Spaces:
Running
Running
| """ | |
| Overture place categories → VenThrive subsector ids (backend/news/subsectors.json). | |
| Two levels, most specific first: Overture's detailed `taxonomy.primary` when it | |
| pins the business down (a 'barber' inside the broad 'personal_or_beauty_service'), | |
| otherwise its `basic_category`. Anything unmapped gets subsector None — mostly | |
| context places (worship, civic, parks, landmarks), which are kept because they | |
| drive footfall even though they aren't competitors. | |
| Built from the categories actually present in Nigeria's extract (release | |
| 2026-09-23.1, 151k places). Known gap: hotels and lodging (~6.8k places) have no | |
| subsector in data/sectors.ts, so they map to 'other_services' — flagged in the | |
| design doc as a sector-taxonomy gap rather than forced into the wrong subsector. | |
| """ | |
| TAXONOMY_TO_SUBSECTOR = { | |
| # personal_or_beauty_service, split properly | |
| "barber": "hair_services", "hair_salon": "hair_services", "hair_extensions": "hair_services", | |
| "hair_replacement": "hair_services", "beauty_salon": "hair_services", | |
| "makeup_artist": "skincare_cosmetics", "skin_care_and_makeup": "skincare_cosmetics", | |
| "nail_salon": "skincare_cosmetics", "tanning_salon": "body_spa", "hair_removal": "body_spa", | |
| "life_coach": "online_coaching", "image_consultant": "management_consulting", | |
| "shoe_repair": "footwear", "tattoo_and_piercing": "other_services", | |
| # professional_service, split properly | |
| "marketing_agency": "digital_services", "advertising_agency": "digital_services", | |
| "internet_marketing_service": "digital_services", "social_media_agency": "digital_services", | |
| "e_commerce_service": "digital_services", "public_relations": "content_media", | |
| "writing_service": "content_media", "employment_agency": "management_consulting", | |
| "career_counseling": "management_consulting", "business_consulting": "management_consulting", | |
| "janitorial_service": "cleaning_services", "merchandising_service": "retail_trade", | |
| # manufacturer, split properly | |
| "industrial_equipment_manufacturer": "industrial_manufacturing", "metal_fabricator": "industrial_manufacturing", | |
| "auto_manufacturer": "industrial_manufacturing", "motorcycle_manufacturer": "industrial_manufacturing", | |
| "plastic_manufacturer": "industrial_manufacturing", "glass_manufacturer": "industrial_manufacturing", | |
| "appliance_manufacturer": "light_manufacturing", "furniture_manufacturer": "light_manufacturing", | |
| "mattress_manufacturing": "light_manufacturing", "textile_manufacturer": "textiles_materials", | |
| "apparel_manufacturer": "clothing_apparel", "shoe_factory_manufacturer": "footwear", | |
| "jewelry_and_watches_manufacturer": "accessories_jewellery", | |
| # corporate_or_business_office, split properly | |
| "information_technology_company": "it_consulting", "telecommunications_company": "it_consulting", | |
| "auto_company": "vehicle_trade", "travel_company": "passenger_transport", | |
| "industrial_company": "industrial_manufacturing", "pharmaceutical_company": "industrial_manufacturing", | |
| "clothing_company": "clothing_apparel", "bottled_water_company": "food_production_processing", | |
| "biotechnology_company": "industrial_manufacturing", "ferry_boat_company": "passenger_transport", | |
| "bags_luggage_company": "accessories_jewellery", | |
| } | |
| BASIC_TO_SUBSECTOR = { | |
| # food | |
| "restaurant": "catering_food_service", "casual_eatery": "catering_food_service", | |
| "fast_food_restaurant": "catering_food_service", "cafe": "catering_food_service", | |
| "coffee_shop": "catering_food_service", "food_service": "catering_food_service", | |
| "food_and_drink": "catering_food_service", "smoothie_juice_bar": "catering_food_service", | |
| "food_truck_stand": "catering_food_service", "non_alcoholic_beverage_venue": "catering_food_service", | |
| "brewery": "food_production_processing", "winery": "food_production_processing", | |
| "distillery": "food_production_processing", | |
| "farm": "agricultural_production", | |
| "agricultural_service": "agri_trade_distribution", "farmers_market": "agri_trade_distribution", | |
| # fashion | |
| "fashion_and_apparel_store": "clothing_apparel", | |
| # tech | |
| "design_service": "digital_services", "technical_service": "hardware_repairs", | |
| "b2b_science_and_technology_service": "it_consulting", "telecommunications_service": "it_consulting", | |
| # health & beauty | |
| "hospital": "healthcare_services", "health_care": "healthcare_services", | |
| "diagnostics_imaging_or_lab_service": "healthcare_services", "dental_clinic": "healthcare_services", | |
| "outpatient_care_facility": "healthcare_services", "medical_service": "healthcare_services", | |
| "vision_or_eye_care_clinic": "healthcare_services", "behavioral_or_mental_health_clinic": "healthcare_services", | |
| "physical_medicine_and_rehabilitation": "healthcare_services", "specialized_medical_facility": "healthcare_services", | |
| "specialized_health_care": "healthcare_services", "reproductive_perinatal_and_womens_care": "healthcare_services", | |
| "primary_care_or_general_clinic": "healthcare_services", "surgery": "healthcare_services", | |
| "emergency_department": "healthcare_services", "emergency_or_urgent_care_facility": "healthcare_services", | |
| "pediatric_clinic": "healthcare_services", "complementary_and_alternative_medicine": "healthcare_services", | |
| "pharmacy_and_drug_store": "healthcare_services", "senior_living_facility": "healthcare_services", | |
| "wellness_service": "wellness_fitness", "gym": "wellness_fitness", "fitness_studio": "wellness_fitness", | |
| "sport_or_fitness_facility": "wellness_fitness", | |
| "personal_or_beauty_service": "hair_services", | |
| "personal_care_and_beauty_store": "skincare_cosmetics", | |
| # education | |
| "place_of_learning": "formal_education", "education": "formal_education", | |
| "college_university": "formal_education", "elementary_school": "formal_education", | |
| "high_school": "formal_education", "middle_school": "formal_education", "preschool": "formal_education", | |
| "educational_facility": "formal_education", "campus_building": "formal_education", | |
| "specialty_school": "skills_vocational", "educational_service": "skills_vocational", | |
| "tutoring_service": "online_coaching", | |
| # money | |
| "financial_service": "financial_services", "bank_or_credit_union": "financial_services", "atm": "financial_services", | |
| # transport & logistics | |
| "shipping_or_delivery_service": "delivery_services", | |
| "b2b_transportation_and_storage_service": "haulage_freight", "storage_facility": "haulage_freight", | |
| "travel_and_transportation": "passenger_transport", "public_transit_facility_or_service": "passenger_transport", | |
| "taxi_or_ride_share_service": "passenger_transport", "travel_service": "passenger_transport", | |
| # property & building | |
| "real_estate_service": "real_estate", "apartment": "real_estate", | |
| "building_or_construction_service": "construction_renovation", | |
| "hardware_home_and_garden_store": "building_materials", | |
| # creative & events | |
| "art_gallery": "visual_arts", "arts_crafts_and_hobby_store": "visual_arts", | |
| "media_service": "content_media", "radio_station": "content_media", | |
| "theatre_venue": "performing_arts", "performing_arts_venue": "performing_arts", | |
| "event_or_party_service": "event_planning", "event_venue": "event_support", | |
| "bar": "entertainment_venues", "lounge": "entertainment_venues", "dance_club": "entertainment_venues", | |
| "nightlife_venue": "entertainment_venues", "alcoholic_beverage_venue": "entertainment_venues", | |
| "music_venue": "entertainment_venues", "movie_theater": "entertainment_venues", | |
| "comedy_club": "entertainment_venues", "gaming_venue": "entertainment_venues", "casino": "entertainment_venues", | |
| "arcade": "entertainment_venues", "amusement_park": "entertainment_venues", "stadium_arena": "entertainment_venues", | |
| # making things | |
| "manufacturer": "light_manufacturing", "printing_service": "light_manufacturing", | |
| "b2b_industrial_and_machine_service": "industrial_manufacturing", | |
| "industrial_facility_or_service": "industrial_manufacturing", | |
| # trade | |
| "shopping": "retail_trade", "electronics_store": "retail_trade", "food_and_beverage_store": "retail_trade", | |
| "convenience_store": "retail_trade", "books_music_and_video_store": "retail_trade", | |
| "flowers_and_gifts_store": "retail_trade", "specialty_store": "retail_trade", | |
| "sporting_goods_store": "retail_trade", "musical_instrument_and_pro_audio_store": "retail_trade", | |
| "office_supply_store": "retail_trade", "second_hand_store": "retail_trade", "department_store": "retail_trade", | |
| "discount_store": "retail_trade", "toys_and_games_store": "retail_trade", "superstore": "retail_trade", | |
| "shopping_mall": "retail_trade", "warehouse_club_store": "retail_trade", "animal_and_pet_store": "retail_trade", | |
| "market": "retail_trade", "gas_station": "retail_trade", | |
| "supplier_or_distributor": "wholesale_distribution", "wholesaler": "wholesale_distribution", | |
| # professional | |
| "attorney_or_law_firm": "legal_compliance", "legal_service": "legal_compliance", | |
| # vehicles | |
| "automotive_service": "vehicle_maintenance", "vehicle_service": "vehicle_maintenance", | |
| "auto_dealer": "vehicle_trade", "vehicle_dealer": "vehicle_trade", "vehicle_parts_store": "vehicle_trade", | |
| # services | |
| "laundry_service": "cleaning_services", "home_service": "home_services", | |
| "hotel": "other_services", "lodging": "other_services", "bed_and_breakfast": "other_services", | |
| "private_lodging": "other_services", "inn": "other_services", "resort": "other_services", | |
| "professional_service": "other_services", "corporate_or_business_office": "other_services", | |
| "b2b_office_and_professional_service": "other_services", "b2b_service": "other_services", | |
| "b2b_energy_and_utility_service": "other_services", "security_service": "other_services", | |
| "animal_or_pet_service": "other_services", "rental_service": "other_services", | |
| "recreational_equipment_rental": "other_services", "environmental_or_ecological_service": "other_services", | |
| } | |
| def subsector_for(basic_category: str | None, taxonomy_primary: str | None) -> str | None: | |
| if taxonomy_primary and taxonomy_primary in TAXONOMY_TO_SUBSECTOR: | |
| return TAXONOMY_TO_SUBSECTOR[taxonomy_primary] | |
| if basic_category: | |
| return BASIC_TO_SUBSECTOR.get(basic_category) | |
| return None | |