spb/company-atlas

1# Company Atlas industry taxonomy (spec §6, §99). Two levels: top-level sectors and their children (`parent`).2# `keywords` map Wikidata industry labels (P452), SIC descriptions and free text to slugs — see companyatlas.registry.industries.map_industry.3# Matching is case-insensitive; a keyword matches as a whole phrase inside the label (word boundaries). Longer keywords win.4# Order = sort_order in the database (children follow their parent).5industries:6  # ------------------------------------------------------------------------------------------------ technology7  - slug: technology8    name: Technology9    description: Information technology, hardware, electronics and computing platforms.10    keywords: [technology, information technology, tech, computer hardware, hardware, electronics, consumer electronics, electronics industry,11               computer industry, computing, computer, information and communications technology, ict, high tech, technology company,12               electronic engineering, electrical equipment, computer peripheral, computer storage, data storage, optics, photonics,13               information technology consulting, it services, it service, information service, digital]14  - slug: software15    name: Software16    parent: technology17    description: Software products, SaaS, enterprise applications and developer tools.18    keywords: [software, software industry, software development, software engineering, saas, software as a service, enterprise software,19               application software, operating system, computer software, software publisher, developer tools, database, video game engine,20               open source, open-source software, cloud software, business software, erp, crm, productivity software]21  - slug: artificial-intelligence22    name: Artificial Intelligence23    parent: technology24    description: Machine learning, AI research, foundation models and AI applications.25    keywords: [artificial intelligence, machine learning, deep learning, ai, natural language processing, computer vision, generative artificial26               intelligence, large language model, ai research, neural network, robotics process automation, data science, speech recognition]27  - slug: semiconductors28    name: Semiconductors29    parent: technology30    description: Chip design, foundries, semiconductor equipment and materials.31    keywords: [semiconductor, semiconductors, semiconductor industry, integrated circuit, microprocessor, chip, chipmaker, fabless,32               semiconductor device fabrication, semiconductor equipment, memory chip, microelectronics, electronic component, sensor]33  - slug: cloud-infrastructure34    name: Cloud & Infrastructure35    parent: technology36    description: Cloud computing, hosting, data centres, networking and infrastructure software.37    keywords: [cloud computing, cloud, web hosting, hosting, data center, data centre, infrastructure as a service, platform as a service,38               content delivery network, cdn, networking hardware, computer network, network equipment, server, virtualization, devops, colocation]39  - slug: cybersecurity40    name: Cybersecurity41    parent: technology42    description: Information security products and services.43    keywords: [cybersecurity, cyber security, computer security, information security, network security, antivirus, security software,44               identity management, encryption, it security, cyber defense]45  - slug: internet46    name: Internet47    parent: technology48    description: Consumer internet, search, social media, online platforms and marketplaces.49    keywords: [internet, internet industry, world wide web, web, social media, social network, social networking service, search engine,50               online service, online platform, web portal, online community, streaming service, internet service provider, dot-com, online,51               web search, digital media, mobile app, mobile application, online dating, online advertising, advertising technology, adtech,52               website, online video platform, sharing economy, internet company]53  - slug: e-commerce54    name: E-commerce55    parent: technology56    description: Online retail and digital marketplaces.57    keywords: [e-commerce, ecommerce, electronic commerce, online retail, online retailer, online shopping, online marketplace, marketplace,58               online store, internet retail, mail order, direct-to-consumer, dtc, online auction]59  # ------------------------------------------------------------------------------------------------ finance60  - slug: financial-services61    name: Financial Services62    description: Banks, insurers, asset managers, exchanges and other financial institutions.63    keywords: [financial services, finance, financial, financial industry, financial sector, financial institution, financial technology holding,64               stock exchange, securities, brokerage, broker, investment, investment banking, credit, lending, loan, credit card, credit union,65               trust company, financial holding, capital markets, exchange, trading, securities trading, consumer finance, microfinance,66               leasing, factoring, wealth, financial market, fund, mortgage]67  - slug: fintech68    name: Fintech69    parent: financial-services70    description: Technology-driven financial services, neobanks, crypto and trading apps.71    keywords: [fintech, financial technology, neobank, cryptocurrency, crypto, blockchain, digital bank, online bank, digital payments platform,72               robo-advisor, crowdfunding, peer-to-peer lending, buy now pay later, bnpl, trading platform, online brokerage, digital currency,73               cryptocurrency exchange, decentralized finance, defi]74  - slug: payments75    name: Payments76    parent: financial-services77    description: Payment networks, processors, wallets and money transfer.78    keywords: [payment, payments, payment system, payment processing, payment processor, payment service provider, mobile payment,79               digital wallet, e-wallet, money transfer, remittance, payment card, card network, merchant acquiring, point of sale, pos, acquirer]80  - slug: banking81    name: Banking82    parent: financial-services83    description: Commercial, retail, private and investment banks.84    keywords: [banking, bank, commercial bank, retail banking, investment bank, private banking, savings bank, cooperative bank, central bank,85               universal bank, banking industry, merchant bank, building society, development bank, bank holding company, mortgage bank,86               online banking, islamic banking, postal savings]87  - slug: insurance88    name: Insurance89    parent: financial-services90    description: Life, health, property and casualty insurance and reinsurance.91    keywords: [insurance, insurer, reinsurance, reinsurer, life insurance, health insurance, property insurance, casualty insurance,92               insurance industry, insurance company, mutual insurance, assurance, underwriting, annuity, pension insurance, insurance broker]93  - slug: asset-management94    name: Asset Management95    parent: financial-services96    description: Investment management, private equity, venture capital, hedge funds and pensions.97    keywords: [asset management, investment management, fund management, private equity, venture capital, hedge fund, wealth management,98               pension fund, sovereign wealth fund, mutual fund, investment fund, investment company, exchange-traded fund, etf, investment firm,99               investment trust, financial advisory, holding company, family office, real estate investment trust, reit, alternative investment,100               private investment, investor]101  # ------------------------------------------------------------------------------------------------ real estate & construction102  - slug: real-estate103    name: Real Estate104    description: Property development, ownership, brokerage and services.105    keywords: [real estate, real estate industry, real estate development, property development, property developer, property management,106               real estate investment, real estate company, commercial real estate, residential real estate, housing, property, realty,107               real estate brokerage, proptech, coworking, self storage, shopping center, shopping mall, land development, home builder,108               homebuilding, property investment, estate agent]109  - slug: construction110    name: Construction111    description: Contractors, engineering & construction and building products.112    keywords: [construction, construction industry, civil engineering, building construction, general contractor, engineering and construction,113               house-building, homebuilding, home builder, housebuilder,114               infrastructure construction, building materials, building products, cement, concrete, construction materials, contractor,115               architecture, architectural firm, engineering firm, engineering, structural engineering, construction equipment, homebuilder,116               plumbing, hvac, roofing, building, real estate construction]117  # ------------------------------------------------------------------------------------------------ consumer118  - slug: retail119    name: Retail120    description: Store-based retailers, supermarkets, department stores and wholesale.121    keywords: [retail, retailing, retailer, retail industry, retail trade, supermarket, grocery store, grocery, hypermarket, department store,122               auction, auction house, auctioneer, trade, trading company,123               discount store, convenience store, chain store, retail chain, wholesale, wholesaling, distribution, distributor, drugstore,124               pharmacy chain, pharmacy, home improvement, hardware store, bookstore, bookseller, toy store, furniture store, warehouse club,125               sporting goods store, electronics retailer, variety store, duty-free, cash and carry, consumer goods distribution]126  - slug: consumer-goods127    name: Consumer Goods128    description: Household, personal care, cosmetics, toys, appliances and other consumer products.129    keywords: [consumer goods, consumer products, fast-moving consumer goods, fmcg, personal care, cosmetics, cosmetics industry, beauty,130               horology, watchmaker, watchmaking, watch industry, wristwatch, light industry,131               household goods, household products, home appliance, appliances, toys, toy industry, toy, furniture, furniture industry,132               luxury goods, luxury, jewelry, jewellery, watchmaking, watch, eyewear, sporting goods, sports equipment, tobacco, tobacco industry,133               consumer durables, cleaning products, hygiene, fragrance, perfume, stationery, bicycle, bicycle industry, pet food, pet products,134               kitchenware, tableware, home furnishings, mattress, musical instrument, consumer electronics manufacturer, camera]135  - slug: food-beverage136    name: Food & Beverage137    parent: consumer-goods138    description: Food processing, beverages, brewing, distilling and restaurants.139    keywords: [food, food industry, food processing, food manufacturing, beverage, beverages, beverage industry, drink, brewery, brewing, beer,140               alcohol industry, alcoholic beverage, alcohol monopoly, pasta industry, gastronomy,141               distillery, distilling, spirits, wine, winery, winemaking, soft drink, dairy, dairy industry, meat, meat processing, confectionery,142               chocolate, snack, bakery, coffee, tea, restaurant, restaurant chain, fast food, foodservice, food service, quick service restaurant,143               catering, bottling, sugar, seafood, food retail, agri-food, agrifood, food and drink, nutrition, infant formula, frozen food,144               packaged food, condiment, cereal]145  - slug: apparel146    name: Apparel & Fashion147    parent: consumer-goods148    description: Clothing, footwear, fashion houses and textiles.149    keywords: [apparel, clothing, clothing industry, fashion, fashion industry, fashion house, footwear, shoe, shoes, textile, textile industry,150               textiles, garment, sportswear, luxury fashion, haute couture, denim, lingerie, accessories, leather goods, fashion design,151               fashion brand, clothing brand, ready-to-wear, outdoor clothing, uniform]152  # ------------------------------------------------------------------------------------------------ energy & resources153  - slug: energy154    name: Energy155    description: Energy production, trading and services.156    keywords: [energy, energy industry, energy sector, power generation, electricity generation, electric power, energy company, power,157               power plant, nuclear power, nuclear energy, nuclear, energy trading, energy services, coal, coal mining, uranium, lng,158               liquefied natural gas, district heating, heating, fuel, biofuel, hydrogen, energy storage, battery, batteries, battery manufacturer,159               power engineering, oilfield services]160  - slug: oil-gas161    name: Oil & Gas162    parent: energy163    description: Exploration, production, refining, pipelines and fuel distribution.164    keywords: [oil, oil and gas, oil and gas industry, petroleum, petroleum industry, oil industry, natural gas, gas, oil refining, refining,165               refinery, oil exploration, exploration and production, upstream, downstream, midstream, pipeline, pipeline transport, oil company,166               petrochemical, gas station, filling station, fuel retail, oilfield, drilling, offshore drilling, gas distribution, gas utility]167  - slug: renewables168    name: Renewable Energy169    parent: energy170    description: Solar, wind, hydro, geothermal and clean-energy technology.171    keywords: [renewable energy, renewables, solar, solar energy, solar power, photovoltaic, photovoltaics, wind, wind power, wind energy,172               wind turbine, hydroelectric, hydroelectricity, hydropower, geothermal, geothermal energy, clean energy, cleantech, clean technology,173               green energy, bioenergy, biomass, tidal power, energy transition, electric vehicle charging, ev charging, solar panel, fuel cell]174  - slug: utilities175    name: Utilities176    description: Electricity, gas and water utilities and grid operators.177    keywords: [utility, utilities, public utility, electric utility, electricity, electricity distribution, electricity transmission, power grid,178               grid operator, transmission system operator, distribution system operator, water utility, water supply, water, wastewater,179               sewerage, waste management, waste, recycling, waste collection, environmental services, sanitation, multi-utility, water industry,180               electricity retailer, energy supplier, electricity supplier, gas supplier, natural gas distribution, public service]181  - slug: mining182    name: Mining & Metals183    description: Mining, metals production and mineral extraction.184    keywords: [mining, mining industry, mine, metal, metals, metallurgy, steel, steelmaking, steel industry, iron ore, iron, aluminium, aluminum,185               copper, gold, gold mining, silver, nickel, zinc, lithium, rare earth, precious metals, mineral, minerals, mineral exploration,186               quarrying, quarry, coal, diamond, diamond mining, potash, phosphate, metal production, smelting, steel producer, iron and steel,187               non-ferrous metals, ferroalloy, mining company, extraction]188  - slug: chemicals189    name: Chemicals190    description: Basic, specialty and agricultural chemicals, plastics and coatings.191    keywords: [chemical, chemicals, chemical industry, chemistry, specialty chemicals, speciality chemicals, petrochemicals, plastics, plastic,192               polymer, polymers, coatings, paint, paints, fertilizer, fertiliser, agrochemical, agrochemicals, pesticide, industrial gases,193               industrial gas, adhesives, rubber, synthetic fiber, fibers, resin, explosives, chemical manufacturer, chemical engineering,194               cosmetics ingredients, flavors and fragrances, flavours, catalysts, pharmaceutical chemicals, fine chemicals]195  - slug: materials196    name: Materials197    description: Glass, paper, packaging, ceramics, wood and other basic materials.198    keywords: [materials, materials science, glass, glass industry, glassmaking, paper, paper industry, pulp and paper, pulp, packaging,199               packaging industry, container, containers, ceramics, ceramic, wood, wood industry, timber, lumber, forestry, forest products,200               forest industry, sawmill, cardboard, corrugated, building material, insulation, composite materials, composites, carbon fiber,201               abrasives, refractory, tiles, stone, gravel, asphalt, textile fiber, nonwovens, basic materials, raw materials]202  # ------------------------------------------------------------------------------------------------ industrials203  - slug: manufacturing204    name: Manufacturing205    description: Diversified and general manufacturing, industrial conglomerates.206    keywords: [manufacturing, manufacturer, manufacturing industry, industrial conglomerate, conglomerate, industrial engineering, fabrication, metal fabrication, metalworking, industrial products, industrial goods, diversified industrials,207               electrical engineering, electrical industry, electrical equipment manufacturer, electric motor, lighting, lighting industry,208               tools, hand tools, power tools, fasteners, bearings, valves, pumps, pump, compressor, industrial automation, automation,209               contract manufacturing, electronics manufacturing services, ems, precision engineering, 3d printing, additive manufacturing,210               printing, printing industry, packaging machinery, textile machinery, industrial supplies, heavy industry,211               shipbuilding, shipyard, boatbuilding]212  - slug: industrial-machinery213    name: Industrial Machinery214    parent: manufacturing215    description: Machine tools, heavy equipment, agricultural and construction machinery.216    keywords: [machinery, industrial machinery, machine tool, machine tools, machine, machines, heavy equipment, construction equipment,217               construction machinery, agricultural machinery, farm equipment, mechanical engineering, mining equipment, engines, engine,218               engine manufacturer, turbine, turbines, elevator, elevators, escalator, crane, cranes, forklift, material handling, hydraulics,219               pneumatics, packaging equipment, printing press, sewing machine, machine building, plant engineering, process equipment,220               industrial equipment, equipment manufacturer, diesel engine, gas turbine, tractor, tractors, agricultural equipment, robots]221  - slug: robotics222    name: Robotics223    parent: manufacturing224    description: Industrial and service robots, drones and autonomous systems.225    keywords: [robotics, robot, robots, industrial robot, industrial robots, service robot, autonomous vehicle, autonomous systems,226               unmanned aerial vehicle, drone, drones, automation technology, mechatronics, humanoid robot, autonomous robot, robotic surgery,227               warehouse automation, robotic process, cobot, exoskeleton, self-driving]228  - slug: automotive229    name: Automotive230    description: Vehicle manufacturers, suppliers, dealers and mobility.231    keywords: [automotive, automotive industry, automobile, automobiles, automobile manufacturer, car, cars, car manufacturer, motor vehicle,232               motor vehicles, vehicle, vehicles, vehicle manufacturer, auto parts, automotive parts, automotive supplier, auto industry, truck,233               trucks, truck manufacturer, bus manufacturer, bus, motorcycle, motorcycles, motorcycle manufacturer, electric vehicle,234               electric vehicles, ev, car dealership, car dealer, car rental, tire, tyre, tires, tyres, automotive engineering, coachbuilder,235               commercial vehicle, commercial vehicles, scooter, automaker, mobility, ride-hailing, ridesharing, car sharing, carsharing,236               automotive technology, racing, motorsport, caravan, recreational vehicle]237  - slug: aerospace-defense238    name: Aerospace & Defense239    description: Aircraft, space systems, defence contractors and related suppliers.240    keywords: [aerospace, aerospace industry, aerospace manufacturer, aircraft, aircraft manufacturer, aviation industry, aviation, space,241               space industry, spaceflight, spacecraft, satellite, satellites, satellite manufacturer, launch vehicle, rocket, rockets, aeronautics,242               aeronautical, avionics, helicopter, helicopters, jet engine, aircraft engine, aerospace engineering, aircraft component,243               aircraft leasing, space technology, spaceport, aerospace and defense, aerospace and defence, unmanned aircraft, aircraft maintenance,244               mro, aircraft parts, general aviation, business jet]245  - slug: defense246    name: Defense247    parent: aerospace-defense248    description: Defence contractors, arms manufacturers and military technology.249    keywords: [defense, defence, defense industry, defence industry, arms industry, arms manufacturer, weapons, weapon, weapons manufacturer,250               military, military technology, military industry, armament, armaments, defense contractor, defence contractor, munitions,251               ammunition, firearms, firearms manufacturer, small arms, armored vehicle, armoured vehicle, naval shipbuilding, warship, missile,252               missiles, security and defense, military equipment, military aircraft, tank, radar, electronic warfare, defense electronics]253  # ------------------------------------------------------------------------------------------------ transport254  - slug: transportation255    name: Transportation256    description: Passenger and freight transport, rail, road, transit and infrastructure operators.257    keywords: [transportation, transport, transport industry, transportation industry, transport company, public transport, public transit,258               transit, rail transport, railway, railways, rail, railroad, railroads, railway company, rail freight, passenger rail, high-speed rail,259               metro, subway, tram, bus company, bus operator, coach operator, road transport, trucking, haulage, taxi, ferry, ferries,260               toll road, highway, motorway operator, airport, airports, airport operator, port, ports, port operator, seaport, infrastructure,261               transport infrastructure, rolling stock, railway equipment, locomotive, locomotives, railcar, train manufacturer, ride sharing,262               mobility services, car rental company, vehicle rental, parking, bike sharing, transportation company, transit authority]263  - slug: logistics264    name: Logistics265    parent: transportation266    description: Freight forwarding, parcel delivery, supply chain, warehousing and postal services.267    keywords: [logistics, logistics industry, logistics company, freight, freight forwarding, freight forwarder, freight transport, courier,268               courier service, parcel, parcel delivery, package delivery, express delivery, delivery, delivery service, postal service,269               postal, post, mail, supply chain, supply chain management, warehousing, warehouse, third-party logistics, 3pl, cargo,270               air cargo, cold chain, distribution logistics, last mile, last-mile delivery, food delivery, moving company, relocation,271               shipping and logistics, transportation and logistics, intermodal, freight railroad]272  - slug: airlines273    name: Airlines274    parent: transportation275    description: Passenger and cargo airlines, low-cost carriers and air charter.276    keywords: [airline, airlines, airline industry, air transport, air transportation, aviation company, low-cost airline, low-cost carrier,277               air carrier, flag carrier, regional airline, charter airline, cargo airline, air travel, passenger airline, air taxi, helicopter operator,278               commercial aviation, airline holding, air freight airline, airline alliance]279  - slug: shipping280    name: Shipping & Maritime281    parent: transportation282    description: Ocean shipping, container lines, tankers, ports and maritime services.283    keywords: [shipping, shipping industry, shipping company, maritime, maritime transport, maritime industry, sea transport, ocean shipping,284               container shipping, container line, shipping line, tanker, tankers, dry bulk, bulk shipping, ship owner, shipowner, ship management,285               cruise line, cruise, cruise ship, ferry operator, ocean freight, marine transport, marine services, offshore vessels, seafaring,286               ship operator, navigation, water transport, inland shipping, tugboat, towage, marine, maritime services, ship chartering]287  # ------------------------------------------------------------------------------------------------ telecom & media288  - slug: telecommunications289    name: Telecommunications290    description: Telecom operators, mobile networks, broadband, satellite communications and telecom equipment.291    keywords: [telecommunications, telecommunication, telecom, telecoms, telecommunications industry, telecommunications company,292               mobile network operator, mobile operator, mobile telephony, mobile network, wireless, wireless carrier, cellular, broadband,293               fiber optics, fibre, fixed-line, landline, telephone, telephony, voip, internet access, internet service provider, isp,294               cable operator, cable television operator, cable company, satellite communications, satellite communication, satellite operator,295               telecommunications equipment, telecom equipment, network infrastructure, tower company, telecommunications tower, 5g,296               unified communications, messaging, telecommunications services, phone company, communications, communication services]297  - slug: media298    name: Media299    description: Publishing, news, broadcasting, advertising and marketing services.300    keywords: [media, mass media, media industry, media company, publishing, publisher, publishing industry, book publishing, book publisher,301               newspaper, newspapers, newspaper publisher, magazine, magazines, periodical, press, news, news agency, news media, journalism,302               broadcasting, broadcaster, television, television broadcasting, television network, tv, radio, radio broadcasting, radio network,303               advertising, advertising agency, advertising industry, marketing, marketing agency, public relations, pr, digital marketing,304               media conglomerate, printing and publishing, information services, data provider, market research, communications agency,305               educational publishing, academic publishing, scientific publishing, comics publisher, trade publisher, outdoor advertising,306               billboard, media group, creative agency, content, podcast, stock photography, photography]307  - slug: entertainment308    name: Entertainment309    parent: media310    description: Film, television production, music, streaming, live events and theme parks.311    keywords: [entertainment, entertainment industry, entertainment company, film, film industry, film production, film production company,312               motion picture, motion pictures, movie, movies, cinema, cinema chain, movie theater, film studio, film distribution, television313               production, tv production, production company, animation, animation studio, music, music industry, record label, recording,314               music publishing, music streaming, streaming, streaming media, video streaming, video on demand, live entertainment, concert,315               concert promoter, live events, event promotion, theme park, amusement park, theme parks, circus, theatre, theater, performing arts,316               talent agency, sports entertainment, professional wrestling, esports, ticketing, casino, casinos, gambling, betting, sports betting,317               lottery, lotteries, sports club, football club, sports team, sports franchise, visual effects, vfx, sports league, dance, opera]318  - slug: gaming319    name: Video Games320    parent: media321    description: Video game developers, publishers, platforms and interactive entertainment.322    keywords: [video game, video games, video game industry, video game developer, video game publisher, game developer, game publisher,323               game industry, games industry,324               game development, gaming, games, computer game, computer games, mobile game, mobile games, mobile gaming, online game,325               online games, interactive entertainment, game studio, game engine, game console, video game console, arcade game, esports company,326               game platform, board game, tabletop game, toy and game, games industry, indie game, virtual reality, augmented reality, metaverse]327  # ------------------------------------------------------------------------------------------------ health328  - slug: healthcare329    name: Healthcare330    description: Hospitals, health services, health insurance providers and care delivery.331    keywords: [healthcare, health care, health, healthcare industry, health care industry, hospital, hospitals, hospital operator, clinic,332               clinics, medical, medicine, medical services, medical care, health services, health system, health network, nursing, nursing home,333               elderly care, senior living, home care, home health, dental, dentistry, dental care, veterinary, veterinary medicine, animal health,334               telehealth, telemedicine, digital health, health technology, healthtech, medical laboratory, laboratory, diagnostics laboratory,335               clinical laboratory, medical imaging, radiology, mental health, behavioral health, rehabilitation, physiotherapy, optometry,336               optical retail, health insurance provider, managed care, pharmacy benefit, pharmacy benefit management, healthcare services,337               dialysis, fertility, hospice, ambulance, emergency medical services, medical tourism, wellness, fitness, gym, health club,338               life sciences, life science, health and wellness, medical research, contract research organization, cro, medical distribution,339               pharmaceutical distribution, drug distribution, medical supplies, nutrition science]340  - slug: biotechnology341    name: Biotechnology342    parent: healthcare343    description: Biotech, genomics, cell and gene therapy and life-science tools.344    keywords: [biotechnology, biotech, biotechnology industry, biotechnology company, genomics, genetics, genetic engineering, gene therapy,345               cell therapy, synthetic biology, bioinformatics, biopharmaceutical, biopharma, biologics, immunotherapy, antibody, antibodies,346               molecular diagnostics, dna sequencing, sequencing, proteomics, microbiome, agricultural biotechnology, industrial biotechnology,347               bioengineering, biomedical, biomedical engineering, stem cell, regenerative medicine, life sciences tools, laboratory equipment,348               laboratory instruments, scientific instruments, research tools, vaccine development, crispr, mrna]349  - slug: pharmaceuticals350    name: Pharmaceuticals351    parent: healthcare352    description: Drug discovery, development, manufacturing and generics.353    keywords: [pharmaceutical, pharmaceuticals, pharmaceutical industry, pharma, pharmaceutical company, drug, drugs, drug manufacturer,354               drug development, drug discovery, generic drugs, generics, generic pharmaceuticals, medication, medications, medicines, vaccine,355               vaccines, over-the-counter, otc drugs, pharmaceutical manufacturing, contract manufacturing organization, cdmo, cmo, api manufacturing,356               active pharmaceutical ingredient, specialty pharma, oncology, ophthalmology, dermatology, nutraceutical, nutraceuticals,357               dietary supplement, supplements, animal pharmaceuticals, consumer health, pharmaceutical research, clinical trials, clinical research,358               pharmacology, homeopathy, traditional medicine, ayurveda]359  - slug: medical-devices360    name: Medical Devices361    parent: healthcare362    description: Medical equipment, devices, diagnostics and healthcare technology.363    keywords: [medical device, medical devices, medical equipment, medical technology, medtech, medical instruments, medical instrument,364               surgical instruments, surgical equipment, surgical, surgical robotics, diagnostic equipment, diagnostics, in vitro diagnostics,365               imaging equipment, medical imaging equipment, implants, implant, orthopedic, orthopedics, orthopaedic, prosthetics, prosthetic,366               hearing aid, hearing aids, hearing, dental equipment, dental products, cardiovascular devices, pacemaker, stent, insulin pump,367               glucose monitoring, respiratory equipment, ventilator, wheelchair, mobility aids, medical supplies manufacturer, lab equipment,368               health monitoring, wearable medical, contact lenses, eyeglasses, ophthalmic, endoscopy, infusion, dialysis equipment, sterilization,369               medical consumables, medical software, healthcare it, electronic health record, ehr, hospital equipment]370  # ------------------------------------------------------------------------------------------------ services371  - slug: hospitality372    name: Hospitality373    description: Hotels, resorts, restaurants chains, casinos and leisure venues.374    keywords: [hospitality, hospitality industry, hotel, hotels, hotel chain, hotel industry, hotel group, hotel operator, resort, resorts,375               lodging, accommodation, accommodations, motel, hostel, inn, bed and breakfast, vacation rental, timeshare, casino resort,376               restaurant group, restaurant operator, restaurant industry, bar, pub, pub chain, café, cafe, coffee shop, coffeehouse, coffee chain,377               food and hospitality, leisure, leisure industry, spa, wellness resort, ski resort, golf, golf course, club, nightclub,378               event venue, convention center, catering services, food service industry, contract catering, hotel management, franchise restaurants]379  - slug: travel380    name: Travel & Tourism381    description: Travel agencies, online travel, tour operators, cruise and tourism services.382    keywords: [travel, travel industry, tourism, tourism industry, travel agency, travel agencies, online travel agency, ota, online travel,383               tour operator, tour operators, travel technology, travel services, travel booking, booking, reservation system, global distribution384               system, gds, tourist, tourism company, cruise tourism, travel management, corporate travel, airline booking, holiday, holidays,385               vacation, vacations, package holidays, tourism board, travel retail, travel insurance, adventure travel, ecotourism, expedition,386               travel guide, travel publishing, luggage, travel accessories, destination management, theme travel, hotel booking, lodging platform]387  - slug: education388    name: Education389    description: Education providers, edtech, training, publishing and testing.390    keywords: [education, education industry, educational, educational services, edtech, education technology, educational technology,391               e-learning, online learning, online education, distance learning, school, schools, private school, school operator, university,392               universities, higher education, college, colleges, vocational training, training, professional training, corporate training,393               tutoring, test preparation, language school, language learning, language education, coding bootcamp, bootcamp, learning,394               learning platform, mooc, educational publisher, textbook, textbooks, early childhood education, childcare, daycare, nursery,395               education services, education management, for-profit education, exam, assessment, certification, driving school, music school,396               educational software, learning management system, lms, academic, academy, research institute, think tank]397  - slug: professional-services398    name: Professional Services399    description: Accounting, legal, staffing, outsourcing, engineering services and other B2B services.400    keywords: [professional services, business services, services, service industry, accounting, accountancy, accounting firm, audit, auditing,401               professional service, tertiary sector of the economy, service sector, activities of head offices, dispatched labor, pest control,402               tax, tax services, legal services, law firm, law, legal, lawyer, lawyers, attorneys, staffing, staffing agency, recruitment,403               recruiting, human resources, hr, hr services, employment agency, temporary staffing, outsourcing, business process outsourcing,404               bpo, call center, customer service, facilities management, facility management, facility services, security services, security405               guard, private security, cleaning services, engineering services, architecture and engineering, design, design agency, industrial406               design, testing, inspection, certification services, tic, quality assurance, translation, translation services, market research407               firm, data analytics, business intelligence, credit rating agency, credit rating, rating agency, credit bureau, background check,408               payroll, payroll services, professional employer organization, peo, event management, exhibition, trade fair, trade shows,409               conference, printing services, document management, notary, patent, intellectual property services, real estate services,410               property services, consulting engineering, surveying, environmental consulting, government contractor, government services,411               defense services, aerospace services, research and development, r&d, contract research, laboratory testing, investigation]412  - slug: consulting413    name: Consulting414    parent: professional-services415    description: Management, strategy, IT and specialist consulting firms.416    keywords: [consulting, consultancy, consultancies, consulting firm, management consulting, management consultancy, strategy consulting,417               strategic consulting, it consulting, information technology consulting, technology consulting, business consulting, consulting418               services, advisory, advisory services, financial advisory services, economic consulting, engineering consulting, environmental419               consultancy, hr consulting, human resources consulting, executive search, headhunting, actuarial consulting, actuarial, risk420               consulting, systems integration, systems integrator, digital transformation, technology services, it outsourcing, professional421               consulting, tax advisory, transaction advisory, restructuring, public affairs, lobbying, political consulting, polling, research422               consultancy, design consultancy, brand consultancy, communications consultancy]423  # ------------------------------------------------------------------------------------------------ agriculture424  - slug: agriculture425    name: Agriculture426    description: Farming, agribusiness, seeds, forestry, fishing and agricultural inputs.427    keywords: [agriculture, agricultural, agriculture industry, agribusiness, agri-business, farming, farm, farms, farmer, crop, crops, crop428               production, seed, seeds, seed company, grain, grains, grain trading, agricultural trading, commodity trading, commodities,429               agricultural cooperative, cooperative, livestock, cattle, poultry, poultry farming, pig farming, aquaculture, fish farming, fishing,430               fisheries, fishery, forestry industry, plantation, plantations, palm oil, rubber plantation, horticulture, floriculture, flowers,431               greenhouse, vertical farming, agtech, agricultural technology, agricultural chemicals, animal feed, feed, animal nutrition,432               agricultural products, food production, sugar cane, coffee growing, cocoa, tobacco farming, tobacco growing, dairy farming,433               egg production, organic farming, viticulture, vineyard, orchard, fruit, vegetables, fruit and vegetables, agricultural machinery434               dealer, irrigation, land management, cotton, wool, timber production, cannabis, hemp, cannabis industry]435