NIDB)
          65 -- Regions Financial Corp (RF)
          65 -- United Bankshares Inc (UBSI)
          66 -- Equity Lifestyle Properties Inc (ELS)
          66 -- Independent Bank Corp. (MA) (INDB)
          66 -- Republic Bancorp Inc. (KY) (RBCAA)
          68 -- Urstadt Biddle Properties Inc (UBA)
          70 -- Chesapeake Financial Shares Inc. (CPKF)
          70 -- Cullen/Frost Bankers Inc. (CFR)
          70 -- KeyCorp (KEY)
          70 -- T Rowe Price Group Inc. (TROW)
          73 -- DDR Corp. (DDR)
          74 -- Everest Re Group Ltd (RE)
          74 -- Toronto Dominion Bank (TD)
          75 -- CME Group Inc (CME)
          77 -- Bank of the Ozarks Inc (OZRK)
          77 -- Evans Bancorp Inc. (EVBN)
          79 -- Bank of America Corp. (BAC)
          82 -- Ameriprise Financial Inc (AMP)
          83 -- Cardinal Financial Corp (CFNL)
          84 -- RenaissanceRe Holdings Ltd. (RNR)
          86 -- Vornado Realty Trust (VNO)
          87 -- KKR & Co LP (DE) (KKR)
          87 -- Valley National Bancorp (VLY)
          89 -- Westwood Holdings Group Inc. (WHG)
          90 -- Getty Realty Corp. (GTY)
          91 -- BancorpSouth Inc. (BXS)
          91 -- Cohen & Steers Inc (CNS)
          91 -- Westpac Banking Corp (WBK)
          92 -- Financial Institutions Inc. (FISI)
          95 -- Allied World Assurance Company Holdings AG (AWH)
          96 -- AGNC Investment Corp (AGNC)
          96 -- MarketAxess Holdings Inc. (MKTX)
          97 -- LaSalle Hotel Properties (LHO)
          98 -- Lake Shore Bancorp Inc (LSBK)
          99 -- Omega Healthcare Investors Inc. (OHI)
         100 -- Apartment Investment & Management Co (AIV)
         103 -- DuPont Fabros Technology Inc (DFT)
         106 -- Berkley (WR) Corp (WRB)
         106 -- Chesapeake Lodging Trust (CHSP)
         107 -- Chatham Lodging Trust (CLDT)
         108 -- Camden Property Trust (CPT)
         109 -- Northfield Bancorp Inc (DE) (NFBK)
         110 -- TD Ameritrade Holding Corp (AMTD)
         112 -- East West Bancorp Inc (EWBC)
         114 -- ProAssurance Corp (PRA)
         115 -- Barclays PLC (BCS)
         116 -- Cortland Bancorp (OH) (CLDB)
         117 -- Western Union Co (WU)
         120 -- Celadon Group Inc. (CGI)
         124 -- Annaly Capital Management Inc (NLY)
         124 -- Medical Properties Trust Inc (MPW)
         131 -- Duke Realty Corp (DRE)
         133 -- RLI Corp. (RLI)
         137 -- People's United Financial Inc (PBCT)
         137 -- Primerica Inc (PRI)
         140 -- AXIS Capital Holdings Ltd (AXS)
         142 -- Lincoln National Corp. (LNC)
         144 -- Mastercard Inc (MA)
         147 -- Weingarten Realty Investors (WRI)
         150 -- Prologis Inc (PLD)
         152 -- Fifth Third Bancorp (Cincinnati OH) (FITB)
         166 -- Simon Property Group Inc. (SPG)
         185 -- Hospitality Properties Trust (HPT)
         198 -- White Mountains Insurance Group Ltd. (WTM)
         226 -- FBL Financial Group Inc. (FFG)
         234 -- Mack Cali Realty Corp (CLI)
         271 -- Sandy Spring Bancorp Inc (SASR)
         277 -- American Financial Group Inc (AFG)
         417 -- Capital One Financial Corp (COF)
         467 -- State Street Corp. (STT)
End of Sector: financial

Sector: healthcare
        Industry: biotechnology
                  51 -- 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)
                  30 -- GlaxoSmithKline Plc (GSK)
                  35 -- AstraZeneca Plc (AZN)
                  46 -- Abbott Laboratories (ABT)
                  66 -- Bristol-Myers Squibb Co. (BMY)
        End of Industry: drug manufacturers - major

        Industry: drug manufacturers - other
                  42 -- Teva Pharmaceutical Industries Ltd (TEVA)
                  53 -- 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)
                  28 -- Cigna Corp (CI)
                 375 -- Aetna Inc. (AET)
                 425 -- UnitedHealth Group Inc (UNH)
        End of Industry: health care plans

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

        Industry: hospitals
                  79 -- 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)
                  25 -- Smith & Nephew Plc (United Kingdom) (SNN)
                  99 -- 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)
                  26 -- Atrion Corp. (ATRI)
                  26 -- Stryker Corp. (SYK)
                  31 -- Utah Medical Products Inc. (UTMD)
                  61 -- DENTSPLY SIRONA Inc (XRAY)
                  79 -- Baxter International Inc. (BAX)
                  83 -- Mesa Laboratories Inc. (MLAB)
        End of Industry: medical instruments & supplies

        Industry: medical laboratories & research
                  27 -- Agilent Technologies Inc. (A)
                  31 -- 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)
          25 -- Smith & Nephew Plc (United Kingdom) (SNN)
          26 -- Atrion Corp. (ATRI)
          26 -- Chemed Corp (CHE)
          26 -- Stryker Corp. (SYK)
          27 -- Agilent Technologies Inc. (A)
          28 -- Cigna Corp (CI)
          30 -- GlaxoSmithKline Plc (GSK)
          31 -- Quest Diagnostics Inc. (DGX)
          31 -- Utah Medical Products Inc. (UTMD)
          35 -- AstraZeneca Plc (AZN)
          41 -- PetMed Express Inc (PETS)
          42 -- Teva Pharmaceutical Industries Ltd (TEVA)
          46 -- Abbott Laboratories (ABT)
          51 -- Amgen Inc (AMGN)
          53 -- Novo-Nordisk A/S (NVO)
          61 -- DENTSPLY SIRONA Inc (XRAY)
          66 -- Bristol-Myers Squibb Co. (BMY)
          79 -- Baxter International Inc. (BAX)
          79 -- Universal Health Services Inc. (UHS)
          83 -- Mesa Laboratories Inc. (MLAB)
          99 -- Bio-Techne Corp (TECH)
         375 -- Aetna Inc. (AET)
         425 -- UnitedHealth Group Inc (UNH)
End of Sector: healthcare

Sector: industrial goods
        Industry: aerospace/defense - major diversified
                  62 -- 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)
                  46 -- CAE Inc. (CAE)
                  53 -- Honeywell International Inc (HON)
                  84 -- 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)
                   5 -- 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)
                  15 -- Crane Co. (CR)
                  15 -- Lennox International Inc (LII)
                  18 -- Graco Inc (GGG)
                  19 -- Briggs & Stratton Corp. (BGG)
                  28 -- Flowserve Corp (FLS)
                  33 -- Ingersoll-Rand Plc (IR)
                  36 -- ITT Inc (ITT)
                  51 -- Cummins Inc. (CMI)
                  79 -- ABB Ltd (ABB)
        End of Industry: diversified machinery

        Industry: farm & construction machinery
                  22 -- NACCO Industries Inc. (NC)
                  36 -- Caterpillar Inc. (CAT)
                  37 -- Deere & Co. (DE)
                  53 -- 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)
                  78 -- Fastenal Co. (FAST)
                  91 -- RPM International Inc (DE) (RPM)
                 185 -- Vulcan Materials Co (Holding Company) (VMC)
        End of Industry: general building materials

        Industry: general contractors
                 130 -- 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)
                  13 -- Rockwell Automation Inc. (ROK)
                  16 -- Eaton Corp plc (ETN)
                  18 -- 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)
                  83 -- 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)
                  38 -- Universal Forest Products Inc. (UFPI)
                 203 -- 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)
                  41 -- 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
                   3 -- Horton (D.R.) Inc. (DHI)
                  36 -- PulteGroup Inc (PHM)
                  71 -- KB HOME (KBH)
                 150 -- Lennar Corp. (LEN)
        End of Industry: residential construction

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

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

        Industry: waste management
                  55 -- Ecology And Environment Inc. (EEI)
                 103 -- Republic Services Inc (RSG)
                 117 -- Waste Connections Inc (Canada) (WCN)
                1970 -- Waste Management Inc. (DE) (WM)
        End of Industry: waste management

           1 -- Barnes Group Inc. (B)
           3 -- AZZ Inc (AZZ)
           3 -- Horton (D.R.) Inc. (DHI)
           4 -- Gorman-Rupp Co. (GRC)
           4 -- Griffon Corp. (GFF)
           5 -- Dover Corp (DOV)
           5 -- Emerson Electric Co. (EMR)
           5 -- Tennant Co. (TNC)
           6 -- Albany International Corp (AIN)
           6 -- MDU Resources Group Inc. (MDU)
           6 -- Stanley Black & Decker Inc (SWK)
           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 -- Rockwell Automation Inc. (ROK)
          13 -- Valmont Industries Inc (VMI)
          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 -- Franklin Electric Co. Inc. (FELE)
          18 -- Graco Inc (GGG)
          19 -- Briggs & Stratton Corp. (BGG)
          21 -- Lockheed Martin Corp (LMT)
          21 -- Martin Marietta Materials Inc. (MLM)
          21 -- Masco Corp. (MAS)
          22 -- Granite Construction Inc. (GVA)
          22 -- NACCO Industries Inc. (NC)
          22 -- Timken Co. (The) (TKR)
          24 -- Smith (A O) Corp (AOS)
          25 -- Rockwell Collins Inc. (COL)
          25 -- Toro Company (The) (TTC)
          26 -- Altra Industrial Motion Corp (AIMC)
          28 -- Flowserve Corp (FLS)
          28 -- Reliance Steel & Aluminum Co. (RS)
          30 -- Lincoln Electric Holdings Inc. (LECO)
          31 -- AMETEK Inc. (AME)
          32 -- Valspar Corp (VAL)
          33 -- Ingersoll-Rand Plc (IR)
          36 -- Caterpillar Inc. (CAT)
          36 -- ITT Inc (ITT)
          36 -- PulteGroup Inc (PHM)
          37 -- Deere & Co. (DE)
          38 -- Universal Forest Products Inc. (UFPI)
          41 -- United States Steel Corp. (X)
          44 -- Daktronics Inc. (DAKT)
          46 -- CAE Inc. (CAE)
          51 -- Cummins Inc. (CMI)
          53 -- Honeywell International Inc (HON)
          53 -- Lindsay Corp (LNN)
          55 -- Ecology And Environment Inc. (EEI)
          62 -- Raytheon Co. (RTN)
          64 -- Matthews International Corp (MATW)
          71 -- KB HOME (KBH)
          78 -- Fastenal Co. (FAST)
          79 -- ABB Ltd (ABB)
          83 -- Belden Inc (BDC)
          84 -- Sturm Ruger & Co. Inc. (RGR)
          91 -- RPM International Inc (DE) (RPM)
         103 -- Republic Services Inc (RSG)
         117 -- Waste Connections Inc (Canada) (WCN)
         130 -- Comfort Systems USA Inc (FIX)
         150 -- Lennar Corp. (LEN)
         185 -- Vulcan Materials Co (Holding Company) (VMC)
         203 -- Weyerhaeuser Co (WY)
         214 -- Culp Inc (CFI)
        1970 -- 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)
                  28 -- FedEx Corp (FDX)
                  44 -- 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)
                  25 -- Foot Locker Inc. (FL)
                  30 -- The Gap Inc (GPS)
                  35 -- GUESS ? Inc. (GES)
                  47 -- DSW Inc (DSW)
                  69 -- Stage Stores Inc. (SSI)
                 183 -- American Eagle Outfitters Inc. (AEO)
        End of Industry: apparel stores

        Industry: auto dealerships
                  17 -- Lithia Motors Inc (LAD)
                  28 -- Penske Automotive Group Inc (PAG)
                 137 -- Group 1 Automotive Inc. (GPI)
        End of Industry: auto dealerships

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

        Industry: gaming activities
        End of Industry: gaming activities

        Industry: general entertainment
                  54 -- Carnival Corp (CCL)
                 110 -- Cedar Fair LP (FUN)
                 113 -- Royal Caribbean Cruises Ltd (RCL)
                 554 -- Six Flags Entertainment Corp (SIX)
        End of Industry: general entertainment

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

        Industry: home furnishing stores
                  14 -- Williams Sonoma Inc (WSM)
                 144 -- 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)
                  61 -- 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)
                  61 -- Wyndham Worldwide Corp (WYN)
                  74 -- Marriott International Inc. (MAR)
                 104 -- STARWOOD HOTELS & RESORTS WORLDWIDE INC (HOT)
        End of Industry: lodging

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

        Industry: marketing services
                  33 -- National CineMedia Inc (NCMI)
                  38 -- 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)
                  17 -- Service Corp. International (SCI)
        End of Industry: personal services

        Industry: publishing - newspapers
                 141 -- 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)
                  75 -- Canadian National Railway Co. (CNI)
        End of Industry: railroads

        Industry: regional airlines
                  87 -- Southwest Airlines Co (LUV)
                 101 -- 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)
                 112 -- Textainer Group Holdings Ltd (TGH)
                1100 -- TAL Education Group (TAL)
        End of Industry: rental & leasing services

        Industry: research services
                  16 -- 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)
                  41 -- WENDYS / ARBYS GROUP INC (WEN)
                  42 -- Cheesecake Factory Inc. (The) (CAKE)
                  53 -- Darden Restaurants Inc. (DRI)
                  92 -- Brinker International Inc. (EAT)
                 147 -- Cracker Barrel Old Country Store Inc. (CBRL)
        End of Industry: restaurants

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

        Industry: shipping
                  40 -- Teekay Offshore Partners LP (TOO)
                  58 -- Teekay LNG Partners LP (TGP)
                  67 -- Teekay Corp (TK)
        End of Industry: shipping

        Industry: special retail, other
        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
                 101 -- 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
                  13 -- Robert Half International Inc. (RHI)
                  28 -- ManpowerGroup (MAN)
                  40 -- Resources Connection Inc (RECN)
                  60 -- Paychex Inc (PAYX)
                  91 -- Barrett Business Services Inc. (BBSI)
        End of Industry: staffing & outsourcing services

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

        Industry: trucking
                   1 -- Landstar System Inc. (LSTR)
                  63 -- Knight Transportation Inc. (KNX)
                 117 -- Hunt (J.B.) Transport Services Inc. (JBHT)
        End of Industry: trucking

           1 -- Landstar System Inc. (LSTR)
           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)
           9 -- VSE Corp. (VSEC)
          10 -- Chico's FAS Inc (CHS)
          10 -- Costco Wholesale Corp (COST)
          10 -- Deluxe Corp. (DLX)
          11 -- Genuine Parts Co. (GPC)
          12 -- Cass Information Systems Inc. (CASS)
          12 -- Kroger Co (The) (KR)
          12 -- Ross Stores Inc. (ROST)
          13 -- Applied Industrial Technologies Inc. (AIT)
          13 -- Block (H & R) Inc. (HRB)
          13 -- Comcast Corp (CMCSA)
          13 -- GameStop Corp (GME)
          13 -- Meredith Corp (MDP)
          13 -- Robert Half International Inc. (RHI)
          13 -- United Parcel Service Inc (UPS)
          14 -- Williams Sonoma Inc (WSM)
          15 -- Accenture plc (ACN)
          15 -- National American University Holdings Inc. (NAUH)
          15 -- Patterson Companies Inc (PDCO)
          15 -- Suburban Propane Partners LP (SPH)
          16 -- Landauer Inc. (LDR)
          16 -- Nordstrom Inc. (JWN)
          16 -- Sysco Corp (SYY)
          17 -- Cardinal Health Inc. (CAH)
          17 -- Lithia Motors Inc (LAD)
          17 -- Lowe's Companies Inc (LOW)
          17 -- Service Corp. International (SCI)
          17 -- Starbucks Corp. (SBUX)
          17 -- Tractor Supply Co. (TSCO)
          18 -- TJX Companies Inc. (TJX)
          19 -- Brady Corp (BRC)
          19 -- McKesson Corp (MCK)
          20 -- Global Partners LP (GLP)
          20 -- McDonald's Corp (MCD)
          21 -- Expeditors International of Washington Inc. (EXPD)
          22 -- Casey's General Stores Inc. (CASY)
          22 -- Rollins Inc. (ROL)
          22 -- Trinity Industries Inc. (TRN)
          22 -- Winmark Corp (WINA)
          23 -- CVS Health Corporation (CVS)
          24 -- Total System Services Inc. (TSS)
          25 -- Foot Locker Inc. (FL)
          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 -- FedEx Corp (FDX)
          28 -- ManpowerGroup (MAN)
          28 -- Penske Automotive Group Inc (PAG)
          28 -- Tiffany & Co. (TIF)
          29 -- Time Warner Inc (TWX)
          30 -- The Gap Inc (GPS)
          31 -- AARONS INC (AAN)
          31 -- Core Mark Holding Co Inc (CORE)
          32 -- Best Buy Inc (BBY)
          33 -- National CineMedia Inc (NCMI)
          33 -- Union Pacific Corp (UNP)
          34 -- Moody's Corp. (MCO)
          34 -- Yum! Brands Inc (YUM)
          35 -- GUESS ? Inc. (GES)
          36 -- Brinks Co (The) (BCO)
          38 -- Harte-Hanks Inc (HHS)
          38 -- Ritchie Bros Auctioneers Inc (RBA)
          39 -- Finish Line Inc. (The) (FINL)
          40 -- AMERICAN SCIENCE & ENGR INC (ASEI)
          40 -- Resources Connection Inc (RECN)
          40 -- Teekay Offshore Partners LP (TOO)
          41 -- Target Corp (TGT)
          41 -- WENDYS / ARBYS GROUP INC (WEN)
          42 -- Cheesecake Factory Inc. (The) (CAKE)
          42 -- DeVry Education Group Inc (DV)
          42 -- Shaw Communications Inc (SJR)
          44 -- Robinson (C.H.) Worldwide Inc. (CHRW)
          47 -- Cintas Corporation (CTAS)
          47 -- DSW Inc (DSW)
          47 -- Watsco Inc. (WSO)
          48 -- Donnelley (RR) & Sons Company (RRD)
          50 -- Convergys Corp (CVG)
          51 -- Macys Inc (M)
          53 -- Darden Restaurants Inc. (DRI)
          53 -- Healthcare Services Group Inc. (HCSG)
          54 -- Carnival Corp (CCL)
          54 -- Dillard's Inc. (DDS)
          54 -- Omnicom Group Inc. (OMC)
          58 -- Teekay LNG Partners LP (TGP)
          60 -- Paychex Inc (PAYX)
          61 -- Birner Dental Management Services Inc (BDMS)
          61 -- MSC Industrial Direct Co Inc (MSM)
          61 -- Wyndham Worldwide Corp (WYN)
          63 -- Knight Transportation Inc. (KNX)
          66 -- Disney (Walt) Co. (The) (DIS)
          67 -- Teekay Corp (TK)
          69 -- Stage Stores Inc. (SSI)
          71 -- AmerisourceBergen Corp. (ABC)
          74 -- Marriott International Inc. (MAR)
          75 -- Canadian National Railway Co. (CNI)
          83 -- CBS Corp (CBS)
          87 -- Southwest Airlines Co (LUV)
          91 -- Barrett Business Services Inc. (BBSI)
          92 -- Brinker International Inc. (EAT)
          92 -- Wal-Mart Stores Inc. (WMT)
          96 -- Village Super Market Inc. (VLGEA)
         101 -- Copa Holdings S.A. (CPA)
         101 -- Rent-A-Center Inc. (RCII)
         104 -- STARWOOD HOTELS & RESORTS WORLDWIDE INC (HOT)
         110 -- Cedar Fair LP (FUN)
         112 -- Textainer Group Holdings Ltd (TGH)
         113 -- Royal Caribbean Cruises Ltd (RCL)
         117 -- Hunt (J.B.) Transport Services Inc. (JBHT)
         122 -- Littelfuse Inc. (LFUS)
         128 -- Magna International Inc. (MGA)
         137 -- Group 1 Automotive Inc. (GPI)
         141 -- New York Times Co. (NYT)
         144 -- Haverty Furniture Cos. Inc. (HVT)
         147 -- Cracker Barrel Old Country Store Inc. (CBRL)
         183 -- American Eagle Outfitters Inc. (AEO)
         195 -- TYCO INTERNATIONAL PLC (TYC)
         201 -- Compania Cervecerias Unidas S.A. (Chile) (CCU)
         554 -- Six Flags Entertainment Corp (SIX)
        1100 -- TAL Education Group (TAL)
End of Sector: services

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

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

        Industry: communication equipment
                  18 -- Communications Systems Inc. (JCS)
                  26 -- Harris Corp. (HRS)
                  27 -- Qualcomm Inc (QCOM)
                  30 -- Corning Inc (GLW)
                  58 -- 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
                  66 -- BT Group Plc (BT)
                  68 -- Cogent Communications Holdings Inc. (CCOI)
        End of Industry: diversified communication services

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

        Industry: diversified electronics
                  24 -- Amphenol Corp. (APH)
                  69 -- AVX Corp. (AVX)
                  95 -- 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)
                  26 -- Thomson Reuters Corp (TRI)
                  32 -- Broadridge Financial Solutions Inc (BR)
                  32 -- Morningstar Inc (MORN)
        End of Industry: information & delivery services

        Industry: mobile satellite communications
                  84 -- 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
                  11 -- Raven Industries Inc. (RAVN)
        End of Industry: printed circuit boards

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

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

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

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

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

        Industry: software
                 244 -- 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
                   3 -- 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)
                 154 -- CenturyLink Inc. (CTL)
        End of Industry: telecom services - domestic

        Industry: telecom services - foreign
                  34 -- Nippon Telegraph & Telephone Corp. (Japan) (NTT)
                  92 -- 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)
                 105 -- Rogers Communications Inc. (RCI)
                 117 -- NTT DoCoMo Inc (DCM)
        End of Industry: wireless communications

           1 -- Black Box Corp. (DE) (BBOX)
           2 -- Garmin Ltd (GRMN)
           3 -- ATN International Inc (ATNI)
           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)
          10 -- Badger Meter Inc (BMI)
          11 -- Raven Industries Inc. (RAVN)
          16 -- KLA-Tencor Corp. (KLAC)
          18 -- Communications Systems Inc. (JCS)
          18 -- HP Inc (HPQ)
          18 -- Xilinx Inc. (XLNX)
          19 -- Mocon Inc. (MOCO)
          19 -- TELUS Corp. (TU)
          20 -- Shenandoah Telecommunications Co (SHEN)
          21 -- International Business Machines Corp. (IBM)
          23 -- FactSet Research Systems Inc. (FDS)
          24 -- Amphenol Corp. (APH)
          26 -- Harris Corp. (HRS)
          26 -- Thomson Reuters Corp (TRI)
          27 -- Applied Materials Inc. (AMAT)
          27 -- Microsoft Corporation (MSFT)
          27 -- Qualcomm Inc (QCOM)
          29 -- Cisco Systems Inc (CSCO)
          30 -- Corning Inc (GLW)
          32 -- AstroNova Inc (ALOT)
          32 -- Broadridge Financial Solutions Inc (BR)
          32 -- Morningstar Inc (MORN)
          34 -- Nippon Telegraph & Telephone Corp. (Japan) (NTT)
          35 -- Texas Instruments Inc. (TXN)
          38 -- China Mobile Limited (CHL)
          39 -- BCE Inc (BCE)
          44 -- Jack Henry & Associates Inc. (JKHY)
          44 -- National Instruments Corp. (NATI)
          52 -- Oracle Corp (ORCL)
          58 -- Tessco Technologies Inc. (TESS)
          61 -- Intel Corp (INTC)
          66 -- BT Group Plc (BT)
          68 -- Cogent Communications Holdings Inc. (CCOI)
          69 -- AVX Corp. (AVX)
          84 -- Inmarsat Plc London (IMASF)
          92 -- Telefonica SA (TEF)
          95 -- TE Connectivity Ltd (TEL)
         104 -- Microchip Technology Inc (MCHP)
         105 -- Rogers Communications Inc. (RCI)
         116 -- Analog Devices Inc (ADI)
         117 -- NTT DoCoMo Inc (DCM)
         124 -- Amdocs Ltd. (DOX)
         129 -- Iron Mountain Inc (New) (IRM)
         145 -- Linear Technology Corp (LLTC)
         154 -- CenturyLink Inc. (CTL)
         159 -- Broadcom Ltd (AVGO)
         244 -- Constellation Software Inc (CNSWF)
         254 -- 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)
                  47 -- Muncy Bank Financial Inc. (Muncy PA) (MYBF)
                  74 -- Computer Services Inc. (CSVI)
                 126 -- Infosys Ltd. (INFY)
        End of Industry: unknown

           2 -- Orange County Bancorp Inc. (OCBI)
          37 -- Pardee Resources Co. (PDER)
          40 -- Randgold Resources Ltd. (GOLD)
          47 -- Muncy Bank Financial Inc. (Muncy PA) (MYBF)
          74 -- Computer Services Inc. (CSVI)
         126 -- 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 -- PG&E Corp. (Holding Co.) (PCG)
                  13 -- Westar Energy Inc (WR)
                  14 -- Ameren Corp (AEE)
                  15 -- Avista Corp. (AVA)
                  16 -- WEC Energy Group Inc (WEC)
                  18 -- Allete Inc. (ALE)
                  23 -- CMS Energy Corp (CMS)
                  23 -- CenterPoint Energy Inc (CNP)
                  31 -- Alliant Energy Corp (LNT)
                  42 -- SCANA Corp (SCG)
        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)
                   3 -- Black Hills Corporation (BKH)
                   4 -- OGE Energy Corp. (OGE)
                   6 -- DTE Energy Co (DTE)
                   7 -- Edison International (EIX)
                   7 -- NextEra Energy Inc (NEE)
                   8 -- Brookfield Infrastructure Partners LP (BIP)
                  10 -- American Electric Power Company Inc. (AEP)
                  10 -- Duke Energy Corp (DUK)
                  12 -- PPL Corp (PPL)
                  12 -- Xcel Energy Inc. (XEL)
                  16 -- Dominion Resources Inc (D)
                  30 -- ITC HLDGS CORP (ITC)
                  30 -- Portland General Electric Co. (POR)
                  78 -- TransAlta Corp. (TAC)
                 116 -- 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)
                  25 -- Oneok Inc (OKE)
                  69 -- Sempra Energy (SRE)
                  71 -- National Fuel Gas Co. (NJ) (NFG)
                 223 -- 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)
                  59 -- 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)
           3 -- Black Hills Corporation (BKH)
           4 -- California Water Service Group (DE) (CWT)
           4 -- Consolidated Edison Inc (ED)
           4 -- OGE Energy Corp. (OGE)
           6 -- American States Water Co (AWR)
           6 -- DTE Energy Co (DTE)
           7 -- Edison International (EIX)
           7 -- NextEra Energy Inc (NEE)
           7 -- PIEDMONT NAT GAS INC (PNY)
           8 -- Artesian Resources Corp. (ARTNA)
           8 -- Brookfield Infrastructure Partners LP (BIP)
           8 -- Middlesex Water Co. (MSEX)
           8 -- Northwestern Corp. (NWE)
           8 -- UGI Corp. (UGI)
           9 -- Aqua America Inc (WTR)
           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 -- New Jersey Resources Corp (NJR)
          10 -- Southwest Gas Holdings Inc (SWX)
          11 -- Public Service Enterprise Group Inc (PEG)
          12 -- PPL Corp (PPL)
          12 -- Xcel Energy Inc. (XEL)
          12 -- York Water Co (YORW)
          13 -- PG&E Corp. (Holding Co.) (PCG)
          13 -- Westar Energy Inc (WR)
          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 -- CMS Energy Corp (CMS)
          23 -- CenterPoint Energy Inc (CNP)
          25 -- AmeriGas Partners LP (APU)
          25 -- Oneok Inc (OKE)
          30 -- ITC HLDGS CORP (ITC)
          30 -- Portland General Electric Co. (POR)
          31 -- Alliant Energy Corp (LNT)
          32 -- American Water Works Co Inc. (AWK)
          32 -- Consolidated Water Co Ltd (CWCO)
          42 -- SCANA Corp (SCG)
          59 -- SJW Group (SJW)
          69 -- Sempra Energy (SRE)
          71 -- National Fuel Gas Co. (NJ) (NFG)
          78 -- TransAlta Corp. (TAC)
         116 -- AES Corp. (AES)
         223 -- Gas Natural Inc (EGAS)
End of Sector: utilities

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