Aggregated Cluster Definitions
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1 Aggregated Cluster Definitions To minimize the problems caused by data suppression in the nationwide county analysis, the research team revised the six-digit cluster definitions to use three-digit NAICS sectors wherever possible, minimizing reliance upon more-detailed NAICS levels as much as possible. The following list provides these definitions for each of the 17 clusters. NAICS Code ADVANCED MATERIALS Clay and ceramic and refractory minerals mining Rubber and plastics footwear manufacturing Coated and laminated packaging paper and plastics film manufacturing All other converted paper product manufacturing Petroleum lubricating oil and grease manufacturing 3251 Basic chemical manufacturing 3252 Resin, synthetic rubber, and artificial synthetic fibers and filaments manufacturing Pesticide and other agricultural chemical manufacturing 3254 Pharmaceutical and medicine manufacturing (except ) 3255 Paint, coating, and adhesive manufacturing 3256 Soap, cleaning compound, and toilet preparation manufacturing Plastics packaging film and sheet (including laminated) manufacturing Unlaminated plastics film and sheet (except packaging) manufacturing Unlaminated plastics profile shape manufacturing Polystyrene foam product manufacturing All other plastics product manufacturing Other rubber product manufacturing Vitreous china, fine earthenware, and other pottery product manufacturing Porcelain electrical supply manufacturing Clay refractory manufacturing Nonclay refractory manufacturing Gypsum product manufacturing Abrasive product manufacturing Ground or treated mineral and earth manufacturing Mineral wool manufacturing 3311 Iron and steel mills and ferroalloy manufacturing 3312 Steel product manufacturing from purchased steel 3313 Alumina and aluminum production and processing (except ) 3314 Nonferrous metal (except aluminum) production and processing 3315 Foundries Iron and steel forging Metal stamping I-32
2 NAICS Code ADVANCED MATERIALS Powder metallurgy part manufacturing Plate work manufacturing Sheet metal work manufacturing Other fabricated wire product manufacturing Machine shops Metal coating, engraving (except jewelry and silverware), and allied services to manufacturers Electroplating, plating, polishing, anodizing, and coloring Industrial valve manufacturing Ball and roller bearing manufacturing Other ordnance and accessories manufacturing Industrial pattern manufacturing All other miscellaneous fabricated metal product manufacturing All other industrial machinery manufacturing Office machinery manufacturing Other commercial and service industry machinery manufacturing 3335 Metalworking machinery manufacturing (except , 6) Air and gas compressor manufacturing Other computer peripheral equipment manufacturing Radio and television broadcasting and wireless communications equipment manufacturing Other communications equipment manufacturing 3344 Semiconductor and other electronic component manufacturing 3345 Navigational, measuring, electromedical, and control instruments manufacturing (except , 8) Electric lamp bulb and part manufacturing Relay and industrial control manufacturing Fiber optic cable manufacturing Current-carrying wiring device manufacturing Other motor vehicle electrical and electronic equipment manufacturing All other motor vehicle parts manufacturing Other guided missile and space vehicle parts and auxiliary equipment manufacturing Laboratory apparatus and furniture manufacturing Surgical and medical instrument manufacturing Surgical appliance and supplies manufacturing Gasket, packing, and sealing device manufacturing Testing laboratories 5417 Scientific research and development services NAICS Code AGRIBUSINESS, FOOD PROCESSING AND TECHNOLOGY 111 Crop production 112 Animal production I-33
3 NAICS Code AGRIBUSINESS, FOOD PROCESSING AND TECHNOLOGY 1141 Fishing 1151 Support activities for crop production 1152 Support activities for animal production 311 Food manufacturing 312 Beverage and tobacco product manufacturing 3253 Pesticide, fertilizer, and other agricultural chemical manufacturing Agricultural implement manufacturing Food product machinery manufacturing Farm and garden machinery and equipment merchant wholesalers 4245 Farm product raw material merchant wholesalers Farm supplies merchant wholesalers NAICS Code APPAREL AND TEXTILES CLUSTER 313 Textile mills 314 Textile product mills 315 Apparel manufacturing Commercial screen printing Synthetic dye and pigment manufacturing Artificial and synthetic fibers and filaments manufacturing Abrasive product manufacturing Mattress manufacturing Upholstered household furniture manufacturing Fastener, button, needle, and pin manufacturing 4243 Apparel, piece goods, and notions merchant wholesalers (except 42434) Graphic design services Other specialized design services Media representatives Display advertising Direct mail advertising Advertising material distribution services Other services related to advertising NAICS Code ARTS, ENTERTAINMENT, RECREATION AND VISITOR INDUSTRIES Sporting and athletic goods manufacturing Doll, toy, and game manufacturing Sporting and recreational goods and supplies merchant wholesalers 487 Scenic and sightseeing transportation 512 Motion picture and sound recording industries I-34
4 NAICS Code ARTS, ENTERTAINMENT, RECREATION AND VISITOR INDUSTRIES 515 Broadcasting (except internet) 5615 Travel arrangement and reservation services 711 Performing arts, spectator sports, and related industries 712 Museums, historical sites, and similar institutions 713 Amusement, gambling, and recreation industries 7211 Traveler accommodation 7212 Rv (recreational vehicle) parks and recreational camps NAICS Code BIOMEDICAL/BIOTECHNICAL (LIFE SCIENCES) 3254 Pharmaceutical and medicine manufacturing Optical instrument and lens manufacturing Electromedical and electrotherapeutic apparatus manufacturing Analytical laboratory instrument manufacturing Irradiation apparatus manufacturing 3391 Medical equipment and supplies manufacturing Medical, dental, and hospital equipment and supplies merchant wholesalers 446 Health and personal care stores 5417 Scientific research and development services Hazardous waste collection Hazardous waste treatment and disposal 621 Ambulatory health care services (except 6211, 6212, 6213) NAICS Code BUSINESS AND FINANCIAL SERVICES CLUSTER Digital printing Manifold business forms printing 518 Internet service providers, web search portals, and data processing services 5222 Nondepository credit intermediation 5223 Activities related to credit intermediation 523 Securities, commodity contracts, and other financial investments and related activities 524 Insurance carriers and related activities 525 Funds, trusts, and other financial vehicles 5313 Activities related to real estate (except ) 533 Lessors of nonfinancial intangible assets (except copyrighted works) 5411 Legal services 5412 Accounting, tax preparation, bookkeeping, and payroll services 5413 Architectural, engineering, and related services 5414 Specialized design services 5415 Computer systems design and related services 5416 Management, scientific, and technical consulting services I-35
5 NAICS Code BUSINESS AND FINANCIAL SERVICES CLUSTER 5418 Advertising and related services Marketing research and public opinion polling Commercial photography NAICS Code CHEMICALS 325 Chemical manufacturing 326 Plastics and rubber products manufacturing 327 Nonmetallic mineral product manufacturing 4246 Chemical and allied products merchant wholesalers 4247 Petroleum and petroleum products merchant wholesalers NAICS Code DEFENSE AND SECURITY Uranium-radium-vanadium ore mining Power and communication line and related structures construction Explosives manufacturing Fluid power valve and hose fitting manufacturing Small arms ammunition manufacturing Ammunition (except small arms) manufacturing Small arms manufacturing Other ordnance and accessories manufacturing Other communications equipment manufacturing Search, detection, navigation, guidance, aeronautical, and nautical system and instrument manufacturing 3364 Aerospace product and parts manufacturing 3366 Ship and boat building Military armored vehicle, tank, and tank component manufacturing Surgical appliance and supplies manufacturing 4231 Motor vehicle and motor vehicle parts and supplies merchant wholesalers Transportation equipment and supplies (except motor vehicle) merchant wholesalers 5415 Computer systems design and related services Research and development in the physical, engineering, and life sciences 5616 Investigation and security services Other personal and household goods repair and maintenance 922 Justice, public order, and safety activities Regulation and administration of transportation programs 927 Space research and technology 928 National security and international affairs I-36
6 NAICS Code EDUCATION AND KNOWLEDGE CREATION 611 Educational services Newspaper publishers Periodical publishers Book publishers 516 Internet publishing and broadcasting 519 Other information services NAICS Code ENERGY (FOSSIL AND RENEWABLE) 211 Oil and gas extraction 2121 Coal mining 213 Support activities for mining (except ) Uranium-radium-vanadium ore mining 2211 Electric power generation, transmission and distribution 2212 Natural gas distribution Steam and air-conditioning supply 2371 Utility system construction 2379 Other heavy and civil engineering construction (includes dams and hydroelectric facilities) Electrical contractors Plumbing, heating, and air-conditioning contractors Petroleum refineries All other petroleum and coal products manufacturing Petrochemical manufacturing Industrial gas manufacturing Gum and wood chemical manufacturing (include coke and charcoal) Cyclic crude and intermediate manufacturing Ethyl alcohol manufacturing (includes ethanol manuf.) Power boiler and heat exchanger manufacturing Metal tank (heavy gauge) manufacturing Mining and oil and gas field machinery manufacturing Heating equipment (except warm air furnaces) manufacturing (includes solar and hydronic heating equipment manufacturing) Turbine and turbine generator set units manufacturing Semiconductor and related device manufacturing Other measuring and controlling device manufacturing 3353 Electrical equipment manufacturing 3359 Other electrical equipment and component manufacturing Coal and other mineral and ore merchant wholesalers Electrical apparatus and equipment, wiring supplies, and related equipment merchant wholesalers Other electronic parts and equipment merchant wholesalers Plumbing and heating equipment and supplies (hydronics) merchant wholesalers I-37
7 NAICS Code ENERGY (FOSSIL AND RENEWABLE) 4247 Petroleum and petroleum products merchant wholesalers 447 Gasoline stations Fuel dealers 486 Pipeline transportation Miscellaneous intermediation (includes mineral and oil royalties dealing) Miscellaneous financial investment activities (includes oil and gas lease brokers) Construction, mining, and forestry machinery and equipment rental and leasing 533 Lessors of nonfinancial intangible assets (except copyrighted works) Engineering services Geophysical surveying and mapping services Testing laboratories Environmental consulting services Other scientific and technical consulting services Research and development in the physical, engineering, and life sciences Regulation and administration of communications, electric, gas, and other utilities NAICS Code FOREST AND WOOD PRODUCTS 113 Forestry and logging 1153 Support activities for forestry Framing contractors Siding contractors Flooring contractors Finish carpentry contractors Roofing contractors 321 Wood product manufacturing 322 Paper manufacturing Books printing Gum and wood chemical manufacturing 3255 Paint, coating, and adhesive manufacturing Abrasive product manufacturing Saw blade and handsaw manufacturing Sawmill and woodworking machinery manufacturing Paper industry machinery manufacturing Power-driven handtool manufacturing 337 Furniture and related product manufacturing (except , , ) Musical instrument manufacturing Burial casket manufacturing 4232 Furniture and home furnishing merchant wholesalers 4233 Lumber and other construction materials merchant wholesalers I-38
8 NAICS Code GLASS AND CERAMICS 3271 Clay product and refractory manufacturing 3272 Glass and glass product manufacturing 3273 Cement and concrete product manufacturing Ground or treated mineral and earth manufacturing All other miscellaneous nonmetallic mineral product manufacturing 3328 Coating, engraving, heat treating, and allied activities NAICS Code INFORMATION TECHNOLOGY AND TELECOMMUNICATIONS Electrical contractors Mechanical power transmission equipment manufacturing Semiconductor machinery manufacturing 3341 Computer and peripheral equipment manufacturing 3342 Communications equipment manufacturing 3343 Audio and video equipment manufacturing 3344 Semiconductor and other electronic component manufacturing Automatic environmental control manufacturing for residential, commercial, and appliance use Instruments and related products manufacturing for measuring, displaying, and controlling industrial process variables Instrument manufacturing for measuring and testing electricity and electrical signals Analytical laboratory instrument manufacturing Watch, clock, and part manufacturing 3346 Manufacturing and reproducing magnetic and optical media 3353 Electrical equipment manufacturing 3359 Other electrical equipment and component manufacturing Computer and computer peripheral equipment and software merchant wholesalers Other electronic parts and equipment merchant wholesalers 5112 Software publishers 517 Telecommunications (except 5175) 518 Internet service providers, web search portals, and data processing services 5415 Computer systems design and related services Other management consulting services 5417 Scientific research and development services Regulation and administration of communications, electric, gas, and other utilities NAICS Code MANUFACTURING SUPERCLUSTER 331 Primary metal manufacturing 332 Fabricated metal product manufacturing (except , 3, 4, 5) 333 Machinery manufacturing 334 Computer and electronic product manufacturing 335 Electrical equip, appliance and component manufacturing I-39
9 NAICS Code MANUFACTURING SUPERCLUSTER 336 Transportation equipment manufacturing NAICS Code MINING 2122 Metal ore mining 2123 Nonmetallic mineral mining and quarrying Support activities for metal mining Support activities for nonmetallic minerals 482 Rail transportation Construction, mining, and forestry machinery and equipment rental and leasing NAICS Code PRINTING AND PUBLISHING 323 Printing and related support activities Printing ink manufacturing Sign manufacturing 511 Publishing industries (except Internet) Radio broadcasting Cable and other subscription programming 516 Internet publishing and broadcasting News syndicates All other information services Graphic design services Marketing consulting services 5418 Advertising and related services Marketing research and public opinion polling Commercial photography NAICS Code TRANSPORTATION AND LOGISTICS 481 Air transportation 482 Rail transportation 483 Water transportation 484 Truck transportation Commuter rail systems 4855 Charter bus industry All other ground passenger transportation 486 Pipeline transportation 488 Support activities for transportation 492 Couriers and messengers 493 Warehousing and storage I-40
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