The purpose of this analysis is to identify the completeness of cluster data previously obtained for MCORES work for the purpose of applying a similar cluster analysis approach to the D1 region.
Traded Employment Cluster summaries for each county in D1 downloaded from Clustermapping.us website and processed to exact “strong” clusters for each county
| Charlotte County | Hospitality and Tourism |
| Financial Services | |
| Construction Products and Services | |
| Marketing, Design, and Publishing | |
| Nonmetal Mining | |
| Environmental Services | |
| Performing Arts | |
| Communications Equipment and Services | |
| Leather and Related Products | |
| Collier County | Hospitality and Tourism |
| Medical Devices | |
| Financial Services | |
| Marketing, Design, and Publishing | |
| Performing Arts | |
| De Soto County | Distribution and Electronic Commerce |
| Vulcanized and Fired Materials | |
| Agricultural Inputs and Services | |
| Forestry | |
| Glades County | Agricultural Inputs and Services |
| Hardee County | Distribution and Electronic Commerce |
| Nonmetal Mining | |
| Agricultural Inputs and Services | |
| Electric Power Generation and Transmission | |
| Recreational and Small Electric Goods | |
| Hendry County | Food Processing and Manufacturing |
| Distribution and Electronic Commerce | |
| Construction Products and Services | |
| Agricultural Inputs and Services | |
| Highlands County | Business Services |
| Hospitality and Tourism | |
| Agricultural Inputs and Services | |
| Financial Services | |
| Downstream Chemical Products | |
| Medical Devices | |
| Performing Arts | |
| Lee County | Business Services |
| Hospitality and Tourism | |
| Transportation and Logistics | |
| Marketing, Design, and Publishing | |
| Lighting and Electrical Equipment | |
| Performing Arts | |
| Communications Equipment and Services | |
| Business Services | |
| Hospitality and Tourism | |
| Transportation and Logistics | |
| Marketing, Design, and Publishing | |
| Lighting and Electrical Equipment | |
| Performing Arts | |
| Communications Equipment and Services | |
| Manatee County | Agricultural Inputs and Services |
| Water Transportation | |
| Communications Equipment and Services | |
| Furniture | |
| Leather and Related Products | |
| Okeechobee County | Hospitality and Tourism |
| Distribution and Electronic Commerce | |
| Transportation and Logistics | |
| Agricultural Inputs and Services | |
| Downstream Chemical Products | |
| Marketing, Design, and Publishing | |
| Polk County | Distribution and Electronic Commerce |
| Insurance Services | |
| Printing Services | |
| Sarasota County | Business Services |
| Downstream Metal Products | |
| Financial Services | |
| Marketing, Design, and Publishing | |
| Performing Arts | |
| Medical Devices |
| Cluster Name | Cluster in D1 | Cluster in MCORES Dataset |
|---|---|---|
| Agricultural Inputs and Services | yes | yes |
| Business Services | yes | yes |
| Communications Equipment and Services | yes | yes |
| Construction Products and Services | yes | no |
| Distribution and Electronic Commerce | yes | yes |
| Downstream Chemical Products | yes | no |
| Downstream Metal Products | yes | no |
| Electric Power Generation and Transmission | yes | no |
| Environmental Services | yes | no |
| Financial Services | yes | no |
| Food Processing and Manufacturing | yes | no |
| Forestry | yes | no |
| Furniture | yes | no |
| Hospitality and Tourism | yes | yes |
| Insurance Services | yes | yes |
| Leather and Related Products | yes | no |
| Lighting and Electrical Equipment | yes | no |
| Marketing, Design, and Publishing | yes | yes |
| Medical Devices | yes | no |
| Nonmetal Mining | yes | no |
| Performing Arts | yes | yes |
| Printing Services | yes | yes |
| Recreational and Small Electric Goods | yes | no |
| Transportation and Logistics | yes | yes |
| Vulcanized and Fired Materials | yes | no |
| Water Transportation | yes | yes |
The following list identifies the additional clusters and associated NAICS categories needed to represent all significant traded employment clusters within all D1 counties.
| Cluster Name | NAICS Name | NAICS 6-Digit Code |
|---|---|---|
| Construction Products and Services | Industrial Building Construction | 236210 |
| Oil and Gas Pipeline and Related Structures Construction | 237120 | |
| Power and Communication Line and Related Structures Construction | 237130 | |
| Other Heavy and Civil Engineering Construction | 237990 | |
| Water Supply and Irrigation Systems | 221310 | |
| Steam and Air-Conditioning Supply | 221330 | |
| Power Boiler and Heat Exchanger Manufacturing | 332410 | |
| Metal Tank (Heavy Gauge) Manufacturing | 332420 | |
| Plumbing Fixture Fitting and Trim Manufacturing | 332913 | |
| Fabricated Pipe and Pipe Fitting Manufacturing | 332996 | |
| Cement Manufacturing | 327310 | |
| Concrete Block and Brick Manufacturing | 327331 | |
| Concrete Pipe Manufacturing | 327332 | |
| Lime Manufacturing | 327410 | |
| Gypsum Product Manufacturing | 327420 | |
| Cut Stone and Stone Product Manufacturing | 327991 | |
| Mineral Wool Manufacturing | 327993 | |
| All Other Miscellaneous Nonmetallic Mineral Product Manufacturing | 327999 | |
| Asphalt Paving Mixture and Block Manufacturing | 324121 | |
| Asphalt Shingle and Coating Materials Manufacturing | 324122 | |
| Downstream Chemical Products | Soap and Other Detergent Manufacturing | 325611 |
| Polish and Other Sanitation Good Manufacturing | 325612 | |
| Surface Active Agent Manufacturing | 325613 | |
| Toilet Preparation Manufacturing | 325620 | |
| Adhesive Manufacturing | 325520 | |
| Custom Compounding of Purchased Resins | 325991 | |
| Photographic Film, Paper, Plate, and Chemical Manufacturing | 325992 | |
| All Other Miscellaneous Chemical Product and Preparation Manufacturing | 325998 | |
| Inorganic Dye and Pigment Manufacturing | 325131 | |
| Synthetic Organic Dye and Pigment Manufacturing | 325132 | |
| Paint and Coating Manufacturing | 325510 | |
| Explosives Manufacturing | 325920 | |
| Petroleum Lubricating Oil and Grease Manufacturing | 324191 | |
| Downstream Metal Products | Cutlery and Flatware (except Precious) Manufacturing | 332211 |
| Saw Blade and Handsaw Manufacturing | 332213 | |
| Kitchen Utensil, Pot, and Pan Manufacturing | 332214 | |
| Metal Window and Door Manufacturing | 332321 | |
| Ornamental and Architectural Metal Work Manufacturing | 332323 | |
| Hardware Manufacturing | 332510 | |
| Enameled Iron and Metal Sanitary Ware Manufacturing | 332998 | |
| All Other Miscellaneous Fabricated Metal Product Manufacturing | 332999 | |
| Small Arms Ammunition Manufacturing | 332992 | |
| Ammunition (except Small Arms) Manufacturing | 332993 | |
| Small Arms Manufacturing | 332994 | |
| Other Ordnance and Accessories Manufacturing | 332995 | |
| Prefabricated Metal Building and Component Manufacturing | 332311 | |
| Fabricated Structural Metal Manufacturing | 332312 | |
| Metal Can Manufacturing | 332431 | |
| Other Metal Container Manufacturing | 332439 | |
| Electric Power Generation and Transmission | Fossil Fuel Electric Power Generation | 221112 |
| Hydroelectric Power Generation | 221111 | |
| Nuclear Electric Power Generation | 221113 | |
| Other Electric Power Generation | 221119 | |
| Electric Bulk Power Transmission and Control | 221121 | |
| Environmental Services | Hazardous Waste Collection | 562112 |
| Other Waste Collection | 562119 | |
| Hazardous Waste Treatment and Disposal | 562211 | |
| Solid Waste Combustors and Incinerators | 562213 | |
| Other Nonhazardous Waste Treatment and Disposal | 562219 | |
| Materials Recovery Facilities | 562920 | |
| All Other Miscellaneous Waste Management Services | 562998 | |
| Financial Services | Miscellaneous Intermediation | 523910 |
| Portfolio Management | 523920 | |
| Investment Advice | 523930 | |
| Trust, Fiduciary, and Custody Activities | 523991 | |
| Miscellaneous Financial Investment Activities | 523999 | |
| Open-End Investment Funds | 525910 | |
| Other Financial Vehicles | 525990 | |
| Savings Institutions | 522120 | |
| Other Depository Credit Intermediation | 522190 | |
| Credit Card Issuing | 522210 | |
| Sales Financing | 522220 | |
| Consumer Lending | 522291 | |
| Real Estate Credit | 522292 | |
| International Trade Financing | 522293 | |
| Secondary Market Financing | 522294 | |
| All Other Nondepository Credit Intermediation | 522298 | |
| Financial Transactions Processing, Reserve, and Clearinghouse Activities | 522320 | |
| Other Activities Related to Credit Intermediation | 522390 | |
| Credit Bureaus | 561450 | |
| Monetary Authorities - Central Bank | 521110 | |
| Mortgage and Nonmortgage Loan Broakers | 522310 | |
| Investment Banking and Securities Dealing | 523110 | |
| Securities Brokerage | 523120 | |
| Commodity Contracts Dealing | 523130 | |
| Commodity Contracts Brokerage | 523140 | |
| Securities and Commodity Exchanges | 523210 | |
| Food Processing and Manufacturing | Frozen Specialty Food Manufacturing | 311412 |
| Specialty Canning | 311422 | |
| Flavoring Syrup and Concentrate Manufacturing | 311930 | |
| Mayonnaise, Dressing, and Other Prepared Sauce Manufacturing | 311941 | |
| Spice and Extract Manufacturing | 311942 | |
| Perishable Prepared Food Manufacturing | 311991 | |
| All Other Miscellaneous Food Manufacturing | 311999 | |
| Flour Milling | 311211 | |
| Breakfast Cereal Manufacturing | 311230 | |
| Frozen Cakes, Pies, and Other Pastries Manufacturing | 311813 | |
| Cookie and Cracker Manufacturing | 311821 | |
| Flour Mixes and Dough Manufacturing from Purchased Flour | 311822 | |
| Dry Pasta Manufacturing | 311823 | |
| Tortilla Manufacturing | 311830 | |
| Other Snack Food Manufacturing | 311919 | |
| Chocolate and Confectionery Manufacturing from Cacao Beans | 311320 | |
| Confectionery Manufacturing from Purchased Chocolate | 311330 | |
| Nonchocolate Confectionery Manufacturing | 311340 | |
| Coffee and Tea Manufacturing | 311920 | |
| Frozen Fruit, Juice, and Vegetable Manufacturing | 311411 | |
| Fruit and Vegetable Canning | 311421 | |
| Dried and Dehydrated Food Manufacturing | 311423 | |
| Roasted Nuts and Peanut Butter Manufacturing | 311911 | |
| Fluid Milk Manufacturing | 311511 | |
| Creamery Butter Manufacturing | 311512 | |
| Cheese Manufacturing | 311513 | |
| Dry, Condensed, and Evaporated Dairy Product Manufacturing | 311514 | |
| Ice Cream and Frozen Dessert Manufacturing | 311520 | |
| Dog and Cat Food Manufacturing | 311111 | |
| Other Animal Food Manufacturing | 311119 | |
| Soft Drink Manufacturing | 312111 | |
| Bottled Water Manufacturing | 312112 | |
| Ice Manufacturing | 312113 | |
| Malt Manufacturing | 311213 | |
| Breweries | 312120 | |
| Distilleries | 312140 | |
| Wineries | 312130 | |
| Rice Milling | 311212 | |
| Wet Corn Milling | 311221 | |
| Soybean Processing | 311222 | |
| Other Oilseed Processing | 311223 | |
| Fats and Oils Refining and Blending | 311225 | |
| Sugarcane Mills | 311311 | |
| Cane Sugar Refining | 311312 | |
| Beet Sugar Manufacturing | 311313 | |
| Grain and Field Bean Merchant Wholesalers | 424510 | |
| Glass Container Manufacturing | 327213 | |
| Forestry | Timber Tract Operations | 113110 |
| Forest Nurseries & Gathering Forest Products | 113210 | |
| Logging | 113310 | |
| Forestry Support Activities | 115310 | |
| Furniture | Upholstered Household Furniture Manufacturing | 337121 |
| Nonupholstered Wood Household Furniture Manufacturing | 337122 | |
| Metal Household Furniture Manufacturing | 337124 | |
| Household Furniture (except Wood and Metal) Manufacturing | 337125 | |
| Mattress Manufacturing | 337910 | |
| Institutional Furniture Manufacturing | 337127 | |
| Wood Office Furniture Manufacturing | 337211 | |
| Office Furniture (except Wood) Manufacturing | 337214 | |
| Wood Kitchen Cabinet and Countertop Manufacturing | 337110 | |
| Wood Television, Radio, and Sewing Machine Cabinet Manufacturing | 337129 | |
| Showcase, Partition, Shelving, and Locker Manufacturing | 337215 | |
| Manufactured Home (Mobile Home) Manufacturing | 321991 | |
| Leather and Related Products | Luggage Manufacturing | 316991 |
| Personal Leather Good (except Women’s Handbag and Purse) Manufacturing | 316993 | |
| All Other Leather Good Manufacturing | 316999 | |
| Women’s Handbag and Purse Manufacturing | 316992 | |
| Textile Bag Mills | 314911 | |
| Canvas and Related Product Mills | 314912 | |
| Lighting and Electrical Equipment | Electric Lamp Bulb and Part Manufacturing | 335110 |
| Residential Electric Lighting Fixture Manufacturing | 335121 | |
| Commercial, Industrial, and Institutional Electric Lighting Fixture Manufacturing | 335122 | |
| Other Lighting Equipment Manufacturing | 335129 | |
| Power, Distribution, and Specialty Transformer Manufacturing | 335311 | |
| Motor and Generator Manufacturing | 335312 | |
| Switchgear and Switchboard Apparatus Manufacturing | 335313 | |
| Relay and Industrial Control Manufacturing | 335314 | |
| Fiber Optic Cable Manufacturing | 335921 | |
| Other Communication and Energy Wire Manufacturing | 335929 | |
| Current-Carrying Wiring Device Manufacturing | 335931 | |
| Noncurrent-Carrying Wiring Device Manufacturing | 335932 | |
| Carbon and Graphite Product Manufacturing | 335991 | |
| All Other Miscellaneous Electrical Equipment and Component Manufacturing | 335999 | |
| Storage Battery Manufacturing | 335911 | |
| Medical Devices | Optical Instrument and Lens Manufacturing | 333314 |
| Ophthalmic Goods Manufacturing | 339115 | |
| Surgical and Medical Instrument Manufacturing | 339112 | |
| Surgical Appliance and Supplies Manufacturing | 339113 | |
| Dental Equipment and Supplies Manufacturing | 339114 | |
| Nonmetal Mining | Dimension Stone Mining and Quarrying | 212311 |
| Crushed and Broken Limestone Mining and Quarrying | 212312 | |
| Crushed and Broken Granite Mining and Quarrying | 212313 | |
| Other Crushed and Broken Stone Mining and Quarrying | 212319 | |
| Construction Sand and Gravel Mining | 212321 | |
| Industrial Sand Mining | 212322 | |
| Kaolin and Ball Clay Mining | 212324 | |
| Clay and Ceramic and Refractory Minerals Mining | 212325 | |
| Potash, Soda, and Borate Mineral Mining | 212391 | |
| Phosphate Rock Mining | 212392 | |
| Other Chemical and Fertilizer Mineral Mining | 212393 | |
| All Other Nonmetallic Mineral Mining | 212399 | |
| Nonmetallic Minerals Support Activity (except Fuels) | 213115 | |
| Recreational and Small Electric Goods | Blind and Shade Manufacturing | 337920 |
| Musical Instrument Manufacturing | 339992 | |
| Fastener, Button, Needle, and Pin Manufacturing | 339993 | |
| All Other Miscellaneous Manufacturing | 339999 | |
| Doll and Stuffed Toy Manufacturing | 339931 | |
| Game, Toy, and Children’s Vehicle Manufacturing | 339932 | |
| Motorcycle, Bicycle, and Parts Manufacturing | 336991 | |
| Sporting and Athletic Goods Manufacturing | 339920 | |
| Office Machinery Manufacturing | 333313 | |
| Photographic and Photocopying Equipment Manufacturing | 333315 | |
| Pen and Mechanical Pencil Manufacturing | 339941 | |
| Lead Pencil and Art Good Manufacturing | 339942 | |
| Marking Device Manufacturing | 339943 | |
| Carbon Paper and Inked Ribbon Manufacturing | 339944 | |
| Electric Housewares and Household Fan Manufacturing | 335211 | |
| Vulcanized and Fired Materials | Vitreous China Plumbing Fixture and China and Earthenware Bathroom Accessories Manufacturing | 327111 |
| Vitreous China, Fine Earthenware, and Other Pottery Product Manufacturing | 327112 | |
| Porcelain Electrical Supply Manufacturing | 327113 | |
| Brick and Structural Clay Tile Manufacturing | 327121 | |
| Ceramic Wall and Floor Tile Manufacturing | 327122 | |
| Other Structural Clay Product Manufacturing | 327123 | |
| Clay Refractory Manufacturing | 327124 | |
| Nonclay Refractory Manufacturing | 327125 | |
| Ground or Treated Mineral and Earth Manufacturing | 327992 | |
| Flat Glass Manufacturing | 327211 | |
| Other Pressed and Blown Glass and Glassware Manufacturing | 327212 | |
| Glass Product Manufacturing Made of Purchased Glass | 327215 | |
| Tire Manufacturing (except Retreading) | 326211 | |
| Tire Retreading | 326212 | |
| Rubber and Plastics Hoses and Belting Manufacturing | 326220 | |
| Rubber Product Manufacturing for Mechanical Use | 326291 | |
| All Other Rubber Product Manufacturing | 326299 |
Renaissance Planning, jlehman@citiesthatwork.com↩︎