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config.py
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config.py
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import os
import spacy
import sys
with open(os.path.join(sys.path[0], 'stop_words.txt'), 'r') as stoplist:
stop = stoplist.read().splitlines()
nlp = spacy.load("en_core_web_lg")
adult = nlp("porn")
adult_breast_enlargement = nlp("breast-enlargement")
adult_condoms = nlp("condom")
adult_contraception = nlp("contraception")
adult_erection = nlp("erection")
adult_prostitution = nlp("escort-prostitute")
animals_animals = nlp("animals")
animals_birds = nlp("bird")
animals_cats = nlp("cat")
animals_dogs = nlp("dog")
animals_exotic_animals = nlp("exotic-animals")
animals_exotic_pets = nlp("exotic-pet")
animals_fish_aquaria = nlp("fish-aquaria")
animals_horses = nlp("horse")
animals_pet_food = nlp("pet-food")
animals_pet_products = nlp("pet-product")
animals_pet_supplies = nlp("pet-supplies")
animals_pets = nlp("pets")
animals_pets_amphibians = nlp("amphibian")
animals_pets_fish = nlp("fish")
animals_pets_rabbits = nlp("rabbit")
animals_pets_reptiles = nlp("reptile")
animals_pets_rodents = nlp("pet-rodents")
animals_veterinarians = nlp("veterinarian")
animals_wildlife = nlp("wildlife")
arts_acting = nlp("acting")
arts_animation = nlp("animation")
arts_anime = nlp("anime")
arts_architecture = nlp("architecture")
arts_art_galleries = nlp("art-gallery")
arts_art_museums = nlp("art-museum")
arts_arts = nlp("art")
arts_audio_equipment = nlp("audio-equipment")
arts_bars_listings = nlp("bars")
arts_blues_music = nlp("blues")
arts_cartoons = nlp("cartoons")
arts_cd_shopping = nlp("cds")
arts_celebrities = nlp("celebrities")
arts_circus = nlp("circus")
arts_classical_music = nlp("classical-music")
arts_clubs_listings = nlp("club")
arts_coloring = nlp("coloring")
arts_comics = nlp("comics")
arts_concerts = nlp("concert")
arts_conventions = nlp("convention")
arts_country_music = nlp("country-music")
arts_dance_electronic_music = nlp("electronic-dance")
arts_design = nlp("design")
arts_digital_art = nlp("digital-art")
arts_drawing = nlp("draw")
arts_entertainment = nlp("entertainment")
arts_entertainment_industry = nlp("entertainment-industry")
arts_events_listings = nlp("events-listings")
arts_experimental_music = nlp("experimental-music")
arts_expos = nlp("expo")
arts_festivals = nlp("festival")
arts_film_festivals = nlp("film-festivals")
arts_film_industry = nlp("film-industry")
arts_flash_trivia = nlp("trivia")
arts_funny_pictures = nlp("funny-pictures")
arts_funny_videos = nlp("funny-videos")
arts_hip_hop = nlp("hip-hop")
arts_humor = nlp("humor")
arts_image_galleries = nlp("image-gallery")
arts_industrial_music = nlp("industrial-music")
arts_jazz_music = nlp("jazz")
arts_magic = nlp("magic")
arts_manga = nlp("manga")
arts_memes = nlp("meme")
arts_movie_showtimes = nlp("showtimes")
arts_movie_soundtracks = nlp("soundtracks")
arts_movies = nlp("movie")
arts_music = nlp("music")
arts_music_downloads = nlp("download-music")
arts_music_instruction = nlp("music-instruction")
arts_music_instruction_bass = nlp("bass-guitar")
arts_music_instruction_drums = nlp("drums")
arts_music_instruction_keyboard = nlp("music-keyboard")
arts_music_instrument_guitar = nlp("guitar")
arts_music_reference = nlp("music-reference")
arts_music_streams = nlp("stream-music")
arts_music_videos = nlp("music-video")
arts_nightlife = nlp("nightlife")
arts_occult = nlp("occult")
arts_offbeat = nlp("offbeat")
arts_online_media = nlp("online-media")
arts_online_video = nlp("online-video")
arts_opera = nlp("opera")
arts_painting = nlp("painting")
arts_paranormal = nlp("paranormal")
arts_performing_arts = nlp("performing-arts")
arts_photgraphy = nlp("photgraphy")
arts_political_humor = nlp("political-humor")
arts_pop_music = nlp("pop")
arts_radio_music = nlp("radio-music")
arts_recording_industry = nlp("recording-industry")
arts_religious_music = nlp("religious-music")
arts_rock_music = nlp("rock")
arts_surveys = nlp("survey")
arts_trivia = nlp("trivia")
arts_tv = nlp("tv")
arts_tv_commercials = nlp("tv-commercial")
arts_tv_industry = nlp("tv-industry")
arts_tv_shows = nlp("tv-show")
arts_visual_art = nlp("visual-art")
beauty_beauty = nlp("beauty")
beauty_beauty_pageants = nlp("beauty-pageant")
beauty_body_art = nlp("bodyart")
beauty_body_care = nlp("bodycare")
beauty_cosmetic_procedures = nlp("cosmetic-procedures")
beauty_cosmetic_surgery = nlp("cosmetic-surgery")
beauty_cosmetics = nlp("cosmetics")
beauty_cosmetology = nlp("cosmetology")
beauty_exercise = nlp("exercise")
beauty_exercise_equipment = nlp("exercise-equipment")
beauty_face_care = nlp("face-care")
beauty_fashion = nlp("fashion")
beauty_fashion_collections = nlp("fashion-collection")
beauty_fitness = nlp("fitness")
beauty_fitness_antioxidants = nlp("antioxidants")
beauty_hair_care = nlp("hair-care")
beauty_hair_loss = nlp("hair-loss")
beauty_hair_removal = nlp("hair-removal")
beauty_hygiene_products = nlp("hygiene-product")
beauty_massage = nlp("massage")
beauty_nail_care = nlp("nail-care")
beauty_perfumes = nlp("perfume")
beauty_skin_care = nlp("skin-care")
beauty_spas = nlp("spa")
beauty_weight_loss = nlp("weight-loss")
books_books = nlp("books")
books_children_books = nlp("children's-books")
books_e_books = nlp("e-books")
books_fan_fiction = nlp("fan-fiction")
books_literary_classics = nlp("literary-classics")
books_poetry = nlp("poetry")
books_writers_resources = nlp("writers-resources")
business_advertising = nlp("advertising")
business_aerospace = nlp("aerospace")
business_affiliate_marketing = nlp("affiliate-marketing")
business_agricultural_equipment = nlp("agricultural-equipment")
business_agriculture = nlp("agriculture")
business_alternative_energy = nlp("alternative-energy")
business_automotive_industry = nlp("automotive-industry")
business_biotech_industry = nlp("biotech")
business_business = nlp("business")
business_business_capital = nlp("business-capital")
business_business_consulting = nlp("business-consulting")
business_business_education = nlp("business-education")
business_business_fire_security = nlp("business-fire-security")
business_business_management = nlp("business-management")
business_business_operations = nlp("business-operations")
business_business_plans = nlp("business-plans")
business_business_presentations = nlp("business-presentations")
business_business_services = nlp("business-services")
business_business_venture = nlp("business-venture")
business_chemical_industry = nlp("chemical-industry")
business_cleaning_agents_industry = nlp("cleaning-agent-industry")
business_commercial_vehicle = nlp("commercial-vehicle")
business_construction = nlp("construction")
business_construction_materials = nlp("construction-material")
business_corporate_events = nlp("corporate-event")
business_defense_technology = nlp("defense-technology")
business_delivery_industry = nlp("delivery-service")
business_e_commerce = nlp("e-commerce")
business_editing_services = nlp("editing-service")
business_electricity_services = nlp("electricity-service")
business_energy_industry = nlp("energy-industry")
business_event_planning = nlp("event-planning")
business_finance_industry = nlp("finance-industry")
business_food_service = nlp("food-service")
business_forestry_industry = nlp("forestry-industry")
business_freight_industry = nlp("freight-industry")
business_gas_industry = nlp("gas-industry")
business_heavy_equipment_industry = nlp("heavy-equipment")
business_hospitality_industry = nlp("hospitality-industry")
business_hospitality_planning = nlp("hospitality-planning")
business_industrial_equipment = nlp("business-industrial-equipment")
business_industry = nlp("industry")
business_livestock_industry = nlp("livestock")
business_logistics_industry = nlp("logistics")
business_maintenance_industry = nlp("maintenance")
business_manufacturing_industry = nlp("manufacturing")
business_maritime_transport = nlp("maritime")
business_marketing = nlp("marketing")
business_metals_mining_industry = nlp("metal-mining")
business_mining_industry = nlp("mining")
business_mining_precious_metals_industry = nlp("precious-metal-mining")
business_mlm = nlp("mlm")
business_moving_industry = nlp("moving")
business_nonwovens_industry = nlp("nonwovens")
business_office_services = nlp("office-service")
business_office_supplies = nlp("office-supplies")
business_oil = nlp("oil")
business_oil_industry = nlp("oil-industry")
business_online_business = nlp("online-business")
business_packaging_industry = nlp("packaging")
business_parking = nlp("parking")
business_pharmaceuticals_industry = nlp("pharmaceuticals")
business_plastics_industry = nlp("plastics-industry")
business_polymers_industry = nlp("polymers")
business_powerwasher = nlp("powerwasher")
business_printing_industry = nlp("printing")
business_public_relations = nlp("public-relations")
business_public_transportation = nlp("public-transportation")
business_publishing_industry = nlp("publishing")
business_rail_transport = nlp("rail-transport")
business_renewable_energy = nlp("renewable-energy")
business_retail_equipment = nlp("retail-equipment")
business_retail_industry = nlp("retail")
business_security = nlp("business-security")
business_small_business = nlp("small-business")
business_space_technology = nlp("space-technology")
business_textiles_industry = nlp("textiles")
business_trade_industry = nlp("trade")
business_transportation_industry = nlp("transportation")
business_truckin_industry = nlp("trucking-industry")
business_urban_transportation = nlp("urban-transportation")
business_utilities_industry = nlp("utilities-industry")
business_writing_services = nlp("writing-service")
computer_bluetooth = nlp("bluetooth")
computers_apple_computer = nlp("apple-computer")
computers_audio_equipment = nlp("audio")
computers_business_software = nlp("business-software")
computers_c_language = nlp("c-language")
computers_cad_cam = nlp("cad-cam")
computers_camera = nlp("camera")
computers_camera_equipment = nlp("camera-equipment")
computers_car_electronics = nlp("car-electronics")
computers_computer_components = nlp("computer-component")
computers_computer_drives_storage = nlp("computer-drive")
computers_computer_hacking = nlp("computer-hacking")
computers_computer_hardware = nlp("computer-hardware")
computers_computer_networking = nlp("computer-networking")
computers_computer_peripherals = nlp("computer-peripherals")
computers_computer_security = nlp("computer-security")
computers_computers = nlp("computers")
computers_computers_programming = nlp("computer-programming")
computers_computers_software = nlp("software")
computers_consumer_electronics = nlp("consumer-electronics")
computers_data_management = nlp("data")
computers_dedicated_server = nlp("dedicated-server")
computers_desktop_computers = nlp("desktops")
computers_drones = nlp("drone")
computers_electronic_components = nlp("electronic-component")
computers_electronics = nlp("electronics")
computers_elm_language = nlp("elm-language")
computers_enterprise_technology = nlp("enterprise-technology")
computers_game_consoles = nlp("consoles")
computers_go_language = nlp("go-language")
computers_gps_navigation = nlp("gps")
computers_hd = nlp("hd")
computers_hosting = nlp("hosting")
computers_image_software = nlp("image-software")
computers_internet_software = nlp("internet-software")
computers_it = nlp("Information Technology")
computers_java_language = nlp("java")
computers_javascript_language = nlp("javascript")
computers_laptops_computers = nlp("laptops")
computers_linux = nlp("linux")
computers_mac = nlp("mac")
computers_mac = nlp("mac-pro")
computers_marketing_software = nlp("marketing-software")
computers_microsoft = nlp("microsoft")
computers_microsoft_windows = nlp("microsoft-windows")
computers_multimedia_software = nlp("multimedia-software")
computers_music_software = nlp("music-software")
computers_network_monitoring = nlp("network-monitoring")
computers_networking_data_formats = nlp("networking-data-formats")
computers_operating_systems = nlp("os")
computers_pc = nlp("pc")
computers_php_language = nlp("php")
computers_power_supplies = nlp("power-supply")
computers_proxies = nlp("proxies")
computers_python_language = nlp("python-language")
computers_rc_aircraft = nlp("rc-aircraft")
computers_ruby_language = nlp("ruby-language")
computers_rust_language = nlp("rust-language")
computers_scala_language = nlp("scala-language")
computers_sd_card = nlp("sd-card")
computers_seo_software = nlp("seo-software")
computers_software_cracking = nlp("software-cracking")
computers_software_device_drivers = nlp("device-drivers")
computers_ssd = nlp("ssd")
computers_surveillance_camera = nlp("surveillance-camera")
computers_swift_language = nlp("swift-language")
computers_torrent = nlp("torrent")
computers_torrent_software = nlp("torrent-software")
computers_utilities_software = nlp("utilities-software")
computers_video_equipment = nlp("video-equipment")
computers_video_software = nlp("video-software")
computers_vpns = nlp("vpn")
computers_wifi = nlp("wifi")
finance_accounting = nlp("accounting")
finance_auditing = nlp("auditing")
finance_auto_insurance = nlp("auto-insurance")
finance_banking = nlp("banking")
finance_billing = nlp("billing")
finance_boat_insurance = nlp("boat-insurance")
finance_car_finance = nlp("car-finance")
finance_commodities_trading = nlp("commodities")
finance_credit = nlp("credit")
finance_credit_cards = nlp("credit-card")
finance_credit_monitoring = nlp("credit-monitoring")
finance_credit_reporting = nlp("credit-reporting")
finance_cryptocurrencies = nlp("cryptocurrencies")
finance_cryptocurrencies_binance_coin = nlp("binance-coin")
finance_cryptocurrencies_bitcoin = nlp("bitcoin")
finance_cryptocurrencies_bitcoin_cash = nlp("bitcoin-cash")
finance_cryptocurrencies_cardano = nlp("cardano")
finance_cryptocurrencies_chainlink = nlp("chainlink")
finance_cryptocurrencies_dash = nlp("dash")
finance_cryptocurrencies_dogecoin = nlp("dogecoin")
finance_cryptocurrencies_ethereum = nlp("ethereum")
finance_cryptocurrencies_litecoin = nlp("litecoin")
finance_cryptocurrencies_monero = nlp("monero")
finance_cryptocurrencies_nxt = nlp("nxt")
finance_cryptocurrencies_peercoin = nlp("peercoin")
finance_cryptocurrencies_polkadot = nlp("polkadot")
finance_cryptocurrencies_stellar = nlp("stellar")
finance_cryptocurrencies_tether = nlp("tether")
finance_finance = nlp("finance")
finance_finance_grants = nlp("grant")
finance_finance_investing = nlp("invest")
finance_finance_scholarships = nlp("scholarship")
finance_financial_aid = nlp("financial-aid")
finance_financial_planning = nlp("financial-planning")
finance_futures_trading = nlp("futures-trading")
finance_health_insurance = nlp("health-insurance")
finance_home_insurance = nlp("home-insurance")
finance_insurance = nlp("insurance")
finance_invest_home = nlp("invest-home")
finance_investing_bonds = nlp("investing-bond")
finance_investing_currencies = nlp("investing-currency")
finance_investing_gold = nlp("gold-invest")
finance_investing_oil = nlp("oil-invest")
finance_investing_precious_metals = nlp("precious-metal-invest")
finance_investing_silver = nlp("silver-invest")
finance_investing_stocks = nlp("invest-stock")
finance_invoicing = nlp("invoicing")
finance_lending = nlp("lend")
finance_life_insurance = nlp("life-insurance")
finance_loans = nlp("loan")
finance_retirement_pension = nlp("retirement")
finance_retirement_planning = nlp("retirement-planning")
finance_stocks = nlp("stocks")
finance_tax_preparation = nlp("tax-preparation")
food_baked_goods = nlp("baked-good")
food_bbq_cooking = nlp("bbq-cooking")
food_bbq_recipes = nlp("bbq-recipe")
food_beer = nlp("beer")
food_beverage_drinks = nlp("beverage")
food_breakfast_foods = nlp("breakfast")
food_candy = nlp("candy")
food_coffee = nlp("coffee")
food_cooking_recipes = nlp("recipe")
food_dessert_recipes = nlp("dessert-recipe")
food_drink = nlp("drink")
food_fast_food = nlp("fast-food")
food_food = nlp("food")
food_food_cooking = nlp("cooking")
food_food_grains = nlp("grain")
food_grill_cooking = nlp("grill")
food_grill_recipes = nlp("grill-recipes")
food_grocery_retailers = nlp("grocery-retailer")
food_grocery_stores = nlp("grocery-store")
food_juice_beverages = nlp("juice")
food_liquor = nlp("liquor")
food_meat_foods = nlp("meat")
food_pasta = nlp("pasta")
food_pizzerias = nlp("pizzeria")
food_restaurant_reservations = nlp("reservation")
food_restaurant_reviews = nlp("restaurant-review")
food_restaurants = nlp("restaurant")
food_seafood = nlp("seafood")
food_snack_foods = nlp("snacks")
food_soft_drinks = nlp("soft-drink")
food_soup_recipes = nlp("soup-recipe")
food_spirit_alcohol = nlp("spirit-alcohol")
food_stew_recipes = nlp("stew-recipe")
food_sweets = nlp("sweets")
food_tea = nlp("tea")
food_wine = nlp("wine")
games_arcade_games = nlp("arcade-game")
games_billiards_games = nlp("billiards")
games_blackjack_games = nlp("blackjack")
games_board_games = nlp("board-game")
games_brainteasers = nlp("brain-teasers")
games_card_games = nlp("card-game")
games_casino_games = nlp("casino")
games_casual_video_games = nlp("casual-video")
games_checkers_games = nlp("checkers")
games_chess_game = nlp("chess")
games_collectible_card_games = nlp("collectible-game")
games_collectible_cards = nlp("collectible-card")
games_coloring = nlp("color-game")
games_drawing = nlp("draw-game")
games_dress_up_games = nlp("dress-up")
games_family_drawing_coloring = nlp("family-coloring")
games_family_dress_up_games = nlp("family-dress-up")
games_family_games = nlp("family-games")
games_gambling = nlp("gambling")
games_games = nlp("games")
games_lottery = nlp("lottery")
games_online_massively_multiplayer_games = nlp("online-massively-multiplayer-games")
games_poker_games = nlp("poker")
games_puzzles = nlp("puzzles")
games_roleplaying_games = nlp("role-play")
games_strategy_games = nlp("strategy-game")
games_table_games = nlp("table-game")
games_video_dance_games = nlp("dance-games")
games_video_driving_games = nlp("video-driving")
games_video_fighting_games = nlp("video-fighting")
games_video_flying_games = nlp("video-flying")
games_video_game_emulation = nlp("game-emulation")
games_video_games = nlp("video-game")
games_video_puzzle_games = nlp("video-puzzle")
games_video_racing_games = nlp("video-race")
games_video_sandbox_games = nlp("sandbox-game")
games_video_shooter_games = nlp("video-shooter")
games_video_simulation_games = nlp("simulation-game")
games_video_sports_games = nlp("video-sport-game")
games_video_strategy_games = nlp("video-strategy")
games_video_war_games = nlp("video-war-game")
games_video_word_games = nlp("video-word")
games_war_games = nlp("war-game")
games_word_games = nlp("word-game")
general_alternative_energy = nlp('alternative-energy')
general_conservation = nlp('conservation')
general_disorder = nlp('disorder')
general_energy = nlp('energy')
general_masonry = nlp('masonry')
general_repair = nlp("repair")
general_utilities = nlp('utility')
health_aids = nlp("aids")
health_alcohol_testing = nlp("alcohol-testing")
health_alcohol_treatment = nlp("alcohol-treatment")
health_allergies = nlp("allergies")
health_anxiety = nlp("anxiety")
health_arthritis = nlp("arthritis")
health_assisted_living = nlp("assisted-living")
health_cancer = nlp("cancer")
health_conditions_ear = nlp("ear-condition")
health_conditions_ear_nose_throat = nlp("ear-nose-throat")
health_conditions_ethroat = nlp("throat-condition")
health_conditions_nose = nlp("nose-health-condition")
health_contacts = nlp("eye-contacts")
health_covid = nlp("covid")
health_dental_care = nlp("dental-care")
health_depression = nlp("depression")
health_diabetes = nlp("diabetes")
health_diets = nlp("diet")
health_disabilities = nlp("disabilities")
health_doctors_offices = nlp("doctor-office")
health_drug_testing = nlp("drug-testing")
health_drug_treatment = nlp("drug-treatment")
health_eating_disorders = nlp("eating-disorder")
health_endocrine_conditions = nlp("endocrine")
health_eyeglasses = nlp("eyeglasses")
health_genetic_disorders = nlp("genetic-disorder")
health_health = nlp("health")
health_health_aging = nlp("aging")
health_health_conditions = nlp("health-condition")
health_health_pharmacy = nlp("pharmacy")
health_health_quit_smoking = nlp("quit-smoking")
health_health_records = nlp("health-records")
health_heart_conditions = nlp("heart-condition")
health_hiv = nlp("hiv")
health_homeopathy = nlp("homeopathy")
health_hospitals = nlp("hospital")
health_hypertension = nlp("hypertension")
health_immune_system = nlp("immune-system")
health_infectious_diseases = nlp("infectious-diseases")
health_medical_devices = nlp("medical-equipment")
health_medical_equipment = nlp("medical-device")
health_medical_facilities = nlp("medical-facility")
health_medical_procedures = nlp("medical-procedure")
health_medical_research = nlp("medical-research")
health_medical_services = nlp("medical-service")
health_medical_training = nlp("medical-training")
health_medications = nlp("medication")
health_meditation = nlp("meditation")
health_men_health = nlp("men's-health")
health_mental_health = nlp("mental-health")
health_mental_therapy = nlp("mental-therapy")
health_neurological_conditions = nlp("neurological-condition")
health_nursing_service = nlp("nursing-service")
health_nutrition = nlp("nutrition")
health_nutrition_supplements = nlp("nutrition-supplement")
health_obesity = nlp("obesity")
health_occupational_health = nlp("occupational-health")
health_occupational_safety = nlp("occupational-safety")
health_oral_care = nlp("oral-care")
health_pain_management = nlp("pain-management")
health_physical_therapy = nlp("physical-therapy")
health_public_health = nlp("public-health")
health_reproductive_health = nlp("reproductive-health")
health_respiratory_conditions = nlp("respiratory-condition")
health_restricted_diets = nlp("restricted-diet")
health_skin_conditions = nlp("skin-condition")
health_sleep_disorders = nlp("sleep-disorder")
health_special_diets = nlp("special-diet")
health_steroids_abuse = nlp("steroid-abuse")
health_stress = nlp("stress")
health_substance_abuse = nlp("substance-abuse")
health_therapy = nlp("therapy")
health_trauma = nlp("trauma")
health_treatment_centers = nlp("treatment-center")
health_vision_care = nlp("vision care")
health_vitamins_supplements = nlp("vitamin-supplement")
health_women_health = nlp("women's-health")
hobbies_arts_crafts = nlp("arts-crafts")
hobbies_boating = nlp("boating")
hobbies_camping = nlp("camp")
hobbies_clubs = nlp("clubs")
hobbies_contests = nlp("contest")
hobbies_crafts = nlp("craft")
hobbies_fiber_crafts = nlp("fiber-craft")
hobbies_fishing = nlp("fishing")
hobbies_hiking = nlp("hike")
hobbies_hobbies = nlp("hobbies")
hobbies_leisure = nlp("leisure")
hobbies_merit_prizes = nlp("merit-prize")
hobbies_model_railroads = nlp("model-railroad")
hobbies_model_trains = nlp("model-train")
hobbies_modeling = nlp("modeling")
hobbies_organizations = nlp("organizations")
hobbies_outdoors = nlp("outdoors")
hobbies_paintball = nlp("paintball")
hobbies_radio_control = nlp("radio-control")
hobbies_seasonal_events = nlp("seasonal-event")
hobbies_special_holidays = nlp("special-holiday")
hobbies_special_occasions = nlp("special-occasions")
hobbies_surfing = nlp("surfing")
hobbies_swimming = nlp("swimming")
hobbies_textile_crafts = nlp("textile-craft")
hobbies_weddings = nlp("wedding")
hobbies_youth_clubs = nlp("youth-club")
hobbies_youth_organizations = nlp("youth-organization")
hobbies_youth_resources = nlp("youth-resource")
home_bed = nlp("bedding")
home_curtains_treatments = nlp("curtain-treatment")
home_dining_furniture = nlp("dining-furniture")
home_domestic_services = nlp("domestic-service")
home_foundation = nlp('home-foundation')
home_garden = nlp("garden")
home_garden_pest_control = nlp("garden-pest-control")
home_home = nlp("home")
home_home_appliances = nlp("home-appliance")
home_home_carpets = nlp("carpet")
home_home_climate_control = nlp("climate-control")
home_home_cookware = nlp("cookware")
home_home_curtains = nlp("curtains")
home_home_decoration = nlp("home-decoration")
home_home_dining_room = nlp("dining-room")
home_home_diningware = nlp("diningware")
home_home_dryers = nlp("dryer")
home_home_fireplaces = nlp("fireplace")
home_home_flooring = nlp("floor")
home_home_furnishings = nlp("furnishing")
home_home_furniture = nlp("furniture")
home_home_garden = nlp("home-garden")
home_home_garden_bed_bath_bathroom = nlp("bathroom")
home_home_garden_domestic_services_cleaning_services = nlp("cleaning-service")
home_home_garden_laundry = nlp("laundry")
home_home_garden_yard_patio_lawn_mowers = nlp("lawn-mower")
home_home_gardening = nlp("gardening")
home_home_gym = nlp("home-gym")
home_home_hvac = nlp("hvac")
home_home_improvement = nlp("home-improvement")
home_home_improvement_doors = nlp("doors")
home_home_improvement_flooring = nlp("flooring")
home_home_improvement_plumbing = nlp("plumbing")
home_home_improvement_windows = nlp("window")
home_home_kitchen = nlp("kitchen")
home_home_landscaping = nlp("landscaping")
home_home_lighting = nlp("lighting")
home_home_nursery = nlp("nursery")
home_home_pest_control = nlp("home-pest-control")
home_home_playroom = nlp("home-playroom")
home_home_plumbing = nlp("home-plumbing")
home_home_rugs = nlp("home-rugs")
home_home_safety = nlp("home-safety")
home_home_saunas = nlp("home-saunas")
home_home_security = nlp("home-security")
home_home_shelving = nlp("home-shelving")
home_home_spas = nlp("home-spa")
home_home_storage = nlp("home-storage")
home_home_stoves = nlp("home-stove")
home_home_swimming_pools = nlp("home-swimming-pool")
home_home_washers = nlp("home-washer")
home_home_windows = nlp("picture-window")
home_house_finishing = nlp("home-finishing")
home_house_painting = nlp("home-painting")
home_interior_decor = nlp("interior-decor")
home_lamps = nlp("lamp")
home_living_room_furniture = nlp("living-room-furniture")
home_major_kitchen_appliances = nlp("major-kitchen-appliance")
home_patio = nlp("patio")
home_patio_funiture = nlp("patio-funiture")
home_pest_control = nlp("pest-control")
home_power_tools = nlp("power-tools")
home_small_kitchen_appliances = nlp("small-kitchen-appliance")
home_window_treatments = nlp("window-treatment")
home_yard = nlp("yard")
internet_affiliate_programs = nlp("affiliate-program")
internet_cable_providers = nlp("cable-provider")
internet_cable_satellite_providers = nlp("satellite-cable-provider")
internet_communication_equipment = nlp("communication-equipment")
internet_email = nlp("email")
internet_instant_messaging = nlp("im")
internet_internet = nlp("internet")
internet_internet_service_providers = nlp("isp")
internet_internet_services = nlp("internet-service")
internet_mobile_accessories = nlp("mobile-accessory")
internet_mobile_add_ons = nlp("mobile-add-on")
internet_mobile_apps = nlp("mobile-app")
internet_mobile_communications = nlp("mobile-communication")
internet_mobile_phones = nlp("mobilephone")
internet_opera_browser = nlp("opera-browser")
internet_radio_equipment = nlp("radio-equipment")
internet_search = nlp("search-engine")
internet_seo = nlp("seo")
internet_telecom = nlp("telecom")
internet_telecom_equipment = nlp("telecom-equipment")
internet_text_messaging = nlp("text-message")
internet_video_chat = nlp("video-chat")
internet_voice_chat = nlp("voice-chat")
internet_web_design = nlp("web-design")
internet_web_development = nlp("web-development")
internet_web_services = nlp("web-service")
internet_website = nlp("website")
internet_wireless = nlp("wireless")
internet_wireless_accessories = nlp("wireless-accessory")
jobs_career_planning = nlp("career-plan")
jobs_career_resources = nlp("career-resource")
jobs_classroom_resources = nlp("classroom-resource")
jobs_colleges = nlp("college")
jobs_continuing_education = nlp("continuing-education")
jobs_distance_learning = nlp("distance-learning")
jobs_homeschooling = nlp("homeschool")
jobs_job_education = nlp("job-education")
jobs_job_listings = nlp("job-listing")
jobs_jobs = nlp("jobs")
jobs_jobs_planning = nlp("job-plan")
jobs_jobs_portfolios = nlp("job-portfolio")
jobs_jobs_resources = nlp("job-resource")
jobs_jobs_resumes = nlp("resume")
jobs_k_12 = nlp("k-12")
jobs_online_courses = nlp("online-courses")
jobs_primary_schooling_k_12 = nlp("primary-school")
jobs_remote_education = nlp("remote-education")
jobs_secondary_schooling = nlp("secondary-school")
jobs_standardized_admissions_tests = nlp("sats")
jobs_teaching_jobs = nlp("teaching-job")
jobs_teaching_resources = nlp("teaching-resource")
jobs_training_certification = nlp("training-certification")
jobs_universities = nlp("university")
jobs_vocational_education = nlp("vocational")
law_bankruptcy = nlp("bankruptcy")
law_crime = nlp("crime")
law_dui = nlp("dui")
law_emergency_services = nlp("emergency-service")
law_government = nlp("government")
law_government_laws = nlp("government-law")
law_government_security = nlp("government-security")
law_immigration_law = nlp("immigration-law")
law_incarceration = nlp("incarceration")
law_judiciary = nlp("judiciary")
law_justice = nlp("justice")
law_law = nlp("law")
law_law_courts = nlp("law-court")
law_law_enforcement = nlp("law-enforcement")
law_law_military = nlp("military-law")
law_lawyers = nlp("lawyer")
law_legal = nlp("legal")
law_legal_education = nlp("legal-education")
law_legal_services = nlp("legal-service")
law_public_safety = nlp("public-safety")
law_public_safety_services = nlp("public-safety-service")
law_security_products = nlp("security-product")
law_security_servicess = nlp("security-service")
law_social_services = nlp("social-service")
law_visa_law = nlp("visa-law")
news_business_news = nlp("business-news")
news_company_news = nlp("company-news")
news_disasters = nlp("disaster")
news_economics_news = nlp("economics-news")
news_financial_news = nlp("financial-news")
news_gossip = nlp("gossip")
news_health_news = nlp("health-news")
news_industry_news = nlp("industry-news")
news_investigation_news = nlp("investigation-news")
news_markets_news = nlp("markets-news")
news_news = nlp("news")
news_news_politics = nlp("politics")
news_news_politics_communism = nlp("communism")
news_news_politics_democrats = nlp("democrat")
news_news_politics_fascism = nlp("fascism")
news_news_politics_green_party = nlp("green-party")
news_news_politics_libertarian = nlp("libertarian")
news_news_politics_republicans = nlp("republican")
news_news_sports_news = nlp("sports")
news_news_weather = nlp("weather")
news_scandals = nlp("scandal")
news_tabloid = nlp("tabloid")
online_animated_gifs = nlp("animated-gifs")
online_blogging = nlp("blog")
online_communities = nlp("online-community")
online_communities_social_networks = nlp("social-network-community")
online_communities_virtual_worlds = nlp("virtual-world-community")
online_design_skins = nlp("computerskins")
online_design_themes = nlp("computer-theme")
online_design_wallpapers = nlp("computer-wallpaper")
online_file_hosting = nlp("file-hosting")
online_file_sharing = nlp("file-sharing")
online_free_online = nlp("free-online")
online_online_dating = nlp("online-dating")
online_online_matrimonial = nlp("online-matrimonial")
online_online_personals = nlp("online-personals")
online_photo_rating = nlp("photo-rating")
online_photo_sharing = nlp("photo-sharing")
online_social_network_apps = nlp("social-network-app")
online_social_networks = nlp("social-network")
online_video_sharing = nlp("video-sharing")
online_virtual_worlds = nlp("virtual-world")
real_estate_commercial_properties = nlp("commercial-property")
real_estate_foreclosed_properties = nlp("foreclosed-property")
real_estate_listings_rentals = nlp("rentals-listing")
real_estate_listings_residential = nlp("residential-listing")
real_estate_real_estate = nlp("real-estate")
real_estate_real_estate_land = nlp("real-estate-land")
real_estate_real_estate_listings = nlp("real-estate-listing")
real_estate_real_estate_lots = nlp("real-estate-lot")
real_estate_real_estate_services = nlp("real-estate-service")
real_estate_residential_sales = nlp("residential-sale")
real_estate_timeshares = nlp("timeshare")
real_estate_vacation_properties = nlp("vacation-property")
reference_arabic_resources = nlp("arabic-language")
reference_autobiographies = nlp("autobiography")
reference_biographies = nlp("biography")
reference_business_listings = nlp("business-listing")
reference_calculators = nlp("calculator")
reference_calendars = nlp("calendar")
reference_chinese_resources = nlp("chinese-language")
reference_dictionaries = nlp("dictionary")
reference_directories = nlp("directory")
reference_encyclopedias = nlp("encyclopedia")
reference_english_resources = nlp("english-language")
reference_folklore = nlp("folklore")
reference_foreign_language_resources = nlp("foreign-language")
reference_french_resources = nlp("french-language")
reference_geographic_reference = nlp("geographic-reference")
reference_german_resources = nlp("german-language")
reference_hindi_resources = nlp("hindi-language")
reference_language_resources = nlp("language-resource")
reference_libraries = nlp("library")
reference_maps = nlp("map")
reference_museums = nlp("museum")
reference_myths = nlp("myth")
reference_personal_listings = nlp("personal-listing")
reference_public_records = nlp("public-record")
reference_quotations = nlp("quotation")
reference_reference = nlp("reference")
reference_reference_forms = nlp("reference-form")
reference_reference_general_reference = nlp("general-reference")
reference_reference_guides = nlp("reference-guide")
reference_reference_history = nlp("history-reference")
reference_reference_humanities = nlp("humanities-reference")
reference_reference_philosophy = nlp("philosophy-reference")
reference_reference_time = nlp("time-reference")
reference_reference_tools = nlp("reference-tool")
reference_resource = nlp("resource")
reference_russian_resources = nlp("russian-language")
reference_spanish_resources = nlp("spanish-language")
reference_templates = nlp("template")
science_astronomy = nlp("astronomy")
science_atmospheric_science = nlp("atmospheric")
science_biology = nlp("biology")
science_chemistry = nlp("chemistry")
science_climate_change = nlp("climate-change")
science_computer_science = nlp("computer-science")
science_cosmos = nlp("cosmos")
science_dynamics = nlp("dynamics")
science_earth_science = nlp("earth-science")
science_ecology = nlp("ecology")
science_engineering = nlp("engineering")
science_geology = nlp("geology")
science_global_warming = nlp("global-warming")
science_mathematics = nlp("mathematics")
science_nasa = nlp("nasa")
science_neuroscience = nlp("neuroscience")
science_physics = nlp("physics")
science_robotics = nlp("robotics")
science_science = nlp("science")
science_science_earth_sciences = nlp("earth-science")
science_science_environment = nlp("environment-science")
science_scientific_institutions = nlp("scientific-institution")
science_statistics = nlp("statistics")
science_technology = nlp("technology")
sensitive_subjects = nlp("sensitive-subjects")
shopping = nlp("shopping")
shopping_building_toys = nlp("building-toy")
shopping_cards_greetings = nlp("greeting-card")
shopping_classifieds = nlp("classifieds")
shopping_classifieds_buying = nlp("classifieds-buy")
shopping_classifieds_selling = nlp("classifieds-sell")
shopping_consumer_advocacy = nlp("consumer-advocacy")
shopping_consumer_protection = nlp("consumer-protection")
shopping_coupons = nlp("coupon")
shopping_department_stores = nlp("department-store")
shopping_discounts = nlp("discount")
shopping_dolls = nlp("doll")
shopping_dolls_accessories = nlp("doll-accessory")
shopping_electronic_cigarettes = nlp("e-cigarette")
shopping_entertainment_media = nlp("media-shopping")
shopping_gifts = nlp("gift")
shopping_luxury_goods = nlp("luxury-good")
shopping_malls = nlp("shopping-mall")
shopping_marijuana = nlp("marijuana")
shopping_marijuana_accessories = nlp("marijuana-accessory")
shopping_media_rentals = nlp("media-rental")
shopping_offers = nlp("offers")
shopping_online_shopping = nlp("online-shopping")
shopping_online_stores = nlp("online-store")
shopping_outdoor_backpacks = nlp("backback")
shopping_outdoor_hiking_boots = nlp("hiking-boots")
shopping_outdoor_tents = nlp("tent")
shopping_photo_services = nlp("photo-service")
shopping_price_comparisons = nlp("price-comparison")
shopping_ride_on_toys = nlp("ride-on-toy")
shopping_ride_on_wagons = nlp("ride-on-wagon")
shopping_sales = nlp("sale")
shopping_shopping_antiques = nlp("antique")
shopping_shopping_apparel = nlp("clothes")
shopping_shopping_athletic_apparel = nlp("athletic-clothes")
shopping_shopping_auctions = nlp("auction")
shopping_shopping_casual_apparel = nlp("casual-clothes")
shopping_shopping_children_clothing = nlp("children-clothes")
shopping_shopping_children_shopping = nlp("children-shopping")
shopping_shopping_clothing_accessories = nlp("clothes-accessory")
shopping_shopping_collectibles = nlp("collectible")
shopping_shopping_consumer_resources = nlp("consumer-resource")
shopping_shopping_costumes = nlp("costumes")
shopping_shopping_eyewear = nlp("eyewear")
shopping_shopping_flowers = nlp("flowers")
shopping_shopping_footwear = nlp("footwear")
shopping_shopping_formal_wear = nlp("formal-wear")
shopping_shopping_gifts = nlp("gift shop")
shopping_shopping_headwear = nlp("headwear-shop")
shopping_shopping_media = nlp("media-shop")
shopping_shopping_men = nlp("men-shop")
shopping_shopping_men_clothing = nlp("men-clothes")
shopping_shopping_men_shoe = nlp("men-shoes")
shopping_shopping_men_suit = nlp("men-suit")
shopping_shopping_men_tie = nlp("tie")
shopping_shopping_special = nlp("special-shopping")
shopping_shopping_swimwear = nlp("swimwear")
shopping_shopping_toys_die_cast_toy_vehicles = nlp("die-cast-toy")
shopping_shopping_undergarments = nlp("undergarment-shop")
shopping_shopping_women = nlp("women-shop")
shopping_shopping_women_clothing = nlp("women-clothes-shop")
shopping_smokeless_tobacco = nlp("smokeless-tobacco")
shopping_smoking_accessories = nlp("smoking-accessory")
shopping_sports_equipment = nlp("sports-equipment")
shopping_stuffed_toys = nlp("stuffed-toy")
shopping_tobacco = nlp("tobacco")
shopping_tobacco_accessories = nlp("tobacco-accessory")
shopping_tobacco_cigarettes = nlp("cigarette")
shopping_tobacco_cigars = nlp("cigar")
shopping_tobacco_pipe = nlp("pipe-tobacco")
shopping_toys = nlp("toy")
shopping_vaping = nlp("vape")
shopping_video_services = nlp("video-service")
society_advocacy_labor = nlp("labor-advocacy")
society_beliefs = nlp("belief")
society_bisexual = nlp("bi-sexual")
society_charity = nlp("charity")
society_children = nlp("children")
society_dating = nlp("dating")
society_discrimination_advocacy = nlp("discrimination-advocacy")
society_economics = nlp("economics")
society_environmental_advocacy = nlp("environmental-advocacy")
society_family_relationship_aunt = nlp("aunt")
society_family_relationship_boyfriend = nlp("boyfriend")
society_family_relationship_brother = nlp("brother")
society_family_relationship_father = nlp("father")
society_family_relationship_girlfriend = nlp("girlfriend")
society_family_relationship_grandchild = nlp("grandchild")
society_family_relationship_grandparent = nlp("grandparent")
society_family_relationship_husband = nlp("husband")
society_family_relationship_mother = nlp("mother")
society_family_relationship_parent = nlp("parent")
society_family_relationship_sister = nlp("sister")
society_family_relationship_uncle = nlp("uncle")
society_family_relationship_wife = nlp("wife")
society_family_relationships = nlp("family-relationship")
society_family_relationships_children = nlp("relationship-children")
society_gay = nlp("gay")
society_guns = nlp("guns")
society_human_liberties = nlp("human-liberties")
society_human_rights = nlp("human-rights")
society_hunger = nlp("hunger")
society_identity_advocacy = nlp("identity-advocacy")
society_identity_politics = nlp("identity-politics")
society_kids_teens_children_interests = nlp("children-interest")
society_kids_teens_teen_interests = nlp("teen-interest")
society_labor_issues = nlp("labor-issue")
society_lesbian = nlp("lesbian")
society_lgbtq = nlp("lgbt")
society_mentor = nlp("mentor")
society_people = nlp("people")
society_philanthropy = nlp("philanthropy")
society_political_science = nlp("political-science")
society_poverty = nlp("poverty")
society_privacy = nlp("privacy")
society_queer = nlp("queer")
society_relations_advocacy = nlp("relations-advocacy")
society_relationship_student = nlp("student")
society_relationship_teacher = nlp("teacher")
society_relationships_marriage = nlp("marriage")
society_religion = nlp("religion")
society_responsibility = nlp("responsibility")
society_retirement = nlp("retirement")
society_self_defense = nlp("self-defense")
society_self_improvement = nlp("self-improvement")
society_social_advocacy = nlp("social-advocacy")
society_social_issues = nlp("social-issues")
society_social_justice = nlp("social-justice")
society_social_sciences = nlp("social-science")
society_social_sciences_psychology = nlp("psychology")
society_society = nlp("society")
society_straight_sexuality = nlp("straight-sexuality")
society_subcultures_niche_interests = nlp("subculture")
society_teens = nlp("teen")
society_transgender = nlp("transgender")
society_troubled_relationships = nlp("troubled-relationship")
society_war = nlp("war")
sports_american_football = nlp("football")
sports_american_soccer = nlp("american-soccer")
sports_animal_sports = nlp("animal-sport")
sports_australian_football = nlp("australian-football")
sports_auto_racing = nlp("auto-racing")
sports_baseball = nlp("baseball")
sports_basketball = nlp("basketball")
sports_boat_racing = nlp("boat-race")
sports_boxing = nlp("boxing")
sports_coaching = nlp("coaching")
sports_coaching_coaching = nlp("sport-coaching")
sports_coaching_training = nlp("sport-training")
sports_college_baseball = nlp("college-baseball")
sports_college_basketball = nlp("college-basketball")
sports_college_football = nlp("college-football")
sports_college_sports = nlp("college-sport")
sports_combat_sports = nlp("combat-sport")
sports_cricket = nlp("cricket")
sports_cycling = nlp("cycling")
sports_diving = nlp("diving")
sports_dog_racing = nlp("dog-race")
sports_drag_racing = nlp("drag-race")
sports_extreme_sports = nlp("extreme-sport")
sports_fantasy_sports = nlp("fantasy-sport")
sports_football = nlp("football")
sports_golf = nlp("golf")
sports_gymnastics = nlp("gymnastic")
sports_hockey = nlp("hockey")
sports_horse_racing = nlp("horse-racing")
sports_ice_skating = nlp("ice-skate")
sports_international_sports = nlp("international-sport")
sports_martial_arts = nlp("martial-art")
sports_mlb_american_baseball = nlp("mlb")
sports_mls_american_soccer = nlp("mls")
sports_motocycle_racing = nlp("motocycle-race")
sports_motor_sports = nlp("motor-sport")
sports_nba_american_basketball = nlp("nba")
sports_nfl_american_football = nlp("nfl")
sports_nhl_american_hockey = nlp("nhl")
sports_olympics = nlp("olympic")
sports_personal_sports = nlp("personal-sport")
sports_pga_american_golf = nlp("pga")
sports_pro_baseball = nlp("pro-baseball")
sports_pro_basketball = nlp("pro-basketball")
sports_pro_cycling = nlp("pro-cycling")
sports_pro_golf = nlp("pro-golf")
sports_pro_gymnastics = nlp("pro-gymnastic")
sports_pro_ice_skating = nlp("pro-ice-skating")
sports_pro_racquet_sports = nlp("pro-racquet-sport")
sports_pro_skate_sports = nlp("pro-skate-sport")
sports_pro_skateboarding = nlp("pro-skateboard")
sports_pro_skating = nlp("pro-skate")
sports_pro_tennis = nlp("pro-tennis")
sports_racquet_sports = nlp("racquet-sport")