schema.sql

begin;

  create table company (
    symbol text primary key,
    name text,
    sector text,
    industry text
  );

  insert into company (symbol, name, sector, industry) values
    ('DDD','3D Systems Corporation','Technology','Computer Software: Prepackaged Software'),
    ('MMM','3M Company','Health Care','Medical/Dental Instruments'),
    ('WBAI','500.com Limited','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('WUBA','58.com Inc.','Technology','Computer Software: Programming Data Processing'),
    ('AHC','A.H. Belo Corporation','Consumer Services','Newspapers/Magazines'),
    ('ATEN','A10 Networks Inc.','Technology','Computer Communications Equipment'),
    ('AAC','AAC Holdings Inc.','Health Care','Medical Specialities'),
    ('AIR','AAR Corp.','Capital Goods','Aerospace'),
    ('AAN','Aaron's  Inc.','Technology','Diversified Commercial Services'),
    ('ABB','ABB Ltd','Consumer Durables','Electrical Products'),
    ('ABT','Abbott Laboratories','Health Care','Major Pharmaceuticals'),
    ('ABBV','AbbVie Inc.','Health Care','Major Pharmaceuticals'),
    ('ANF','Abercrombie & Fitch Company','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('GCH','Aberdeen Greater China Fund Inc.','n/a','n/a'),
    ('JEQ','Aberdeen Japan Equity Fund Inc. ','n/a','n/a'),
    ('SGF','Aberdeen Singapore Fund Inc.','n/a','n/a'),
    ('ABM','ABM Industries Incorporated','Finance','Diversified Commercial Services'),
    ('AKR','Acadia Realty Trust','Consumer Services','Real Estate Investment Trusts'),
    ('ACN','Accenture plc','Miscellaneous','Business Services'),
    ('ACCO','Acco Brands Corporation','Consumer Durables','Publishing'),
    ('ATV','Acorn International Inc.','Consumer Services','Other Specialty Stores'),
    ('ATU','Actuant Corporation','Technology','Industrial Machinery/Components'),
    ('AYI','Acuity Brands Inc','Consumer Durables','Building Products'),
    ('GOLF','Acushnet Holdings Corp.','Consumer Non-Durables','Recreational Products/Toys'),
    ('ADX','Adams Diversified Equity Fund Inc.','n/a','n/a'),
    ('PEO','Adams Natural Resources Fund Inc.','n/a','n/a'),
    ('AGRO','Adecoagro S.A.','Consumer Non-Durables','Farming/Seeds/Milling'),
    ('ADNT','Adient plc','Capital Goods','Auto Parts:O.E.M.'),
    ('ATGE','Adtalem Global Education Inc.','Consumer Services','Other Consumer Services'),
    ('AAP','Advance Auto Parts Inc','Consumer Services','Other Specialty Stores'),
    ('ADSW','Advanced Disposal Services Inc.','Public Utilities','Environmental Services'),
    ('WMS','Advanced Drainage Systems Inc.','Capital Goods','Containers/Packaging'),
    ('ASX','Advanced Semiconductor Engineering Inc.','Technology','Semiconductors'),
    ('ASIX','AdvanSix Inc.','Basic Industries','Major Chemicals'),
    ('AAV','Advantage Oil & Gas Ltd','Energy','Oil & Gas Production'),
    ('AVK','Advent Claymore Convertible Securities and Income Fund','n/a','n/a'),
    ('AGC','Advent Claymore Convertible Securities and Income Fund II','n/a','n/a'),
    ('LCM','Advent/Claymore Enhanced Growth & Income Fund','n/a','n/a'),
    ('ACM','AECOM','Consumer Services','Military/Government/Technical'),
    ('ANW','Aegean Marine Petroleum Network Inc.','Energy','Oil Refining/Marketing'),
    ('AEB','Aegon NV','Finance','Life Insurance'),
    ('AED','Aegon NV','Finance','Life Insurance'),
    ('AEG','Aegon NV','Finance','Life Insurance'),
    ('AEH','Aegon NV','Finance','Life Insurance'),
    ('AEK','Aegon NV','Finance','Life Insurance'),
    ('AER','Aercap Holdings N.V.','Technology','Diversified Commercial Services'),
    ('HIVE','Aerohive Networks Inc.','Technology','EDP Services'),
    ('AJRD','Aerojet Rocketdyne Holdings Inc. ','Capital Goods','Military/Government/Technical'),
    ('AET','Aetna Inc.','Health Care','Medical Specialities'),
    ('AMG','Affiliated Managers Group Inc.','Finance','Investment Managers'),
    ('AFL','Aflac Incorporated','Finance','Accident &Health Insurance'),
    ('AFSD','Aflac Incorporated','Finance','Accident &Health Insurance'),
    ('MITT','AG Mortgage Investment Trust Inc.','n/a','n/a'),
    ('MITT^A','AG Mortgage Investment Trust Inc.','n/a','n/a'),
    ('MITT^B','AG Mortgage Investment Trust Inc.','n/a','n/a'),
    ('AGCO','AGCO Corporation','Capital Goods','Industrial Machinery/Components'),
    ('A','Agilent Technologies Inc.','Capital Goods','Biotechnology: Laboratory Analytical Instruments'),
    ('AEM','Agnico Eagle Mines Limited','Basic Industries','Precious Metals'),
    ('ADC','Agree Realty Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('AGU','Agrium Inc.','Basic Industries','Agricultural Chemicals'),
    ('AL','Air Lease Corporation','Technology','Diversified Commercial Services'),
    ('APD','Air Products and Chemicals Inc.','Basic Industries','Major Chemicals'),
    ('AYR','Aircastle Limited','Technology','Diversified Commercial Services'),
    ('AKS','AK Steel Holding Corporation','Basic Industries','Steel/Iron Ore'),
    ('ALP^Q','Alabama Power Company','n/a','n/a'),
    ('ALG','Alamo Group Inc.','Capital Goods','Industrial Machinery/Components'),
    ('AGI','Alamos Gold Inc.','Basic Industries','Precious Metals'),
    ('ALK','Alaska Air Group Inc.','Transportation','Air Freight/Delivery Services'),
    ('AIN','Albany International Corporation','Basic Industries','Textiles'),
    ('ALB','Albemarle Corporation','Basic Industries','Major Chemicals'),
    ('AA','Alcoa Corporation','Basic Industries','Aluminum'),
    ('ALEX','Alexander & Baldwin Holdings Inc.','Finance','Real Estate'),
    ('ALX','Alexander's Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('ARE','Alexandria Real Estate Equities Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('ARE^D','Alexandria Real Estate Equities Inc.','n/a','n/a'),
    ('AQN','Algonquin Power & Utilities Corp.','Public Utilities','Electric Utilities: Central'),
    ('BABA','Alibaba Group Holding Limited','Miscellaneous','Business Services'),
    ('Y','Alleghany Corporation','Finance','Property-Casualty Insurers'),
    ('ATI','Allegheny Technologies Incorporated','Basic Industries','Steel/Iron Ore'),
    ('ALLE','Allegion plc','Consumer Services','Diversified Commercial Services'),
    ('AGN','Allergan plc.','Health Care','Major Pharmaceuticals'),
    ('AGN^A','Allergan plc.','n/a','n/a'),
    ('ALE','Allete Inc.','Public Utilities','Power Generation'),
    ('AKP','Alliance California Municipal Income Fund Inc','n/a','n/a'),
    ('ADS','Alliance Data Systems Corporation','Miscellaneous','Business Services'),
    ('AFB','Alliance National Municipal Income Fund Inc','n/a','n/a'),
    ('AOI','Alliance One International Inc.','Consumer Services','Farming/Seeds/Milling'),
    ('AWF','Alliance World Dollar Government Fund II','n/a','n/a'),
    ('AB','AllianceBernstein Holding L.P.','Finance','Investment Managers'),
    ('LNT','Alliant Energy Corporation','Public Utilities','Power Generation'),
    ('CBH','AllianzGI Convertible & Income 2024 Target Term Fund','n/a','n/a'),
    ('NCV','AllianzGI Convertible & Income Fund','n/a','n/a'),
    ('NCZ','AllianzGI Convertible & Income Fund II','n/a','n/a'),
    ('ACV','AllianzGI Diversified Income & Convertible Fund','n/a','n/a'),
    ('NIE','AllianzGI Equity & Convertible Income Fund','n/a','n/a'),
    ('NFJ','AllianzGI NFJ Dividend Interest & Premium Strategy Fund','Finance','Finance: Consumer Services'),
    ('ALSN','Allison Transmission Holdings Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('ALL','Allstate Corporation (The)','Finance','Property-Casualty Insurers'),
    ('ALL^A','Allstate Corporation (The)','n/a','n/a'),
    ('ALL^B','Allstate Corporation (The)','n/a','n/a'),
    ('ALL^C','Allstate Corporation (The)','n/a','n/a'),
    ('ALL^D','Allstate Corporation (The)','n/a','n/a'),
    ('ALL^E','Allstate Corporation (The)','n/a','n/a'),
    ('ALL^F','Allstate Corporation (The)','n/a','n/a'),
    ('ALLY','Ally Financial Inc.','Finance','Finance: Consumer Services'),
    ('ALLY^A','Ally Financial Inc.','n/a','n/a'),
    ('ALDW','Alon USA Partners LP','Energy','Integrated oil Companies'),
    ('AGD','Alpine Global Dynamic Dividend Fund','n/a','n/a'),
    ('AWP','Alpine Global Premier Properties Fund','n/a','n/a'),
    ('AOD','Alpine Total Dynamic Dividend Fund','n/a','n/a'),
    ('AYX','Alteryx Inc.','Technology','Computer Software: Prepackaged Software'),
    ('ATUS','Altice USA Inc.','Consumer Services','Television Services'),
    ('RESI','Altisource Residential Corporation','Finance','Real Estate'),
    ('MO','Altria Group','Consumer Non-Durables','Farming/Seeds/Milling'),
    ('ACH','Aluminum Corporation of China Limited','Basic Industries','Aluminum'),
    ('AMBR','Amber Road Inc.','Technology','Computer Software: Prepackaged Software'),
    ('ABEV','Ambev S.A.','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('AMC','AMC Entertainment Holdings Inc.','Consumer Services','Movies/Entertainment'),
    ('AEE','Ameren Corporation','Public Utilities','Power Generation'),
    ('AMRC','Ameresco Inc.','Basic Industries','Engineering & Construction'),
    ('AMOV','America Movil S.A.B. de C.V.','Public Utilities','Telecommunications Equipment'),
    ('AMX','America Movil S.A.B. de C.V.','Public Utilities','Telecommunications Equipment'),
    ('AAT','American Assets Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('AXL','American Axle & Manufacturing Holdings Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('ACC','American Campus Communities Inc','Consumer Services','Real Estate Investment Trusts'),
    ('AEO','American Eagle Outfitters Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('AEP','American Electric Power Company Inc.','Public Utilities','Electric Utilities: Central'),
    ('AEL','American Equity Investment Life Holding Company','Finance','Life Insurance'),
    ('AXP','American Express Company','Finance','Finance: Consumer Services'),
    ('AFG','American Financial Group Inc.','Finance','Property-Casualty Insurers'),
    ('AFGE','American Financial Group Inc.','Finance','Property-Casualty Insurers'),
    ('AFGH','American Financial Group Inc.','Finance','Property-Casualty Insurers'),
    ('AMH','American Homes 4 Rent','Consumer Services','Real Estate Investment Trusts'),
    ('AMH^C','American Homes 4 Rent','n/a','n/a'),
    ('AMH^D','American Homes 4 Rent','n/a','n/a'),
    ('AMH^E','American Homes 4 Rent','n/a','n/a'),
    ('AMH^F','American Homes 4 Rent','n/a','n/a'),
    ('AMH^G','American Homes 4 Rent','n/a','n/a'),
    ('AIG','American International Group Inc.','Finance','Property-Casualty Insurers'),
    ('AIG.WS','American International Group Inc.','n/a','n/a'),
    ('AMID','American Midstream Partners LP','Public Utilities','Natural Gas Distribution'),
    ('ARL','American Realty Investors Inc.','Finance','Real Estate'),
    ('ARA','American Renal Associates Holdings Inc','Health Care','Hospital/Nursing Management'),
    ('AWR','American States Water Company','Public Utilities','Water Supply'),
    ('AMT','American Tower Corporation (REIT)','Consumer Services','Real Estate Investment Trusts'),
    ('AMT^B','American Tower Corporation (REIT)','n/a','n/a'),
    ('AVD','American Vanguard Corporation','Basic Industries','Agricultural Chemicals'),
    ('AWK','American Water Works','Public Utilities','Water Supply'),
    ('APU','AmeriGas Partners L.P.','Consumer Services','Other Specialty Stores'),
    ('AMP','AMERIPRISE FINANCIAL SERVICES INC.','Finance','Investment Managers'),
    ('ABC','AmerisourceBergen Corporation (Holding Co)','Health Care','Other Pharmaceuticals'),
    ('ANFI','Amira Nature Foods Ltd','Consumer Non-Durables','Packaged Foods'),
    ('AMN','AMN Healthcare Services Inc','Technology','Professional Services'),
    ('AP','Ampco-Pittsburgh Corporation','Capital Goods','Fluid Controls'),
    ('APH','Amphenol Corporation','Capital Goods','Electrical Products'),
    ('BETR','Amplify Snack Brands inc.','Consumer Non-Durables','Packaged Foods'),
    ('AXR','AMREP Corporation','Consumer Services','Newspapers/Magazines'),
    ('AME','AMTEK Inc.','Consumer Durables','Metal Fabrications'),
    ('AFSI^A','AmTrust Financial Services Inc.','n/a','n/a'),
    ('AFSI^B','AmTrust Financial Services Inc.','n/a','n/a'),
    ('AFSI^C','AmTrust Financial Services Inc.','n/a','n/a'),
    ('AFSI^D','AmTrust Financial Services Inc.','n/a','n/a'),
    ('AFSI^E','AmTrust Financial Services Inc.','n/a','n/a'),
    ('AFSI^F','AmTrust Financial Services Inc.','n/a','n/a'),
    ('AFSS','AmTrust Financial Services Inc.','Finance','Property-Casualty Insurers'),
    ('AFST','AmTrust Financial Services Inc.','Finance','Property-Casualty Insurers'),
    ('AEUA','Anadarko Petroleum Corporation','Energy','Oil & Gas Production'),
    ('APC','Anadarko Petroleum Corporation','Energy','Oil & Gas Production'),
    ('ANDV','Andeavor','Energy','Integrated oil Companies'),
    ('ANDX','Andeavor Logistics LP','Energy','Natural Gas Distribution'),
    ('AU','AngloGold Ashanti Limited','Basic Industries','Precious Metals'),
    ('BUD','Anheuser-Busch Inbev SA','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('AXE','Anixter International Inc.','Consumer Non-Durables','Telecommunications Equipment'),
    ('NLY','Annaly Capital Management Inc','Consumer Services','Real Estate Investment Trusts'),
    ('NLY^C','Annaly Capital Management Inc','n/a','n/a'),
    ('NLY^D','Annaly Capital Management Inc','n/a','n/a'),
    ('NLY^E','Annaly Capital Management Inc','n/a','n/a'),
    ('NLY^F','Annaly Capital Management Inc','n/a','n/a'),
    ('AMGP','Antero Midstream GP LP','Public Utilities','Natural Gas Distribution'),
    ('AM','Antero Midstream Partners LP','Public Utilities','Natural Gas Distribution'),
    ('AR','Antero Resources Corporation','Energy','Oil & Gas Production'),
    ('ANTM','Anthem Inc.','Health Care','Medical Specialities'),
    ('ANTX','Anthem Inc.','Health Care','Medical Specialities'),
    ('ANH','Anworth Mortgage Asset  Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('ANH^A','Anworth Mortgage Asset  Corporation','n/a','n/a'),
    ('ANH^B','Anworth Mortgage Asset  Corporation','n/a','n/a'),
    ('ANH^C','Anworth Mortgage Asset  Corporation','n/a','n/a'),
    ('AON','Aon plc','Finance','Specialty Insurers'),
    ('APA','Apache Corporation','Energy','Oil & Gas Production'),
    ('AIV','Apartment Investment and Management Company','Consumer Services','Real Estate Investment Trusts'),
    ('AIV^A','Apartment Investment and Management Company','n/a','n/a'),
    ('ARI','Apollo Commercial Real Estate Finance','Consumer Services','Real Estate Investment Trusts'),
    ('ARI^C','Apollo Commercial Real Estate Finance','n/a','n/a'),
    ('APO','Apollo Global Management LLC','Finance','Investment Managers'),
    ('APO^A','Apollo Global Management LLC','n/a','n/a'),
    ('AIY','Apollo Investment Corporation','n/a','n/a'),
    ('AFT','Apollo Senior Floating Rate Fund Inc.','n/a','n/a'),
    ('AIF','Apollo Tactical Income Fund Inc.','n/a','n/a'),
    ('APLE','Apple Hospitality REIT Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('AIT','Applied Industrial Technologies Inc.','Consumer Durables','Industrial Specialties'),
    ('ATR','AptarGroup Inc.','Consumer Non-Durables','Plastic Products'),
    ('WTR','Aqua America Inc.','Public Utilities','Water Supply'),
    ('AQ','Aquantia Corp.','Technology','Semiconductors'),
    ('WAAS','AquaVenture Holdings Limited','Public Utilities','Water Supply'),
    ('ARMK','Aramark','Consumer Services','Restaurants'),
    ('ABR','Arbor Realty Trust','Consumer Services','Real Estate Investment Trusts'),
    ('ABR^A','Arbor Realty Trust','n/a','n/a'),
    ('ABR^B','Arbor Realty Trust','n/a','n/a'),
    ('ABR^C','Arbor Realty Trust','n/a','n/a'),
    ('ABRN','Arbor Realty Trust','Consumer Services','Real Estate Investment Trusts'),
    ('ARC','ARC Document Solutions Inc.','Consumer Services','Professional Services'),
    ('ARCX','Arc Logistic Partners LP','Energy','Oil Refining/Marketing'),
    ('MT','ArcelorMittal','Basic Industries','Steel/Iron Ore'),
    ('ARH^C','Arch Capital Group Ltd.','n/a','n/a'),
    ('ARCH','Arch Coal Inc.','Energy','Coal Mining'),
    ('ADM','Archer-Daniels-Midland Company','Consumer Non-Durables','Packaged Foods'),
    ('AROC','Archrock Inc.','Public Utilities','Natural Gas Distribution'),
    ('ARNC','Arconic Inc.','Capital Goods','Metal Fabrications'),
    ('ARCO','Arcos Dorados Holdings Inc.','Consumer Services','Restaurants'),
    ('ARD','Ardagh Group S.A.','Consumer Durables','Containers/Packaging'),
    ('ASC','Ardmore Shipping Corporation','Transportation','Marine Transportation'),
    ('AFC','Ares Capital Corporation','n/a','n/a'),
    ('ACRE','Ares Commercial Real Estate Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('ARDC','Ares Dynamic Credit Allocation Fund Inc.','n/a','n/a'),
    ('ARES','Ares Management L.P.','Finance','Investment Managers'),
    ('ARES^A','Ares Management L.P.','n/a','n/a'),
    ('AGX','Argan Inc.','Basic Industries','Engineering & Construction'),
    ('ANET','Arista Networks Inc.','Technology','Computer Communications Equipment'),
    ('AI','Arlington Asset Investment Corp','Finance','Finance/Investors Services'),
    ('AI^B','Arlington Asset Investment Corp','n/a','n/a'),
    ('AIC','Arlington Asset Investment Corp','Finance','Finance/Investors Services'),
    ('AIW','Arlington Asset Investment Corp','Finance','Finance/Investors Services'),
    ('AHH','Armada Hoffler Properties Inc.','Finance','Real Estate'),
    ('ARR','ARMOUR Residential REIT Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('ARR^A','ARMOUR Residential REIT Inc.','n/a','n/a'),
    ('ARR^B','ARMOUR Residential REIT Inc.','n/a','n/a'),
    ('AFI','Armstrong Flooring Inc.','Consumer Non-Durables','Plastic Products'),
    ('AWI','Armstrong World Industries Inc','Consumer Non-Durables','Plastic Products'),
    ('ARW','Arrow Electronics Inc.','Consumer Non-Durables','Electronic Components'),
    ('AJG','Arthur J. Gallagher & Co.','Finance','Specialty Insurers'),
    ('APAM','Artisan Partners Asset Management Inc.','Finance','Investment Managers'),
    ('ASA','ASA Gold and Precious Metals Limited','n/a','n/a'),
    ('ABG','Asbury Automotive Group Inc','Consumer Durables','Automotive Aftermarket'),
    ('AHP','Ashford Hospitality Prime Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('AHP^B','Ashford Hospitality Prime Inc.','n/a','n/a'),
    ('AHT','Ashford Hospitality Trust Inc','Consumer Services','Real Estate Investment Trusts'),
    ('AHT^D','Ashford Hospitality Trust Inc','n/a','n/a'),
    ('AHT^F','Ashford Hospitality Trust Inc','n/a','n/a'),
    ('AHT^G','Ashford Hospitality Trust Inc','n/a','n/a'),
    ('AHT^H','Ashford Hospitality Trust Inc','n/a','n/a'),
    ('ASH','Ashland Global Holdings Inc.','Consumer Durables','Specialty Chemicals'),
    ('APB','Asia Pacific Fund Inc. (The)','n/a','n/a'),
    ('GRR','Asia Tigers Fund Inc. (The)','n/a','n/a'),
    ('ASPN','Aspen Aerogels Inc.','Consumer Services','RETAIL: Building Materials'),
    ('AHL','Aspen Insurance Holdings Limited','Finance','Property-Casualty Insurers'),
    ('AHL^C','Aspen Insurance Holdings Limited','n/a','n/a'),
    ('AHL^D','Aspen Insurance Holdings Limited','n/a','n/a'),
    ('ASB','Associated Banc-Corp','Finance','Major Banks'),
    ('ASB^C','Associated Banc-Corp','n/a','n/a'),
    ('ASB^D','Associated Banc-Corp','n/a','n/a'),
    ('AC','Associated Capital Group Inc.','Finance','Investment Bankers/Brokers/Service'),
    ('AIZ','Assurant Inc.','Finance','Accident &Health Insurance'),
    ('AGO','Assured Guaranty Ltd.','Finance','Property-Casualty Insurers'),
    ('AGO^B','Assured Guaranty Ltd.','n/a','n/a'),
    ('AGO^E','Assured Guaranty Ltd.','n/a','n/a'),
    ('AGO^F','Assured Guaranty Ltd.','n/a','n/a'),
    ('AZN','Astrazeneca PLC','Health Care','Major Pharmaceuticals'),
    ('HOME','At Home Group Inc.','Consumer Services','Home Furnishings'),
    ('T','AT&T Inc.','Public Utilities','Telecommunications Equipment'),
    ('TBB','AT&T Inc.','Public Utilities','Telecommunications Equipment'),
    ('ATTO','Atento S.A.','Public Utilities','Telecommunications Equipment'),
    ('ATH','Athene Holding Ltd.','Finance','Life Insurance'),
    ('ATKR','Atkore International Group Inc.','Miscellaneous','Industrial Machinery/Components'),
    ('AT','Atlantic Power Corporation','Energy','Electric Utilities: Central'),
    ('ATO','Atmos Energy Corporation','Public Utilities','Oil/Gas Transmission'),
    ('AUO','AU Optronics Corp','Technology','Semiconductors'),
    ('ATHM','Autohome Inc.','Technology','EDP Services'),
    ('ALV','Autoliv Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('AN','AutoNation Inc.','Consumer Durables','Automotive Aftermarket'),
    ('AZO','AutoZone Inc.','Consumer Services','Other Specialty Stores'),
    ('AVB','AvalonBay Communities Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('AGR','Avangrid Inc.','Public Utilities','Electric Utilities: Central'),
    ('ACP','Avenue Income Credit Strategies Fund','n/a','n/a'),
    ('AVY','Avery Dennison Corporation','Consumer Durables','Containers/Packaging'),
    ('AVH','Avianca Holdings S.A.','Transportation','Air Freight/Delivery Services'),
    ('AVA','Avista Corporation','Public Utilities','Power Generation'),
    ('AVT','Avnet Inc.','Consumer Non-Durables','Electronic Components'),
    ('AVP','Avon Products Inc.','Consumer Non-Durables','Package Goods/Cosmetics'),
    ('AVX','AVX Corporation','Capital Goods','Electrical Products'),
    ('AXTA','Axalta Coating Systems Ltd.','Basic Industries','Paints/Coatings'),
    ('AXS','Axis Capital Holdings Limited','Finance','Property-Casualty Insurers'),
    ('AXS^D','Axis Capital Holdings Limited','n/a','n/a'),
    ('AXS^E','Axis Capital Holdings Limited','n/a','n/a'),
    ('AZUL','Azul S.A.','Transportation','Air Freight/Delivery Services'),
    ('AZRE','Azure Power Global Limited','Public Utilities','Electric Utilities: Central'),
    ('AZZ','AZZ Inc.','Consumer Durables','Building Products'),
    ('BGS','B&G Foods Inc.','Consumer Non-Durables','Packaged Foods'),
    ('BW','Babcock','Capital Goods','Building Products'),
    ('BGH','Babson Global Short Duration High Yield Fund','n/a','n/a'),
    ('BMI','Badger Meter Inc.','Capital Goods','Industrial Machinery/Components'),
    ('BHGE','Baker Hughes a GE company','Energy','Metal Fabrications'),
    ('BBN','BalckRock Taxable Municipal Bond Trust','n/a','n/a'),
    ('BLL','Ball Corporation','Consumer Durables','Containers/Packaging'),
    ('BANC','Banc of California Inc.','Finance','Major Banks'),
    ('BANC^C','Banc of California Inc.','n/a','n/a'),
    ('BANC^D','Banc of California Inc.','n/a','n/a'),
    ('BANC^E','Banc of California Inc.','n/a','n/a'),
    ('BBVA','Banco Bilbao Viscaya Argentaria S.A.','Finance','Commercial Banks'),
    ('BBD','Banco Bradesco Sa','Finance','Major Banks'),
    ('BBDO','Banco Bradesco Sa','Finance','Major Banks'),
    ('BCH','Banco De Chile','Finance','Commercial Banks'),
    ('BLX','Banco Latinoamericano de Comercio Exterior S.A.','Finance','Commercial Banks'),
    ('BSBR','Banco Santander Brasil SA','Finance','Commercial Banks'),
    ('BSAC','Banco Santander Chile','Finance','Commercial Banks'),
    ('SAN','Banco Santander S.A.','Finance','Commercial Banks'),
    ('SAN^A','Banco Santander S.A.','n/a','n/a'),
    ('SAN^B','Banco Santander S.A.','n/a','n/a'),
    ('SAN^C','Banco Santander S.A.','n/a','n/a'),
    ('SAN^I','Banco Santander S.A.','n/a','n/a'),
    ('CIB','BanColombia S.A.','Finance','Commercial Banks'),
    ('BXS','BancorpSouth Bank','n/a','n/a'),
    ('BAC','Bank of America Corporation','Finance','Major Banks'),
    ('BAC.WS.A','Bank of America Corporation','n/a','n/a'),
    ('BAC.WS.B','Bank of America Corporation','n/a','n/a'),
    ('BAC^A','Bank of America Corporation','n/a','n/a'),
    ('BAC^C','Bank of America Corporation','n/a','n/a'),
    ('BAC^D','Bank of America Corporation','n/a','n/a'),
    ('BAC^E','Bank of America Corporation','n/a','n/a'),
    ('BAC^I','Bank of America Corporation','n/a','n/a'),
    ('BAC^L','Bank of America Corporation','n/a','n/a'),
    ('BAC^W','Bank of America Corporation','Finance','Major Banks'),
    ('BAC^Y','Bank of America Corporation','Finance','Major Banks'),
    ('BML^G','Bank of America Corporation','n/a','n/a'),
    ('BML^H','Bank of America Corporation','n/a','n/a'),
    ('BML^I','Bank of America Corporation','n/a','n/a'),
    ('BML^J','Bank of America Corporation','n/a','n/a'),
    ('BML^L','Bank of America Corporation','n/a','n/a'),
    ('BOH','Bank of Hawaii Corporation','Finance','Major Banks'),
    ('BMO','Bank Of Montreal','Finance','Commercial Banks'),
    ('NTB','Bank of N.T. Butterfield & Son Limited (The)','Finance','Commercial Banks'),
    ('BK','Bank Of New York Mellon Corporation (The)','Finance','Major Banks'),
    ('BK^C','Bank Of New York Mellon Corporation (The)','n/a','n/a'),
    ('BNS','Bank of Nova Scotia (The)','Finance','Major Banks'),
    ('BKU','BankUnited Inc.','Finance','Savings Institutions'),
    ('BCS','Barclays PLC','Finance','Commercial Banks'),
    ('BCS^D','Barclays PLC','n/a','n/a'),
    ('MCI','Barings Corporate Investors','n/a','n/a'),
    ('MPV','Barings Participation Investors','Consumer Services','Miscellaneous'),
    ('BNED','Barnes & Noble Education Inc','Consumer Services','Other Specialty Stores'),
    ('BKS','Barnes & Noble Inc.','Consumer Services','Other Specialty Stores'),
    ('B','Barnes Group Inc.','Capital Goods','Metal Fabrications'),
    ('CUDA','Barracuda Networks Inc.','Technology','Computer peripheral equipment'),
    ('ABX','Barrick Gold Corporation','Basic Industries','Precious Metals'),
    ('BAS','Basic Energy Services Inc.','Energy','Oilfield Services/Equipment'),
    ('BAX','Baxter International Inc.','Health Care','Medical/Dental Instruments'),
    ('BTE','Baytex Energy Corp','Energy','Oil & Gas Production'),
    ('BBT','BB&T Corporation','Finance','Major Banks'),
    ('BBT^D','BB&T Corporation','n/a','n/a'),
    ('BBT^E','BB&T Corporation','n/a','n/a'),
    ('BBT^F','BB&T Corporation','n/a','n/a'),
    ('BBT^G','BB&T Corporation','n/a','n/a'),
    ('BBT^H','BB&T Corporation','n/a','n/a'),
    ('BFR','BBVA Banco Frances S.A.','Finance','Commercial Banks'),
    ('BBX','BBX Capital Corporation','Finance','Real Estate'),
    ('BCE','BCE Inc.','Public Utilities','Telecommunications Equipment'),
    ('BZH','Beazer Homes USA Inc.','Capital Goods','Homebuilding'),
    ('BDX','Becton Dickinson and Company','Health Care','Medical/Dental Instruments'),
    ('BDXA','Becton Dickinson and Company','Health Care','Medical/Dental Instruments'),
    ('BDC','Belden Inc','Basic Industries','Telecommunications Equipment'),
    ('BDC^B','Belden Inc','n/a','n/a'),
    ('BXE','Bellatrix Exploration Ltd','Energy','Oil & Gas Production'),
    ('BEL','Belmond Ltd.','Consumer Services','Hotels/Resorts'),
    ('BMS','Bemis Company Inc.','Consumer Durables','Containers/Packaging'),
    ('BHE','Benchmark Electronics Inc.','Technology','Electrical Products'),
    ('BRK.A','Berkshire Hathaway Inc.','n/a','n/a'),
    ('BRK.B','Berkshire Hathaway Inc.','n/a','n/a'),
    ('BHLB','Berkshire Hills Bancorp Inc.','Finance','Banks'),
    ('BERY','Berry Global Group Inc.','Consumer Non-Durables','Plastic Products'),
    ('BBY','Best Buy Co. Inc.','Consumer Services','Consumer Electronics/Video Chains'),
    ('BSTI','BEST Inc.','Transportation','Trucking Freight/Courier Services'),
    ('BGCA','BGC Partners Inc.','Finance','Investment Bankers/Brokers/Service'),
    ('BHP','BHP Billiton Limited','Basic Industries','Precious Metals'),
    ('BBL','BHP Billiton plc','Energy','Coal Mining'),
    ('BIG','Big Lots Inc.','Consumer Services','Department/Specialty Retail Stores'),
    ('BH','Biglari Holdings Inc.','Consumer Services','Restaurants'),
    ('BBG','Bill Barrett Corporation','Energy','Oil & Gas Production'),
    ('BIOA','BioAmber Inc.','Basic Industries','Major Chemicals'),
    ('BHVN','Biohaven Pharmaceutical Holding Company Ltd.','Health Care','Major Pharmaceuticals'),
    ('BIO','Bio-Rad Laboratories Inc.','Capital Goods','Biotechnology: Laboratory Analytical Instruments'),
    ('BIO.B','Bio-Rad Laboratories Inc.','n/a','n/a'),
    ('BITA','Bitauto Holdings Limited','Technology','EDP Services'),
    ('BKH','Black Hills Corporation','Public Utilities','Electric Utilities: Central'),
    ('BKHU','Black Hills Corporation','Public Utilities','Electric Utilities: Central'),
    ('BKI','Black Knight Inc.','Technology','Computer Software: Prepackaged Software'),
    ('BSM','Black Stone Minerals L.P.','Energy','Oil & Gas Production'),
    ('BB','BlackBerry Limited','Technology','Computer Software: Prepackaged Software'),
    ('BGIO','BlackRock 2022 Global Income Opportunity Trust','n/a','n/a'),
    ('BJZ','Blackrock California Municipal 2018 Term Trust','n/a','n/a'),
    ('BFZ','BlackRock California Municipal Income Trust','n/a','n/a'),
    ('CII','Blackrock Capital and Income Strategies Fund Inc','n/a','n/a'),
    ('BHK','Blackrock Core Bond Trust','n/a','n/a'),
    ('HYT','Blackrock Corporate High Yield Fund Inc.','n/a','n/a'),
    ('BTZ','BlackRock Credit Allocation Income Trust','n/a','n/a'),
    ('DSU','Blackrock Debt Strategies Fund Inc.','n/a','n/a'),
    ('BGR','BlackRock Energy and Resources Trust','n/a','n/a'),
    ('BDJ','Blackrock Enhanced Equity Dividend Trust','n/a','n/a'),
    ('EGF','Blackrock Enhanced Government Fund Inc','n/a','n/a'),
    ('FRA','Blackrock Floating Rate Income Strategies Fund Inc','n/a','n/a'),
    ('BFO','Blackrock Florida Municipal 2020 Term Trust','n/a','n/a'),
    ('BGT','Blackrock Global','n/a','n/a'),
    ('BOE','Blackrock Global','n/a','n/a'),
    ('BME','Blackrock Health Sciences Trust','n/a','n/a'),
    ('BAF','BlackRock Income Investment Quality Trust','n/a','n/a'),
    ('BKT','BlackRock Income Trust Inc. (The)','n/a','n/a'),
    ('BGY','BLACKROCK INTERNATIONAL LTD.','n/a','n/a'),
    ('BKN','BlackRock Investment Quality Municipal Trust Inc. (The)','n/a','n/a'),
    ('BTA','BlackRock Long-Term Municipal Advantage Trust','n/a','n/a'),
    ('BIT','BlackRock Multi-Sector Income Trust','n/a','n/a'),
    ('MUI','Blackrock Muni Intermediate Duration Fund Inc','n/a','n/a'),
    ('MNE','Blackrock Muni New York Intermediate Duration Fund Inc','n/a','n/a'),
    ('MUA','Blackrock MuniAssets Fund Inc.','n/a','n/a'),
    ('BPK','Blackrock Municipal 2018 Term Trust','n/a','n/a'),
    ('BKK','Blackrock Municipal 2020 Term Trust','n/a','n/a'),
    ('BBK','Blackrock Municipal Bond Trust','n/a','n/a'),
    ('BBF','BlackRock Municipal Income Investment Trust','n/a','n/a'),
    ('BYM','Blackrock Municipal Income Quality Trust','n/a','n/a'),
    ('BFK','BlackRock Municipal Income Trust','n/a','n/a'),
    ('BTT','BlackRock Municipal Target Term Trust Inc. (The)','n/a','n/a'),
    ('MEN','Blackrock MuniEnhanced Fund Inc.','n/a','n/a'),
    ('MUC','Blackrock MuniHoldings California Quality Fund  Inc.','n/a','n/a'),
    ('MUH','Blackrock MuniHoldings Fund II Inc.','n/a','n/a'),
    ('MHD','Blackrock MuniHoldings Fund Inc.','n/a','n/a'),
    ('MFL','Blackrock MuniHoldings Investment Quality Fund','n/a','n/a'),
    ('MUJ','Blackrock MuniHoldings New Jersey Insured Fund Inc.','n/a','n/a'),
    ('MHN','Blackrock MuniHoldings New York Quality Fund Inc.','n/a','n/a'),
    ('MUE','Blackrock MuniHoldings Quality Fund II Inc.','n/a','n/a'),
    ('MUS','Blackrock MuniHoldings Quality Fund Inc.','n/a','n/a'),
    ('MVT','Blackrock MuniVest Fund II Inc.','n/a','n/a'),
    ('MYC','Blackrock MuniYield California Fund Inc.','n/a','n/a'),
    ('MCA','Blackrock MuniYield California Insured Fund Inc.','n/a','n/a'),
    ('MYD','Blackrock MuniYield Fund Inc.','n/a','n/a'),
    ('MYF','Blackrock MuniYield Investment Fund','n/a','n/a'),
    ('MFT','Blackrock MuniYield Investment QualityFund','n/a','n/a'),
    ('MIY','Blackrock MuniYield Michigan Quality Fund Inc.','n/a','n/a'),
    ('MYJ','Blackrock MuniYield New Jersey Fund Inc.','n/a','n/a'),
    ('MYN','Blackrock MuniYield New York Quality Fund Inc.','n/a','n/a'),
    ('MPA','Blackrock MuniYield Pennsylvania Quality Fund','n/a','n/a'),
    ('MQT','Blackrock MuniYield Quality Fund II Inc.','n/a','n/a'),
    ('MYI','Blackrock MuniYield Quality Fund III Inc.','n/a','n/a'),
    ('MQY','Blackrock MuniYield Quality Fund Inc.','n/a','n/a'),
    ('BNJ','BlackRock New Jersey Municipal Income Trust','n/a','n/a'),
    ('BNY','BlackRock New York Investment Quality Municipal Trust Inc. (Th','n/a','n/a'),
    ('BLH','Blackrock New York Municipal 2018 Term Trust','n/a','n/a'),
    ('BQH','Blackrock New York Municipal Bond Trust','n/a','n/a'),
    ('BSE','Blackrock New York Municipal Income Quality Trust','n/a','n/a'),
    ('BCX','BlackRock Resources','n/a','n/a'),
    ('BST','BlackRock Science and Technology Trust','n/a','n/a'),
    ('BSD','BlackRock Strategic Municipal Trust Inc. (The)','n/a','n/a'),
    ('BUI','BlackRock Utility and Infrastructure Trust','n/a','n/a'),
    ('BLK','BlackRock Inc.','Finance','Investment Bankers/Brokers/Service'),
    ('BGB','Blackstone / GSO Strategic Credit Fund','n/a','n/a'),
    ('BGX','Blackstone GSO Long Short Credit Income Fund','n/a','n/a'),
    ('BSL','Blackstone GSO Senior Floating Rate Term Fund','n/a','n/a'),
    ('APRN','Blue Apron Holdings Inc.','Consumer Services','Catalog/Specialty Distribution'),
    ('BCRH','Blue Capital Reinsurance Holdings Ltd.','Finance','Property-Casualty Insurers'),
    ('BXC','BlueLinx Holdings Inc.','Capital Goods','Wholesale Distributors'),
    ('BWP','Boardwalk Pipeline Partners L.P.','Public Utilities','Natural Gas Distribution'),
    ('BA','Boeing Company (The)','Capital Goods','Aerospace'),
    ('BCC','Boise Cascade L.L.C.','Consumer Services','RETAIL: Building Materials'),
    ('BCEI','Bonanza Creek Energy Inc.','Energy','Oil & Gas Production'),
    ('BOOT','Boot Barn Holdings Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('BAH','Booz Allen Hamilton Holding Corporation','Consumer Services','Professional Services'),
    ('BWA','BorgWarner Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('SAM','Boston Beer Company Inc. (The)','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('BXP','Boston Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('BXP^B','Boston Properties Inc.','n/a','n/a'),
    ('BSX','Boston Scientific Corporation','Health Care','Medical/Dental Instruments'),
    ('BOX','Box Inc.','Technology','Computer Software: Prepackaged Software'),
    ('BYD','Boyd Gaming Corporation','Consumer Services','Hotels/Resorts'),
    ('BPMP','BP Midstream Partners LP','Energy','Natural Gas Distribution'),
    ('BP','BP p.l.c.','Energy','Integrated oil Companies'),
    ('BPT','BP Prudhoe Bay Royalty Trust','Energy','Integrated oil Companies'),
    ('BRC','Brady Corporation','Consumer Durables','Miscellaneous manufacturing industries'),
    ('BDN','Brandywine Realty Trust','Consumer Services','Real Estate Investment Trusts'),
    ('LND','Brasilagro Cia Brasileira De Propriedades Agricolas','Consumer Non-Durables','Farming/Seeds/Milling'),
    ('BAK','Braskem S.A.','Basic Industries','Major Chemicals'),
    ('BRFS','BRF S.A.','Consumer Non-Durables','Meat/Poultry/Fish'),
    ('BPI','Bridgepoint Education Inc.','Consumer Services','Other Consumer Services'),
    ('BGG','Briggs & Stratton Corporation','Energy','Industrial Machinery/Components'),
    ('BFAM','Bright Horizons Family Solutions Inc.','Miscellaneous','Other Consumer Services'),
    ('BEDU','Bright Scholar Education Holdings Limited','Consumer Services','Other Consumer Services'),
    ('EAT','Brinker International Inc.','Consumer Services','Restaurants'),
    ('BCO','Brink's Company (The)','Transportation','Oil Refining/Marketing'),
    ('BMY','Bristol-Myers Squibb Company','Health Care','Major Pharmaceuticals'),
    ('BRS','Bristow Group Inc','Transportation','Transportation Services'),
    ('BTI','British American Tobacco p.l.c.','Consumer Non-Durables','Farming/Seeds/Milling'),
    ('BRX','Brixmor Property Group Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('BR','Broadridge Financial Solutions Inc.','Miscellaneous','Business Services'),
    ('BKD','Brookdale Senior Living Inc.','Health Care','Hospital/Nursing Management'),
    ('BAM','Brookfield Asset Management Inc','Consumer Services','Building operators'),
    ('BBU','Brookfield Business Partners L.P.','Basic Industries','Engineering & Construction'),
    ('DTLA^','Brookfield DTLA Inc.','n/a','n/a'),
    ('INF','Brookfield Global Listed Infrastructure Income Fund','n/a','n/a'),
    ('BIP','Brookfield Infrastructure Partners LP','Consumer Services','Marine Transportation'),
    ('BPY','Brookfield Property Partners L.P.','Finance','Real Estate'),
    ('RA','Brookfield Real Assets Income Fund Inc.','n/a','n/a'),
    ('BEP','Brookfield Renewable Partners L.P.','Public Utilities','Electric Utilities: Central'),
    ('BRO','Brown & Brown Inc.','Finance','Specialty Insurers'),
    ('BF.A','Brown Forman Corporation','n/a','n/a'),
    ('BF.B','Brown Forman Corporation','n/a','n/a'),
    ('BRT','BRT Apartments Corp.','Consumer Services','Real Estate Investment Trusts'),
    ('BC','Brunswick Corporation','Energy','Industrial Machinery/Components'),
    ('BT','BT Group plc','Public Utilities','Telecommunications Equipment'),
    ('BPL','Buckeye Partners L.P.','Energy','Natural Gas Distribution'),
    ('BKE','Buckle Inc. (The)','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('BVN','Buenaventura Mining Company Inc.','Basic Industries','Precious Metals'),
    ('BBW','Build-A-Bear Workshop Inc.','Consumer Services','Recreational Products/Toys'),
    ('BG','Bunge Limited','Consumer Non-Durables','Packaged Foods'),
    ('BURL','Burlington Stores Inc.','Consumer Services','Department/Specialty Retail Stores'),
    ('BWXT','BWX Technologies Inc.','Energy','Industrial Machinery/Components'),
    ('BY','Byline Bancorp Inc.','Finance','Major Banks'),
    ('CJ','C&J Energy Services Inc','Energy','Oilfield Services/Equipment'),
    ('BCR','C.R. Bard Inc.','Health Care','Medical/Dental Instruments'),
    ('GYB','CABCO Series 2004-101 Trust','Finance','Finance: Consumer Services'),
    ('PFH','CABCO Series 2004-101 Trust','Finance','Finance: Consumer Services'),
    ('CABO','Cable One Inc.','Consumer Services','Television Services'),
    ('CBT','Cabot Corporation','Basic Industries','Major Chemicals'),
    ('COG','Cabot Oil & Gas Corporation','Energy','Oil & Gas Production'),
    ('CACI','CACI International Inc.','Technology','EDP Services'),
    ('CADE','Cadence Bancorporation','Finance','Major Banks'),
    ('CAE','CAE Inc','Miscellaneous','Industrial Machinery/Components'),
    ('CAI','CAI International Inc.','Technology','Diversified Commercial Services'),
    ('CAA','CalAtlantic Group Inc.','Capital Goods','Homebuilding'),
    ('CAL','Caleres Inc.','Consumer Non-Durables','Shoe Manufacturing'),
    ('CCC','Calgon Carbon Corporation','Basic Industries','Major Chemicals'),
    ('CRC','California Resources Corporation','Energy','Oil & Gas Production'),
    ('CWT','California Water  Service Group Holding','Public Utilities','Water Supply'),
    ('CALX','Calix Inc','Consumer Services','Telecommunications Equipment'),
    ('ELY','Callaway Golf Company','Consumer Non-Durables','Recreational Products/Toys'),
    ('CPE','Callon Petroleum Company','Energy','Oil & Gas Production'),
    ('CPE^A','Callon Petroleum Company','Energy','Oil & Gas Production'),
    ('CPN','Calpine Corporation','Public Utilities','Electric Utilities: Central'),
    ('CBM','Cambrex Corporation','Health Care','Major Pharmaceuticals'),
    ('CPT','Camden Property Trust','Consumer Services','Real Estate Investment Trusts'),
    ('CCJ','Cameco Corporation','Basic Industries','Precious Metals'),
    ('CPB','Campbell Soup Company','Consumer Non-Durables','Packaged Foods'),
    ('CWH','Camping World Holdings Inc.','Consumer Durables','Automotive Aftermarket'),
    ('GOOS','Canada Goose Holdings Inc.','Consumer Non-Durables','Apparel'),
    ('CM','Canadian Imperial Bank of Commerce','Finance','Commercial Banks'),
    ('CNI','Canadian National Railway Company','Transportation','Railroads'),
    ('CNQ','Canadian Natural Resources Limited','Energy','Oil & Gas Production'),
    ('CP','Canadian Pacific Railway Limited','Transportation','Railroads'),
    ('CAJ','Canon Inc.','Miscellaneous','Industrial Machinery/Components'),
    ('CMD','Cantel Medical Corp.','Health Care','Medical/Dental Instruments'),
    ('COF','Capital One Financial Corporation','Finance','Major Banks'),
    ('COF.WS','Capital One Financial Corporation','n/a','n/a'),
    ('COF^C','Capital One Financial Corporation','Finance','Major Banks'),
    ('COF^D','Capital One Financial Corporation','n/a','n/a'),
    ('COF^F','Capital One Financial Corporation','n/a','n/a'),
    ('COF^G','Capital One Financial Corporation','n/a','n/a'),
    ('COF^H','Capital One Financial Corporation','n/a','n/a'),
    ('COF^P','Capital One Financial Corporation','n/a','n/a'),
    ('CSU','Capital Senior Living Corporation','Health Care','Hospital/Nursing Management'),
    ('BXMT','Capital Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('CIC','Capitol Investment Corp. IV','Finance','Business Services'),
    ('CIC.U','Capitol Investment Corp. IV','n/a','n/a'),
    ('CIC.WS','Capitol Investment Corp. IV','n/a','n/a'),
    ('CMO','Capstead Mortgage Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('CMO^E','Capstead Mortgage Corporation','n/a','n/a'),
    ('CRR','Carbo Ceramics Inc.','Capital Goods','Industrial Machinery/Components'),
    ('CAH','Cardinal Health Inc.','Health Care','Other Pharmaceuticals'),
    ('CRCM','Care.com Inc.','Consumer Services','Other Consumer Services'),
    ('CSL','Carlisle Companies Incorporated','Basic Industries','Specialty Chemicals'),
    ('KMX','CarMax Inc','Consumer Durables','Automotive Aftermarket'),
    ('CCL','Carnival Corporation','Consumer Services','Marine Transportation'),
    ('CUK','Carnival Corporation','Consumer Services','Marine Transportation'),
    ('CRS','Carpenter Technology Corporation','Basic Industries','Steel/Iron Ore'),
    ('CSV','Carriage Services Inc.','Consumer Services','Other Consumer Services'),
    ('CARS','Cars.com Inc.','Technology','EDP Services'),
    ('CRI','Carter's Inc.','Consumer Non-Durables','Apparel'),
    ('CVNA','Carvana Co.','Consumer Durables','Automotive Aftermarket'),
    ('CSLT','Castlight Health inc.','Technology','EDP Services'),
    ('CTLT','Catalent Inc.','Health Care','Major Pharmaceuticals'),
    ('CTT           ','CatchMark Timber Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('CAT','Caterpillar Inc.','Capital Goods','Construction/Ag Equipment/Trucks'),
    ('CATO','Cato Corporation (The)','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('CBZ','CBIZ Inc.','Miscellaneous','Business Services'),
    ('CBL','CBL & Associates Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('CBL^D','CBL & Associates Properties Inc.','n/a','n/a'),
    ('CBL^E','CBL & Associates Properties Inc.','n/a','n/a'),
    ('CBO','CBO (Listing Market - NYSE - Networks A/E)','n/a','n/a'),
    ('IGR','CBRE Clarion Global Real Estate Income Fund','n/a','n/a'),
    ('CBG','CBRE Group Inc.','Finance','Real Estate'),
    ('CBS','CBS Corporation','Consumer Services','Broadcasting'),
    ('CBS.A','CBS Corporation','n/a','n/a'),
    ('CBX','CBX (Listing Market NYSE Networks AE','n/a','n/a'),
    ('FUN','Cedar Fair L.P.','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('CDR','Cedar Realty Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('CDR^B','Cedar Realty Trust Inc.','n/a','n/a'),
    ('CDR^C','Cedar Realty Trust Inc.','n/a','n/a'),
    ('CGI','Celadon Group Inc.','Transportation','Trucking Freight/Courier Services'),
    ('CE','Celanese Corporation','Basic Industries','Major Chemicals'),
    ('CLS','Celestica Inc.','Technology','Electrical Products'),
    ('CEL','Cellcom Israel Ltd.','Public Utilities','Telecommunications Equipment'),
    ('CPAC','Cementos Pacasmayo S.A.A.','Capital Goods','Building Materials'),
    ('CX','Cemex S.A.B. de C.V.','Capital Goods','Building Materials'),
    ('CVE','Cenovus Energy Inc','Energy','Oil & Gas Production'),
    ('CNC','Centene Corporation','Health Care','Medical Specialities'),
    ('CEN','Center Coast MLP & Infrastructure Fund','n/a','n/a'),
    ('CNP','CenterPoint Energy Inc.','Public Utilities','Electric Utilities: Central'),
    ('EBR','Centrais Electricas Brasileiras S.A.- Eletrobras','Public Utilities','Electric Utilities: Central'),
    ('EBR.B','Centrais Electricas Brasileiras S.A.- Eletrobras','n/a','n/a'),
    ('CCS','Century Communities Inc.','Capital Goods','Homebuilding'),
    ('CTL','CenturyLink Inc.','Public Utilities','Telecommunications Equipment'),
    ('CF','CF Industries Holdings Inc.','Basic Industries','Agricultural Chemicals'),
    ('CGG','CGG','Energy','Oil & Gas Production'),
    ('GIB','CGI Group Inc.','Consumer Services','Professional Services'),
    ('ECOM          ','ChannelAdvisor Corporation','Technology','Computer Software: Prepackaged Software'),
    ('CRL','Charles River Laboratories International Inc.','Health Care','Biotechnology: Commercial Physical & Biological Resarch'),
    ('CLDT','Chatham Lodging Trust (REIT)','Consumer Services','Real Estate Investment Trusts'),
    ('CMCM','Cheetah Mobile Inc.','Technology','Computer Software: Prepackaged Software'),
    ('CHGG','Chegg Inc.','Consumer Services','Other Consumer Services'),
    ('CHE','Chemed Corp.','Health Care','Medical/Nursing Services'),
    ('CC','Chemours Company (The)','Basic Industries','Major Chemicals'),
    ('CHMI','Cherry Hill Mortgage Investment Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('CHMI^A','Cherry Hill Mortgage Investment Corporation','n/a','n/a'),
    ('CHK','Chesapeake Energy Corporation','Energy','Oil & Gas Production'),
    ('CHK^D','Chesapeake Energy Corporation','n/a','n/a'),
    ('CHKR','Chesapeake Granite Wash Trust','Energy','Oil & Gas Production'),
    ('CHSP','Chesapeake Lodging Trust','Consumer Services','Real Estate Investment Trusts'),
    ('CPK','Chesapeake Utilities Corporation','Public Utilities','Oil & Gas Production'),
    ('CVX','Chevron Corporation','Energy','Integrated oil Companies'),
    ('CBI','Chicago Bridge & Iron Company N.V.','Basic Industries','Engineering & Construction'),
    ('CHS','Chico's FAS Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('CIM','Chimera Investment Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('CIM^A','Chimera Investment Corporation','n/a','n/a'),
    ('CIM^B','Chimera Investment Corporation','n/a','n/a'),
    ('CO','China Cord Blood Corporation','Finance','Business Services'),
    ('DL','China Distance Education Holdings Limited','Consumer Services','Other Consumer Services'),
    ('CEA','China Eastern Airlines Corporation Ltd.','Transportation','Air Freight/Delivery Services'),
    ('CHN','China Fund Inc. (The)','n/a','n/a'),
    ('CGA','China Green Agriculture Inc.','Basic Industries','Agricultural Chemicals'),
    ('LFC','China Life Insurance Company Limited','Finance','Life Insurance'),
    ('CHL','China Mobile (Hong Kong) Ltd.','Public Utilities','Telecommunications Equipment'),
    ('BORN','China New Borun Corporation','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('COE','China Online Education Group','Consumer Services','Other Consumer Services'),
    ('SNP','China Petroleum & Chemical Corporation','Energy','Integrated oil Companies'),
    ('XRF','China Rapid Finance Limited','Finance','Finance: Consumer Services'),
    ('ZNH','China Southern Airlines Company Limited','Transportation','Air Freight/Delivery Services'),
    ('CHA','China Telecom Corp Ltd','Public Utilities','Telecommunications Equipment'),
    ('CHU','China Unicom (Hong Kong) Ltd','Public Utilities','Telecommunications Equipment'),
    ('XNY','China Xiniya Fashion Limited','Consumer Non-Durables','Apparel'),
    ('CYD','China Yuchai International Limited','Energy','Industrial Machinery/Components'),
    ('ZX','China Zenix Auto International Limited','Capital Goods','Auto Parts:O.E.M.'),
    ('CMG','Chipotle Mexican Grill Inc.','Consumer Services','Restaurants'),
    ('CHH','Choice Hotels International Inc.','Consumer Services','Hotels/Resorts'),
    ('CBK','Christopher & Banks Corporation','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('CHT','Chunghwa Telecom Co. Ltd.','Public Utilities','Telecommunications Equipment'),
    ('CHD','Church & Dwight Company Inc.','Basic Industries','Package Goods/Cosmetics'),
    ('CIEN','Ciena Corporation','Public Utilities','Telecommunications Equipment'),
    ('CI','Cigna Corporation','Health Care','Medical Specialities'),
    ('XEC','Cimarex Energy Co','Energy','Oil & Gas Production'),
    ('CBB','Cincinnati Bell Inc','Public Utilities','Telecommunications Equipment'),
    ('CBB^B','Cincinnati Bell Inc','n/a','n/a'),
    ('CNK','Cinemark Holdings Inc','Consumer Services','Movies/Entertainment'),
    ('CINR','Ciner Resources LP','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('CIR','CIRCOR International Inc.','Capital Goods','Metal Fabrications'),
    ('CISN','Cision Ltd.','Technology','Computer Software: Prepackaged Software'),
    ('CIT','CIT Group Inc (DEL)','Finance','Major Banks'),
    ('BLW','Citigroup Inc.','Finance','Major Banks'),
    ('C','Citigroup Inc.','Finance','Major Banks'),
    ('C.WS.A','Citigroup Inc.','n/a','n/a'),
    ('C^C','Citigroup Inc.','n/a','n/a'),
    ('C^J','Citigroup Inc.','n/a','n/a'),
    ('C^K','Citigroup Inc.','Finance','Major Banks'),
    ('C^L','Citigroup Inc.','n/a','n/a'),
    ('C^N','Citigroup Inc.','Finance','Major Banks'),
    ('C^P','Citigroup Inc.','n/a','n/a'),
    ('C^S','Citigroup Inc.','n/a','n/a'),
    ('CFG','Citizens Financial Group Inc.','Finance','Major Banks'),
    ('CIA','Citizens Inc.','Finance','Life Insurance'),
    ('CIO','City Office REIT Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('CIO^A','City Office REIT Inc.','n/a','n/a'),
    ('CVEO','Civeo Corporation','Consumer Services','Hotels/Resorts'),
    ('CIVI','Civitas Solutions Inc.','Health Care','Medical/Nursing Services'),
    ('CLH','Clean Harbors Inc.','Basic Industries','Environmental Services'),
    ('CCO','Clear Channel Outdoor Holdings Inc.','Consumer Services','Advertising'),
    ('CBA           ','ClearBridge American Energy MLP Fund Inc.','n/a','n/a'),
    ('CEM','ClearBridge Energy MLP Fund Inc.','n/a','n/a'),
    ('EMO','ClearBridge Energy MLP Opportunity Fund Inc.','n/a','n/a'),
    ('CTR','ClearBridge Energy MLP Total Return Fund Inc.','n/a','n/a'),
    ('CLW','Clearwater Paper Corporation','Basic Industries','Paper'),
    ('CLF','Cleveland-Cliffs Inc.','Basic Industries','Precious Metals'),
    ('CLPR','Clipper Realty Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('CLX','Clorox Company (The)','Consumer Durables','Specialty Chemicals'),
    ('CLD','Cloud Peak Energy Inc','Energy','Coal Mining'),
    ('CLDR','Cloudera Inc.','Technology','Computer Software: Prepackaged Software'),
    ('CMS','CMS Energy Corporation','Public Utilities','Power Generation'),
    ('CMS^B','CMS Energy Corporation','Public Utilities','Power Generation'),
    ('CNA','CNA Financial Corporation','Finance','Property-Casualty Insurers'),
    ('CNHI','CNH Industrial N.V.','Capital Goods','Construction/Ag Equipment/Trucks'),
    ('CNO','CNO Financial Group Inc.','Finance','Accident &Health Insurance'),
    ('CEO','CNOOC Limited','Energy','Oil & Gas Production'),
    ('CNXC','CNX Coal Resources LP','Energy','Coal Mining'),
    ('CIE','Cobalt International Energy Inc.','Energy','Oil & Gas Production'),
    ('KOF','Coca Cola Femsa S.A.B. de C.V.','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('KO','Coca-Cola Company (The)','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('CCE','Coca-Cola European Partners plc','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('CDE','Coeur Mining Inc.','Basic Industries','Precious Metals'),
    ('FOF','Cohen & Steers Closed-End Opportunity Fund Inc.','n/a','n/a'),
    ('INB','Cohen & Steers Global Income Builder Inc.','n/a','n/a'),
    ('CNS','Cohen & Steers Inc','Finance','Investment Managers'),
    ('UTF','Cohen & Steers Infrastructure Fund Inc','n/a','n/a'),
    ('LDP','Cohen & Steers Limited Duration Preferred and Income Fund Inc','n/a','n/a'),
    ('MIE','Cohen & Steers MLP Income and Energy Opportunity Fund Inc.','n/a','n/a'),
    ('RQI','Cohen & Steers Quality Income Realty Fund Inc','n/a','n/a'),
    ('RNP','Cohen & Steers Reit and Preferred Income Fund Inc','n/a','n/a'),
    ('PSF','Cohen & Steers Select Preferred and Income Fund Inc.','n/a','n/a'),
    ('RFI','Cohen & Steers Total Return Realty Fund Inc.','n/a','n/a'),
    ('CFX','Colfax Corporation','Capital Goods','Fluid Controls'),
    ('CL','Colgate-Palmolive Company','Consumer Non-Durables','Package Goods/Cosmetics'),
    ('CXE','Colonial High Income Municipal Trust','n/a','n/a'),
    ('CIF','Colonial Intermediate High Income Fund','n/a','n/a'),
    ('CXH','Colonial Investment Grade Municipal Trust','n/a','n/a'),
    ('CMU','Colonial Municipal Income Trust','n/a','n/a'),
    ('CLNS','Colony NorthStar Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('CLNS^B','Colony NorthStar Inc.','n/a','n/a'),
    ('CLNS^D','Colony NorthStar Inc.','n/a','n/a'),
    ('CLNS^E','Colony NorthStar Inc.','n/a','n/a'),
    ('CLNS^G','Colony NorthStar Inc.','n/a','n/a'),
    ('CLNS^H','Colony NorthStar Inc.','n/a','n/a'),
    ('CLNS^I','Colony NorthStar Inc.','n/a','n/a'),
    ('CLNS^J','Colony NorthStar Inc.','n/a','n/a'),
    ('CXP','Columbia Property Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('STK','Columbia Seligman Premium Technology Growth Fund Inc','n/a','n/a'),
    ('CCZ','Comcast Corporation','Consumer Services','Television Services'),
    ('CMA','Comerica Incorporated','Finance','Major Banks'),
    ('CMA.WS','Comerica Incorporated','n/a','n/a'),
    ('FIX','Comfort Systems USA Inc.','Capital Goods','Engineering & Construction'),
    ('CMC','Commercial Metals Company','Basic Industries','Steel/Iron Ore'),
    ('CBU','Community Bank System Inc.','Finance','Major Banks'),
    ('CYH','Community Health Systems Inc.','Health Care','Hospital/Nursing Management'),
    ('CHCT','Community Healthcare Trust Incorporated','Consumer Services','Real Estate Investment Trusts'),
    ('CIG','Comp En De Mn Cemig ADS','Public Utilities','Electric Utilities: Central'),
    ('CIG.C','Comp En De Mn Cemig ADS','n/a','n/a'),
    ('CBD','Companhia Brasileira de Distribuicao','Consumer Services','Food Chains'),
    ('SBS','Companhia de saneamento Basico Do Estado De Sao Paulo - Sabesp','Public Utilities','Water Supply'),
    ('ELP','Companhia Paranaense de Energia (COPEL)','Public Utilities','Electric Utilities: Central'),
    ('CCU','Compania Cervecerias Unidas S.A.','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('CODI','Compass Diversified Holdings','Consumer Durables','Home Furnishings'),
    ('CODI^A','Compass Diversified Holdings','n/a','n/a'),
    ('CMP','Compass Minerals International Inc.','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('CRK','Comstock Resources Inc.','Energy','Oil & Gas Production'),
    ('CAG','ConAgra Brands Inc.','Consumer Non-Durables','Packaged Foods'),
    ('CXO','Concho Resources Inc.','Energy','Oil & Gas Production'),
    ('CCM','Concord Medical Services Holdings Limited','Health Care','Medical/Nursing Services'),
    ('CNDT','Conduent Incorporated','Miscellaneous','Business Services'),
    ('CNNX','Cone Midstream Partners LP','Public Utilities','Natural Gas Distribution'),
    ('COP','ConocoPhillips','Energy','Integrated oil Companies'),
    ('CNX','CONSOL Energy Inc.','Energy','Coal Mining'),
    ('ED','Consolidated Edison Inc','Public Utilities','Power Generation'),
    ('STZ','Constellation Brands Inc','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('STZ.B','Constellation Brands Inc','n/a','n/a'),
    ('CSTM','Constellium N.V.','Basic Industries','Metal Fabrications'),
    ('TCS','Container Store (The)','Consumer Services','Home Furnishings'),
    ('CBPX','Continental Building Products Inc.','Capital Goods','Building Materials'),
    ('CLR','Continental Resources Inc.','Energy','Oil & Gas Production'),
    ('VLRS','Controladora Vuela Compania de Aviacion S.A.B. de C.V.','Transportation','Air Freight/Delivery Services'),
    ('CVG','Convergys Corporation','Technology','EDP Services'),
    ('COO','Cooper Companies Inc. (The)','Health Care','Ophthalmic Goods'),
    ('CTB','Cooper Tire & Rubber Company','Consumer Durables','Automotive Aftermarket'),
    ('CPS','Cooper-Standard Holdings Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('CPA','Copa Holdings S.A.','Transportation','Air Freight/Delivery Services'),
    ('CLB','Core Laboratories N.V.','Energy','Oilfield Services/Equipment'),
    ('CXW','CoreCivic Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('CLGX','CoreLogic Inc.','Technology','EDP Services'),
    ('CORR','CorEnergy Infrastructure Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('CORR^A','CorEnergy Infrastructure Trust Inc.','n/a','n/a'),
    ('COR','CoreSite Realty Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('COR^A.CL','CoreSite Realty Corporation','n/a','n/a'),
    ('GLW','Corning Incorporated','Basic Industries','Telecommunications Equipment'),
    ('GYC','Corporate Asset Backed Corp CABCO','Finance','Finance: Consumer Services'),
    ('OFC','Corporate Office Properties Trust','Consumer Services','Real Estate Investment Trusts'),
    ('CZZ','Cosan Limited','Consumer Non-Durables','Specialty Foods'),
    ('CMRE','Costamare Inc.','Transportation','Marine Transportation'),
    ('CMRE^B','Costamare Inc.','n/a','n/a'),
    ('CMRE^C','Costamare Inc.','n/a','n/a'),
    ('CMRE^D','Costamare Inc.','n/a','n/a'),
    ('COTV','Cotiviti Holdings Inc.','Miscellaneous','Business Services'),
    ('COT','Cott Corporation','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('COTY','Coty Inc.','Consumer Non-Durables','Package Goods/Cosmetics'),
    ('CFC^B','Countrywide Financial Corporation','n/a','n/a'),
    ('CUZ','Cousins Properties Incorporated','Consumer Services','Real Estate Investment Trusts'),
    ('CVA','Covanta Holding Corporation','Basic Industries','Electric Utilities: Central'),
    ('CPF','CPB Inc.','Finance','Major Banks'),
    ('CPL','CPFL Energia S.A.','Public Utilities','Electric Utilities: Central'),
    ('CR','Crane Company','Capital Goods','Metal Fabrications'),
    ('CRD.A','Crawford & Company','n/a','n/a'),
    ('CRD.B','Crawford & Company','n/a','n/a'),
    ('BAP','Credicorp Ltd.','Finance','Commercial Banks'),
    ('CS','Credit Suisse Group','Finance','Investment Bankers/Brokers/Service'),
    ('CPG','Crescent Point Energy Corporation','Energy','Oil & Gas Production'),
    ('CEQP','Crestwood Equity Partners LP','Consumer Services','Other Consumer Services'),
    ('CRH','CRH PLC','Capital Goods','Building Materials'),
    ('CRT','Cross Timbers Royalty Trust','Energy','Oil & Gas Production'),
    ('CAPL','CrossAmerica Partners LP','Energy','Oil Refining/Marketing'),
    ('CCI','Crown Castle International Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('CCI^A','Crown Castle International Corporation','n/a','n/a'),
    ('CCK','Crown Holdings Inc.','Consumer Durables','Containers/Packaging'),
    ('CRY','CryoLife Inc.','Health Care','Medical/Dental Instruments'),
    ('CSRA','CSRA Inc.','Technology','EDP Services'),
    ('CSS','CSS Industries Inc.','Consumer Services','Consumer: Greeting Cards'),
    ('CTS','CTS Corporation','Technology','Electrical Products'),
    ('CUBE','CubeSmart','Consumer Services','Real Estate Investment Trusts'),
    ('CUB','Cubic Corporation','Capital Goods','Industrial Machinery/Components'),
    ('CFR','Cullen/Frost Bankers Inc.','Finance','Major Banks'),
    ('CFR^A','Cullen/Frost Bankers Inc.','n/a','n/a'),
    ('CULP','Culp Inc.','Basic Industries','Textiles'),
    ('CMI','Cummins Inc.','Energy','Industrial Machinery/Components'),
    ('CW','Curtiss-Wright Corporation','Technology','Industrial Machinery/Components'),
    ('SRF','Cushing Energy Income Fund (The)','n/a','n/a'),
    ('SZC','Cushing Renaissance Fund (The)','n/a','n/a'),
    ('CUBI','Customers Bancorp Inc','Finance','Major Banks'),
    ('CUBI^C','Customers Bancorp Inc','n/a','n/a'),
    ('CUBI^D','Customers Bancorp Inc','n/a','n/a'),
    ('CUBI^E','Customers Bancorp Inc','n/a','n/a'),
    ('CUBI^F','Customers Bancorp Inc','n/a','n/a'),
    ('CUBS','Customers Bancorp Inc','Finance','Major Banks'),
    ('CVI','CVR Energy Inc.','Energy','Integrated oil Companies'),
    ('UAN','CVR Partners LP','Basic Industries','Agricultural Chemicals'),
    ('CVRR','CVR Refining LP','Energy','Integrated oil Companies'),
    ('CVS','CVS Health Corporation','Health Care','Medical/Nursing Services'),
    ('CELP','Cypress Energy Partners L.P.','Energy','Oilfield Services/Equipment'),
    ('CYS','CYS Investments Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('CYS^A','CYS Investments Inc.','n/a','n/a'),
    ('CYS^B','CYS Investments Inc.','n/a','n/a'),
    ('DHI','D.R. Horton Inc.','Capital Goods','Homebuilding'),
    ('CB','D/B/A Chubb Limited New','Finance','Property-Casualty Insurers'),
    ('DAN','Dana Incorporated','Capital Goods','Auto Parts:O.E.M.'),
    ('DHR','Danaher Corporation','Capital Goods','Industrial Machinery/Components'),
    ('DAC','Danaos Corporation','Transportation','Marine Transportation'),
    ('DQ','DAQO New Energy Corp.','Technology','Semiconductors'),
    ('DRI','Darden Restaurants Inc.','Consumer Services','Restaurants'),
    ('DAR','Darling Ingredients Inc.','Consumer Non-Durables','Packaged Foods'),
    ('DVA','DaVita Inc.','Health Care','Hospital/Nursing Management'),
    ('DCP','DCP Midstream LP','Public Utilities','Natural Gas Distribution'),
    ('DCT','DCT Industrial Trust Inc','Consumer Services','Real Estate Investment Trusts'),
    ('DDR','DDR Corp.','Consumer Services','Real Estate Investment Trusts'),
    ('DDR^A','DDR Corp.','n/a','n/a'),
    ('DDR^J','DDR Corp.','n/a','n/a'),
    ('DDR^K','DDR Corp.','n/a','n/a'),
    ('DF','Dean Foods Company','Consumer Non-Durables','Packaged Foods'),
    ('DECK','Deckers Outdoor Corporation','Consumer Non-Durables','Shoe Manufacturing'),
    ('DE','Deere & Company','Capital Goods','Industrial Machinery/Components'),
    ('DEX','Delaware Enhanced Global Dividend','n/a','n/a'),
    ('DDF','Delaware Investments Dividend & Income Fund Inc.','n/a','n/a'),
    ('DKL','Delek Logistics Partners L.P.','Energy','Natural Gas Distribution'),
    ('DK','Delek US Holdings Inc.','Energy','Integrated oil Companies'),
    ('DVMT','Dell Technologies Inc.','Technology','Computer Manufacturing'),
    ('DLPH','Delphi Automotive plc','Capital Goods','Auto Parts:O.E.M.'),
    ('DAL','Delta Air Lines Inc.','Transportation','Air Freight/Delivery Services'),
    ('DEL','Deltic Timber Corporation','Basic Industries','Forest Products'),
    ('DLX','Deluxe Corporation','Consumer Durables','Publishing'),
    ('DNR','Denbury Resources Inc.','Energy','Oil & Gas Production'),
    ('DESP','Despegar.com Corp.','Consumer Services','Transportation Services'),
    ('DKT','Deutsch Bk Contingent Cap Tr V','Finance','Major Banks'),
    ('DB','Deutsche Bank AG','Finance','Major Banks'),
    ('DTK','Deutsche Bank AG','Finance','Major Banks'),
    ('DXB','Deutsche Bank AG','Finance','Major Banks'),
    ('DVN','Devon Energy Corporation','Energy','Oil & Gas Production'),
    ('DHX','DHI Group Inc.','Miscellaneous','Business Services'),
    ('DHT','DHT Holdings Inc.','Transportation','Marine Transportation'),
    ('DEO','Diageo plc','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('DO','Diamond Offshore Drilling Inc.','Energy','Oil & Gas Production'),
    ('DRH','Diamondrock Hospitality Company','Consumer Services','Real Estate Investment Trusts'),
    ('DSX','Diana Shipping inc.','Transportation','Marine Transportation'),
    ('DSX^B','Diana Shipping inc.','n/a','n/a'),
    ('DSXN','Diana Shipping inc.','Transportation','Marine Transportation'),
    ('DKS','Dick's Sporting Goods Inc','Consumer Services','Other Specialty Stores'),
    ('DBD','Diebold Nixdorf Incorporated','Miscellaneous','Office Equipment/Supplies/Services'),
    ('DLR','Digital Realty Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('DLR^C','Digital Realty Trust Inc.','n/a','n/a'),
    ('DLR^G','Digital Realty Trust Inc.','n/a','n/a'),
    ('DLR^H','Digital Realty Trust Inc.','n/a','n/a'),
    ('DLR^I','Digital Realty Trust Inc.','n/a','n/a'),
    ('DLR^J','Digital Realty Trust Inc.','n/a','n/a'),
    ('DDS','Dillard's Inc.','Consumer Services','Department/Specialty Retail Stores'),
    ('DDT','Dillard's Inc.','Consumer Services','Department/Specialty Retail Stores'),
    ('DIN','DineEquity Inc','Consumer Services','Restaurants'),
    ('DPLO','Diplomat Pharmacy Inc.','Health Care','Medical/Nursing Services'),
    ('DFS','Discover Financial Services','Finance','Finance: Consumer Services'),
    ('DFS^B.CL','Discover Financial Services','n/a','n/a'),
    ('DNI','Dividend and Income Fund','n/a','n/a'),
    ('DLB','Dolby Laboratories','Miscellaneous','Multi-Sector Companies'),
    ('DG','Dollar General Corporation','Consumer Services','Department/Specialty Retail Stores'),
    ('DM','Dominion Energy Midstream Partners LP','Public Utilities','Natural Gas Distribution'),
    ('D','Dominion Energy Inc.','Public Utilities','Electric Utilities: Central'),
    ('DCUD','Dominion Energy Inc.','Public Utilities','Electric Utilities: Central'),
    ('DRUA','Dominion Energy Inc.','Public Utilities','Electric Utilities: Central'),
    ('DPZ','Domino's Pizza Inc','Consumer Non-Durables','Food Distributors'),
    ('UFS','Domtar Corporation','Basic Industries','Paper'),
    ('DCI','Donaldson Company Inc.','Capital Goods','Pollution Control Equipment'),
    ('DFIN','Donnelley Financial Solutions Inc.','Consumer Services','Other Consumer Services'),
    ('LPG','Dorian LPG Ltd.','Transportation','Marine Transportation'),
    ('DSL','DoubleLine Income Solutions Fund','n/a','n/a'),
    ('DBL','DoubleLine Opportunistic Credit Fund','n/a','n/a'),
    ('PLOW','Douglas Dynamics Inc.','Capital Goods','Construction/Ag Equipment/Trucks'),
    ('DEI','Douglas Emmett Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('DOV','Dover Corporation','Technology','Industrial Machinery/Components'),
    ('DDE','Dover Downs Gaming & Entertainment Inc','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('DVD','Dover Motorsports Inc.','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('DWDP','DowDuPont Inc.','Basic Industries','Major Chemicals'),
    ('DPS','Dr Pepper Snapple Group Inc','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('RDY','Dr. Reddy's Laboratories Ltd','Health Care','Major Pharmaceuticals'),
    ('DRD','DRDGOLD Limited','Basic Industries','Precious Metals'),
    ('DCF','Dreyfus Alcentra','n/a','n/a'),
    ('DHF','Dreyfus High Yield Strategies Fund','n/a','n/a'),
    ('DMB','Dreyfus Municipal Bond Infrastructure Fund Inc.','n/a','n/a'),
    ('DSM','Dreyfus Strategic Municipal Bond Fund Inc.','n/a','n/a'),
    ('LEO','Dreyfus Strategic Municipals Inc.','n/a','n/a'),
    ('DRQ','Dril-Quip Inc.','Energy','Metal Fabrications'),
    ('DS','Drive Shack Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('DS^B','Drive Shack Inc.','n/a','n/a'),
    ('DS^C','Drive Shack Inc.','n/a','n/a'),
    ('DS^D','Drive Shack Inc.','n/a','n/a'),
    ('DST','DST Systems Inc.','Technology','EDP Services'),
    ('DSW','DSW Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('DTE','DTE Energy Company','Public Utilities','Electric Utilities: Central'),
    ('DTJ','DTE Energy Company','Public Utilities','Electric Utilities: Central'),
    ('DTQ','DTE Energy Company','Public Utilities','Electric Utilities: Central'),
    ('DTV','DTE Energy Company','Public Utilities','Electric Utilities: Central'),
    ('DTY','DTE Energy Company','Public Utilities','Electric Utilities: Central'),
    ('DCO','Ducommun Incorporated','Capital Goods','Military/Government/Technical'),
    ('DPG','Duff & Phelps Global Utility Income Fund Inc.','n/a','n/a'),
    ('DSE','Duff & Phelps Select Energy MLP Fund Inc.','n/a','n/a'),
    ('DNP','Duff & Phelps Utilities Income Inc.','n/a','n/a'),
    ('DTF','Duff & Phelps Utilities Tax-Free Income Inc.','n/a','n/a'),
    ('DUC','Duff & Phelps Utility & Corporate Bond Trust Inc.','n/a','n/a'),
    ('DUK','Duke Energy Corporation','Public Utilities','Power Generation'),
    ('DUKH','Duke Energy Corporation','Public Utilities','Power Generation'),
    ('DRE','Duke Realty Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('DNB','Dun & Bradstreet Corporation (The)','Finance','Finance: Consumer Services'),
    ('DHG','DWS High Income Opportunities Fund Inc.','n/a','n/a'),
    ('DXC','DXC Technology Company','Technology','EDP Services'),
    ('DY','Dycom Industries Inc.','Basic Industries','Water Supply'),
    ('DLNG','Dynagas LNG Partners LP','Consumer Services','Marine Transportation'),
    ('DLNG^A','Dynagas LNG Partners LP','n/a','n/a'),
    ('DYN','Dynegy Inc.','Public Utilities','Electric Utilities: Central'),
    ('DYN.WS.A','Dynegy Inc.','n/a','n/a'),
    ('DYNC','Dynegy Inc.','Public Utilities','Electric Utilities: Central'),
    ('DX','Dynex Capital Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('DX^A','Dynex Capital Inc.','n/a','n/a'),
    ('DX^B','Dynex Capital Inc.','n/a','n/a'),
    ('DD^A','E.I. du Pont de Nemours and Company','Basic Industries','Major Chemicals'),
    ('DD^B','E.I. du Pont de Nemours and Company','Basic Industries','Major Chemicals'),
    ('ELF','e.l.f. Beauty Inc.','Consumer Non-Durables','Package Goods/Cosmetics'),
    ('SSP','E.W. Scripps Company (The)','Consumer Services','Broadcasting'),
    ('EGIF','Eagle Growth and Income Opportunities Fund','n/a','n/a'),
    ('EXP','Eagle Materials Inc','Capital Goods','Building Materials'),
    ('ECC           ','Eagle Point Credit Company Inc.','n/a','n/a'),
    ('ECCA','Eagle Point Credit Company Inc.','n/a','n/a'),
    ('ECCB','Eagle Point Credit Company Inc.','n/a','n/a'),
    ('ECCY','Eagle Point Credit Company Inc.','n/a','n/a'),
    ('ECCZ','Eagle Point Credit Company Inc.','n/a','n/a'),
    ('ESTE','Earthstone Energy Inc.','Energy','Oil & Gas Production'),
    ('DEA','Easterly Government Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('EGP','EastGroup Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('EMN','Eastman Chemical Company','Basic Industries','Major Chemicals'),
    ('KODK','Eastman Kodak Company','Miscellaneous','Industrial Machinery/Components'),
    ('KODK.WS','Eastman Kodak Company','n/a','n/a'),
    ('KODK.WS.A','Eastman Kodak Company','n/a','n/a'),
    ('ETN','Eaton Corporation PLC','Technology','Industrial Machinery/Components'),
    ('ETV','Eaton Vance Corporation','n/a','n/a'),
    ('ETW','Eaton Vance Corporation','n/a','n/a'),
    ('EV','Eaton Vance Corporation','Finance','Investment Managers'),
    ('EOI','Eaton Vance Enhance Equity Income Fund','n/a','n/a'),
    ('EOS','Eaton Vance Enhanced Equity Income Fund II','n/a','n/a'),
    ('EFT','Eaton Vance Floating Rate Income Trust','n/a','n/a'),
    ('EFL','Eaton Vance Floating-Rate 2022 Target Term Trust','n/a','n/a'),
    ('EFF','Eaton vance Floating-Rate Income Plus Fund','n/a','n/a'),
    ('EHT','Eaton Vance High Income 2021 Target Term Trust','n/a','n/a'),
    ('ETX           ','Eaton Vance Municipal Income 2028 Term Trust','n/a','n/a'),
    ('EOT','Eaton Vance Municipal Income Trust','n/a','n/a'),
    ('EVN','Eaton Vance Municipal Income Trust','n/a','n/a'),
    ('ETJ','Eaton Vance Risk-Managed Diversified Equity Income Fund','n/a','n/a'),
    ('EFR','Eaton Vance Senior Floating-Rate Fund','n/a','n/a'),
    ('EVF','Eaton Vance Senior Income Trust','n/a','n/a'),
    ('EVG','Eaton Vance Short Diversified Income Fund','n/a','n/a'),
    ('EVT','Eaton Vance Tax Advantaged Dividend Income Fund','n/a','n/a'),
    ('ETO','Eaton Vance Tax-Advantage Global Dividend Opp','n/a','n/a'),
    ('EXD','Eaton Vance Tax-Advantaged Bond','n/a','n/a'),
    ('ETG','Eaton Vance Tax-Advantaged Global Dividend Income Fund','n/a','n/a'),
    ('ETB','Eaton Vance Tax-Managed Buy-Write Income Fund','n/a','n/a'),
    ('ETY','Eaton Vance Tax-Managed Diversified Equity Income Fund','n/a','n/a'),
    ('EXG','Eaton Vance Tax-Managed Global Diversified Equity Income Fund','n/a','n/a'),
    ('ECT','ECA Marcellus Trust I','Energy','Oil & Gas Production'),
    ('ECR','Eclipse Resources Corporation','Energy','Oil & Gas Production'),
    ('ECL','Ecolab Inc.','Basic Industries','Package Goods/Cosmetics'),
    ('EC','Ecopetrol S.A.','Energy','Oil & Gas Production'),
    ('EIX','Edison International','Public Utilities','Electric Utilities: Central'),
    ('EDR','Education Realty Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('EW','Edwards Lifesciences Corporation','Health Care','Industrial Specialties'),
    ('EHIC','eHi Car Services Limited','Consumer Services','Rental/Leasing Companies'),
    ('EP^C','El Paso Corporation','Public Utilities','Natural Gas Distribution'),
    ('EE','El Paso Electric Company','Public Utilities','Electric Utilities: Central'),
    ('EGO','Eldorado Gold Corporation','Basic Industries','Precious Metals'),
    ('ELVT','Elevate Credit Inc.','Finance','Finance: Consumer Services'),
    ('LLY','Eli Lilly and Company','Health Care','Major Pharmaceuticals'),
    ('ELLI','Ellie Mae Inc.','Technology','Computer Software: Prepackaged Software'),
    ('EFC','Ellington Financial LLC','Finance','Real Estate'),
    ('EARN','Ellington Residential Mortgage REIT','Consumer Services','Real Estate Investment Trusts'),
    ('AKO.A','Embotelladora Andina S.A.','n/a','n/a'),
    ('AKO.B','Embotelladora Andina S.A.','n/a','n/a'),
    ('ERJ','Embraer-Empresa Brasileira de Aeronautica','Capital Goods','Aerospace'),
    ('EME','EMCOR Group Inc.','Capital Goods','Engineering & Construction'),
    ('EEX','Emerald Expositions Events Inc.','Miscellaneous','Business Services'),
    ('EMES','Emerge Energy Services LP','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('EBS','Emergent Biosolutions Inc.','Health Care','Major Pharmaceuticals'),
    ('EMR','Emerson Electric Company','Energy','Consumer Electronics/Appliances'),
    ('ESRT','Empire State Realty Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('EIG','Employers Holdings Inc','Finance','Property-Casualty Insurers'),
    ('EDN','Empresa Distribuidora Y Comercializadora Norte S.A. (Edenor)','Public Utilities','Electric Utilities: Central'),
    ('ENBL','Enable Midstream Partners LP','Public Utilities','Natural Gas Distribution'),
    ('EEQ','Enbridge Energy Management LLC','Energy','Oil & Gas Production'),
    ('EEP','Enbridge Energy L.P.','Energy','Natural Gas Distribution'),
    ('ENB','Enbridge Inc','Energy','Natural Gas Distribution'),
    ('ECA','Encana Corporation','Energy','Oil & Gas Production'),
    ('EXK','Endeavour Silver Corporation','Basic Industries','Precious Metals'),
    ('NDRO','Enduro Royalty Trust','Energy','Oil & Gas Production'),
    ('ENIA','Enel Americas S.A.','Public Utilities','Electric Utilities: Central'),
    ('ENIC','Enel Chile S.A.','Public Utilities','Electric Utilities: Central'),
    ('EOCC','Enel Generacion Chile S.A.','Public Utilities','Electric Utilities: Central'),
    ('EGN','Energen Corporation','Energy','Oil & Gas Production'),
    ('ENR','Energizer Holdings Inc.','Miscellaneous','Industrial Machinery/Components'),
    ('EPC','Energizer Holdings Inc.','Consumer Non-Durables','Package Goods/Cosmetics'),
    ('ETE','Energy Transfer Equity L.P.','Public Utilities','Natural Gas Distribution'),
    ('ETP','Energy Transfer Partners L.P.','Energy','Natural Gas Distribution'),
    ('ERF','Enerplus Corporation','Energy','Oil & Gas Production'),
    ('ENS','Enersys','Consumer Non-Durables','Telecommunications Equipment'),
    ('EGL','Engility Holdings Inc.','Consumer Services','Military/Government/Technical'),
    ('E','ENI S.p.A.','Energy','Oil & Gas Production'),
    ('ENLK','EnLink Midstream Partners LP','Public Utilities','Natural Gas Distribution'),
    ('ENLC','EnLink Midstream LLC','Public Utilities','Natural Gas Distribution'),
    ('EBF','Ennis Inc.','Consumer Services','Office Equipment/Supplies/Services'),
    ('ENVA','Enova International Inc.','Finance','Finance: Consumer Services'),
    ('NPO','EnPro Industries','Basic Industries','Metal Fabrications'),
    ('ESV','ENSCO plc','Energy','Oil & Gas Production'),
    ('ETM','Entercom Communications Corporation','Consumer Services','Broadcasting'),
    ('ETM$','Entercom Communications Corporation','n/a','n/a'),
    ('EAB','Entergy Arkansas Inc.','Public Utilities','Electric Utilities: Central'),
    ('EAE','Entergy Arkansas Inc.','Public Utilities','Electric Utilities: Central'),
    ('EAI','Entergy Arkansas Inc.','Public Utilities','Electric Utilities: Central'),
    ('ETR','Entergy Corporation','Public Utilities','Electric Utilities: Central'),
    ('ELC','Entergy Louisiana Inc.','Public Utilities','Electric Utilities: Central'),
    ('ELJ','Entergy Louisiana Inc.','Public Utilities','Electric Utilities: Central'),
    ('ELU','Entergy Louisiana Inc.','Public Utilities','Electric Utilities: Central'),
    ('EMP','Entergy Mississippi Inc.','Public Utilities','Electric Utilities: Central'),
    ('ENJ','Entergy New Orleans Inc.','Public Utilities','Power Generation'),
    ('ENO','Entergy New Orleans Inc.','Public Utilities','Power Generation'),
    ('EZT','Entergy Texas Inc','Public Utilities','Electric Utilities: Central'),
    ('EPD','Enterprise Products Partners L.P.','Public Utilities','Natural Gas Distribution'),
    ('EVC','Entravision Communications Corporation','Consumer Services','Broadcasting'),
    ('ENV','Envestnet Inc','Miscellaneous','Business Services'),
    ('EVHC','Envision Healthcare Corporation','Health Care','Medical/Nursing Services'),
    ('EVA','Enviva Partners LP','Basic Industries','Forest Products'),
    ('ENZ','Enzo Biochem Inc.','Health Care','Medical Specialities'),
    ('EOG','EOG Resources Inc.','Energy','Oil & Gas Production'),
    ('EPE','EP Energy Corporation','Energy','Oil & Gas Production'),
    ('EPAM','EPAM Systems Inc.','Technology','EDP Services'),
    ('EPR','EPR Properties','Consumer Services','Real Estate Investment Trusts'),
    ('EPR^C','EPR Properties','n/a','n/a'),
    ('EPR^E','EPR Properties','n/a','n/a'),
    ('EPR^F','EPR Properties','n/a','n/a'),
    ('EQT','EQT Corporation','Energy','Oil & Gas Production'),
    ('EQGP','EQT GP Holdings LP','Public Utilities','Natural Gas Distribution'),
    ('EQM','EQT Midstream Partners LP','Public Utilities','Natural Gas Distribution'),
    ('EFX','Equifax Inc.','Finance','Finance: Consumer Services'),
    ('EQC','Equity Commonwealth','Consumer Services','Real Estate Investment Trusts'),
    ('EQC^D','Equity Commonwealth','n/a','n/a'),
    ('EQCO','Equity Commonwealth','Consumer Services','Real Estate Investment Trusts'),
    ('ELS','Equity Lifestyle Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('EQR','Equity Residential','Consumer Services','Real Estate Investment Trusts'),
    ('EQS','Equus Total Return Inc.','n/a','n/a'),
    ('ERA','Era Group Inc.','Transportation','Transportation Services'),
    ('EROS','Eros International PLC','Consumer Services','Movies/Entertainment'),
    ('ESE','ESCO Technologies Inc.','Consumer Durables','Telecommunications Equipment'),
    ('ESNT','Essent Group Ltd.','Finance','Property-Casualty Insurers'),
    ('ESS','Essex Property Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('EL','Estee Lauder Companies Inc. (The)','Consumer Non-Durables','Package Goods/Cosmetics'),
    ('ESL','Esterline Technologies Corporation','Capital Goods','Industrial Machinery/Components'),
    ('ETH','Ethan Allen Interiors Inc.','Consumer Durables','Home Furnishings'),
    ('EURN','Euronav NV','Transportation','Marine Transportation'),
    ('EEA','European Equity Fund Inc. (The)','n/a','n/a'),
    ('EVR','Evercore Inc.','Finance','Investment Managers'),
    ('RE','Everest Re Group Ltd.','Finance','Property-Casualty Insurers'),
    ('EVRI','Everi Holdings Inc.','Finance','Finance: Consumer Services'),
    ('ES','Eversource Energy','Public Utilities','Electric Utilities: Central'),
    ('EVTC','Evertec Inc.','Technology','EDP Services'),
    ('EVH','Evolent Health Inc','Consumer Services','Other Consumer Services'),
    ('AQUA','Evoqua Water Technologies Corp.','Technology','Industrial Machinery/Components'),
    ('XCO','EXCO Resources NL','Energy','Oil & Gas Production'),
    ('EXC','Exelon Corporation','Public Utilities','Power Generation'),
    ('EXPR','Express Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('STAY','Extended Stay America Inc.','Consumer Services','Hotels/Resorts'),
    ('EXTN','Exterran Corporation','Technology','Diversified Commercial Services'),
    ('EXR','Extra Space Storage Inc','Consumer Services','Real Estate Investment Trusts'),
    ('XOM','Exxon Mobil Corporation','Energy','Integrated oil Companies'),
    ('FNB','F.N.B. Corporation','Finance','Major Banks'),
    ('FNB^E','F.N.B. Corporation','n/a','n/a'),
    ('FN','Fabrinet','Public Utilities','Telecommunications Equipment'),
    ('FDS','FactSet Research Systems Inc.','Technology','Computer Software: Programming Data Processing'),
    ('FICO','Fair Isaac Corporation','Miscellaneous','Business Services'),
    ('FMSA','Fairmount Santrol Holdings Inc.','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('SFUN','Fang Holdings Limited','Technology','EDP Services'),
    ('FPI','Farmland Partners Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('FPI^B','Farmland Partners Inc.','n/a','n/a'),
    ('FBK','FB Financial Corporation','Finance','Major Banks'),
    ('FFG','FBL Financial Group Inc.','Finance','Life Insurance'),
    ('FCB','FCB Financial Holdings Inc.','Finance','Major Banks'),
    ('AGM','Federal Agricultural Mortgage Corporation','Finance','Finance Companies'),
    ('AGM.A','Federal Agricultural Mortgage Corporation','n/a','n/a'),
    ('AGM^A','Federal Agricultural Mortgage Corporation','n/a','n/a'),
    ('AGM^B','Federal Agricultural Mortgage Corporation','n/a','n/a'),
    ('AGM^C','Federal Agricultural Mortgage Corporation','n/a','n/a'),
    ('FRT','Federal Realty Investment Trust','Consumer Services','Real Estate Investment Trusts'),
    ('FRT^C','Federal Realty Investment Trust','n/a','n/a'),
    ('FSS','Federal Signal Corporation','Capital Goods','Auto Manufacturing'),
    ('FII','Federated Investors Inc.','Finance','Investment Managers'),
    ('FPT','Federated Premier Intermediate Municipal Income Fund','n/a','n/a'),
    ('FMN','Federated Premier Municipal Income Fund','n/a','n/a'),
    ('FDX','FedEx Corporation','Transportation','Air Freight/Delivery Services'),
    ('RACE','Ferrari N.V.','Capital Goods','Auto Manufacturing'),
    ('FGP','Ferrellgas Partners L.P.','Consumer Services','Other Specialty Stores'),
    ('FOE','Ferro Corporation','Basic Industries','Paints/Coatings'),
    ('FCAU','Fiat Chrysler Automobiles N.V.','Capital Goods','Auto Manufacturing'),
    ('FBR','Fibria Celulose S.A.','Basic Industries','Paper'),
    ('FGL','Fidelity and Guaranty Life','Finance','Life Insurance'),
    ('FNF','Fidelity National Financial Inc.','Finance','Specialty Insurers'),
    ('FNFV','Fidelity National Financial Inc.','Finance','Specialty Insurers'),
    ('FIS','Fidelity National Information Services Inc.','Miscellaneous','Business Services'),
    ('FMO','Fiduciary/Claymore MLP Opportunity Fund','n/a','n/a'),
    ('FAC','First Acceptance Corporation','Finance','Property-Casualty Insurers'),
    ('FAF','First American Corporation (The)','Finance','Specialty Insurers'),
    ('FBP','First BanCorp.','Finance','Major Banks'),
    ('FCFS','First Cash Inc.','Consumer Services','Other Specialty Stores'),
    ('FCF','First Commonwealth Financial Corporation','Finance','Major Banks'),
    ('FDC','First Data Corporation','Miscellaneous','Business Services'),
    ('FHN','First Horizon National Corporation','Finance','Major Banks'),
    ('FHN^A','First Horizon National Corporation','n/a','n/a'),
    ('FR','First Industrial Realty Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('AG','First Majestic Silver Corp.','Basic Industries','Precious Metals'),
    ('FRC','FIRST REPUBLIC BANK','n/a','n/a'),
    ('FRC^C','FIRST REPUBLIC BANK','n/a','n/a'),
    ('FRC^D','FIRST REPUBLIC BANK','n/a','n/a'),
    ('FRC^E','FIRST REPUBLIC BANK','n/a','n/a'),
    ('FRC^F','FIRST REPUBLIC BANK','n/a','n/a'),
    ('FRC^G','FIRST REPUBLIC BANK','n/a','n/a'),
    ('FRC^H','FIRST REPUBLIC BANK','n/a','n/a'),
    ('FFA','First Trust','n/a','n/a'),
    ('FMY','First Trust','n/a','n/a'),
    ('FDEU','First Trust Dynamic Europe Equity Income Fund','n/a','n/a'),
    ('FIF','First Trust Energy Infrastructure Fund','n/a','n/a'),
    ('FSD','First Trust High Income Long Short Fund','n/a','n/a'),
    ('FPF','First Trust Intermediate Duration Preferred & Income Fund','n/a','n/a'),
    ('FEI           ','First Trust MLP and Energy Income Fund','n/a','n/a'),
    ('FPL','First Trust New Opportunities MLP & Energy Fund','n/a','n/a'),
    ('FIV','First Trust Senior Floating Rate 2022 Target Term Fund','n/a','n/a'),
    ('FCT','First Trust Senior Floating Rate Income Fund II','n/a','n/a'),
    ('FGB','First Trust Specialty Finance and Financial Opportunities Fund','n/a','n/a'),
    ('FHY','First Trust Strategic High Income Fund II','n/a','n/a'),
    ('FEO','First Trust/Aberdeen Emerging Opportunity Fund','n/a','n/a'),
    ('FAM','First Trust/Aberdeen Global Opportunity Income Fund','n/a','n/a'),
    ('FE','FirstEnergy Corporation','Public Utilities','Electric Utilities: Central'),
    ('FIT','Fitbit Inc.','Technology','Computer Manufacturing'),
    ('OAKS','Five Oaks Investment Corp.','Consumer Services','Real Estate Investment Trusts'),
    ('OAKS^A','Five Oaks Investment Corp.','n/a','n/a'),
    ('FPH','Five Point Holdings LLC','Finance','Real Estate'),
    ('FBC','Flagstar Bancorp Inc.','Finance','Savings Institutions'),
    ('DFP','Flaherty & Crumrine Dynamic Preferred and Income Fund Inc.','n/a','n/a'),
    ('PFD','Flaherty & Crumrine Preferred Income Fund Incorporated','n/a','n/a'),
    ('PFO','Flaherty & Crumrine Preferred Income Opportunity Fund Inc','n/a','n/a'),
    ('FFC','Flaherty & Crumrine Preferred Securities Income Fund Inc','n/a','n/a'),
    ('FLC','Flaherty & Crumrine Total Return Fund Inc','n/a','n/a'),
    ('FLT','FleetCor Technologies Inc.','Miscellaneous','Business Services'),
    ('FND','Floor & Decor Holdings Inc.','Consumer Services','RETAIL: Building Materials'),
    ('FTK','Flotek Industries Inc.','Basic Industries','Major Chemicals'),
    ('FLO','Flowers Foods Inc.','Consumer Non-Durables','Packaged Foods'),
    ('FLS','Flowserve Corporation','Capital Goods','Fluid Controls'),
    ('FLR','Fluor Corporation','Basic Industries','Military/Government/Technical'),
    ('FLY','Fly Leasing Limited','n/a','n/a'),
    ('FMC','FMC Corporation','Basic Industries','Major Chemicals'),
    ('FMX','Fomento Economico Mexicano S.A.B. de C.V.','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('FL','Foot Locker Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('F','Ford Motor Company','Capital Goods','Auto Manufacturing'),
    ('FELP','Foresight Energy LP','Energy','Coal Mining'),
    ('FCE.A','Forest City Realty Trust Inc.','n/a','n/a'),
    ('FOR','Forestar Group Inc','Finance','Real Estate'),
    ('FTS','Fortis Inc.','Public Utilities','Electric Utilities: Central'),
    ('FTV','Fortive Corporation','Capital Goods','Industrial Machinery/Components'),
    ('FIG','Fortress Investment Group LLC','Finance','Investment Managers'),
    ('FTAI','Fortress Transportation and Infrastructure Investors LLC','n/a','n/a'),
    ('FSM','Fortuna Silver Mines Inc.','Basic Industries','Precious Metals'),
    ('FBHS','Fortune Brands Home & Security Inc.','Basic Industries','Homebuilding'),
    ('FET','Forum Energy Technologies Inc.','Energy','Metal Fabrications'),
    ('FBM','Foundation Building Materials Inc.','Consumer Services','RETAIL: Building Materials'),
    ('FCPT','Four Corners Property Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('FEDU','Four Seasons Education (Cayman) Inc.','n/a','n/a'),
    ('FNV','Franco-Nevada Corporation','Basic Industries','Precious Metals'),
    ('FC','Franklin Covey Company','Consumer Services','Other Consumer Services'),
    ('FSB','Franklin Financial Network Inc.','Finance','Major Banks'),
    ('BEN','Franklin Resources Inc.','Finance','Investment Managers'),
    ('FT','Franklin Universal Trust','n/a','n/a'),
    ('FI','Frank's International N.V.','Energy','Oilfield Services/Equipment'),
    ('FCX','Freeport-McMoran Inc.','Basic Industries','Precious Metals'),
    ('FMS','Fresenius Medical Care Corporation','Health Care','Hospital/Nursing Management'),
    ('FDP','Fresh Del Monte Produce Inc.','Consumer Non-Durables','Farming/Seeds/Milling'),
    ('FRO','Frontline Ltd.','Transportation','Marine Transportation'),
    ('FSIC','FS Investment Corporation','n/a','n/a'),
    ('FCN','FTI Consulting Inc.','Consumer Services','Professional Services'),
    ('FF','FutureFuel Corp.','Basic Industries','Major Chemicals'),
    ('GCV','Gabelli Convertible and Income Securities Fund Inc. (The)','n/a','n/a'),
    ('GCV^B','Gabelli Convertible and Income Securities Fund Inc. (The)','n/a','n/a'),
    ('GDV','Gabelli Dividend','n/a','n/a'),
    ('GDV^A','Gabelli Dividend','n/a','n/a'),
    ('GDV^D','Gabelli Dividend','n/a','n/a'),
    ('GDV^G','Gabelli Dividend','n/a','n/a'),
    ('GAB','Gabelli Equity Trust Inc. (The)','n/a','n/a'),
    ('GAB^D','Gabelli Equity Trust Inc. (The)','n/a','n/a'),
    ('GAB^G','Gabelli Equity Trust Inc. (The)','n/a','n/a'),
    ('GAB^H','Gabelli Equity Trust Inc. (The)','n/a','n/a'),
    ('GAB^J','Gabelli Equity Trust Inc. (The)','n/a','n/a'),
    ('GAB~','Gabelli Equity Trust Inc. (The)','n/a','n/a'),
    ('GGZ','Gabelli Global Small and Mid Cap Value Trust (The)','n/a','n/a'),
    ('GGZ^A','Gabelli Global Small and Mid Cap Value Trust (The)','n/a','n/a'),
    ('GGZ~','Gabelli Global Small and Mid Cap Value Trust (The)','n/a','n/a'),
    ('GGT','Gabelli Multi-Media Trust Inc. (The)','n/a','n/a'),
    ('GGT^B','Gabelli Multi-Media Trust Inc. (The)','n/a','n/a'),
    ('GGT^E','Gabelli Multi-Media Trust Inc. (The)','n/a','n/a'),
    ('GUT','Gabelli Utility Trust (The)','n/a','n/a'),
    ('GUT^A','Gabelli Utility Trust (The)','n/a','n/a'),
    ('GUT^C','Gabelli Utility Trust (The)','n/a','n/a'),
    ('GFA','Gafisa SA','Basic Industries','Homebuilding'),
    ('GCAP','GAIN Capital Holdings Inc.','Finance','Investment Bankers/Brokers/Service'),
    ('GBL','Gamco Investors Inc.','Finance','Investment Bankers/Brokers/Service'),
    ('GNT','GAMCO Natural Resources Gold & Income Tust ','n/a','n/a'),
    ('GNT^A','GAMCO Natural Resources Gold & Income Tust ','n/a','n/a'),
    ('GME','Gamestop Corporation','Consumer Services','Electronics Distribution'),
    ('GPS','Gap Inc. (The)','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('GDI','Gardner Denver Holdings Inc.','Technology','Industrial Machinery/Components'),
    ('IT','Gartner Inc.','Consumer Services','Other Consumer Services'),
    ('GLOG','GasLog LP.','Consumer Services','Marine Transportation'),
    ('GLOG^A','GasLog LP.','n/a','n/a'),
    ('GLOP','GasLog Partners LP','Consumer Services','Marine Transportation'),
    ('GLOP^A','GasLog Partners LP','n/a','n/a'),
    ('GATX','GATX Corporation','Consumer Services','Transportation Services'),
    ('GMTA','GATX Corporation','Consumer Services','Transportation Services'),
    ('GZT','Gazit-Globe Ltd.','Finance','Real Estate'),
    ('GCP','GCP Applied Technologies Inc.','Basic Industries','Major Chemicals'),
    ('GNK','Genco Shipping & Trading Limited ','Transportation','Marine Transportation'),
    ('GNRT','Gener8 Maritime Inc.','Transportation','Marine Transportation'),
    ('GNRC','Generac Holdlings Inc.','Consumer Durables','Metal Fabrications'),
    ('GAM','General American Investors Inc.','n/a','n/a'),
    ('GAM^B','General American Investors Inc.','n/a','n/a'),
    ('BGC','General Cable Corporation','Basic Industries','Telecommunications Equipment'),
    ('GD','General Dynamics Corporation','Capital Goods','Marine Transportation'),
    ('GEH','General Electric Capital Corporation','Energy','Consumer Electronics/Appliances'),
    ('GEK','General Electric Capital Corporation','Energy','Consumer Electronics/Appliances'),
    ('GE','General Electric Company','Energy','Consumer Electronics/Appliances'),
    ('GEB','General Electric Company','Energy','Consumer Electronics/Appliances'),
    ('GIS','General Mills Inc.','Consumer Non-Durables','Packaged Foods'),
    ('GM','General Motors Company','Capital Goods','Auto Manufacturing'),
    ('GM.WS.B','General Motors Company','n/a','n/a'),
    ('GCO','Genesco Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('GWR','Genesee & Wyoming Inc.','Transportation','Railroads'),
    ('GEL','Genesis Energy L.P.','Energy','Oil Refining/Marketing'),
    ('GEN           ','Genesis Healthcare Inc.','Health Care','Hospital/Nursing Management'),
    ('GNE','Genie Energy Ltd.','Public Utilities','Power Generation'),
    ('GNE^A','Genie Energy Ltd.','n/a','n/a'),
    ('G','Genpact Limited','Consumer Services','Professional Services'),
    ('GPC','Genuine Parts Company','Capital Goods','Automotive Aftermarket'),
    ('GNW','Genworth Financial Inc','Finance','Life Insurance'),
    ('GEO','Geo Group Inc (The)','Consumer Services','Real Estate Investment Trusts'),
    ('GPRK','Geopark Ltd','Energy','Oil & Gas Production'),
    ('GPJA','Georgia Power Company','Public Utilities','Electric Utilities: Central'),
    ('GGB','Gerdau S.A.','Capital Goods','Steel/Iron Ore'),
    ('GTY','Getty Realty Corporation','Finance','Real Estate'),
    ('GGP','GGP Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('GGP^A','GGP Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('GIMO','Gigamon Inc.','Technology','EDP Services'),
    ('GIL','Gildan Activewear Inc.','Consumer Non-Durables','Apparel'),
    ('GLT','Glatfelter','Basic Industries','Paper'),
    ('GKOS','Glaukos Corporation','Health Care','Medical/Dental Instruments'),
    ('GSK','GlaxoSmithKline PLC','Health Care','Major Pharmaceuticals'),
    ('BRSS','Global Brass and Copper Holdings Inc.','Capital Goods','Metal Fabrications'),
    ('GMRE','Global Medical REIT Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('GMRE^A','Global Medical REIT Inc.','n/a','n/a'),
    ('GNL','Global Net Lease Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('GNL^A','Global Net Lease Inc.','n/a','n/a'),
    ('GLP','Global Partners LP','Energy','Oil Refining/Marketing'),
    ('GPN','Global Payments Inc.','Miscellaneous','Business Services'),
    ('GSL','Global Ship Lease Inc.','Transportation','Marine Transportation'),
    ('GSL^B','Global Ship Lease Inc.','n/a','n/a'),
    ('GLOB','Globant S.A.','Technology','EDP Services'),
    ('GMED','Globus Medical Inc.','Health Care','Medical/Dental Instruments'),
    ('GMS','GMS Inc.','Consumer Services','RETAIL: Building Materials'),
    ('GNC','GNC Holdings Inc.','Consumer Non-Durables','Food Chains'),
    ('GDDY','GoDaddy Inc.','Technology','EDP Services'),
    ('GOL','Gol Linhas Aereas Inteligentes S.A.','Transportation','Air Freight/Delivery Services'),
    ('GFI','Gold Fields Limited','Basic Industries','Precious Metals'),
    ('GG','Goldcorp Inc.','Basic Industries','Precious Metals'),
    ('GSBD','Goldman Sachs BDC Inc.','n/a','n/a'),
    ('GS','Goldman Sachs Group Inc. (The)','Finance','Investment Bankers/Brokers/Service'),
    ('GS^A','Goldman Sachs Group Inc. (The)','n/a','n/a'),
    ('GS^B','Goldman Sachs Group Inc. (The)','n/a','n/a'),
    ('GS^C','Goldman Sachs Group Inc. (The)','n/a','n/a'),
    ('GS^D','Goldman Sachs Group Inc. (The)','n/a','n/a'),
    ('GS^I.CL','Goldman Sachs Group Inc. (The)','n/a','n/a'),
    ('GS^J','Goldman Sachs Group Inc. (The)','n/a','n/a'),
    ('GS^K','Goldman Sachs Group Inc. (The)','n/a','n/a'),
    ('GS^N','Goldman Sachs Group Inc. (The)','n/a','n/a'),
    ('GER','Goldman Sachs MLP Energy Renaissance Fund','n/a','n/a'),
    ('GMZ','Goldman Sachs MLP Income Opportunities Fund','n/a','n/a'),
    ('GRC','Gorman-Rupp Company (The)','Capital Goods','Fluid Controls'),
    ('GPX','GP Strategies Corporation','Consumer Services','Other Consumer Services'),
    ('GGG','Graco Inc.','Capital Goods','Fluid Controls'),
    ('GHM','Graham Corporation','Technology','Industrial Machinery/Components'),
    ('GHC','Graham Holdings Company','Consumer Services','Other Consumer Services'),
    ('GPT','Gramercy Property Trust','Consumer Services','Real Estate Investment Trusts'),
    ('GPT^A','Gramercy Property Trust Inc.','n/a','n/a'),
    ('GRAM','Grana y Montero S.A.A.','Basic Industries','Military/Government/Technical'),
    ('GVA','Granite Construction Incorporated','Basic Industries','Military/Government/Technical'),
    ('GPMT','Granite Point Mortgage Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('GRP.U','Granite Real Estate Inc.','n/a','n/a'),
    ('GPK','Graphic Packaging Holding Company','Consumer Durables','Containers/Packaging'),
    ('GTN','Gray Television Inc.','Consumer Services','Broadcasting'),
    ('GTN.A','Gray Television Inc.','n/a','n/a'),
    ('AJX','Great Ajax Corp.','Consumer Services','Real Estate Investment Trusts'),
    ('AJXA','Great Ajax Corp.','Consumer Services','Real Estate Investment Trusts'),
    ('GXP','Great Plains Energy Inc','Public Utilities','Electric Utilities: Central'),
    ('GWB','Great Western Bancorp Inc.','Finance','Major Banks'),
    ('GDOT','Green Dot Corporation','Finance','Finance: Consumer Services'),
    ('GBX','Greenbrier Companies Inc. (The)','Capital Goods','Railroads'),
    ('GHL','Greenhill & Co. Inc.','Finance','Investment Bankers/Brokers/Service'),
    ('GEF','Greif Bros. Corporation','n/a','n/a'),
    ('GEF.B','Greif Bros. Corporation','n/a','n/a'),
    ('GFF','Griffon Corporation','Capital Goods','Building Products'),
    ('GPI','Group 1 Automotive Inc.','Consumer Durables','Automotive Aftermarket'),
    ('GRUB','GrubHub Inc.','Miscellaneous','Business Services'),
    ('PAC','Grupo Aeroportuario Del Pacifico S.A. de C.V.','Transportation','Aerospace'),
    ('ASR','Grupo Aeroportuario del Sureste S.A. de C.V.','Transportation','Aerospace'),
    ('AVAL','Grupo Aval Acciones y Valores S.A.','Finance','Commercial Banks'),
    ('BSMX','Grupo Financiero Santander Mexico S.A. B. de C.V.','Finance','Commercial Banks'),
    ('SUPV','Grupo Supervielle S.A.','Finance','Commercial Banks'),
    ('TV','Grupo Televisa S.A.','Consumer Services','Broadcasting'),
    ('GTT','GTT Communications Inc.','Public Utilities','Telecommunications Equipment'),
    ('GSH','Guangshen Railway Company Limited','Transportation','Railroads'),
    ('GES','Guess? Inc.','Consumer Non-Durables','Apparel'),
    ('GGM','Guggenheim Credit Allocation Fund','n/a','n/a'),
    ('GPM','Guggenheim Enhanced Equity Income Fund','n/a','n/a'),
    ('GOF','Guggenheim Strategic Opportunities Fund','n/a','n/a'),
    ('GBAB','Guggenheim Taxable Municipal Managed Duration Trst','n/a','n/a'),
    ('GWRE','Guidewire Software Inc.','Technology','Computer Software: Prepackaged Software'),
    ('HRB','H&R Block Inc.','Consumer Services','Other Consumer Services'),
    ('FUL','H. B. Fuller Company','Basic Industries','Home Furnishings'),
    ('HAE','Haemonetics Corporation','Health Care','Medical/Dental Instruments'),
    ('HK','Halcon Resources Corporation','Energy','Oil & Gas Production'),
    ('HK.WS','Halcon Resources Corporation','n/a','n/a'),
    ('HAL','Halliburton Company','Energy','Oilfield Services/Equipment'),
    ('HYH','Halyard Health Inc.','Health Care','Industrial Specialties'),
    ('HBB','Hamilton Beach Brands Holding Company','Consumer Durables','Home Furnishings'),
    ('HBI','Hanesbrands Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('HASI','Hannon Armstrong Sustainable Infrastructure Capital Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('HOG','Harley-Davidson Inc.','Consumer Non-Durables','Motor Vehicles'),
    ('HMY','Harmony Gold Mining Company Limited','Basic Industries','Precious Metals'),
    ('HRS','Harris Corporation','Capital Goods','Industrial Machinery/Components'),
    ('HSC','Harsco Corporation','Capital Goods','Metal Fabrications'),
    ('HHS','Harte-Hanks Inc.','Technology','Advertising'),
    ('HGH','Hartford Financial Services Group Inc. (The)','Finance','Property-Casualty Insurers'),
    ('HIG','Hartford Financial Services Group Inc. (The)','Finance','Property-Casualty Insurers'),
    ('HIG.WS','Hartford Financial Services Group Inc. (The)','n/a','n/a'),
    ('HVT','Haverty Furniture Companies Inc.','Consumer Services','Other Specialty Stores'),
    ('HVT.A','Haverty Furniture Companies Inc.','n/a','n/a'),
    ('HE','Hawaiian Electric Industries Inc.','Public Utilities','Electric Utilities: Central'),
    ('HE^U','Hawaiian Electric Industries Inc.','n/a','n/a'),
    ('HCHC','HC2 Holdings Inc.','Capital Goods','Metal Fabrications'),
    ('HCA','HCA Healthcare Inc.','Health Care','Hospital/Nursing Management'),
    ('HCI','HCI Group Inc.','Finance','Property-Casualty Insurers'),
    ('HCP','HCP Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('HDB','HDFC Bank Limited','Finance','Commercial Banks'),
    ('HR','Healthcare Realty Trust Incorporated','Consumer Services','Real Estate Investment Trusts'),
    ('HTA','Healthcare Trust of America Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('HLS','HealthSouth Corporation','Health Care','Hospital/Nursing Management'),
    ('HL','Hecla Mining Company','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('HL^B','Hecla Mining Company','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('HEI','Heico Corporation','Capital Goods','Aerospace'),
    ('HEI.A','Heico Corporation','n/a','n/a'),
    ('HLX','Helix Energy Solutions Group Inc.','Energy','Oilfield Services/Equipment'),
    ('HP','Helmerich & Payne Inc.','Energy','Oil & Gas Production'),
    ('HLF','Herbalife LTD.','Health Care','Other Pharmaceuticals'),
    ('HRI','Herc Holdings Inc.','n/a','n/a'),
    ('HTGC','Hercules Capital Inc.','n/a','n/a'),
    ('HTGX','Hercules Capital Inc.','n/a','n/a'),
    ('HRTG','Heritage Insurance Holdings Inc.','Finance','Property-Casualty Insurers'),
    ('HT','Hersha Hospitality Trust','Consumer Services','Real Estate Investment Trusts'),
    ('HT^C','Hersha Hospitality Trust','n/a','n/a'),
    ('HT^D','Hersha Hospitality Trust','n/a','n/a'),
    ('HT^E','Hersha Hospitality Trust','n/a','n/a'),
    ('HSY','Hershey Company (The)','Consumer Non-Durables','Specialty Foods'),
    ('HTZ','Hertz Global Holdings Inc','Consumer Services','Rental/Leasing Companies'),
    ('HES','Hess Corporation','Energy','Integrated oil Companies'),
    ('HES^A','Hess Corporation','n/a','n/a'),
    ('HESM','Hess Midstream Partners LP','Energy','Oil & Gas Production'),
    ('HPE','Hewlett Packard Enterprise Company','Technology','Computer Manufacturing'),
    ('HXL','Hexcel Corporation','Basic Industries','Major Chemicals'),
    ('HF','HFF Inc.','Consumer Services','Real Estate'),
    ('HCLP','Hi-Crush Partners LP','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('HFRO','Highland Floating Rate Opportunities Fund','n/a','n/a'),
    ('HIW','Highwoods Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('HIL','Hill International Inc.','Consumer Services','Military/Government/Technical'),
    ('HI','Hillenbrand Inc','Consumer Durables','Miscellaneous manufacturing industries'),
    ('HRC','Hill-Rom Holdings Inc','Health Care','Medical/Dental Instruments'),
    ('HTH','Hilltop Holdings Inc.','Finance','Major Banks'),
    ('HGV','Hilton Grand Vacations Inc.','Consumer Services','Hotels/Resorts'),
    ('HLT','Hilton Worldwide Holdings Inc.','Consumer Services','Hotels/Resorts'),
    ('HNI','HNI Corporation','Consumer Durables','Office Equipment/Supplies/Services'),
    ('HMLP','Hoegh LNG Partners LP','Consumer Services','Marine Transportation'),
    ('HMLP^A','Hoegh LNG Partners LP','n/a','n/a'),
    ('HEP','Holly Energy Partners L.P.','Energy','Natural Gas Distribution'),
    ('HFC','HollyFrontier Corporation','Energy','Integrated oil Companies'),
    ('HD','Home Depot Inc. (The)','Consumer Services','RETAIL: Building Materials'),
    ('HMC','Honda Motor Company Ltd.','Capital Goods','Auto Manufacturing'),
    ('HON','Honeywell International Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('HMN','Horace Mann Educators Corporation','Finance','Property-Casualty Insurers'),
    ('HZN','Horizon Global Corporation','Capital Goods','Auto Parts:O.E.M.'),
    ('HTFA','Horizon Technology Finance Corporation','n/a','n/a'),
    ('HRL','Hormel Foods Corporation','Consumer Non-Durables','Meat/Poultry/Fish'),
    ('HOS','Hornbeck Offshore Services','Consumer Services','Marine Transportation'),
    ('HST','Host Hotels & Resorts Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('HLI','Houlihan Lokey Inc.','Finance','Investment Managers'),
    ('HOV','Hovnanian Enterprises Inc','Capital Goods','Homebuilding'),
    ('HHC','Howard Hughes Corporation (The)','Consumer Services','Real Estate Investment Trusts'),
    ('HPQ','HP Inc.','Technology','Computer Manufacturing'),
    ('HRG','HRG Group Inc.','Miscellaneous','Industrial Machinery/Components'),
    ('HSBC','HSBC Holdings plc','Finance','Savings Institutions'),
    ('HSBC^A','HSBC Holdings plc','n/a','n/a'),
    ('HSEA','HSBC Holdings plc','Finance','Savings Institutions'),
    ('HSEB','HSBC Holdings plc','Finance','Savings Institutions'),
    ('HNP','Huaneng Power International Inc.','Public Utilities','Electric Utilities: Central'),
    ('HUBB','Hubbell Inc','Capital Goods','Electrical Products'),
    ('HUBS','HubSpot Inc.','Technology','Computer Software: Prepackaged Software'),
    ('HBM','Hudbay Minerals Inc.','Basic Industries','Precious Metals'),
    ('HBM.WS','Hudbay Minerals Inc.','n/a','n/a'),
    ('HPP','Hudson Pacific Properties Inc.','Finance','Real Estate'),
    ('HGT','Hugoton Royalty Trust','Energy','Oil & Gas Production'),
    ('HUM','Humana Inc.','Health Care','Medical Specialities'),
    ('HII','Huntington Ingalls Industries Inc.','Capital Goods','Marine Transportation'),
    ('HUN','Huntsman Corporation','Basic Industries','Major Chemicals'),
    ('H','Hyatt Hotels Corporation','Consumer Services','Hotels/Resorts'),
    ('HY','Hyster-Yale Materials Handling Inc.','Capital Goods','Construction/Ag Equipment/Trucks'),
    ('IAG','Iamgold Corporation','Basic Industries','Precious Metals'),
    ('IBN','ICICI Bank Limited','Finance','Commercial Banks'),
    ('IDA','IDACORP Inc.','Public Utilities','Electric Utilities: Central'),
    ('IEX','IDEX Corporation','Capital Goods','Fluid Controls'),
    ('IDT','IDT Corporation','Public Utilities','Telecommunications Equipment'),
    ('ITW','Illinois Tool Works Inc.','Technology','Industrial Machinery/Components'),
    ('IMAX','Imax Corporation','Miscellaneous','Industrial Machinery/Components'),
    ('ICD','Independence Contract Drilling Inc.','Energy','Oil & Gas Production'),
    ('IHC','Independence Holding Company','Finance','Life Insurance'),
    ('IRT','Independence Realty Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('IFN','India Fund Inc. (The)','n/a','n/a'),
    ('IBA','Industrias Bachoco S.A. de C.V.','Consumer Non-Durables','Meat/Poultry/Fish'),
    ('INFY','Infosys Limited','Technology','EDP Services'),
    ('HIFR','InfraREIT Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('ING','ING Group N.V.','Finance','Commercial Banks'),
    ('ISF','ING Group N.V.','Finance','Commercial Banks'),
    ('ISG','ING Group N.V.','Finance','Commercial Banks'),
    ('IR','Ingersoll-Rand plc (Ireland)','Capital Goods','Auto Parts:O.E.M.'),
    ('NGVT','Ingevity Corporation','Basic Industries','Major Chemicals'),
    ('INGR','Ingredion Incorporated','Consumer Non-Durables','Packaged Foods'),
    ('IIPR','Innovative Industrial Properties Inc.','Finance','Real Estate'),
    ('IIPR^A','Innovative Industrial Properties Inc.','n/a','n/a'),
    ('IPHI','Inphi Corporation','Technology','Semiconductors'),
    ('INSI','Insight Select Income Fund','n/a','n/a'),
    ('NSP','Insperity Inc.','Technology','Professional Services'),
    ('IBP','Installed Building Products Inc.','Basic Industries','Homebuilding'),
    ('INST','Instructure Inc.','Technology','Computer Software: Prepackaged Software'),
    ('ITGR','Integer Holdings Corporation','Miscellaneous','Industrial Machinery/Components'),
    ('I','Intelsat S.A.','Consumer Services','Telecommunications Equipment'),
    ('ICE','Intercontinental Exchange Inc.','Finance','Investment Bankers/Brokers/Service'),
    ('IHG','Intercontinental Hotels Group','Consumer Services','Hotels/Resorts'),
    ('IFF','Internationa Flavors & Fragrances Inc.','Basic Industries','Major Chemicals'),
    ('IBM','International Business Machines Corporation','Technology','Computer Manufacturing'),
    ('IGT','International Game Technology','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('IP','International Paper Company','Basic Industries','Paper'),
    ('INSW','International Seaways Inc.','Consumer Services','Marine Transportation'),
    ('IPG','Interpublic Group of Companies Inc. (The)','Technology','Advertising'),
    ('IPL^D','Interstate Power and Light Company','n/a','n/a'),
    ('INXN','InterXion Holding N.V.','Technology','Computer Software: Programming Data Processing'),
    ('IPI','Intrepid Potash Inc','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('XON','Intrexon Corporation','Health Care','Biotechnology: Commercial Physical & Biological Resarch'),
    ('IVC','Invacare Corporation','Health Care','Industrial Specialties'),
    ('VBF','Invesco Bond Fund','n/a','n/a'),
    ('VCV','Invesco California Value Municipal Income Trust','n/a','n/a'),
    ('VTA','Invesco Credit Opportunities Fund','n/a','n/a'),
    ('IHIT','Invesco High Income 2023 Target Term Fund','n/a','n/a'),
    ('VLT','Invesco High Income Trust II','n/a','n/a'),
    ('IVR','INVESCO MORTGAGE CAPITAL INC','Consumer Services','Real Estate Investment Trusts'),
    ('IVR^B','INVESCO MORTGAGE CAPITAL INC','n/a','n/a'),
    ('IVR^C','INVESCO MORTGAGE CAPITAL INC','n/a','n/a'),
    ('IVR^A','Invesco Mortgage Capital Inc.','n/a','n/a'),
    ('OIA','Invesco Municipal Income Opportunities Trust','n/a','n/a'),
    ('VMO','Invesco Municipal Opportunity Trust','n/a','n/a'),
    ('VKQ','Invesco Municipal Trust','n/a','n/a'),
    ('VPV','Invesco Pennsylvania Value Municipal Income Trust','n/a','n/a'),
    ('IVZ','Invesco Plc','Finance','Investment Managers'),
    ('IQI','Invesco Quality Municipal Income Trust','n/a','n/a'),
    ('VVR','Invesco Senior Income Trust','n/a','n/a'),
    ('VTN','Invesco Trust  for Investment Grade New York Municipal','n/a','n/a'),
    ('VGM','Invesco Trust for Investment Grade Municipals','n/a','n/a'),
    ('IIM','Invesco Value Municipal Income Trust','n/a','n/a'),
    ('ITG','Investment Technology Group Inc.','Finance','Investment Bankers/Brokers/Service'),
    ('IRET','Investors Real Estate Trust','Consumer Services','Real Estate Investment Trusts'),
    ('IRET^C','Investors Real Estate Trust','n/a','n/a'),
    ('NVTA','Invitae Corporation','Health Care','Medical Specialities'),
    ('INVH','Invitation Homes Inc.','Finance','Real Estate'),
    ('IO','Ion Geophysical Corporation','Energy','Oil & Gas Production'),
    ('IRM','Iron Mountain Incorporated','Consumer Services','Real Estate Investment Trusts'),
    ('IRS','IRSA Inversiones Y Representaciones S.A.','Consumer Services','Homebuilding'),
    ('ICL','Israel Chemicals Shs','Basic Industries','Agricultural Chemicals'),
    ('STAR          ','iStar Financial Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('STAR^D','iStar Financial Inc.','n/a','n/a'),
    ('STAR^G','iStar Financial Inc.','n/a','n/a'),
    ('STAR^I','iStar Financial Inc.','n/a','n/a'),
    ('ITCB','Ita? CorpBanca','Finance','Major Banks'),
    ('ITUB','Itau Unibanco Banco Holding SA','Finance','Major Banks'),
    ('ITT','ITT Inc.','Capital Goods','Fluid Controls'),
    ('IVH','Ivy High Income Opportunities Fund','n/a','n/a'),
    ('JPM','J P Morgan Chase & Co','Finance','Major Banks'),
    ('JPM.WS','J P Morgan Chase & Co','n/a','n/a'),
    ('JPM^A','J P Morgan Chase & Co','Finance','Major Banks'),
    ('JPM^B','J P Morgan Chase & Co','n/a','n/a'),
    ('JPM^D.CL','J P Morgan Chase & Co','n/a','n/a'),
    ('JPM^E','J P Morgan Chase & Co','n/a','n/a'),
    ('JPM^F','J P Morgan Chase & Co','n/a','n/a'),
    ('JPM^G','J P Morgan Chase & Co','n/a','n/a'),
    ('JPM^H','J P Morgan Chase & Co','Finance','Major Banks'),
    ('JAX','J. Alexander's Holdings Inc.','Consumer Services','Restaurants'),
    ('JILL','J. Jill Inc.','Consumer Non-Durables','Apparel'),
    ('JCP','J.C. Penney Company Inc. Holding Company','Consumer Services','Department/Specialty Retail Stores'),
    ('SJM','J.M. Smucker Company (The)','Consumer Non-Durables','Packaged Foods'),
    ('JBL','Jabil Inc.','Technology','Electrical Products'),
    ('JEC','Jacobs Engineering Group Inc.','Basic Industries','Military/Government/Technical'),
    ('JAG','Jagged Peak Energy Inc.','Energy','Oil & Gas Production'),
    ('JHX','James Hardie Industries plc.','Capital Goods','Building Materials'),
    ('JHG','Janus Henderson Group plc','Finance','Investment Managers'),
    ('JOF','Japan Smaller Capitalization Fund Inc','n/a','n/a'),
    ('JBGS','JBG SMITH Properties','Consumer Services','Real Estate Investment Trusts'),
    ('JELD','JELD-WEN Holding Inc.','Basic Industries','Forest Products'),
    ('JCAP','Jernigan Capital Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('JKS','JinkoSolar Holding Company Limited','Technology','Semiconductors'),
    ('JMP','JMP Group LLC','Finance','Investment Bankers/Brokers/Service'),
    ('JMPB','JMP Group LLC','Finance','Investment Bankers/Brokers/Service'),
    ('JMPC','JMP Group LLC','Finance','Investment Bankers/Brokers/Service'),
    ('JBT','John Bean Technologies Corporation','Technology','Industrial Machinery/Components'),
    ('BTO','John Hancock Financial Opportunities Fund','n/a','n/a'),
    ('HEQ','John Hancock Hedged Equity & Income Fund','n/a','n/a'),
    ('JHS','John Hancock Income Securities Trust','n/a','n/a'),
    ('JHI','John Hancock Investors Trust','n/a','n/a'),
    ('HPF','John Hancock Pfd Income Fund II','n/a','n/a'),
    ('HPI','John Hancock Preferred Income Fund','n/a','n/a'),
    ('HPS','John Hancock Preferred Income Fund III','n/a','n/a'),
    ('PDT','John Hancock Premium Dividend Fund','n/a','n/a'),
    ('HTD','John Hancock Tax Advantaged Dividend Income Fund','n/a','n/a'),
    ('HTY','John Hancock Tax-Advantaged Global Shareholder Yield Fund','n/a','n/a'),
    ('JW.A','John Wiley & Sons Inc.','n/a','n/a'),
    ('JW.B','John Wiley & Sons Inc.','n/a','n/a'),
    ('JNJ','Johnson & Johnson','Health Care','Major Pharmaceuticals'),
    ('JCI','Johnson Controls International plc','Consumer Services','Other Consumer Services'),
    ('JONE','Jones Energy Inc.','Energy','Oil & Gas Production'),
    ('JLL','Jones Lang LaSalle Incorporated','Finance','Real Estate'),
    ('JMEI','Jumei International Holding Limited','Consumer Services','Other Specialty Stores'),
    ('JNPR','Juniper Networks Inc.','Technology','Computer Communications Equipment'),
    ('JP','Jupai Holdings Limited','Consumer Services','Other Consumer Services'),
    ('JE','Just Energy Group Inc.','Public Utilities','Oil/Gas Transmission'),
    ('JE^A','Just Energy Group Inc.','n/a','n/a'),
    ('LRN','K12 Inc','Consumer Services','Other Consumer Services'),
    ('KAI','Kadant Inc','Technology','Industrial Machinery/Components'),
    ('KDMN','Kadmon Holdings Inc.','Health Care','Major Pharmaceuticals'),
    ('KAMN','Kaman Corporation','Consumer Durables','Industrial Specialties'),
    ('KSU','Kansas City Southern','Transportation','Railroads'),
    ('KSU^','Kansas City Southern','Transportation','Railroads'),
    ('KS','KapStone Paper and Packaging Corporation','Basic Industries','Paper'),
    ('KAR','KAR Auction Services Inc','Consumer Durables','Automotive Aftermarket'),
    ('KED','Kayne Anderson Energy Development Company','n/a','n/a'),
    ('KYE','Kayne Anderson Energy Total Return Fund Inc.','n/a','n/a'),
    ('KMF','Kayne Anderson Midstream Energy Fund Inc','n/a','n/a'),
    ('KYN','Kayne Anderson MLP Investment Company','n/a','n/a'),
    ('KYN^F','Kayne Anderson MLP Investment Company','n/a','n/a'),
    ('KB','KB Financial Group Inc','Finance','Commercial Banks'),
    ('KBH','KB Home','Capital Goods','Homebuilding'),
    ('KBR','KBR Inc.','Basic Industries','Military/Government/Technical'),
    ('KAP','KCAP Financial Inc.','n/a','n/a'),
    ('FRAC','Keane Group Inc.','Energy','Oilfield Services/Equipment'),
    ('K','Kellogg Company','Consumer Non-Durables','Packaged Foods'),
    ('KEM','Kemet Corporation','Capital Goods','Electrical Products'),
    ('KMPA','Kemper Corporation','Finance','Property-Casualty Insurers'),
    ('KMPR','Kemper Corporation','Finance','Property-Casualty Insurers'),
    ('KMT','Kennametal Inc.','Capital Goods','Industrial Machinery/Components'),
    ('KW','Kennedy-Wilson Holdings Inc.','Finance','Real Estate'),
    ('KWN.CL','Kennedy-Wilson Holdings Inc.','n/a','n/a'),
    ('KEN','Kenon Holdings Ltd.','Public Utilities','Electric Utilities: Central'),
    ('KEG','Key Energy Services Inc.','Energy','Oilfield Services/Equipment'),
    ('KEY','KeyCorp','Finance','Major Banks'),
    ('KEY^I','KeyCorp','n/a','n/a'),
    ('KEYS','Keysight Technologies Inc.','Capital Goods','Industrial Machinery/Components'),
    ('KRC','Kilroy Realty Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('KRP','Kimbell Royalty Partners','Energy','Oil & Gas Production'),
    ('KMB','Kimberly-Clark Corporation','Consumer Durables','Containers/Packaging'),
    ('KIM','Kimco Realty Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('KIM^I','Kimco Realty Corporation','n/a','n/a'),
    ('KIM^J','Kimco Realty Corporation','n/a','n/a'),
    ('KIM^K','Kimco Realty Corporation','n/a','n/a'),
    ('KIM^L','Kimco Realty Corporation','n/a','n/a'),
    ('KMI','Kinder Morgan Inc.','Public Utilities','Natural Gas Distribution'),
    ('KMI^A','Kinder Morgan Inc.','n/a','n/a'),
    ('KND','Kindred Healthcare Inc.','Health Care','Hospital/Nursing Management'),
    ('KFS','Kingsway Financial Services Inc.','Finance','Property-Casualty Insurers'),
    ('KGC','Kinross Gold Corporation','Basic Industries','Precious Metals'),
    ('KEX','Kirby Corporation','Consumer Services','Marine Transportation'),
    ('KL','Kirkland Lake Gold Ltd.','Basic Industries','Precious Metals'),
    ('KRG','Kite Realty Group Trust','Consumer Services','Real Estate Investment Trusts'),
    ('KKR','KKR & Co. L.P.','Finance','Investment Managers'),
    ('KKR^A','KKR & Co. L.P.','n/a','n/a'),
    ('KKR^B','KKR & Co. L.P.','n/a','n/a'),
    ('KFN^','KKR Financial Holdings LLC','n/a','n/a'),
    ('KIO','KKR Income Opportunities Fund','n/a','n/a'),
    ('KIO~','KKR Income Opportunities Fund','n/a','n/a'),
    ('KREF','KKR Real Estate Finance Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('KMG','KMG Chemicals Inc.','Basic Industries','Major Chemicals'),
    ('KNX','Knight Transportation Inc.','Transportation','Trucking Freight/Courier Services'),
    ('KNL','Knoll Inc.','Consumer Durables','Office Equipment/Supplies/Services'),
    ('KNOP','KNOT Offshore Partners LP','Consumer Services','Marine Transportation'),
    ('KN','Knowles Corporation','Consumer Non-Durables','Consumer Electronics/Appliances'),
    ('KSS','Kohl's Corporation','Consumer Services','Department/Specialty Retail Stores'),
    ('PHG','Koninklijke Philips N.V.','Energy','Consumer Electronics/Appliances'),
    ('KOP','Koppers Holdings Inc.','Basic Industries','Forest Products'),
    ('KEP','Korea Electric Power Corporation','Public Utilities','Electric Utilities: Central'),
    ('KF','Korea Fund Inc. (The)','n/a','n/a'),
    ('KFY','Korn/Ferry International','Technology','Diversified Commercial Services'),
    ('KOS','Kosmos Energy Ltd.','Energy','Oil & Gas Production'),
    ('KRA','Kraton Corporation','Basic Industries','Major Chemicals'),
    ('KR','Kroger Company (The)','Consumer Services','Food Chains'),
    ('KRO','Kronos Worldwide Inc','Basic Industries','Major Chemicals'),
    ('KT','KT Corporation','Public Utilities','Telecommunications Equipment'),
    ('KYO','Kyocera Corporation','Technology','Semiconductors'),
    ('LB','L Brands Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('SCX','L.S. Starrett Company (The)','Capital Goods','Industrial Machinery/Components'),
    ('LLL','L3 Technologies Inc.','Technology','Radio And Television Broadcasting And Communications Equipment'),
    ('LQ','La Quinta Holdings Inc.','Consumer Services','Hotels/Resorts'),
    ('LH','Laboratory Corporation of America Holdings','Health Care','Medical Specialities'),
    ('LADR','Ladder Capital Corp','Consumer Services','Real Estate Investment Trusts'),
    ('LW','Lamb Weston Holdings Inc.','Consumer Non-Durables','Packaged Foods'),
    ('LCI','Lannett Co Inc','Health Care','Major Pharmaceuticals'),
    ('LPI','Laredo Petroleum Inc.','Energy','Oil & Gas Production'),
    ('LVS','Las Vegas Sands Corp.','Consumer Services','Hotels/Resorts'),
    ('LHO','LaSalle Hotel Properties','Consumer Services','Real Estate Investment Trusts'),
    ('LHO^I','LaSalle Hotel Properties','n/a','n/a'),
    ('LHO^J','LaSalle Hotel Properties','n/a','n/a'),
    ('LTM','LATAM Airlines Group S.A.','Transportation','Air Freight/Delivery Services'),
    ('LDF','Latin American Discovery Fund Inc. (The)','n/a','n/a'),
    ('LGI','Lazard Global Total Return and Income Fund','n/a','n/a'),
    ('LAZ','Lazard Ltd.','Finance','Investment Managers'),
    ('LOR','Lazard World Dividend & Income Fund Inc.','n/a','n/a'),
    ('LZB','La-Z-Boy Incorporated','Consumer Durables','Home Furnishings'),
    ('LCII','LCI Industries ','Capital Goods','Auto Parts:O.E.M.'),
    ('LFGR','Leaf Group Ltd.','Technology','EDP Services'),
    ('LEA','Lear Corporation','Capital Goods','Auto Parts:O.E.M.'),
    ('LEE','Lee Enterprises Incorporated','Consumer Services','Newspapers/Magazines'),
    ('BWG','Legg Mason BW Global Income Opportunities Fund Inc.','n/a','n/a'),
    ('LM','Legg Mason Inc.','Finance','Investment Managers'),
    ('LMHA','Legg Mason Inc.','Finance','Investment Managers'),
    ('LMHB','Legg Mason Inc.','Finance','Investment Managers'),
    ('LEG','Leggett & Platt Incorporated','Consumer Durables','Home Furnishings'),
    ('JBK','Lehman ABS Corporation','Finance','Finance: Consumer Services'),
    ('KTH','Lehman ABS Corporation','Finance','Finance: Consumer Services'),
    ('KTN','Lehman ABS Corporation','Finance','Finance: Consumer Services'),
    ('KTP','Lehman ABS Corporation','Finance','Finance: Consumer Services'),
    ('LDOS','Leidos Holdings Inc.','Technology','EDP Services'),
    ('LEJU','Leju Holdings Limited','Finance','Real Estate'),
    ('LC','LendingClub Corporation','Miscellaneous','Business Services'),
    ('LEN','Lennar Corporation','Basic Industries','Homebuilding'),
    ('LEN.B','Lennar Corporation','Basic Industries','Homebuilding'),
    ('LII','Lennox International Inc.','Capital Goods','Industrial Machinery/Components'),
    ('LUK','Leucadia National Corporation','Consumer Non-Durables','Meat/Poultry/Fish'),
    ('LXP','Lexington Realty Trust','Consumer Services','Real Estate Investment Trusts'),
    ('LXP^C','Lexington Realty Trust','n/a','n/a'),
    ('LPL','LG Display Co. Ltd.','Capital Goods','Industrial Machinery/Components'),
    ('USA','Liberty All-Star Equity Fund','n/a','n/a'),
    ('ASG','Liberty All-Star Growth Fund Inc.','n/a','n/a'),
    ('LPT','Liberty Property Trust','Consumer Services','Real Estate Investment Trusts'),
    ('LSI','Life Storage Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('LITB','LightInTheBox Holding Co. Ltd.','Consumer Services','Catalog/Specialty Distribution'),
    ('LNC','Lincoln National Corporation','Finance','Life Insurance'),
    ('LNC.WS','Lincoln National Corporation','n/a','n/a'),
    ('LNN','Lindsay Corporation','Capital Goods','Industrial Machinery/Components'),
    ('LN','LINE Corporation','Technology','Computer Software: Programming Data Processing'),
    ('LGF.A','Lions Gate Entertainment Corporation','n/a','n/a'),
    ('LGF.B','Lions Gate Entertainment Corporation','n/a','n/a'),
    ('LAD','Lithia Motors Inc.','Consumer Durables','Automotive Aftermarket'),
    ('LYV','Live Nation Entertainment Inc.','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('LYG','Lloyds Banking Group Plc','Finance','Commercial Banks'),
    ('SCD','LMP Capital and Income Fund Inc.','n/a','n/a'),
    ('LMT','Lockheed Martin Corporation','Capital Goods','Military/Government/Technical'),
    ('L','Loews Corporation','Finance','Property-Casualty Insurers'),
    ('LOMA','Loma Negra Compania Industrial Argentina Sociedad ','Capital Goods','Building Materials'),
    ('LPX','Louisiana-Pacific Corporation','Basic Industries','Forest Products'),
    ('LOW','Lowe's Companies Inc.','Consumer Services','RETAIL: Building Materials'),
    ('LXU','Lsb Industries Inc.','Basic Industries','Major Chemicals'),
    ('LKSD','LSC Communications Inc.','Miscellaneous','Publishing'),
    ('LTC','LTC Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('LUB','Luby's Inc.','Consumer Services','Restaurants'),
    ('LL','Lumber Liquidators Holdings Inc','Consumer Services','RETAIL: Building Materials'),
    ('LXFR','Luxfer Holdings PLC','Basic Industries','Major Chemicals'),
    ('LXFT','Luxoft Holding Inc.','Technology','EDP Services'),
    ('LDL','Lydall Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('WLH','Lyon William Homes','Capital Goods','Homebuilding'),
    ('LYB','LyondellBasell Industries NV','Basic Industries','Major Chemicals'),
    ('MTB','M&T Bank Corporation','Finance','Major Banks'),
    ('MTB.WS','M&T Bank Corporation','n/a','n/a'),
    ('MTB^','M&T Bank Corporation','n/a','n/a'),
    ('MTB^C','M&T Bank Corporation','n/a','n/a'),
    ('MDC','M.D.C. Holdings Inc.','Capital Goods','Homebuilding'),
    ('MHO','M/I Homes Inc.','Capital Goods','Homebuilding'),
    ('MAC','Macerich Company (The)','Consumer Services','Real Estate Investment Trusts'),
    ('CLI','Mack-Cali Realty Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('MGU','Macquarie Global Infrastructure Total Return Fund Inc.','n/a','n/a'),
    ('MIC','Macquarie Infrastructure Corporation ','Energy','Oil Refining/Marketing'),
    ('MFD','Macquarie/First Trust Global','n/a','n/a'),
    ('BMA','Macro Bank Inc.','Finance','Commercial Banks'),
    ('M','Macy's Inc','Consumer Services','Department/Specialty Retail Stores'),
    ('MCN','Madison Covered Call & Equity Strategy Fund','n/a','n/a'),
    ('MSP','Madison Strategic Sector Premium Fund','n/a','n/a'),
    ('MMP','Magellan Midstream Partners L.P.','Energy','Natural Gas Distribution'),
    ('MGA','Magna International Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('MX','MagnaChip Semiconductor Corporation','Technology','Semiconductors'),
    ('MH^A','Maiden Holdings Ltd.','n/a','n/a'),
    ('MH^C','Maiden Holdings Ltd.','n/a','n/a'),
    ('MH^D','Maiden Holdings Ltd.','n/a','n/a'),
    ('MHLA','Maiden Holdings Ltd.','Finance','Property-Casualty Insurers'),
    ('MHNC','Maiden Holdings Ltd.','Finance','Property-Casualty Insurers'),
    ('MAIN','Main Street Capital Corporation','n/a','n/a'),
    ('MSCA','Main Street Capital Corporation','n/a','n/a'),
    ('MMD','MainStay DefinedTerm Municipal Opportunities Fund','n/a','n/a'),
    ('MNK','Mallinckrodt plc','Health Care','Major Pharmaceuticals'),
    ('MZF','Managed Duration Investment Grade Municipal Fund','n/a','n/a'),
    ('MANU','Manchester United Ltd.','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('MTW','Manitowoc Company Inc. (The)','Capital Goods','Construction/Ag Equipment/Trucks'),
    ('MN','Manning & Napier Inc.','Finance','Investment Managers'),
    ('MAN','ManpowerGroup','Technology','Professional Services'),
    ('MFC','Manulife Financial Corp','Finance','Life Insurance'),
    ('MRO','Marathon Oil Corporation','Energy','Oil & Gas Production'),
    ('MPC','Marathon Petroleum Corporation','Energy','Integrated oil Companies'),
    ('MMI','Marcus & Millichap Inc.','Finance','Real Estate'),
    ('MCS','Marcus Corporation (The)','Consumer Services','Movies/Entertainment'),
    ('MRIN','Marin Software Incorporated','Technology','EDP Services'),
    ('MPX','Marine Products Corporation','Capital Goods','Marine Transportation'),
    ('HZO','MarineMax Inc.','Consumer Services','Other Specialty Stores'),
    ('MKL','Markel Corporation','Finance','Property-Casualty Insurers'),
    ('VAC','Marriot Vacations Worldwide Corporation','Finance','Real Estate'),
    ('MMC','Marsh & McLennan Companies Inc.','Finance','Specialty Insurers'),
    ('MLM','Martin Marietta Materials Inc.','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('MAS','Masco Corporation','Basic Industries','Forest Products'),
    ('DOOR','Masonite International Corporation','Basic Industries','Forest Products'),
    ('MTZ','MasTec Inc.','Basic Industries','Water Supply'),
    ('MA','Mastercard Incorporated','Miscellaneous','Business Services'),
    ('MTDR','Matador Resources Company','Energy','Oil & Gas Production'),
    ('MTRN','Materion Corporation','Capital Goods','Industrial Specialties'),
    ('MATX','Matson Inc.','Consumer Services','Marine Transportation'),
    ('MLP','Maui Land & Pineapple Company Inc.','Finance','Real Estate'),
    ('MAXR','Maxar Technologies Ltd.','Technology','Radio And Television Broadcasting And Communications Equipment'),
    ('MMS','Maximus Inc.','Miscellaneous','Business Services'),
    ('MXL','MaxLinear Inc','Technology','Semiconductors'),
    ('MBI','MBIA Inc.','Finance','Property-Casualty Insurers'),
    ('MKC','McCormick & Company Incorporated','Consumer Non-Durables','Packaged Foods'),
    ('MKC.V','McCormick & Company Incorporated','Consumer Non-Durables','Packaged Foods'),
    ('MDR','McDermott International Inc.','Capital Goods','Metal Fabrications'),
    ('MCD','McDonald's Corporation','Consumer Services','Restaurants'),
    ('MUX','McEwen Mining Inc.','Basic Industries','Precious Metals'),
    ('MCK','McKesson Corporation','Health Care','Other Pharmaceuticals'),
    ('MDU','MDU Resources Group Inc.','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('MTL','Mechel PAO','Basic Industries','Steel/Iron Ore'),
    ('MTL^','Mechel PAO','n/a','n/a'),
    ('MRT','MedEquities Realty Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('MPW','Medical Properties Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('MED','MEDIFAST INC','Consumer Non-Durables','Packaged Foods'),
    ('MCC','Medley Capital Corporation','n/a','n/a'),
    ('MCV','Medley Capital Corporation','n/a','n/a'),
    ('MCX','Medley Capital Corporation','n/a','n/a'),
    ('MDLQ','Medley LLC','Finance','Investment Managers'),
    ('MDLX','Medley LLC','Finance','Investment Managers'),
    ('MDLY','Medley Management Inc.','Finance','Investment Managers'),
    ('MD','Mednax Inc','Health Care','Hospital/Nursing Management'),
    ('MDT','Medtronic plc','Health Care','Biotechnology: Electromedical & Electrotherapeutic Apparatus'),
    ('MRK','Merck & Company Inc.','Health Care','Major Pharmaceuticals'),
    ('MCY','Mercury General Corporation','Finance','Property-Casualty Insurers'),
    ('MDP','Meredith Corporation','Consumer Services','Newspapers/Magazines'),
    ('MTH','Meritage Corporation','Capital Goods','Homebuilding'),
    ('MTOR','Meritor Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('MER^K','Merrill Lynch & Co. Inc.','n/a','n/a'),
    ('MER^P','Merrill Lynch & Co. Inc.','n/a','n/a'),
    ('PIY','Merrill Lynch Depositor Inc.','Finance','Finance: Consumer Services'),
    ('MTR','Mesa Royalty Trust','Energy','Oil & Gas Production'),
    ('MSB','Mesabi Trust','Basic Industries','Precious Metals'),
    ('MEI','Methode Electronics Inc.','Capital Goods','Electrical Products'),
    ('MET','MetLife Inc.','Finance','Life Insurance'),
    ('MET^A','MetLife Inc.','n/a','n/a'),
    ('MCB','Metropolitan Bank Holding Corp.','n/a','n/a'),
    ('MTD','Mettler-Toledo International Inc.','Capital Goods','Biotechnology: Laboratory Analytical Instruments'),
    ('MXE','Mexico Equity and Income Fund Inc. (The)','n/a','n/a'),
    ('MXF','Mexico Fund Inc. (The)','n/a','n/a'),
    ('MFA','MFA Financial Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('MFA^B','MFA Financial Inc.','n/a','n/a'),
    ('MFO','MFA Financial Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('MFCB','MFC Bancorp Ltd.','Finance','Commercial Banks'),
    ('MCR','MFS Charter Income Trust','n/a','n/a'),
    ('MGF','MFS Government Markets Income Trust','n/a','n/a'),
    ('MIN','MFS Intermediate Income Trust','n/a','n/a'),
    ('MMT','MFS Multimarket Income Trust','n/a','n/a'),
    ('MFM','MFS Municipal Income Trust','n/a','n/a'),
    ('MFV','MFS Special Value Trust','n/a','n/a'),
    ('MTG','MGIC Investment Corporation','Finance','Property-Casualty Insurers'),
    ('MGP','MGM Growth Properties LLC','Consumer Services','Real Estate Investment Trusts'),
    ('MGM','MGM Resorts International','Consumer Services','Hotels/Resorts'),
    ('KORS','Michael Kors Holdings Limited','Consumer Non-Durables','Apparel'),
    ('MFGP','Micro Focus Intl PLC','Technology','Computer Software: Prepackaged Software'),
    ('MAA','Mid-America Apartment Communities Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('MAA^I','Mid-America Apartment Communities Inc.','n/a','n/a'),
    ('MSL','MidSouth Bancorp','Finance','Major Banks'),
    ('MPO','MIDSTATES PETROLEUM COMPANY INC.','Energy','Oil & Gas Production'),
    ('MCRN','Milacron Holdings Corp.','Technology','Industrial Machinery/Components'),
    ('MLR','Miller Industries Inc.','Capital Goods','Construction/Ag Equipment/Trucks'),
    ('HIE','Miller/Howard High Income Equity Fund','n/a','n/a'),
    ('MTX','Minerals Technologies Inc.','Basic Industries','Major Chemicals'),
    ('MP^D','Mississippi Power Company','n/a','n/a'),
    ('MG','Mistras Group Inc','Consumer Services','Military/Government/Technical'),
    ('MTU','Mitsubishi UFJ Financial Group Inc','Finance','Commercial Banks'),
    ('MIXT','MiX Telematics Limited','Technology','Computer Software: Prepackaged Software'),
    ('MFG','Mizuho Financial Group Inc.','Finance','Major Banks'),
    ('MBT','Mobile TeleSystems OJSC','Public Utilities','Telecommunications Equipment'),
    ('MODN','Model N Inc.','Technology','Computer Software: Programming Data Processing'),
    ('MOD','Modine Manufacturing Company','Capital Goods','Auto Parts:O.E.M.'),
    ('MC','Moelis & Company','Finance','Investment Managers'),
    ('MHK','Mohawk Industries Inc.','Consumer Durables','Home Furnishings'),
    ('MOH','Molina Healthcare Inc','Health Care','Medical Specialities'),
    ('TAP','Molson Coors Brewing  Company','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('TAP.A','Molson Coors Brewing  Company','n/a','n/a'),
    ('MNR','Monmouth Real Estate Investment Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('MNR^C','Monmouth Real Estate Investment Corporation','n/a','n/a'),
    ('MON','Monsanto Company','Basic Industries','Agricultural Chemicals'),
    ('MCO','Moody's Corporation','Finance','Finance: Consumer Services'),
    ('MOG.A','Moog Inc.','n/a','n/a'),
    ('MOG.B','Moog Inc.','n/a','n/a'),
    ('MS','Morgan Stanley','Finance','Investment Bankers/Brokers/Service'),
    ('MS^A','Morgan Stanley','n/a','n/a'),
    ('MS^E','Morgan Stanley','n/a','n/a'),
    ('MS^F','Morgan Stanley','n/a','n/a'),
    ('MS^G','Morgan Stanley','n/a','n/a'),
    ('MS^I','Morgan Stanley','n/a','n/a'),
    ('MS^K','Morgan Stanley','n/a','n/a'),
    ('APF','Morgan Stanley Asia-Pacific Fund Inc.','n/a','n/a'),
    ('CAF','Morgan Stanley China A Share Fund Inc.','n/a','n/a'),
    ('MSD','Morgan Stanley Emerging Markets Debt Fund Inc.','n/a','n/a'),
    ('EDD','Morgan Stanley Emerging Markets Domestic Debt Fund Inc.','n/a','n/a'),
    ('MSF','Morgan Stanley Emerging Markets Fund Inc.','n/a','n/a'),
    ('IIF','Morgan Stanley India Investment Fund Inc.','n/a','n/a'),
    ('MOSC.U','Mosaic Acquisition Corp.','n/a','n/a'),
    ('MOS','Mosaic Company (The)','Basic Industries','Agricultural Chemicals'),
    ('MSI','Motorola Solutions Inc.','Technology','Radio And Television Broadcasting And Communications Equipment'),
    ('MOV','Movado Group Inc.','Consumer Non-Durables','Consumer Specialties'),
    ('MPLX','MPLX LP','Energy','Natural Gas Distribution'),
    ('MRC','MRC Global Inc.','Capital Goods','Industrial Machinery/Components'),
    ('ICB','MS Income Securities Inc.','n/a','n/a'),
    ('HJV','MS Structured Asset Corp Saturns GE Cap Corp Series 2002-14','Finance','Finance: Consumer Services'),
    ('MSA','MSA Safety Incorporporated','Health Care','Industrial Specialties'),
    ('MSM','MSC Industrial Direct Company Inc.','Capital Goods','Industrial Machinery/Components'),
    ('MSCI','MSCI Inc','Miscellaneous','Business Services'),
    ('MSGN','MSG Networks Inc.','Consumer Services','Television Services'),
    ('MLI','Mueller Industries Inc.','Capital Goods','Metal Fabrications'),
    ('MWA','MUELLER WATER PRODUCTS','Capital Goods','Metal Fabrications'),
    ('MULE','MuleSoft Inc.','Technology','Computer Software: Prepackaged Software'),
    ('MUR','Murphy Oil Corporation','Energy','Oil & Gas Production'),
    ('MUSA','Murphy USA Inc.','Consumer Durables','Automotive Aftermarket'),
    ('MVO','MV Oil Trust','Energy','Oil & Gas Production'),
    ('MVC','MVC Capital Inc.','n/a','n/a'),
    ('MVCB','MVC Capital Inc.','n/a','n/a'),
    ('MYE','Myers Industries Inc.','Consumer Non-Durables','Plastic Products'),
    ('MYOV','Myovant Sciences Ltd.','Health Care','Major Pharmaceuticals'),
    ('NBR','Nabors Industries Ltd.','Energy','Oil & Gas Production'),
    ('NC','NACCO Industries Inc.','Consumer Durables','Consumer Electronics/Appliances'),
    ('NTP','Nam Tai Property Inc.','Finance','Real Estate'),
    ('NTEST','NASDAQ TEST STOCK','n/a','n/a'),
    ('NTEST.A','NASDAQ TEST STOCK','n/a','n/a'),
    ('NTEST.B','NASDAQ TEST STOCK','n/a','n/a'),
    ('NTEST.C','NASDAQ TEST STOCK','n/a','n/a'),
    ('NBHC','National Bank Holdings Corporation','Finance','Major Banks'),
    ('NFG','National Fuel Gas Company','Public Utilities','Oil/Gas Transmission'),
    ('NGG','National Grid Transco PLC','Public Utilities','Natural Gas Distribution'),
    ('NHI','National Health Investors Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('NOV','National Oilwell Varco Inc.','Energy','Metal Fabrications'),
    ('NPK','National Presto Industries Inc.','Capital Goods','Ordnance And Accessories'),
    ('NNN','National Retail Properties','Consumer Services','Real Estate Investment Trusts'),
    ('NNN^E','National Retail Properties','n/a','n/a'),
    ('NNN^F','National Retail Properties','n/a','n/a'),
    ('SID','National Steel Company','Capital Goods','Steel/Iron Ore'),
    ('NSA','National Storage Affiliates Trust','Consumer Services','Real Estate Investment Trusts'),
    ('NSA^A','National Storage Affiliates Trust','n/a','n/a'),
    ('NSM','Nationstar Mortgage Holdings Inc.','Finance','Finance: Consumer Services'),
    ('NGS','Natural Gas Services Group Inc.','Energy','Oilfield Services/Equipment'),
    ('NGVC','Natural Grocers by Vitamin Cottage Inc.','Consumer Services','Food Chains'),
    ('NRP','Natural Resource Partners LP','Energy','Coal Mining'),
    ('NTZ','Natuzzi S.p.A.','Consumer Durables','Home Furnishings'),
    ('NLS','Nautilus Group Inc. (The)','Consumer Non-Durables','Recreational Products/Toys'),
    ('NCI','Navigant Consulting Inc.','Consumer Services','Professional Services'),
    ('NVGS','Navigator Holdings Ltd.','Transportation','Marine Transportation'),
    ('NNA','Navios Maritime Acquisition Corporation','Transportation','Marine Transportation'),
    ('NM','Navios Maritime Holdings Inc.','Transportation','Marine Transportation'),
    ('NM^G','Navios Maritime Holdings Inc.','n/a','n/a'),
    ('NM^H','Navios Maritime Holdings Inc.','n/a','n/a'),
    ('NAP','Navios Maritime Midstream Partners LP','n/a','n/a'),
    ('NMM','Navios Maritime Partners LP','Transportation','Marine Transportation'),
    ('NAV','Navistar International Corporation','Capital Goods','Auto Manufacturing'),
    ('NAV^D','Navistar International Corporation','Capital Goods','Auto Manufacturing'),
    ('NCS','NCI Building Systems Inc.','Capital Goods','Metal Fabrications'),
    ('NCR','NCR Corporation','Miscellaneous','Office Equipment/Supplies/Services'),
    ('NP','Neenah Paper Inc.','Basic Industries','Paper'),
    ('NNI','Nelnet Inc.','Finance','Finance: Consumer Services'),
    ('NPTN','NeoPhotonics Corporation','Technology','Semiconductors'),
    ('NETS','Netshoes (Cayman) Limited','Consumer Services','Catalog/Specialty Distribution'),
    ('NVRO','Nevro Corp.','Health Care','Medical/Dental Instruments'),
    ('HYB','New America High Income Fund Inc. (The)','n/a','n/a'),
    ('GF','New Germany Fund Inc. (The)','n/a','n/a'),
    ('NWHM','New Home Company Inc. (The)','Capital Goods','Homebuilding'),
    ('IRL','New Ireland Fund Inc. (The)','n/a','n/a'),
    ('IRL~','New Ireland Fund Inc. (The)','n/a','n/a'),
    ('NEWM','New Media Investment Group Inc.','Consumer Services','Newspapers/Magazines'),
    ('NMFC','New Mountain Finance Corporation','n/a','n/a'),
    ('EDU','New Oriental Education & Technology Group Inc.','Consumer Services','Other Consumer Services'),
    ('NEWR','New Relic Inc.','Technology','Computer Software: Prepackaged Software'),
    ('NRZ','New Residential Investment Corp.','Consumer Services','Real Estate Investment Trusts'),
    ('SNR','New Senior Investment Group Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('NWY','New York & Company Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('NYCB','New York Community Bancorp Inc.','Finance','Banks'),
    ('NYCB^A','New York Community Bancorp Inc.','n/a','n/a'),
    ('NYCB^U','New York Community Bancorp Inc.','n/a','n/a'),
    ('NYRT','New York REIT Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('NYT','New York Times Company (The)','Consumer Services','Newspapers/Magazines'),
    ('NWL','Newell Brands Inc.','Consumer Non-Durables','Plastic Products'),
    ('NFX','Newfield Exploration Company','Energy','Oil & Gas Production'),
    ('NJR','NewJersey Resources Corporation','Public Utilities','Oil/Gas Transmission'),
    ('NEU','NewMarket Corporation','Basic Industries','Major Chemicals'),
    ('NEM','Newmont Mining Corporation','Basic Industries','Precious Metals'),
    ('NR','Newpark Resources Inc.','Energy','Metal Fabrications'),
    ('NEXA','Nexa Resources S.A.','Basic Industries','Precious Metals'),
    ('NHF','NexPoint credit Strategies Fund','n/a','n/a'),
    ('NXRT','NexPoint Residential Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('NEP','NextEra Energy Partners LP','Public Utilities','Electric Utilities: Central'),
    ('NEE','NextEra Energy Inc.','Public Utilities','Electric Utilities: Central'),
    ('NEE^I','NextEra Energy Inc.','n/a','n/a'),
    ('NEE^J','NextEra Energy Inc.','n/a','n/a'),
    ('NEE^K','NextEra Energy Inc.','n/a','n/a'),
    ('NEE^Q','NextEra Energy Inc.','n/a','n/a'),
    ('NEE^R','NextEra Energy Inc.','n/a','n/a'),
    ('NGL','NGL ENERGY PARTNERS LP','Energy','Oil Refining/Marketing'),
    ('NGL^B','NGL ENERGY PARTNERS LP','n/a','n/a'),
    ('NMK^B','Niagara Mohawk Holdings Inc.','Public Utilities','Power Generation'),
    ('NMK^C','Niagara Mohawk Holdings Inc.','Public Utilities','Power Generation'),
    ('NLSN','Nielsen N.V.','Miscellaneous','Business Services'),
    ('NKE','Nike Inc.','Consumer Non-Durables','Shoe Manufacturing'),
    ('NI','NiSource Inc','Public Utilities','Power Generation'),
    ('NL','NL Industries Inc.','Basic Industries','Major Chemicals'),
    ('NOAH','Noah Holdings Ltd.','Finance','Investment Managers'),
    ('NE','Noble Corporation','Energy','Oil & Gas Production'),
    ('NBL','Noble Energy Inc.','Energy','Oil & Gas Production'),
    ('NBLX','Noble Midstream Partners LP','Energy','Natural Gas Distribution'),
    ('NOK','Nokia Corporation','Technology','Radio And Television Broadcasting And Communications Equipment'),
    ('NOMD','Nomad Foods Limited','Consumer Non-Durables','Packaged Foods'),
    ('NMR','Nomura Holdings Inc ADR','Finance','Investment Bankers/Brokers/Service'),
    ('OSB','Norbord Inc.','Basic Industries','Forest Products'),
    ('NAO','Nordic American Offshore Ltd','Transportation','Marine Transportation'),
    ('NAT','Nordic American Tankers Limited','Consumer Services','Marine Transportation'),
    ('JWN','Nordstrom Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('NSC','Norfolk Souther Corporation','Transportation','Railroads'),
    ('NTL','Nortel Inversora SA','Public Utilities','Telecommunications Equipment'),
    ('NOA','North American Energy Partners Inc.','Energy','Oilfield Services/Equipment'),
    ('NRT','North European Oil Royality Trust','Energy','Oil & Gas Production'),
    ('NOC','Northrop Grumman Corporation','Capital Goods','Industrial Machinery/Components'),
    ('NRE','NorthStar Realty Europe Corp.','Consumer Services','Real Estate Investment Trusts'),
    ('NWN','Northwest Natural Gas Company','Public Utilities','Oil/Gas Transmission'),
    ('NWE','NorthWestern Corporation','Public Utilities','Power Generation'),
    ('NVS','Novartis AG','Health Care','Major Pharmaceuticals'),
    ('NVO','Novo Nordisk A/S','Health Care','Major Pharmaceuticals'),
    ('DNOW','NOW Inc.','Energy','Metal Fabrications'),
    ('NQ','NQ Mobile Inc.','Technology','Computer Software: Prepackaged Software'),
    ('NRG','NRG Energy Inc.','Public Utilities','Electric Utilities: Central'),
    ('NYLD','NRG Yield Inc.','Public Utilities','Electric Utilities: Central'),
    ('NYLD.A','NRG Yield Inc.','n/a','n/a'),
    ('DCM','NTT DOCOMO Inc','Technology','Radio And Television Broadcasting And Communications Equipment'),
    ('NUS','Nu Skin Enterprises Inc.','Health Care','Other Pharmaceuticals'),
    ('NUE','Nucor Corporation','Basic Industries','Steel/Iron Ore'),
    ('NS','Nustar Energy L.P.','Energy','Natural Gas Distribution'),
    ('NS^A','Nustar Energy L.P.','n/a','n/a'),
    ('NS^B','Nustar Energy L.P.','n/a','n/a'),
    ('NSH','Nustar GP Holdings LLC','Energy','Natural Gas Distribution'),
    ('NSS','NuStar Logistics L.P.','Energy','Natural Gas Distribution'),
    ('JMLP','Nuveen All Cap Energy MLP Opportunities Fund','n/a','n/a'),
    ('NVG','Nuveen AMT-Free Municipal Credit Income Fund','n/a','n/a'),
    ('NUV','Nuveen AMT-Free Municipal Value Fund','n/a','n/a'),
    ('NUW','Nuveen AMT-Free Municipal Value Fund','n/a','n/a'),
    ('NEA','Nuveen AMT-Free Quality Municipal Income Fund','n/a','n/a'),
    ('NAZ','Nuveen Arizona Quality Municipal Income Fund','n/a','n/a'),
    ('NBB','Nuveen Build America Bond Fund','n/a','n/a'),
    ('NBD','Nuveen Build America Bond Opportunity Fund','n/a','n/a'),
    ('NKX','Nuveen California AMT-Free Quality Municipal Income Fund','n/a','n/a'),
    ('NCB','Nuveen California Municipal Value Fund 2','n/a','n/a'),
    ('NCA','Nuveen California Municipal Value Fund Inc.','n/a','n/a'),
    ('NAC','Nuveen California Quality Municipal Income Fund','n/a','n/a'),
    ('NTC','Nuveen Connecticut Quality Municipal Income Fund','n/a','n/a'),
    ('JCE','Nuveen Core Equity Alpha Fund','n/a','n/a'),
    ('JCO','Nuveen Credit Opportunities 2022 Target Term Fund','n/a','n/a'),
    ('JQC','Nuveen Credit Strategies Income Fund','n/a','n/a'),
    ('JDD','Nuveen Diversified Dividend and Income Fund','n/a','n/a'),
    ('DIAX','Nuveen Dow 30SM Dynamic Overwrite Fund','n/a','n/a'),
    ('JEMD','Nuveen Emerging Markets Debt 2022 Target Term Fund','n/a','n/a'),
    ('JMF','Nuveen Energy MLP Total Return Fund','n/a','n/a'),
    ('NEV','Nuveen Enhanced Municipal Value Fund','n/a','n/a'),
    ('JFR','Nuveen Floating Rate Income Fund','n/a','n/a'),
    ('JRO','Nuveen Floating Rate Income Opportuntiy Fund','n/a','n/a'),
    ('NKG','Nuveen Georgia Quality Municipal Income Fund ','n/a','n/a'),
    ('JGH','Nuveen Global High Income Fund','n/a','n/a'),
    ('JHA','Nuveen High Income 2020 Target Term Fund','n/a','n/a'),
    ('JHY','Nuveen High Income 2020 Target Term Fund','n/a','n/a'),
    ('JHD','Nuveen High Income December 2019 Target Term Fund','n/a','n/a'),
    ('JHB','Nuveen High Income November 2021 Target Term Fund','n/a','n/a'),
    ('NXC','Nuveen Insured California Select Tax-Free Income Portfolio','n/a','n/a'),
    ('NXN','Nuveen Insured New York Select Tax-Free Income Portfolio','n/a','n/a'),
    ('NID','Nuveen Intermediate Duration Municipal Term Fund','n/a','n/a'),
    ('NMY','Nuveen Maryland Quality Municipal Income Fund','n/a','n/a'),
    ('NMT','Nuveen Massachusetts Municipal Income Fund','n/a','n/a'),
    ('NUM','Nuveen Michigan Quality Municipal Income Fund','n/a','n/a'),
    ('NMS','Nuveen Minnesota Quality Municipal Income Fund','n/a','n/a'),
    ('NOM','Nuveen Missouri Quality Municipal Income Fund','n/a','n/a'),
    ('JLS','Nuveen Mortgage Opportunity Term Fund','n/a','n/a'),
    ('JMM','Nuveen Multi-Market Income Fund','n/a','n/a'),
    ('NHA','Nuveen Municipal 2021 Target Term Fund','n/a','n/a'),
    ('NZF','Nuveen Municipal Credit Income Fund','n/a','n/a'),
    ('NMZ','Nuveen Municipal High Income Opportunity Fund','n/a','n/a'),
    ('NMI','Nuveen Municipal Income Fund Inc.','n/a','n/a'),
    ('NJV','Nuveen New Jersey Municipal Value Fund','n/a','n/a'),
    ('NXJ','Nuveen New Jersey Quality Municipal Income Fund','n/a','n/a'),
    ('NRK','Nuveen New York AMT-Free Quality Municipal','n/a','n/a'),
    ('NYV','Nuveen New York Municipal Value Fund 2','n/a','n/a'),
    ('NNY','Nuveen New York Municipal Value Fund Inc.','n/a','n/a'),
    ('NAN','Nuveen New York Quality Municipal Income Fund','n/a','n/a'),
    ('NNC','Nuveen North Carolina Quality Municipal Income Fd','n/a','n/a'),
    ('NUO','Nuveen Ohio Quality Municipal Income Fund','n/a','n/a'),
    ('NPN','Nuveen Pennsylvania Municipal Value Fund','n/a','n/a'),
    ('NQP','Nuveen Pennsylvania Quality Municipal Income Fund','n/a','n/a'),
    ('JPC','Nuveen Preferred & Income Opportunities Fund','n/a','n/a'),
    ('JPS','Nuveen Preferred & Income Securities Fund','n/a','n/a'),
    ('JPT','Nuveen Preferred and Income 2022 Term Fund','n/a','n/a'),
    ('JPI','Nuveen Preferred and Income Term Fund','n/a','n/a'),
    ('NAD','Nuveen Quality Municipal Income Fund','n/a','n/a'),
    ('JRI','Nuveen Real Asset Income and Growth Fund','n/a','n/a'),
    ('JRS','Nuveen Real Estate Fund','n/a','n/a'),
    ('BXMX','Nuveen S&P 500 Buy-Write Income Fund','n/a','n/a'),
    ('SPXX','Nuveen S&P 500 Dynamic Overwrite Fund','n/a','n/a'),
    ('NIM','Nuveen Select Maturities Municipal Fund','n/a','n/a'),
    ('NXP','Nuveen Select Tax Free Income Portfolio','n/a','n/a'),
    ('NXQ','Nuveen Select Tax Free Income Portfolio II','n/a','n/a'),
    ('NXR','Nuveen Select Tax Free Income Portfolio III','n/a','n/a'),
    ('NSL','Nuveen Senior Income Fund','n/a','n/a'),
    ('JSD','Nuveen Short Duration Credit Opportunities Fund','n/a','n/a'),
    ('JTD','Nuveen Tax-Advantaged Dividend Growth Fund','n/a','n/a'),
    ('JTA','Nuveen Tax-Advantaged Total Return Strategy Fund','n/a','n/a'),
    ('NTX','Nuveen Texas Quality Municipal Income Fund','n/a','n/a'),
    ('NPV','Nuveen Virginia Quality Municipal Income Fund','n/a','n/a'),
    ('NIQ','Nuveenn Intermediate Duration Quality Municipal Term Fund','n/a','n/a'),
    ('JMT','Nuven Mortgage Opportunity Term Fund 2','n/a','n/a'),
    ('NVR','NVR Inc.','Capital Goods','Homebuilding'),
    ('OAK','Oaktree Capital Group LLC','Finance','Investment Managers'),
    ('OSLE','Oaktree Specialty Lending Corporation','n/a','n/a'),
    ('OMP','Oasis Midstream Partners LP','Energy','Oil & Gas Production'),
    ('OAS','Oasis Petroleum Inc.','Energy','Oil & Gas Production'),
    ('OBE','Obsidian Energy Ltd.','Energy','Oil & Gas Production'),
    ('OXY','Occidental Petroleum Corporation','Energy','Oil & Gas Production'),
    ('OII','Oceaneering International Inc.','Energy','Oilfield Services/Equipment'),
    ('OZM','Och-Ziff Capital Management Group LLC','Finance','Investment Managers'),
    ('OCIP','OCI Partners LP','Basic Industries','Major Chemicals'),
    ('OCN','Ocwen Financial Corporation','Finance','Finance: Consumer Services'),
    ('OFG','OFG Bancorp','Finance','Major Banks'),
    ('OFG^A','OFG Bancorp','Finance','Major Banks'),
    ('OFG^B','OFG Bancorp','n/a','n/a'),
    ('OFG^D','OFG Bancorp','n/a','n/a'),
    ('OGE','OGE Energy Corporation','Public Utilities','Electric Utilities: Central'),
    ('OIBR.C','Oi S.A.','n/a','n/a'),
    ('OIS','Oil States International Inc.','Energy','Metal Fabrications'),
    ('ODC','Oil-Dri Corporation Of America','Consumer Durables','Miscellaneous manufacturing industries'),
    ('ORI','Old Republic International Corporation','Finance','Property-Casualty Insurers'),
    ('OLN','Olin Corporation','Basic Industries','Major Chemicals'),
    ('OMAA','OM Asset Management plc','Finance','Investment Managers'),
    ('OMAM','OM Asset Management plc','Finance','Investment Managers'),
    ('OHI','Omega Healthcare Investors Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('OME','Omega Protein Corporation','Consumer Non-Durables','Packaged Foods'),
    ('OMC','Omnicom Group Inc.','Technology','Advertising'),
    ('OMN','OMNOVA Solutions Inc.','Basic Industries','Specialty Chemicals'),
    ('ASGN','On Assignment Inc.','Technology','Professional Services'),
    ('ONDK','On Deck Capital Inc.','Finance','Finance: Consumer Services'),
    ('OGS','ONE Gas Inc.','Public Utilities','Oil/Gas Transmission'),
    ('OLP','One Liberty Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('OMF','OneMain Holdings Inc.','Finance','Finance: Consumer Services'),
    ('OKE','ONEOK Inc.','Public Utilities','Oil & Gas Production'),
    ('OOMA','Ooma Inc.','Technology','EDP Services'),
    ('OPY','Oppenheimer Holdings Inc.','Finance','Investment Bankers/Brokers/Service'),
    ('ORCL','Oracle Corporation','Technology','Computer Software: Prepackaged Software'),
    ('ORAN','Orange','Public Utilities','Telecommunications Equipment'),
    ('OA','Orbital ATK Inc.','Capital Goods','Military/Government/Technical'),
    ('ORC','Orchid Island Capital Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('OEC','Orion Engineered Carbons S.A','Basic Industries','Major Chemicals'),
    ('ORN','Orion Group Holdings Inc.','Basic Industries','Military/Government/Technical'),
    ('IX','Orix Corp Ads','Finance','Diversified Financial Services'),
    ('ORA','Ormat Technologies Inc.','Public Utilities','Electric Utilities: Central'),
    ('OSK','Oshkosh Corporation','Capital Goods','Auto Manufacturing'),
    ('OR','Osisko Gold Royalties Ltd','Basic Industries','Precious Metals'),
    ('OUT','OUTFRONT Media Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('OSG','Overseas Shipholding Group Inc.','Transportation','Marine Transportation'),
    ('OMI','Owens & Minor Inc.','Health Care','Medical Specialities'),
    ('OC','Owens Corning Inc','Capital Goods','Industrial Machinery/Components'),
    ('OI','Owens-Illinois Inc.','Consumer Durables','Containers/Packaging'),
    ('OXM','Oxford Industries Inc.','Consumer Non-Durables','Apparel'),
    ('PAI','Pacific American Income Shares Inc.','n/a','n/a'),
    ('ROYT','Pacific Coast Oil Trust','Energy','Oil & Gas Production'),
    ('PCG','Pacific Gas & Electric Co.','Public Utilities','Power Generation'),
    ('PKG','Packaging Corporation of America','Consumer Durables','Containers/Packaging'),
    ('PANW','Palo Alto Networks Inc.','Technology','Computer peripheral equipment'),
    ('PAM','Pampa Energia S.A.','Public Utilities','Electric Utilities: Central'),
    ('P','Pandora Media Inc.','Consumer Services','Broadcasting'),
    ('PHX','Panhandle Royalty Company','Energy','Oil & Gas Production'),
    ('PAR','PAR Technology Corporation','Miscellaneous','Office Equipment/Supplies/Services'),
    ('PGRE','Paramount Group Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('PKE','Park Electrochemical Corporation','Technology','Electrical Products'),
    ('PK','Park Hotels & Resorts Inc.','Consumer Services','Hotels/Resorts'),
    ('PKD','Parker Drilling Company','Energy','Oil & Gas Production'),
    ('PH','Parker-Hannifin Corporation','Capital Goods','Metal Fabrications'),
    ('PE','Parsley Energy Inc.','Energy','Oil & Gas Production'),
    ('PRE^F','PartnerRe Ltd.','n/a','n/a'),
    ('PRE^G','PartnerRe Ltd.','n/a','n/a'),
    ('PRE^H','PartnerRe Ltd.','n/a','n/a'),
    ('PRE^I','PartnerRe Ltd.','n/a','n/a'),
    ('PRTY','Party City Holdco Inc.','Consumer Services','Other Specialty Stores'),
    ('PN','Patriot National Inc.','Finance','Specialty Insurers'),
    ('PAYC','Paycom Software Inc.','Technology','Computer Software: Prepackaged Software'),
    ('PBF','PBF Energy Inc.','Energy','Integrated oil Companies'),
    ('PBFX','PBF Logistics LP','Energy','Natural Gas Distribution'),
    ('BTU','Peabody Energy Corporation','Energy','Coal Mining'),
    ('PSO','Pearson Plc','Consumer Services','Books'),
    ('PEB','Pebblebrook Hotel Trust','Consumer Services','Real Estate Investment Trusts'),
    ('PEB^C','Pebblebrook Hotel Trust','n/a','n/a'),
    ('PEB^D','Pebblebrook Hotel Trust','n/a','n/a'),
    ('PBA','Pembina Pipeline Corp.','Energy','Oil & Gas Production'),
    ('PGH','Pengrowth Energy Corporation','Energy','Oil & Gas Production'),
    ('PEI','Pennsylvania Real Estate Investment Trust','Consumer Services','Real Estate Investment Trusts'),
    ('PEI^B','Pennsylvania Real Estate Investment Trust','n/a','n/a'),
    ('PEI^C','Pennsylvania Real Estate Investment Trust','n/a','n/a'),
    ('PEI^D','Pennsylvania Real Estate Investment Trust','n/a','n/a'),
    ('PFSI','PennyMac Financial Services Inc.','Finance','Finance: Consumer Services'),
    ('PMT','PennyMac Mortgage Investment Trust','Consumer Services','Real Estate Investment Trusts'),
    ('PMT^A','PennyMac Mortgage Investment Trust','n/a','n/a'),
    ('PMT^B','PennyMac Mortgage Investment Trust','n/a','n/a'),
    ('PAG','Penske Automotive Group Inc.','Consumer Durables','Automotive Aftermarket'),
    ('PNR','Pentair plc.','Technology','Industrial Machinery/Components'),
    ('PEN','Penumbra Inc.','Health Care','Medical/Dental Instruments'),
    ('PEP','Pepsico Inc.','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('PFGC','Performance Food Group Company','Consumer Non-Durables','Food Distributors'),
    ('PKI','PerkinElmer Inc.','Capital Goods','Biotechnology: Laboratory Analytical Instruments'),
    ('PBT','Permian Basin Royalty Trust','Energy','Oil & Gas Production'),
    ('PRGO','Perrigo Company','Health Care','Major Pharmaceuticals'),
    ('PZE','Petrobras Argentina S.A.','Energy','Oil & Gas Production'),
    ('PTR','PetroChina Company Limited','Energy','Oil & Gas Production'),
    ('PBR','Petroleo Brasileiro S.A.- Petrobras','Energy','Oil & Gas Production'),
    ('PBR.A','Petroleo Brasileiro S.A.- Petrobras','n/a','n/a'),
    ('PQ','PetroQuest Energy Inc.','Energy','Oil & Gas Production'),
    ('PFE','Pfizer Inc.','Health Care','Major Pharmaceuticals'),
    ('PGTI','PGT Innovations Inc.','Capital Goods','Building Products'),
    ('PMC','Pharmerica Corporation','Health Care','Medical/Nursing Services'),
    ('PHH','PHH Corp','Finance','Diversified Financial Services'),
    ('PM','Philip Morris International Inc','Consumer Non-Durables','Farming/Seeds/Milling'),
    ('PSX','Phillips 66','Energy','Integrated oil Companies'),
    ('PSXP','Phillips 66 Partners LP','Energy','Natural Gas Distribution'),
    ('FENG','Phoenix New Media Limited','Consumer Services','Broadcasting'),
    ('DOC','Physicians Realty Trust','Consumer Services','Real Estate Investment Trusts'),
    ('PDM','Piedmont Office Realty Trust Inc.','Consumer Services','Building operators'),
    ('PIR','Pier 1 Imports Inc.','Consumer Services','Home Furnishings'),
    ('PCQ','PIMCO California Municipal Income Fund','n/a','n/a'),
    ('PCK','Pimco California Municipal Income Fund II','n/a','n/a'),
    ('PZC','PIMCO California Municipal Income Fund III','n/a','n/a'),
    ('PCM','PIMCO Commercial Mortgage Securities Trust Inc.','n/a','n/a'),
    ('PTY','Pimco Corporate & Income Opportunity Fund','n/a','n/a'),
    ('PCN','Pimco Corporate & Income Stategy Fund','n/a','n/a'),
    ('PCI','PIMCO Dynamic Credit and Mortgage Income Fund','n/a','n/a'),
    ('PDI','PIMCO Dynamic Income Fund','n/a','n/a'),
    ('PGP','Pimco Global Stocksplus & Income Fund','n/a','n/a'),
    ('PHK','Pimco High Income Fund','n/a','n/a'),
    ('PKO','Pimco Income Opportunity Fund','n/a','n/a'),
    ('PFL','PIMCO Income Strategy Fund','n/a','n/a'),
    ('PFN','PIMCO Income Strategy Fund II','n/a','n/a'),
    ('PMF','PIMCO Municipal Income Fund','n/a','n/a'),
    ('PML','Pimco Municipal Income Fund II','n/a','n/a'),
    ('PMX','PIMCO Municipal Income Fund III','n/a','n/a'),
    ('PNF','PIMCO New York Municipal Income Fund','n/a','n/a'),
    ('PNI','Pimco New York Municipal Income Fund II','n/a','n/a'),
    ('PYN','PIMCO New York Municipal Income Fund III','n/a','n/a'),
    ('RCS','PIMCO Strategic Income Fund Inc.','n/a','n/a'),
    ('PF','Pinnacle Foods Inc.','Consumer Non-Durables','Packaged Foods'),
    ('PNW','Pinnacle West Capital Corporation','Public Utilities','Electric Utilities: Central'),
    ('PES','Pioneer Energy Services Corp.','Energy','Oil & Gas Production'),
    ('PHD','Pioneer Floating Rate Trust','n/a','n/a'),
    ('PHT','Pioneer High Income Trust','n/a','n/a'),
    ('MAV','Pioneer Municipal High Income Advantage Trust','n/a','n/a'),
    ('MHI','Pioneer Municipal High Income Trust','n/a','n/a'),
    ('PXD','Pioneer Natural Resources Company','Energy','Oil & Gas Production'),
    ('PJC','Piper Jaffray Companies','Finance','Investment Bankers/Brokers/Service'),
    ('PBI','Pitney Bowes Inc.','Miscellaneous','Office Equipment/Supplies/Services'),
    ('PBI^B','Pitney Bowes Inc.','n/a','n/a'),
    ('PJT','PJT Partners Inc.','Finance','Investment Managers'),
    ('PAA','Plains All American Pipeline L.P.','Energy','Natural Gas Distribution'),
    ('PAGP','Plains Group Holdings L.P.','Energy','Natural Gas Distribution'),
    ('PLNT','Planet Fitness Inc.','Consumer Services','Hotels/Resorts'),
    ('PLT','Plantronics Inc.','Public Utilities','Telecommunications Equipment'),
    ('PAH','Platform Specialty Products Corporation','Basic Industries','Major Chemicals'),
    ('PHI','PLDT Inc.','Public Utilities','Telecommunications Equipment'),
    ('PGEM','Ply Gem Holdings Inc.','Basic Industries','Forest Products'),
    ('PNC','PNC Financial Services Group Inc. (The)','Finance','Major Banks'),
    ('PNC.WS','PNC Financial Services Group Inc. (The)','n/a','n/a'),
    ('PNC^P','PNC Financial Services Group Inc. (The)','n/a','n/a'),
    ('PNC^Q','PNC Financial Services Group Inc. (The)','n/a','n/a'),
    ('PNM','PNM Resources Inc. (Holding Co.)','Public Utilities','Electric Utilities: Central'),
    ('PII','Polaris Industries Inc.','Capital Goods','Industrial Specialties'),
    ('POL','PolyOne Corporation','Basic Industries','Major Chemicals'),
    ('POR','Portland General Electric Company','Public Utilities','Electric Utilities: Central'),
    ('PKX','POSCO','Basic Industries','Steel/Iron Ore'),
    ('POST','Post Holdings Inc.','Consumer Non-Durables','Packaged Foods'),
    ('POT','Potash Corporation of Saskatchewan Inc.','Basic Industries','Agricultural Chemicals'),
    ('PPG','PPG Industries Inc.','Basic Industries','Paints/Coatings'),
    ('PPX','PPL Capital Funding Inc.','Public Utilities','Electric Utilities: Central'),
    ('PPL','PPL Corporation','Public Utilities','Electric Utilities: Central'),
    ('PYS','PPlus Trust','Finance','Finance: Consumer Services'),
    ('PYT','PPlus Trust','Finance','Finance: Consumer Services'),
    ('PQG','PQ Group Holdings Inc.','Basic Industries','Major Chemicals'),
    ('PX','Praxair Inc.','Basic Industries','Major Chemicals'),
    ('PDS','Precision Drilling Corporation','Energy','Oil & Gas Production'),
    ('APTS','Preferred Apartment Communities Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('PBH','Prestige Brand Holdings Inc.','Health Care','Major Pharmaceuticals'),
    ('PVG','Pretium Resources Inc.','Basic Industries','Precious Metals'),
    ('PRI','Primerica Inc.','Finance','Life Insurance'),
    ('PFG','Principal Financial Group Inc','Finance','Accident &Health Insurance'),
    ('PGZ','Principal Real Estate Income Fund','n/a','n/a'),
    ('PRA','ProAssurance Corporation','Finance','Property-Casualty Insurers'),
    ('PG','Procter & Gamble Company (The)','Basic Industries','Package Goods/Cosmetics'),
    ('PGR','Progressive Corporation (The)','Finance','Property-Casualty Insurers'),
    ('PLD','Prologis Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('PUMP','ProPetro Holding Corp.','Energy','Oilfield Services/Equipment'),
    ('PRO','PROS Holdings Inc.','Technology','EDP Services'),
    ('PBB','Prospect Capital Corporation','n/a','n/a'),
    ('PB','Prosperity Bancshares Inc.','Finance','Major Banks'),
    ('PRLB','Proto Labs Inc.','Capital Goods','Metal Fabrications'),
    ('PFS','Provident Financial Services Inc','Finance','Savings Institutions'),
    ('PFK','Prudential Financial Inc.','Finance','Life Insurance'),
    ('PJH','Prudential Financial Inc.','Finance','Life Insurance'),
    ('PRH','Prudential Financial Inc.','Finance','Life Insurance'),
    ('PRU','Prudential Financial Inc.','Finance','Life Insurance'),
    ('GHY','Prudential Global Short Duration High Yield Fund Inc.','n/a','n/a'),
    ('PUK','Prudential Public Limited Company','Finance','Life Insurance'),
    ('PUK^','Prudential Public Limited Company','n/a','n/a'),
    ('PUK^A','Prudential Public Limited Company','n/a','n/a'),
    ('ISD','Prudential Short Duration High Yield Fund Inc.','n/a','n/a'),
    ('PSB','PS Business Parks Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('PSB^T','PS Business Parks Inc.','n/a','n/a'),
    ('PSB^U','PS Business Parks Inc.','n/a','n/a'),
    ('PSB^V','PS Business Parks Inc.','n/a','n/a'),
    ('PSB^W','PS Business Parks Inc.','n/a','n/a'),
    ('PSB^X','PS Business Parks Inc.','n/a','n/a'),
    ('TLK','PT Telekomunikasi Indonesia Tbk','Public Utilities','Telecommunications Equipment'),
    ('PEG','Public Service Enterprise Group Incorporated','Public Utilities','Power Generation'),
    ('PSA','Public Storage','Consumer Services','Real Estate Investment Trusts'),
    ('PSA^A','Public Storage','n/a','n/a'),
    ('PSA^B','Public Storage','Consumer Services','Real Estate Investment Trusts'),
    ('PSA^C','Public Storage','Consumer Services','Real Estate Investment Trusts'),
    ('PSA^D','Public Storage','Consumer Services','Real Estate Investment Trusts'),
    ('PSA^E','Public Storage','Consumer Services','Real Estate Investment Trusts'),
    ('PSA^F','Public Storage','Consumer Services','Real Estate Investment Trusts'),
    ('PSA^G','Public Storage','n/a','n/a'),
    ('PSA^U','Public Storage','Consumer Services','Real Estate Investment Trusts'),
    ('PSA^V','Public Storage','Consumer Services','Real Estate Investment Trusts'),
    ('PSA^W','Public Storage','n/a','n/a'),
    ('PSA^X','Public Storage','n/a','n/a'),
    ('PSA^Y','Public Storage','n/a','n/a'),
    ('PSA^Z','Public Storage','n/a','n/a'),
    ('PHM','PulteGroup Inc.','Capital Goods','Homebuilding'),
    ('PSTG','Pure Storage Inc. ','Technology','Electronic Components'),
    ('PCF','Putnam High Income Bond Fund','n/a','n/a'),
    ('PMM','Putnam Managed Municipal Income Trust','n/a','n/a'),
    ('PIM','Putnam Master Intermediate Income Trust','n/a','n/a'),
    ('PMO','Putnam Municipal Opportunities Trust','n/a','n/a'),
    ('PPT','Putnam Premier Income Trust','n/a','n/a'),
    ('PVH','PVH Corp.','Consumer Non-Durables','Apparel'),
    ('PZN','Pzena Investment Management Inc','Finance','Investment Managers'),
    ('QTWO','Q2 Holdings Inc.','Technology','Computer Software: Prepackaged Software'),
    ('QEP','QEP Resources Inc.','Energy','Oil & Gas Production'),
    ('QTS','QTS Realty Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('QUAD','Quad Graphics Inc','Miscellaneous','Publishing'),
    ('KWR','Quaker Chemical Corporation','Basic Industries','Major Chemicals'),
    ('QCP','Quality Care Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('NX','Quanex Building Products Corporation','Capital Goods','Metal Fabrications'),
    ('PWR','Quanta Services Inc.','Capital Goods','Engineering & Construction'),
    ('QTM','Quantum Corporation','Technology','Electronic Components'),
    ('QD','Qudian Inc.','Finance','Finance: Consumer Services'),
    ('DGX','Quest Diagnostics Incorporated','Health Care','Medical Specialities'),
    ('Q','Quintiles IMS Holdings Inc.','Health Care','Biotechnology: Commercial Physical & Biological Resarch'),
    ('QHC','Quorum Health Corporation','Health Care','Hospital/Nursing Management'),
    ('QUOT','Quotient Technology Inc.','Consumer Services','Advertising'),
    ('CTAA','Qwest Corporation','Public Utilities','Telecommunications Equipment'),
    ('CTBB','Qwest Corporation','Public Utilities','Telecommunications Equipment'),
    ('CTDD','Qwest Corporation','Public Utilities','Telecommunications Equipment'),
    ('CTU','Qwest Corporation','Public Utilities','Telecommunications Equipment'),
    ('CTV','Qwest Corporation','Public Utilities','Telecommunications Equipment'),
    ('CTW','Qwest Corporation','Public Utilities','Telecommunications Equipment'),
    ('CTX','Qwest Corporation','Public Utilities','Telecommunications Equipment'),
    ('CTY','Qwest Corporation','Public Utilities','Telecommunications Equipment'),
    ('CTZ','Qwest Corporation','Public Utilities','Telecommunications Equipment'),
    ('RRD','R.R. Donnelley & Sons Company','Miscellaneous','Publishing'),
    ('RDN','Radian Group Inc.','Finance','Property-Casualty Insurers'),
    ('RAS','RAIT Financial Trust','Consumer Services','Real Estate Investment Trusts'),
    ('RAS^A','RAIT Financial Trust','n/a','n/a'),
    ('RAS^B','RAIT Financial Trust','n/a','n/a'),
    ('RAS^C','RAIT Financial Trust','n/a','n/a'),
    ('RFT','RAIT Financial Trust','Consumer Services','Real Estate Investment Trusts'),
    ('RFTA','RAIT Financial Trust','Consumer Services','Real Estate Investment Trusts'),
    ('RL','Ralph Lauren Corporation','Consumer Non-Durables','Apparel'),
    ('RPT','Ramco-Gershenson Properties Trust','Consumer Services','Real Estate Investment Trusts'),
    ('RPT^D','Ramco-Gershenson Properties Trust','n/a','n/a'),
    ('RRC','Range Resources Corporation','Energy','Oil & Gas Production'),
    ('RNGR','Ranger Energy Services Inc.','Energy','Oilfield Services/Equipment'),
    ('RJF','Raymond James Financial Inc.','Finance','Investment Bankers/Brokers/Service'),
    ('RYAM','Rayonier Advanced Materials Inc.','Basic Industries','Major Chemicals'),
    ('RYAM^A','Rayonier Advanced Materials Inc.','n/a','n/a'),
    ('RYN','Rayonier Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('RTN','Raytheon Company','Capital Goods','Industrial Machinery/Components'),
    ('RMAX','RE/MAX Holdings Inc.','Finance','Real Estate'),
    ('RLGY','Realogy Holdings Corp.','Finance','Real Estate'),
    ('O','Realty Income Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('RHT','Red Hat Inc.','Technology','Computer Software: Programming Data Processing'),
    ('RLH','Red Lion Hotels Corporation','Consumer Services','Hotels/Resorts'),
    ('RWT','Redwood Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('RBC','Regal Beloit Corporation','Consumer Durables','Metal Fabrications'),
    ('RGC','Regal Entertainment Group','Consumer Services','Movies/Entertainment'),
    ('REG','Regency Centers Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('RM','Regional Management Corp.','Finance','Finance: Consumer Services'),
    ('RF','Regions Financial Corporation','Finance','Major Banks'),
    ('RF^A','Regions Financial Corporation','n/a','n/a'),
    ('RF^B','Regions Financial Corporation','n/a','n/a'),
    ('RGS','Regis Corporation','Consumer Services','Other Consumer Services'),
    ('RGA','Reinsurance Group of America Incorporated','Finance','Life Insurance'),
    ('RZA','Reinsurance Group of America Incorporated','Finance','Life Insurance'),
    ('RZB','Reinsurance Group of America Incorporated','Finance','Life Insurance'),
    ('RS','Reliance Steel & Aluminum Co.','Basic Industries','Metal Fabrications'),
    ('RENX','RELX N.V.','Consumer Services','Publishing'),
    ('RELX','RELX PLC','Consumer Services','Publishing'),
    ('RNR','RenaissanceRe Holdings Ltd.','Finance','Property-Casualty Insurers'),
    ('RNR^C','RenaissanceRe Holdings Ltd.','n/a','n/a'),
    ('RNR^E','RenaissanceRe Holdings Ltd.','n/a','n/a'),
    ('SOL','Renesola Ltd.','Technology','Semiconductors'),
    ('RENN','Renren Inc.','Technology','EDP Services'),
    ('RSG','Republic Services Inc.','Public Utilities','Environmental Services'),
    ('RMD','ResMed Inc.','Health Care','Medical/Dental Instruments'),
    ('REN           ','Resolute Energy Corporation','Energy','Oil & Gas Production'),
    ('RFP','Resolute Forest Products Inc.','Basic Industries','Paper'),
    ('RSO','Resource Capital Corp.','Consumer Services','Real Estate Investment Trusts'),
    ('RSO^A','Resource Capital Corp.','n/a','n/a'),
    ('RSO^B','Resource Capital Corp.','n/a','n/a'),
    ('RSO^C','Resource Capital Corp.','n/a','n/a'),
    ('QSR','Restaurant Brands International Inc.','Consumer Services','Restaurants'),
    ('RPAI','Retail Properties of America Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('RPAI^A.CL','Retail Properties of America Inc.','n/a','n/a'),
    ('REVG','REV Group Inc.','Capital Goods','Auto Manufacturing'),
    ('REV','Revlon Inc.','Consumer Non-Durables','Package Goods/Cosmetics'),
    ('REX','REX American Resources Corporation','Basic Industries','Major Chemicals'),
    ('REXR','Rexford Industrial Realty Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('REXR^A','Rexford Industrial Realty Inc.','n/a','n/a'),
    ('RXN','Rexnord Corporation','Technology','Industrial Machinery/Components'),
    ('RXN^A','Rexnord Corporation','n/a','n/a'),
    ('RH','RH','Consumer Services','Other Specialty Stores'),
    ('RICE','Rice Energy Inc.','Energy','Oil & Gas Production'),
    ('RMP','Rice Midstream Partners LP','Public Utilities','Natural Gas Distribution'),
    ('RIC','Richmont Mines Inc.','Basic Industries','Precious Metals'),
    ('RNG','Ringcentral Inc.','Technology','EDP Services'),
    ('RIO','Rio Tinto Plc','Basic Industries','Precious Metals'),
    ('RBA','Ritchie Bros. Auctioneers Incorporated','Miscellaneous','Business Services'),
    ('RAD','Rite Aid Corporation','Health Care','Medical/Nursing Services'),
    ('RMPL^','RiverNorth Marketplace Lending Corporation','n/a','n/a'),
    ('RIV','RiverNorth Opportunities Fund Inc.','n/a','n/a'),
    ('OPP','RiverNorth/DoubleLine Strategic Opportunity Fund Inc.','n/a','n/a'),
    ('RLI','RLI Corp.','Finance','Property-Casualty Insurers'),
    ('RLJ','RLJ Lodging Trust','Consumer Services','Real Estate Investment Trusts'),
    ('RLJ^A','RLJ Lodging Trust','n/a','n/a'),
    ('RRTS','Roadrunner Transportation Systems Inc','Transportation','Oil Refining/Marketing'),
    ('RHI','Robert Half International Inc.','Technology','Professional Services'),
    ('ROK','Rockwell Automation Inc.','Capital Goods','Industrial Machinery/Components'),
    ('COL','Rockwell Collins Inc.','Capital Goods','Military/Government/Technical'),
    ('RCI','Rogers Communication Inc.','Consumer Services','Television Services'),
    ('ROG','Rogers Corporation','Basic Industries','Major Chemicals'),
    ('ROL','Rollins Inc.','Finance','Diversified Commercial Services'),
    ('ROP','Roper Technologies Inc.','Capital Goods','Industrial Machinery/Components'),
    ('RST','Rosetta Stone','Technology','Computer Software: Prepackaged Software'),
    ('RDC','Rowan Companies plc','Energy','Oil & Gas Production'),
    ('RY','Royal Bank Of Canada','Finance','Commercial Banks'),
    ('RY^S.CL','Royal Bank Of Canada','n/a','n/a'),
    ('RY^T','Royal Bank Of Canada','n/a','n/a'),
    ('RBS','Royal Bank Scotland plc (The)','Finance','Commercial Banks'),
    ('RBS^S','Royal Bank Scotland plc (The)','n/a','n/a'),
    ('RCL','Royal Caribbean Cruises Ltd.','Consumer Services','Marine Transportation'),
    ('RDS.A','Royal Dutch Shell PLC','n/a','n/a'),
    ('RDS.B','Royal Dutch Shell PLC','n/a','n/a'),
    ('RGT','Royce Global Value Trust Inc.','n/a','n/a'),
    ('RMT','Royce Micro-Cap Trust Inc.','n/a','n/a'),
    ('RVT','Royce Value Trust Inc.','n/a','n/a'),
    ('RES','RPC Inc.','Energy','Oilfield Services/Equipment'),
    ('RPM','RPM International Inc.','Basic Industries','Paints/Coatings'),
    ('RSPP','RSP Permian Inc.','Energy','Oil & Gas Production'),
    ('RT','Ruby Tuesday Inc.','Consumer Services','Restaurants'),
    ('RTEC','Rudolph Technologies Inc.','Capital Goods','Industrial Machinery/Components'),
    ('RYB','RYB Education Inc.','Consumer Services','Other Consumer Services'),
    ('R','Ryder System Inc.','Consumer Services','Rental/Leasing Companies'),
    ('RYI','Ryerson Holding Corporation','Basic Industries','Metal Fabrications'),
    ('RHP','Ryman Hospitality Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('SPGI','S&P Global Inc.','Finance','Finance: Consumer Services'),
    ('SBR','Sabine Royalty Trust','Energy','Oil & Gas Production'),
    ('SB','Safe Bulkers Inc','Transportation','Marine Transportation'),
    ('SB^B','Safe Bulkers Inc','n/a','n/a'),
    ('SB^C','Safe Bulkers Inc','n/a','n/a'),
    ('SB^D','Safe Bulkers Inc','n/a','n/a'),
    ('SFE','Safeguard Scientifics Inc.','Finance','Finance/Investors Services'),
    ('SAFE','Safety Income and Growth Inc.','Consumer Services','Real Estate'),
    ('CRM','Salesforce.com Inc','Technology','Computer Software: Prepackaged Software'),
    ('SMM','Salient Midstream & MLP Fund','n/a','n/a'),
    ('SBH','Sally Beauty Holdings Inc.','Consumer Services','Other Specialty Stores'),
    ('SJT','San Juan Basin Royalty Trust','Energy','Oil & Gas Production'),
    ('SN','Sanchez Energy Corporation','Energy','Oil & Gas Production'),
    ('SD','SandRidge Energy Inc.','Energy','Oil & Gas Production'),
    ('SDT','SandRidge Mississippian Trust I','Energy','Oil & Gas Production'),
    ('SDR','SandRidge Mississippian Trust II','Energy','Oil & Gas Production'),
    ('PER','SandRidge Permian Trust','Energy','Oil & Gas Production'),
    ('SNY','Sanofi','Health Care','Major Pharmaceuticals'),
    ('SC','Santander Consumer USA Holdings Inc.','Finance','Finance: Consumer Services'),
    ('SOV^C','Santander Holdings USA Inc.','n/a','n/a'),
    ('SAP','SAP SE','Technology','Computer Software: Prepackaged Software'),
    ('SAB','Saratoga Investment Corp','n/a','n/a'),
    ('SAR','Saratoga Investment Corp','n/a','n/a'),
    ('SSL','Sasol Ltd.','Energy','Oil & Gas Production'),
    ('BFS','Saul Centers Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('BFS^C','Saul Centers Inc.','n/a','n/a'),
    ('SCG','Scana Corporation','Public Utilities','Power Generation'),
    ('SLB','Schlumberger N.V.','Energy','Oilfield Services/Equipment'),
    ('SNDR','Schneider National Inc.','Transportation','Trucking Freight/Courier Services'),
    ('SWM','Schweitzer-Mauduit International Inc.','Basic Industries','Paper'),
    ('SAIC','SCIENCE APPLICATIONS INTERNATIONAL CORPORATION','Technology','EDP Services'),
    ('SALT','Scorpio Bulkers Inc.','Transportation','Marine Transportation'),
    ('SLTB','Scorpio Bulkers Inc.','Transportation','Marine Transportation'),
    ('SBBC','Scorpio Tankers Inc.','Transportation','Marine Transportation'),
    ('SBNA','Scorpio Tankers Inc.','Transportation','Marine Transportation'),
    ('STNG','Scorpio Tankers Inc.','Transportation','Marine Transportation'),
    ('SMG','Scotts Miracle-Gro Company (The)','Basic Industries','Agricultural Chemicals'),
    ('KMM','Scudder Multi-Market Income Trust','n/a','n/a'),
    ('KTF','Scudder Municiple Income Trust','n/a','n/a'),
    ('KST','Scudder Strategic Income Trust','n/a','n/a'),
    ('KSM','Scudder Strategic Municiple Income Trust','n/a','n/a'),
    ('SE','Sea Limited','n/a','n/a'),
    ('SA','Seabridge Gold Inc.','Basic Industries','Precious Metals'),
    ('CKH','SEACOR Holdings Inc.','Transportation','Marine Transportation'),
    ('SMHI','SEACOR Marine Holdings Inc.','Transportation','Marine Transportation'),
    ('SDRL','Seadrill Limited','Energy','Oil & Gas Production'),
    ('SDLP','Seadrill Partners LLC','Energy','Oil & Gas Production'),
    ('SEE','Sealed Air Corporation','Basic Industries','Major Chemicals'),
    ('SSW','Seaspan Corporation','Transportation','Marine Transportation'),
    ('SSW^D','Seaspan Corporation','n/a','n/a'),
    ('SSW^E','Seaspan Corporation','n/a','n/a'),
    ('SSW^G','Seaspan Corporation','n/a','n/a'),
    ('SSW^H','Seaspan Corporation','n/a','n/a'),
    ('SSWA','Seaspan Corporation','Transportation','Marine Transportation'),
    ('SSWN','Seaspan Corporation','Transportation','Marine Transportation'),
    ('SEAS','SeaWorld Entertainment Inc.','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('JBN','Select Asset Inc.','Finance','Finance: Consumer Services'),
    ('JBR','Select Asset Inc.','Finance','Finance: Consumer Services'),
    ('WTTR','Select Energy Services Inc.','Energy','Oilfield Services/Equipment'),
    ('SEM','Select Medical Holdings Corporation','Health Care','Hospital/Nursing Management'),
    ('SGZA','Selective Insurance Group Inc.','Finance','Property-Casualty Insurers'),
    ('SEMG','Semgroup Corporation','Energy','Oilfield Services/Equipment'),
    ('SMI','Semiconductor  Manufacturing International Corporation','Technology','Semiconductors'),
    ('SRE','Sempra Energy','Public Utilities','Natural Gas Distribution'),
    ('ST','Sensata Technologies Holding N.V.','Capital Goods','Industrial Machinery/Components'),
    ('SXT','Sensient Technologies Corporation','Basic Industries','Major Chemicals'),
    ('SQNS','Sequans Communications S.A.','Technology','Semiconductors'),
    ('SRG','Seritage Growth Properties','Finance','Real Estate'),
    ('SCI','Service Corporation International','Consumer Services','Other Consumer Services'),
    ('SERV','ServiceMaster Global Holdings Inc.','Consumer Services','Other Consumer Services'),
    ('NOW','ServiceNow Inc.','Technology','Computer Software: Prepackaged Software'),
    ('SHAK','Shake Shack Inc.','Consumer Services','Restaurants'),
    ('SJR','Shaw Communications Inc.','Consumer Services','Television Services'),
    ('SHLX','Shell Midstream Partners L.P.','Energy','Natural Gas Distribution'),
    ('SHW','Sherwin-Williams Company (The)','Consumer Services','RETAIL: Building Materials'),
    ('SHG','Shinhan Financial Group Co Ltd','Finance','Major Banks'),
    ('SFL','Ship Finance International Limited','Transportation','Marine Transportation'),
    ('SHOP','Shopify Inc.','Technology','Computer Software: Prepackaged Software'),
    ('SSTK','Shutterstock Inc.','Technology','EDP Services'),
    ('SBGL','Sibanye Gold Limited','Basic Industries','Precious Metals'),
    ('SIG','Signet Jewelers Limited','Consumer Services','Consumer Specialties'),
    ('SSNI','Silver Spring Networks Inc.','Technology','Computer Communications Equipment'),
    ('SBOW','SilverBow Resorces Inc.','Energy','Oil & Gas Production'),
    ('SPG','Simon Property Group Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('SPG^J','Simon Property Group Inc.','n/a','n/a'),
    ('SSD','Simpson Manufacturing Company Inc.','Capital Goods','Industrial Machinery/Components'),
    ('SHI','SINOPEC Shangai Petrochemical Company Ltd.','Basic Industries','Major Chemicals'),
    ('SITE','SiteOne Landscape Supply Inc.','Consumer Non-Durables','Farming/Seeds/Milling'),
    ('SIX','Six Flags Entertainment Corporation New','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('SJW','SJW Group','Public Utilities','Water Supply'),
    ('SKM','SK Telecom Co. Ltd.','Public Utilities','Telecommunications Equipment'),
    ('SKX','Skechers U.S.A. Inc.','Consumer Non-Durables','Shoe Manufacturing'),
    ('SLG','SL Green Realty Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('SLG^I','SL Green Realty Corporation','n/a','n/a'),
    ('SM','SM Energy Company','Energy','Oil & Gas Production'),
    ('SFS','Smart','Consumer Services','Food Chains'),
    ('SNN','Smith & Nephew SNATS Inc.','Health Care','Industrial Specialties'),
    ('AOS','Smith (A.O.) Corporation','Consumer Durables','Consumer Electronics/Appliances'),
    ('SNAP','Snap Inc.','Technology','Computer Software: Programming Data Processing'),
    ('SNA','Snap-On Incorporated','Capital Goods','Industrial Machinery/Components'),
    ('IPOA','Social Capital Hedosophia Holdings Corp.','Finance','Business Services'),
    ('IPOA.U','Social Capital Hedosophia Holdings Corp.','n/a','n/a'),
    ('IPOA.WS','Social Capital Hedosophia Holdings Corp.','n/a','n/a'),
    ('SQM','Sociedad Quimica y Minera S.A.','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('SOGO','Sogou Inc.','n/a','n/a'),
    ('SLRA','Solar Capital Ltd.','n/a','n/a'),
    ('SOI','Solaris Oilfield Infrastructure Inc.','Energy','Metal Fabrications'),
    ('SAH','Sonic Automotive Inc.','Consumer Durables','Automotive Aftermarket'),
    ('SON','Sonoco Products Company','Consumer Durables','Containers/Packaging'),
    ('SNE','Sony Corp Ord','Consumer Non-Durables','Consumer Electronics/Appliances'),
    ('BID','Sotheby's','Miscellaneous','Business Services'),
    ('SOR','Source Capital Inc.','n/a','n/a'),
    ('SJI','South Jersey Industries Inc.','Public Utilities','Oil/Gas Transmission'),
    ('SXE','Southcross Energy Partners L.P.','Public Utilities','Natural Gas Distribution'),
    ('SCE^G','Southern California Edison Company','n/a','n/a'),
    ('SCE^H','Southern California Edison Company','n/a','n/a'),
    ('SCE^J','Southern California Edison Company','n/a','n/a'),
    ('SCE^K','Southern California Edison Company','n/a','n/a'),
    ('SCE^L','Southern California Edison Company','n/a','n/a'),
    ('SO','Southern Company (The)','Public Utilities','Electric Utilities: Central'),
    ('SOJA','Southern Company (The)','Public Utilities','Electric Utilities: Central'),
    ('SOJB','Southern Company (The)','Public Utilities','Electric Utilities: Central'),
    ('SCCO','Southern Copper Corporation','Basic Industries','Precious Metals'),
    ('LUV','Southwest Airlines Company','Transportation','Air Freight/Delivery Services'),
    ('SWX','Southwest Gas Holdings Inc.','Public Utilities','Oil & Gas Production'),
    ('SWN','Southwestern Energy Company','Energy','Oil & Gas Production'),
    ('SWNC','Southwestern Energy Company','Energy','Oil & Gas Production'),
    ('SPA','Sparton Corporation','Technology','Electrical Products'),
    ('SPE','Special Opportunities Fund Inc.','n/a','n/a'),
    ('SPE^B','Special Opportunities Fund Inc.','n/a','n/a'),
    ('SEP','Spectra Energy Partners LP','Public Utilities','Natural Gas Distribution'),
    ('SPB           ','Spectrum Brands Holdings Inc.','Miscellaneous','Industrial Machinery/Components'),
    ('TRK','Speedway Motorsports Inc.','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('SR','Spire Inc.','Public Utilities','Oil/Gas Transmission'),
    ('SPR','Spirit Aerosystems Holdings Inc.','Capital Goods','Military/Government/Technical'),
    ('SRC','Spirit Realty Capital Inc.','Consumer Services','Building operators'),
    ('SRC^A','Spirit Realty Capital Inc.','n/a','n/a'),
    ('SRLP','Sprague Resources LP','Energy','Oil Refining/Marketing'),
    ('S','Sprint Corporation','Public Utilities','Telecommunications Equipment'),
    ('SPXC','SPX Corporation','Technology','Industrial Machinery/Components'),
    ('FLOW','SPX FLOW Inc.','Technology','Industrial Machinery/Components'),
    ('SQ','Square Inc.','Technology','Computer Software: Prepackaged Software'),
    ('JOE','St. Joe Company (The)','Consumer Services','Homebuilding'),
    ('STAG','Stag Industrial Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('STAG^B','Stag Industrial Inc.','n/a','n/a'),
    ('STAG^C','Stag Industrial Inc.','n/a','n/a'),
    ('SSI','Stage Stores Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('SMP','Standard Motor Products Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('SXI','Standex International Corporation','Technology','Industrial Machinery/Components'),
    ('SWJ','Stanley Black & Decker Inc.','Capital Goods','Industrial Machinery/Components'),
    ('SWK','Stanley Black & Decker Inc.','Capital Goods','Industrial Machinery/Components'),
    ('SWP','Stanley Black & Decker Inc.','Capital Goods','Industrial Machinery/Components'),
    ('STN','Stantec Inc','Consumer Services','Military/Government/Technical'),
    ('SGU','Star Group L.P.','Consumer Services','Other Specialty Stores'),
    ('SRT','StarTek Inc.','Technology','Professional Services'),
    ('STWD','STARWOOD PROPERTY TRUST INC.','Consumer Services','Real Estate Investment Trusts'),
    ('SFR','Starwood Waypoint Homes','Consumer Services','Real Estate Investment Trusts'),
    ('STT','State Street Corporation','Finance','Major Banks'),
    ('STT^C','State Street Corporation','n/a','n/a'),
    ('STT^D','State Street Corporation','n/a','n/a'),
    ('STT^E','State Street Corporation','n/a','n/a'),
    ('STT^G','State Street Corporation','n/a','n/a'),
    ('STO','Statoil ASA','Energy','Integrated oil Companies'),
    ('SPLP','Steel Partners Holdings LP','Capital Goods','Industrial Specialties'),
    ('SPLP^A','Steel Partners Holdings LP','n/a','n/a'),
    ('SPLP^T','Steel Partners Holdings LP','n/a','n/a'),
    ('SCS','Steelcase Inc.','Consumer Durables','Office Equipment/Supplies/Services'),
    ('SCA','Stellus Capital Investment Corporation','n/a','n/a'),
    ('SCM','Stellus Capital Investment Corporation','n/a','n/a'),
    ('SCL','Stepan Company','Basic Industries','Package Goods/Cosmetics'),
    ('STE','STERIS plc','Health Care','Industrial Specialties'),
    ('STL','Sterling Bancorp','Finance','Major Banks'),
    ('STL^A','Sterling Bancorp','Finance','Major Banks'),
    ('STC','Stewart Information Services Corporation','Finance','Specialty Insurers'),
    ('SF','Stifel Financial Corporation','Finance','Investment Bankers/Brokers/Service'),
    ('SF^A','Stifel Financial Corporation','Finance','Investment Bankers/Brokers/Service'),
    ('SFB','Stifel Financial Corporation','Finance','Investment Bankers/Brokers/Service'),
    ('STM','STMicroelectronics N.V.','Technology','Semiconductors'),
    ('SGY','Stone Energy Corporation','Energy','Oil & Gas Production'),
    ('EDF','Stone Harbor Emerging Markets Income Fund','n/a','n/a'),
    ('EDI','Stone Harbor Emerging Markets Total Income Fund','n/a','n/a'),
    ('STON','StoneMor Partners L.P.','Consumer Services','Other Consumer Services'),
    ('SRI','Stoneridge Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('STOR','STORE Capital Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('GJH','STRATS Trust','Finance','Finance: Consumer Services'),
    ('GJO','STRATS Trust','Finance','Finance: Consumer Services'),
    ('GJS','STRATS Trust','Finance','Finance: Consumer Services'),
    ('SYK','Stryker Corporation','Health Care','Medical/Dental Instruments'),
    ('RGR','Sturm Ruger & Company Inc.','Capital Goods','Ordnance And Accessories'),
    ('SPH','Suburban Propane Partners L.P.','Consumer Services','Other Specialty Stores'),
    ('SMFG','Sumitomo Mitsui Financial Group Inc','Finance','Commercial Banks'),
    ('INN','Summit Hotel Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('INN^B.CL','Summit Hotel Properties Inc.','n/a','n/a'),
    ('INN^C','Summit Hotel Properties Inc.','n/a','n/a'),
    ('INN^D','Summit Hotel Properties Inc.','n/a','n/a'),
    ('SUM','Summit Materials Inc.','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('SMLP','Summit Midstream Partners LP','Public Utilities','Natural Gas Distribution'),
    ('SUI','Sun Communities Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('SUI^A','Sun Communities Inc.','n/a','n/a'),
    ('SLF','Sun Life Financial Inc.','Finance','Life Insurance'),
    ('SXCP','SunCoke Energy Partners L.P.','Basic Industries','Steel/Iron Ore'),
    ('SXC','SunCoke Energy Inc.','Basic Industries','Steel/Iron Ore'),
    ('SU','Suncor Energy  Inc.','Energy','Integrated oil Companies'),
    ('SUN','Sunoco LP','Energy','Oil Refining/Marketing'),
    ('SHO','Sunstone Hotel Investors Inc.','Consumer Services','Hotels/Resorts'),
    ('SHO^E','Sunstone Hotel Investors Inc.','n/a','n/a'),
    ('SHO^F','Sunstone Hotel Investors Inc.','n/a','n/a'),
    ('STI','SunTrust Banks Inc.','Finance','Major Banks'),
    ('STI.WS.A','SunTrust Banks Inc.','n/a','n/a'),
    ('STI.WS.B','SunTrust Banks Inc.','n/a','n/a'),
    ('STI^A','SunTrust Banks Inc.','n/a','n/a'),
    ('STI^E','SunTrust Banks Inc.','n/a','n/a'),
    ('SPN','Superior Energy Services Inc.','Energy','Oilfield Services/Equipment'),
    ('SUP','Superior Industries International Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('SVU','SuperValu Inc.','Consumer Non-Durables','Food Distributors'),
    ('SLD','Sutherland Asset Management Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('SLDA','Sutherland Asset Management Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('SWZ','Swiss Helvetia Fund Inc. (The)','n/a','n/a'),
    ('SWCH','Switch Inc.','Technology','Computer Software: Programming Data Processing'),
    ('SYF','Synchrony Financial','Finance','Finance: Consumer Services'),
    ('SYT','Syngenta AG','Basic Industries','Agricultural Chemicals'),
    ('SNX','Synnex Corporation','Technology','Retail: Computer Software & Peripheral Equipment'),
    ('SNV','Synovus Financial Corp.','Finance','Major Banks'),
    ('SNV^C','Synovus Financial Corp.','n/a','n/a'),
    ('GJP','Synthetic Fixed-Income Securities Inc.','n/a','n/a'),
    ('GJR','Synthetic Fixed-Income Securities Inc.','n/a','n/a'),
    ('GJT','Synthetic Fixed-Income Securities Inc.','Finance','Finance: Consumer Services'),
    ('GJV','Synthetic Fixed-Income Securities Inc.','Finance','Finance: Consumer Services'),
    ('SYY','Sysco Corporation','Consumer Non-Durables','Food Distributors'),
    ('SYX','Systemax Inc.','Consumer Services','Catalog/Specialty Distribution'),
    ('DATA','Tableau Software Inc.','Technology','Computer Software: Prepackaged Software'),
    ('TAHO','Tahoe Resources Inc.','Basic Industries','Precious Metals'),
    ('TLRD','Tailored Brands Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('TWN','Taiwan Fund Inc. (The)','n/a','n/a'),
    ('TSM','Taiwan Semiconductor Manufacturing Company Ltd.','Technology','Semiconductors'),
    ('TAL','TAL Education Group','Consumer Services','Other Consumer Services'),
    ('TEGP','Tallgrass Energy GP LP','Public Utilities','Natural Gas Distribution'),
    ('TEP','Tallgrass Energy Partners LP','Public Utilities','Natural Gas Distribution'),
    ('SKT','Tanger Factory Outlet Centers Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('TPR','Tapestry Inc.','Consumer Non-Durables','Apparel'),
    ('NGLS^A','Targa Resources Partners LP','n/a','n/a'),
    ('TRGP','Targa Resources Inc.','Public Utilities','Natural Gas Distribution'),
    ('TGT','Target Corporation','Consumer Services','Department/Specialty Retail Stores'),
    ('TARO','Taro Pharmaceutical Industries Ltd.','Health Care','Major Pharmaceuticals'),
    ('TTM','Tata Motors Ltd','Capital Goods','Auto Manufacturing'),
    ('TCO','Taubman Centers Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('TCO^J','Taubman Centers Inc.','n/a','n/a'),
    ('TCO^K','Taubman Centers Inc.','n/a','n/a'),
    ('TMHC','Taylor Morrison Home Corporation','Capital Goods','Homebuilding'),
    ('TCP','TC PipeLines LP','Public Utilities','Natural Gas Distribution'),
    ('TCF','TCF Financial Corporation','Finance','Major Banks'),
    ('TCF.WS','TCF Financial Corporation','n/a','n/a'),
    ('TCF^C','TCF Financial Corporation','n/a','n/a'),
    ('TCF^D','TCF Financial Corporation','n/a','n/a'),
    ('TSI','TCW Strategic Income Fund Inc.','n/a','n/a'),
    ('TEL','TE Connectivity Ltd.','Consumer Non-Durables','Electronic Components'),
    ('TISI','Team Inc.','Consumer Services','Other Consumer Services'),
    ('FTI','TechnipFMC plc','Energy','Metal Fabrications'),
    ('TECK','Teck Resources Ltd','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('TK','Teekay Corporation','Transportation','Marine Transportation'),
    ('TGP','Teekay LNG Partners L.P.','Consumer Services','Marine Transportation'),
    ('TGP^A','Teekay LNG Partners L.P.','n/a','n/a'),
    ('TGP^B','Teekay LNG Partners L.P.','n/a','n/a'),
    ('TOO','Teekay Offshore Partners L.P.','Consumer Services','Marine Transportation'),
    ('TOO^A','Teekay Offshore Partners L.P.','n/a','n/a'),
    ('TOO^B','Teekay Offshore Partners L.P.','n/a','n/a'),
    ('TNK','Teekay Tankers Ltd.','Consumer Services','Marine Transportation'),
    ('GCI','TEGNA Inc.','Consumer Services','Newspapers/Magazines'),
    ('TGNA','TEGNA Inc.','Consumer Services','Broadcasting'),
    ('TRC','Tejon Ranch Co','Finance','Real Estate'),
    ('HQH','Tekla Healthcare Investors','n/a','n/a'),
    ('THQ','Tekla Healthcare Opportunies Fund','n/a','n/a'),
    ('HQL','Tekla Life Sciences Investors','n/a','n/a'),
    ('THW','Tekla World Healthcare Fund','n/a','n/a'),
    ('TDOC','Teladoc Inc.','Health Care','Medical/Nursing Services'),
    ('TLRA','Telaria Inc.','Technology','Advertising'),
    ('TEO','Telecom Argentina Stet - France Telecom S.A.','Public Utilities','Telecommunications Equipment'),
    ('TI','Telecom Italia S.P.A.','Consumer Services','Telecommunications Equipment'),
    ('TI.A','Telecom Italia S.P.A.','n/a','n/a'),
    ('TDY','Teledyne Technologies Incorporated','Capital Goods','Industrial Machinery/Components'),
    ('TFX','Teleflex Incorporated','Health Care','Medical/Dental Instruments'),
    ('VIV','Telefonica Brasil S.A.','Public Utilities','Telecommunications Equipment'),
    ('TEF','Telefonica SA','Public Utilities','Telecommunications Equipment'),
    ('TDA','Telephone and Data Systems Inc.','Public Utilities','Telecommunications Equipment'),
    ('TDE','Telephone and Data Systems Inc.','Public Utilities','Telecommunications Equipment'),
    ('TDI','Telephone and Data Systems Inc.','Public Utilities','Telecommunications Equipment'),
    ('TDJ','Telephone and Data Systems Inc.','Public Utilities','Telecommunications Equipment'),
    ('TDS','Telephone and Data Systems Inc.','Public Utilities','Telecommunications Equipment'),
    ('TU','TELUS Corporation','Public Utilities','Telecommunications Equipment'),
    ('TDF','Templeton Dragon Fund Inc.','n/a','n/a'),
    ('EMF','Templeton Emerging Markets Fund','n/a','n/a'),
    ('TEI','Templeton Emerging Markets Income Fund Inc.','n/a','n/a'),
    ('GIM','Templeton Global Income Fund Inc.','n/a','n/a'),
    ('TPX','Tempur Sealy International Inc.','Consumer Durables','Home Furnishings'),
    ('TS','Tenaris S.A.','Basic Industries','Steel/Iron Ore'),
    ('THC','Tenet Healthcare Corporation','Health Care','Hospital/Nursing Management'),
    ('TNC','Tennant Company','Technology','Industrial Machinery/Components'),
    ('TEN','Tenneco Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('TVC','Tennessee Valley Authority','Public Utilities','Electric Utilities: Central'),
    ('TVE','Tennessee Valley Authority','Public Utilities','Electric Utilities: Central'),
    ('TDC','Teradata Corporation','Technology','Computer Manufacturing'),
    ('TER','Teradyne Inc.','Capital Goods','Electrical Products'),
    ('TEX','Terex Corporation','Capital Goods','Construction/Ag Equipment/Trucks'),
    ('TX','Ternium S.A.','Basic Industries','Steel/Iron Ore'),
    ('TNH','Terra Nitrogen Company L.P.','Basic Industries','Agricultural Chemicals'),
    ('TRNO','Terreno Realty Corporation','Finance','Real Estate'),
    ('TTI','Tetra Technologies Inc.','Energy','Oil & Gas Production'),
    ('TEVA','Teva Pharmaceutical Industries Limited','Health Care','Major Pharmaceuticals'),
    ('TPL','Texas Pacific Land Trust','Energy','Oil & Gas Production'),
    ('TGH','Textainer Group Holdings Limited','Technology','Diversified Commercial Services'),
    ('TXT','Textron Inc.','Capital Goods','Aerospace'),
    ('TTF','Thai Fund Inc. (The)','n/a','n/a'),
    ('AES','The AES Corporation','Basic Industries','Electric Utilities: Central'),
    ('BX','The Blackstone Group L.P.','Finance','Investment Managers'),
    ('CEE','The Central and Eastern Europe Fund Inc.','n/a','n/a'),
    ('SCHW','The Charles Schwab Corporation','Finance','Investment Bankers/Brokers/Service'),
    ('SCHW^B.CL','The Charles Schwab Corporation','n/a','n/a'),
    ('SCHW^C','The Charles Schwab Corporation','n/a','n/a'),
    ('SCHW^D','The Charles Schwab Corporation','n/a','n/a'),
    ('SRV','The Cushing MLP Total Return Fund','n/a','n/a'),
    ('GRX','The Gabelli Healthcare & Wellness Trust','n/a','n/a'),
    ('GRX^A','The Gabelli Healthcare & Wellness Trust','n/a','n/a'),
    ('GRX^B','The Gabelli Healthcare & Wellness Trust','n/a','n/a'),
    ('GDL','The GDL Fund','n/a','n/a'),
    ('GDL^B','The GDL Fund','n/a','n/a'),
    ('THG','The Hanover Insurance Group Inc.','Finance','Property-Casualty Insurers'),
    ('THGA','The Hanover Insurance Group Inc.','Finance','Property-Casualty Insurers'),
    ('MSG','The Madison Square Garden Company','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('RUBI','The Rubicon Project Inc.','Technology','Computer Software: Programming Data Processing'),
    ('TRV','The Travelers Companies Inc.','Finance','Property-Casualty Insurers'),
    ('TMO','Thermo Fisher Scientific Inc','Capital Goods','Industrial Machinery/Components'),
    ('THR','Thermon Group Holdings Inc.','Energy','Industrial Machinery/Components'),
    ('TPRE','Third Point Reinsurance Ltd.','Finance','Property-Casualty Insurers'),
    ('TSLF','THL Credit Senior Loan Fund','n/a','n/a'),
    ('TCRX','THL Credit Inc.','n/a','n/a'),
    ('TCRZ','THL Credit Inc.','n/a','n/a'),
    ('TRI','Thomson Reuters Corp','Consumer Services','Publishing'),
    ('THO','Thor Industries Inc.','Consumer Non-Durables','Homebuilding'),
    ('TDW','Tidewater Inc.','Consumer Services','Marine Transportation'),
    ('TDW.WS.A','Tidewater Inc.','n/a','n/a'),
    ('TDW.WS.B','Tidewater Inc.','n/a','n/a'),
    ('TIER','TIER REIT Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('TIF','Tiffany & Co.','Consumer Services','Consumer Specialties'),
    ('TLYS','Tilly's Inc.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('TSU','TIM Participacoes S.A.','Public Utilities','Telecommunications Equipment'),
    ('TIME','Time Inc.','Consumer Services','Newspapers/Magazines'),
    ('TWX','Time Warner Inc.','Consumer Services','Television Services'),
    ('TKR','Timken Company (The)','Capital Goods','Metal Fabrications'),
    ('TMST','Timken Steel Corporation','Basic Industries','Steel/Iron Ore'),
    ('TWI','Titan International Inc.','Basic Industries','Steel/Iron Ore'),
    ('TJX','TJX Companies Inc. (The)','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('TOL','Toll Brothers Inc.','Capital Goods','Homebuilding'),
    ('TR','Tootsie Roll Industries Inc.','Consumer Non-Durables','Specialty Foods'),
    ('BLD','TopBuild Corp.','Basic Industries','Engineering & Construction'),
    ('TMK','Torchmark Corporation','Finance','Life Insurance'),
    ('TMK^B','Torchmark Corporation','n/a','n/a'),
    ('TMK^C','Torchmark Corporation','n/a','n/a'),
    ('TTC','Toro Company (The)','Capital Goods','Tools/Hardware'),
    ('TD','Toronto Dominion Bank (The)','Finance','Commercial Banks'),
    ('NDP','Tortoise Energy Independence Fund Inc.','n/a','n/a'),
    ('TYG','Tortoise Energy Infrastructure Corporation','n/a','n/a'),
    ('NTG','Tortoise MLP Fund Inc.','n/a','n/a'),
    ('TTP','Tortoise Pipeline & Energy Fund Inc.','n/a','n/a'),
    ('TPZ','Tortoise Power and Energy Infrastructure Fund Inc','n/a','n/a'),
    ('TOT','Total S.A.','Energy','Oil & Gas Production'),
    ('TSS','Total System Services Inc.','Miscellaneous','Business Services'),
    ('TOWR','Tower International Inc.','Capital Goods','Auto Parts:O.E.M.'),
    ('TSQ','Townsquare Media Inc.','Consumer Services','Broadcasting'),
    ('TM','Toyota Motor Corp Ltd Ord','Capital Goods','Auto Manufacturing'),
    ('TPGE','TPG Pace Energy Holdings Corp.','Finance','Business Services'),
    ('TPGE.U','TPG Pace Energy Holdings Corp.','n/a','n/a'),
    ('TPGE.WS','TPG Pace Energy Holdings Corp.','n/a','n/a'),
    ('TPGH','TPG Pace Holdings Corp.','Finance','Business Services'),
    ('TPGH.U','TPG Pace Holdings Corp.','n/a','n/a'),
    ('TPGH.WS','TPG Pace Holdings Corp.','n/a','n/a'),
    ('TRTX','TPG RE Finance Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('TSLX','TPG Specialty Lending Inc.','n/a','n/a'),
    ('TAC','TransAlta Corporation','Public Utilities','Electric Utilities: Central'),
    ('TRP','TransCanada Corporation','Public Utilities','Natural Gas Distribution'),
    ('TCI','Transcontinental Realty Investors Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('TDG','Transdigm Group Incorporated','Capital Goods','Military/Government/Technical'),
    ('TLP','TransMontaigne Partners L.P.','Energy','Natural Gas Distribution'),
    ('RIG','Transocean Ltd.','Energy','Oil & Gas Production'),
    ('TGS','Transportadora De Gas Sa Ord B','Public Utilities','Natural Gas Distribution'),
    ('TRU','TransUnion','Finance','Finance: Consumer Services'),
    ('TVPT','Travelport Worldwide Limited','Consumer Services','Transportation Services'),
    ('TREC','Trecora Resources','Energy','Integrated oil Companies'),
    ('TG','Tredegar Corporation','Capital Goods','Metal Fabrications'),
    ('THS','Treehouse Foods Inc.','Consumer Non-Durables','Packaged Foods'),
    ('TREX','Trex Company Inc.','Basic Industries','Forest Products'),
    ('TY','Tri Continental Corporation','n/a','n/a'),
    ('TY^','Tri Continental Corporation','Consumer Services','Miscellaneous'),
    ('TPH','TRI Pointe Group Inc.','Capital Goods','Homebuilding'),
    ('TCAP','Triangle Capital Corporation','n/a','n/a'),
    ('TCCA','Triangle Capital Corporation','n/a','n/a'),
    ('TCCB','Triangle Capital Corporation','n/a','n/a'),
    ('TRCO','Tribune Media Company','Consumer Services','Broadcasting'),
    ('TNET','TriNet Group Inc.','Miscellaneous','Business Services'),
    ('TRN','Trinity Industries Inc.','Capital Goods','Railroads'),
    ('TSE','Trinseo S.A.','Basic Industries','Major Chemicals'),
    ('TPVG','TriplePoint Venture Growth BDC Corp.','n/a','n/a'),
    ('TPVY','TriplePoint Venture Growth BDC Corp.','n/a','n/a'),
    ('GTS','Triple-S Management Corporation','Finance','Accident &Health Insurance'),
    ('TRTN','Triton International Limited','Technology','Diversified Commercial Services'),
    ('TGI','Triumph Group Inc.','Capital Goods','Aerospace'),
    ('TROX','Tronox Limited','Basic Industries','Major Chemicals'),
    ('TBI','TrueBlue Inc.','Technology','Professional Services'),
    ('TNP','Tsakos Energy Navigation Ltd','Transportation','Marine Transportation'),
    ('TNP^B','Tsakos Energy Navigation Ltd','n/a','n/a'),
    ('TNP^C','Tsakos Energy Navigation Ltd','n/a','n/a'),
    ('TNP^D','Tsakos Energy Navigation Ltd','n/a','n/a'),
    ('TNP^E','Tsakos Energy Navigation Ltd','n/a','n/a'),
    ('TUP','Tupperware Brands Corporation','Consumer Non-Durables','Plastic Products'),
    ('TKC','Turkcell Iletisim Hizmetleri AS','Public Utilities','Telecommunications Equipment'),
    ('TKF','Turkish Investment Fund Inc. (The)','n/a','n/a'),
    ('TPB','Turning Point Brands Inc.','Consumer Non-Durables','Tobacco'),
    ('TRQ','Turquoise Hill Resources Ltd.','Basic Industries','Precious Metals'),
    ('TPC','Tutor Perini Corporation','Basic Industries','General Bldg Contractors - Nonresidential Bldgs'),
    ('TWLO','Twilio Inc.','Technology','Computer Software: Prepackaged Software'),
    ('TWTR','Twitter Inc.','Technology','Computer Software: Programming Data Processing'),
    ('TWO','Two Harbors Investments Corp','Consumer Services','Real Estate Investment Trusts'),
    ('TWO^A','Two Harbors Investments Corp','n/a','n/a'),
    ('TWO^B','Two Harbors Investments Corp','n/a','n/a'),
    ('TYL','Tyler Technologies Inc.','Technology','Computer Software: Prepackaged Software'),
    ('TSN','Tyson Foods Inc.','Consumer Non-Durables','Meat/Poultry/Fish'),
    ('USB','U.S. Bancorp','Finance','Major Banks'),
    ('USB^A','U.S. Bancorp','Finance','Major Banks'),
    ('USB^H','U.S. Bancorp','n/a','n/a'),
    ('USB^M','U.S. Bancorp','n/a','n/a'),
    ('USB^O','U.S. Bancorp','n/a','n/a'),
    ('USPH','U.S. Physical Therapy Inc.','Health Care','Medical/Nursing Services'),
    ('SLCA','U.S. Silica Holdings Inc.','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('UBS','UBS AG','Finance','Major Banks'),
    ('UGI','UGI Corporation','Public Utilities','Natural Gas Distribution'),
    ('UGP','Ultrapar Participacoes S.A.','Public Utilities','Oil/Gas Transmission'),
    ('UMH','UMH Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('UMH^B','UMH Properties Inc.','n/a','n/a'),
    ('UMH^C','UMH Properties Inc.','n/a','n/a'),
    ('UA','Under Armour Inc.','Consumer Non-Durables','Apparel'),
    ('UAA','Under Armour Inc.','Consumer Non-Durables','Apparel'),
    ('UFI','Unifi Inc.','Consumer Non-Durables','Textiles'),
    ('UNF','Unifirst Corporation','Consumer Services','Other Consumer Services'),
    ('UN','Unilever NV','Basic Industries','Package Goods/Cosmetics'),
    ('UL','Unilever PLC','Basic Industries','Package Goods/Cosmetics'),
    ('UNP','Union Pacific Corporation','Transportation','Railroads'),
    ('UIS','Unisys Corporation','Technology','EDP Services'),
    ('UNT','Unit Corporation','Energy','Oil & Gas Production'),
    ('UAL','United Continental Holdings Inc.','Transportation','Air Freight/Delivery Services'),
    ('UDR','United Dominion Realty Trust Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('UMC','United Microelectronics Corporation','Technology','Semiconductors'),
    ('UPS','United Parcel Service Inc.','Transportation','Trucking Freight/Courier Services'),
    ('URI','United Rentals Inc.','Technology','Diversified Commercial Services'),
    ('USM','United States Cellular Corporation','Public Utilities','Telecommunications Equipment'),
    ('UZA','United States Cellular Corporation','Public Utilities','Telecommunications Equipment'),
    ('UZB','United States Cellular Corporation','Public Utilities','Telecommunications Equipment'),
    ('UZC','United States Cellular Corporation','Public Utilities','Telecommunications Equipment'),
    ('X','United States Steel Corporation','Basic Industries','Steel/Iron Ore'),
    ('UTX','United Technologies Corporation','Capital Goods','Aerospace'),
    ('UNH','UnitedHealth Group Incorporated','Health Care','Medical Specialities'),
    ('UTL','UNITIL Corporation','Public Utilities','Power Generation'),
    ('UNVR','Univar Inc.','Consumer Durables','Specialty Chemicals'),
    ('UVV','Universal Corporation','Consumer Services','Farming/Seeds/Milling'),
    ('UHT','Universal Health Realty Income Trust','Consumer Services','Real Estate Investment Trusts'),
    ('UHS','Universal Health Services Inc.','Health Care','Hospital/Nursing Management'),
    ('UVE','UNIVERSAL INSURANCE HOLDINGS INC','Finance','Property-Casualty Insurers'),
    ('UTI','Universal Technical Institute Inc','Consumer Services','Other Consumer Services'),
    ('UNM','Unum Group','Finance','Accident &Health Insurance'),
    ('UE','Urban Edge Properties','Finance','Real Estate'),
    ('UBA','Urstadt Biddle Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('UBP','Urstadt Biddle Properties Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('UBP^G','Urstadt Biddle Properties Inc.','n/a','n/a'),
    ('UBP^H','Urstadt Biddle Properties Inc.','n/a','n/a'),
    ('USFD','US Foods Holding Corp.','Consumer Non-Durables','Food Distributors'),
    ('USAC','USA Compression Partners LP','Public Utilities','Natural Gas Distribution'),
    ('USNA','USANA Health Sciences Inc.','Consumer Durables','Specialty Chemicals'),
    ('USDP','USD Partners LP','Transportation','Railroads'),
    ('USG','USG Corporation','Capital Goods','Building Materials'),
    ('BIF','USLIFE Income Fund Inc.','n/a','n/a'),
    ('VFC','V.F. Corporation','Consumer Non-Durables','Apparel'),
    ('EGY','Vaalco Energy Inc','Energy','Oil & Gas Production'),
    ('MTN','Vail Resorts Inc.','Consumer Services','Services-Misc. Amusement & Recreation'),
    ('VALE','VALE S.A.','Basic Industries','Precious Metals'),
    ('VALE.P','VALE S.A.','n/a','n/a'),
    ('VRX','Valeant Pharmaceuticals International Inc.','Health Care','Major Pharmaceuticals'),
    ('VLO','Valero Energy Corporation','Energy','Integrated oil Companies'),
    ('VLP','Valero Energy Partners LP','Energy','Natural Gas Distribution'),
    ('VHI','Valhi Inc.','Basic Industries','Major Chemicals'),
    ('VR','Validus Holdings Ltd.','Finance','Property-Casualty Insurers'),
    ('VR^A','Validus Holdings Ltd.','n/a','n/a'),
    ('VR^B','Validus Holdings Ltd.','n/a','n/a'),
    ('VLY','Valley National Bancorp','Finance','Major Banks'),
    ('VLY.WS','Valley National Bancorp','n/a','n/a'),
    ('VLY^A','Valley National Bancorp','Finance','Major Banks'),
    ('VLY^B','Valley National Bancorp','n/a','n/a'),
    ('VMI','Valmont Industries Inc.','Capital Goods','Metal Fabrications'),
    ('VVV','Valvoline Inc.','Basic Industries','Major Chemicals'),
    ('VNTV','Vantiv Inc.','Miscellaneous','Business Services'),
    ('VAR','Varian Medical Systems Inc.','Health Care','Biotechnology: Electromedical & Electrotherapeutic Apparatus'),
    ('VGR','Vector Group Ltd.','Consumer Non-Durables','Farming/Seeds/Milling'),
    ('VVC','Vectren Corporation','Public Utilities','Natural Gas Distribution'),
    ('VEC','Vectrus Inc.','Consumer Services','Diversified Commercial Services'),
    ('VEDL','Vedanta  Limited','Capital Goods','Metal Fabrications'),
    ('VEEV','Veeva Systems Inc.','Technology','Computer Software: Prepackaged Software'),
    ('VNTR','Venator Materials PLC','Basic Industries','Major Chemicals'),
    ('VTRB','Ventas Realty Limited Partnership // Ventas Capital Corporati','Consumer Services','Real Estate Investment Trusts'),
    ('VTR','Ventas Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('VER','VEREIT Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('VER^F','VEREIT Inc.','n/a','n/a'),
    ('PAY','Verifone Systems Inc.','Miscellaneous','Office Equipment/Supplies/Services'),
    ('VRTV','Veritiv Corporation','Consumer Services','Paper'),
    ('VZ','Verizon Communications Inc.','Public Utilities','Telecommunications Equipment'),
    ('VZA','Verizon Communications Inc.','Public Utilities','Telecommunications Equipment'),
    ('VET','Vermilion Energy Inc.','Energy','Oil & Gas Production'),
    ('VRS','Verso Corporation','Basic Industries','Paper'),
    ('VSM','Versum Materials Inc.','Basic Industries','Major Chemicals'),
    ('VVI','Viad Corp','Miscellaneous','Business Services'),
    ('VCO','Vina Concha Y Toro','Consumer Non-Durables','Beverages (Production/Distribution)'),
    ('VNCE','Vince Holding Corp.','Consumer Services','Clothing/Shoe/Accessory Stores'),
    ('VIPS','Vipshop Holdings Limited','Consumer Services','Catalog/Specialty Distribution'),
    ('ZTR','Virtus Global Dividend & Income Fund Inc.','n/a','n/a'),
    ('VGI','Virtus Global Multi-Sector Income Fund','n/a','n/a'),
    ('ZF','Virtus Total Return Fund Inc.','n/a','n/a'),
    ('V','Visa Inc.','Miscellaneous','Business Services'),
    ('VSH','Vishay Intertechnology Inc.','Capital Goods','Electrical Products'),
    ('VPG','Vishay Precision Group Inc.','Capital Goods','Electrical Products'),
    ('VSTO','Vista Outdoor Inc.','Capital Goods','Ordnance And Accessories'),
    ('VC','Visteon Corporation','Capital Goods','Auto Parts:O.E.M.'),
    ('VST','Vistra Energy Corp.','Public Utilities','Electric Utilities: Central'),
    ('VSI','Vitamin Shoppe Inc','Consumer Non-Durables','Food Chains'),
    ('VSLR','Vivint Solar Inc.','Capital Goods','Building Products'),
    ('VMW','Vmware Inc.','Technology','Computer Software: Prepackaged Software'),
    ('VOC','VOC Energy Trust','Energy','Oil & Gas Production'),
    ('VCRA','Vocera Communications Inc.','Consumer Durables','Telecommunications Equipment'),
    ('VG','Vonage Holdings Corp.','Public Utilities','Telecommunications Equipment'),
    ('VNO','Vornado Realty Trust','Consumer Services','Real Estate Investment Trusts'),
    ('VNO^G','Vornado Realty Trust','n/a','n/a'),
    ('VNO^I','Vornado Realty Trust','n/a','n/a'),
    ('VNO^K','Vornado Realty Trust','n/a','n/a'),
    ('VNO^L','Vornado Realty Trust','n/a','n/a'),
    ('VJET','voxeljet AG','Capital Goods','Industrial Machinery/Components'),
    ('IAE','Voya Asia Pacific High Dividend Equity Income Fund','n/a','n/a'),
    ('IHD','Voya Emerging Markets High Income Dividend Equity Fund','n/a','n/a'),
    ('VOYA','Voya Financial Inc.','Finance','Life Insurance'),
    ('IGA','Voya Global Advantage and Premium Opportunity Fund','n/a','n/a'),
    ('IGD','Voya Global Equity Dividend and Premium Opportunity Fund','n/a','n/a'),
    ('IDE','Voya Infrastructure Industrials and Materials Fund','n/a','n/a'),
    ('IID','Voya International High Dividend Equity Income Fund','n/a','n/a'),
    ('IRR','Voya Natural Resources Equity Income Fund','n/a','n/a'),
    ('PPR','Voya Prime Rate Trust','n/a','n/a'),
    ('VMC','Vulcan Materials Company','Basic Industries','Mining & Quarrying of Nonmetallic Minerals (No Fuels)'),
    ('WTI','W&T Offshore Inc.','Energy','Oil & Gas Production'),
    ('WPC','W.P. Carey Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('WRB','W.R. Berkley Corporation','Finance','Property-Casualty Insurers'),
    ('WRB^B','W.R. Berkley Corporation','n/a','n/a'),
    ('WRB^C','W.R. Berkley Corporation','n/a','n/a'),
    ('WRB^D','W.R. Berkley Corporation','n/a','n/a'),
    ('GRA','W.R. Grace & Co.','Basic Industries','Major Chemicals'),
    ('GWW','W.W. Grainger Inc.','Consumer Services','Office Equipment/Supplies/Services'),
    ('WNC','Wabash National Corporation','Capital Goods','Construction/Ag Equipment/Trucks'),
    ('WBC','Wabco Holdings Inc.','Capital Goods','Auto Manufacturing'),
    ('WDR','Waddell & Reed Financial Inc.','Finance','Investment Bankers/Brokers/Service'),
    ('WAGE','WageWorks Inc.','Miscellaneous','Business Services'),
    ('WD','Walker & Dunlop Inc.','Finance','Finance: Consumer Services'),
    ('WMT','Wal-Mart Stores Inc.','Consumer Services','Department/Specialty Retail Stores'),
    ('DIS','Walt Disney Company (The)','Consumer Services','Television Services'),
    ('WAC','Walter Investment Management Corp.','Finance','Finance: Consumer Services'),
    ('HCC','Warrior Met Coal Inc.','Energy','Coal Mining'),
    ('WPG','Washington Prime Group Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('WPG^H','Washington Prime Group Inc.','n/a','n/a'),
    ('WPG^I','Washington Prime Group Inc.','n/a','n/a'),
    ('WRE','Washington Real Estate Investment Trust','n/a','n/a'),
    ('WCN','Waste Connections Inc.','Public Utilities','Environmental Services'),
    ('WM','Waste Management Inc.','Public Utilities','Environmental Services'),
    ('WAT','Waters Corporation','Capital Goods','Biotechnology: Laboratory Analytical Instruments'),
    ('WSO','Watsco Inc.','Consumer Durables','Industrial Machinery/Components'),
    ('WSO.B','Watsco Inc.','n/a','n/a'),
    ('WTS','Watts Water Technologies Inc.','Capital Goods','Metal Fabrications'),
    ('W','Wayfair Inc.','Consumer Services','Catalog/Specialty Distribution'),
    ('WFT','Weatherford International plc','Energy','Metal Fabrications'),
    ('WBS','Webster Financial Corporation','Finance','Major Banks'),
    ('WBS^E','Webster Financial Corporation','n/a','n/a'),
    ('WEC','WEC Energy Group Inc.','Public Utilities','Power Generation'),
    ('WTW','Weight Watchers International Inc','Consumer Services','Other Consumer Services'),
    ('WRI','Weingarten Realty Investors','Consumer Services','Real Estate Investment Trusts'),
    ('WMK','Weis Markets Inc.','Consumer Services','Food Chains'),
    ('WBT','Welbilt Inc.','Technology','Industrial Machinery/Components'),
    ('WCG','WellCare Health Plans Inc.','Health Care','Medical Specialities'),
    ('WFC','Wells Fargo & Company','Finance','Major Banks'),
    ('WFC.WS','Wells Fargo & Company','n/a','n/a'),
    ('WFC^J','Wells Fargo & Company','n/a','n/a'),
    ('WFC^L','Wells Fargo & Company','n/a','n/a'),
    ('WFC^N','Wells Fargo & Company','n/a','n/a'),
    ('WFC^O','Wells Fargo & Company','n/a','n/a'),
    ('WFC^P','Wells Fargo & Company','n/a','n/a'),
    ('WFC^Q','Wells Fargo & Company','n/a','n/a'),
    ('WFC^R','Wells Fargo & Company','n/a','n/a'),
    ('WFC^T','Wells Fargo & Company','n/a','n/a'),
    ('WFC^V','Wells Fargo & Company','n/a','n/a'),
    ('WFC^W','Wells Fargo & Company','n/a','n/a'),
    ('WFC^X','Wells Fargo & Company','n/a','n/a'),
    ('WFC^Y','Wells Fargo & Company','n/a','n/a'),
    ('WFE^A','Wells Fargo & Company','n/a','n/a'),
    ('EOD','Wells Fargo Global Dividend Opportunity Fund','n/a','n/a'),
    ('HCN','Welltower Inc.','Consumer Services','Real Estate Investment Trusts'),
    ('HCN^I','Welltower Inc.','n/a','n/a'),
    ('WAIR','Wesco Aircraft Holdings Inc.','Capital Goods','Wholesale Distributors'),
    ('WCC','WESCO International Inc.','Consumer Non-Durables','Telecommunications Equipment'),
    ('WST','West Pharmaceutical Services Inc.','Basic Industries','Specialty Chemicals'),
    ('WR','Westar Energy Inc.','Public Utilities','Power Generation'),
    ('WAL','Western Alliance Bancorporation','Finance','Major Banks'),
    ('WALA','Western Alliance Bancorporation','Finance','Major Banks'),
    ('WEA','Western Asset Bond Fund','n/a','n/a'),
    ('TLI','Western Asset Corporate Loan Fund Inc','n/a','n/a'),
    ('EMD','Western Asset Emerging Markets Debt Fund Inc','n/a','n/a'),
    ('GDO','Western Asset Global Corporate Defined Opportunity Fund Inc.','n/a','n/a'),
    ('EHI','Western Asset Global High Income Fund Inc','n/a','n/a'),
    ('HIX','Western Asset High Income Fund II Inc.','n/a','n/a'),
    ('HIO','Western Asset High Income Opportunity Fund Inc.','n/a','n/a'),
    ('HYI','Western Asset High Yield Defined Opportunity Fund Inc.','n/a','n/a'),
    ('SBI','Western Asset Intermediate Muni Fund Inc','n/a','n/a'),
    ('IGI','Western Asset Investment Grade Defined Opportunity Trust Inc.','n/a','n/a'),
    ('MMU','Western Asset Managed Municipals Fund Inc.','n/a','n/a'),
    ('WMC','Western Asset Mortgage Capital Corporation','Consumer Services','Real Estate Investment Trusts'),
    ('DMO','Western Asset Mortgage Defined Opportunity Fund Inc','n/a','n/a'),
    ('MTT','Western Asset Municipal Defined Opportunity Trust Inc','n/a','n/a'),
    ('MHF','Western Asset Municipal High Income Fund Inc.','n/a','n/a'),
    ('MNP','Western Asset Municipal Partners Fund Inc.','n/a','n/a'),
    ('GFY','Western Asset Variable Rate Strategic Fund Inc.','n/a','n/a'),
    ('WIW','Western Asset/Claymore U.S Treasury Inflation Prot Secs Fd 2','n/a','n/a'),
    ('WIA','Western Asset/Claymore U.S. Treasury Inflation Prot Secs Fd','n/a','n/a'),
    ('WGP','Western Gas Equity Partners LP','Public Utilities','Natural Gas Distribution'),
    ('WES','Western Gas Partners LP','Public Utilities','Natural Gas Distribution'),
    ('WU','Western Union Company (The)','Miscellaneous','Business Services'),
    ('WAB','Westinghouse Air Brake Technologies Corporation','Capital Goods','Railroads'),
    ('WLK','Westlake Chemical Corporation','Basic Industries','Major Chemicals'),
    ('WLKP','Westlake Chemical Partners LP','Basic Industries','Major Chemicals'),
    ('WMLP','Westmoreland Resource Partners LP','Energy','Coal Mining'),
    ('WBK','Westpac Banking Corporation','Finance','Commercial Banks'),
    ('WRK','Westrock Company','Consumer Durables','Containers/Packaging'),
    ('WHG','Westwood Holdings Group Inc','Finance','Investment Managers'),
    ('WEX','WEX Inc.','Miscellaneous','Business Services'),
    ('WY','Weyerhaeuser Company','Consumer Services','Real Estate Investment Trusts'),
    ('WGL','WGL Holdings Inc','Public Utilities','Oil/Gas Transmission'),
    ('WPM','Wheaton Precious Metals Corp.','Basic Industries','Precious Metals'),
    ('WHR','Whirlpool Corporation','Consumer Durables','Consumer Electronics/Appliances'),
    ('WTM','White Mountains Insurance Group Ltd.','Finance','Property-Casualty Insurers'),
    ('WSR','Whitestone REIT','Consumer Services','Real Estate Investment Trusts'),
    ('WLL','Whiting Petroleum Corporation','Energy','Oil & Gas Production'),
    ('WOW','WideOpenWest Inc.','Consumer Services','Television Services'),
    ('WRD','WildHorse Resource Development Corporation','Energy','Oil & Gas Production'),
    ('WG','Willbros Group Inc.','Energy','Oilfield Services/Equipment'),
    ('WMB','Williams Companies Inc. (The)','Public Utilities','Natural Gas Distribution'),
    ('WPZ','Williams Partners LP','Public Utilities','Natural Gas Distribution'),
    ('WSM','Williams-Sonoma Inc.','Consumer Services','Home Furnishings'),
    ('WGO','Winnebago Industries Inc.','Consumer Non-Durables','Homebuilding'),
    ('WIT','Wipro Limited','Technology','EDP Services'),
    ('WNS','WNS (Holdings) Limited','Miscellaneous','Business Services'),
    ('WWW','Wolverine World Wide Inc.','Consumer Non-Durables','Shoe Manufacturing'),
    ('WF','Woori Bank','Finance','Commercial Banks'),
    ('WK','Workiva Inc.','Technology','Computer Software: Prepackaged Software'),
    ('INT','World Fuel Services Corporation','Energy','Oil Refining/Marketing'),
    ('WWE','World Wrestling Entertainment Inc.','Consumer Services','Movies/Entertainment'),
    ('WOR','Worthington Industries Inc.','Capital Goods','Steel/Iron Ore'),
    ('WPX','WPX Energy Inc.','Energy','Oil & Gas Production'),
    ('WPXP','WPX Energy Inc.','Energy','Oil & Gas Production'),
    ('WYN','Wyndham Worldwide Corp','Consumer Services','Hotels/Resorts'),
    ('XFLT','XAI Octagon Floating Rate & Alternative Income Term Trust','n/a','n/a'),
    ('XEL','Xcel Energy Inc.','Public Utilities','Power Generation'),
    ('XHR','Xenia Hotels & Resorts Inc.','Consumer Services','Hotels/Resorts'),
    ('XRM','Xerium Technologies Inc.','Basic Industries','Textiles'),
    ('XRX','Xerox Corporation','Technology','Computer peripheral equipment'),
    ('XIN','Xinyuan Real Estate Co Ltd','Basic Industries','Homebuilding'),
    ('XL','XL Group Ltd.','Finance','Property-Casualty Insurers'),
    ('XOXO','XO Group Inc.','Consumer Services','Other Consumer Services'),
    ('XPO','XPO Logistics Inc.','Consumer Services','Transportation Services'),
    ('XYL','Xylem Inc.','Capital Goods','Fluid Controls'),
    ('AUY','Yamana Gold Inc.','Basic Industries','Precious Metals'),
    ('YELP','Yelp Inc.','Consumer Services','Other Consumer Services'),
    ('YEXT','Yext Inc.','Technology','EDP Services'),
    ('YGE','Yingli Green Energy Holding Company Limited','Technology','Semiconductors'),
    ('YRD','Yirendai Ltd.','Finance','Finance: Consumer Services'),
    ('YPF','YPF Sociedad Anonima','Energy','Integrated oil Companies'),
    ('YUMC','Yum China Holdings Inc.','Consumer Services','Restaurants'),
    ('YUM','Yum! Brands Inc.','Consumer Services','Restaurants'),
    ('YUME','YuMe Inc.','Technology','Advertising'),
    ('ZAYO','Zayo Group Holdings Inc.','Public Utilities','Telecommunications Equipment'),
    ('ZEN','Zendesk Inc.','Technology','EDP Services'),
    ('ZBH','Zimmer Biomet Holdings Inc.','Health Care','Industrial Specialties'),
    ('ZB^A','Zions Bancorporation','n/a','n/a'),
    ('ZB^G','Zions Bancorporation','n/a','n/a'),
    ('ZB^H','Zions Bancorporation','n/a','n/a'),
    ('ZBK','Zions Bancorporation','Finance','Major Banks'),
    ('ZOES','Zoe's Kitchen Inc.','Consumer Services','Restaurants'),
    ('ZTS','Zoetis Inc.','Health Care','Major Pharmaceuticals'),
    ('ZTO','ZTO Express (Cayman) Inc.','Transportation','Trucking Freight/Courier Services'),
    ('ZYME','Zymeworks Inc.','Health Care','Major Pharmaceuticals');

commit;