# Notebook from sridharnandigam/AlphaHacks
Path: brand_embeddings/wiki_scraper.ipynb

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!pip install fire
!pip install wikipedia

!pip install beautifulsoup4
!pip install google
!pip install requestsCollecting fire
  Downloading https://files.pythonhosted.org/packages/11/07/a119a1aa04d37bc819940d95ed7e135a7dcca1c098123a3764a6dcace9e7/fire-0.4.0.tar.gz (87kB)

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Building wheels for collected packages: fire
  Building wheel for fire (setup.py) ... done
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Successfully built fire
Installing collected packages: fire
Successfully installed fire-0.4.0
Collecting wikipedia
  Downloading https://files.pythonhosted.org/packages/67/35/25e68fbc99e672127cc6fbb14b8ec1ba3dfef035bf1e4c90f78f24a80b7d/wikipedia-1.4.0.tar.gz
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Building wheels for collected packages: wikipedia
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  Created wheel for wikipedia: filename=wikipedia-1.4.0-cp37-none-any.whl size=11697 sha256=05afd912f361f6ded202caabe2e0897f7e29017abc7dfef1f1a7bb3b971e8c11
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Successfully built wikipedia
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Successfully installed wikipedia-1.4.0
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import io
import os
import shutil
import re
import string
import tensorflow as tf
import numpy as np

import logging
import wikipedia
import random

from bs4 import BeautifulSoup as bs
import requests
import json

import nltk
from nltk.corpus import stopwords

from googlesearch import search

from tensorflow.keras import Sequential
from tensorflow.keras.layers import Dense, Embedding, GlobalAveragePooling1D
from tensorflow.keras.layers.experimental.preprocessing import TextVectorization_____no_output_____

#NEW DATASET
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brand_list_link = "https://en.wikipedia.org/wiki/List_of_brand_name_food_products"

link_title = brand_list_link.split('/')[-1]  #Isolate title of wiki page

#API Request to get json data for link
api_request = "https://en.wikipedia.org/w/api.php?action=query&format=json&titles=" + link_title

#API Request to get all links in form of json data for link
links_api_request = "https://en.wikipedia.org/w/api.php?action=query&prop=links&format=json&titles=" + link_title

#Make API Calls
response = requests.get(api_request)
links_response = requests.get(links_api_request)
#print(response.json())
print(links_response.json()['query']['pages']['9091733']['links'])[{'ns': 0, 'title': '5-4-3-2-1'}, {'ns': 0, 'title': 'Act II (popcorn)'}, {'ns': 0, 'title': 'Almarai'}, {'ns': 0, 'title': 'Alpro'}, {'ns': 0, 'title': 'Ambrosia (food brand)'}, {'ns': 0, 'title': 'Amul'}, {'ns': 0, 'title': "Amy's Kitchen"}, {'ns': 0, 'title': "Andy Capp's fries"}, {'ns': 0, 'title': 'Angel Delight'}, {'ns': 0, 'title': 'Apple Chips'}]

title_api = "https://en.wikipedia.org/w/api.php?action=query&format=json&titles="
search_api = "https://en.wikipedia.org/w/api.php?action=opensearch&limit=1&namespace=0&format=json&search="
pageid_api = "https://en.wikipedia.org/w/api.php?action=query&prop=extracts|revisions&rvslots=*&rvprop=content&format=json&pageids="
summary_api = "https://en.wikipedia.org/w/api.php?action=query&prop=extracts&exsentences=10&exlimit=1&explaintext=1&format=json&pageids="
summary_api_title = "https://en.wikipedia.org/w/api.php?action=query&prop=extracts&exsentences=10&exlimit=1&explaintext=1&format=json&titles="
page_content_api = "https://en.wikipedia.org/w/api.php?action=query&prop=extracts|revisions&exlimit=1&explaintext=1&format=json&pageids="

brand_list_fp = "/content/cleaned_brand_list.json"
emb_save_fp = "embeddings.json"

keyword_list = ['brand', 'company', 'business', 'retail', 'manufact']_____no_output_____#GET LIST OF PAGE ID's
company_list_link = "https://en.wikipedia.org/wiki/List_of_food_companies"

res = requests.get(company_list_link)
soup = bs(res.text, "html.parser")
link_list = {}
page_dict = {}
for link in soup.find_all("a"):
    url = link.get("href", "")
    if "/wiki/" in url:
      link_list[link.text.strip()] = url

print(link_list)

for link_title in link_list:
  api_request = title_api + link_title
  response = requests.get(api_request)
  json_data = response.json()
  try:
    temp_value = list((json_data['query']['pages'].keys()))[0]
    print(temp_value)
    page_dict[link_title] = temp_value
  except KeyError:
    print("KeyError w/ ", link_title)
    continue

print(page_dict){'': '/wiki/Main_Page', 'dynamic list': '/wiki/Wikipedia:WikiProject_Lists#Incomplete_lists', 'reliable sources': '/wiki/Wikipedia:Reliable_sources', 'food production': '/wiki/Food_production', 'All Joy Foods': '/wiki/All_Joy_Foods', 'Bakers': '/wiki/Bakers_(bakery)', 'BOS Ice Tea': '/wiki/BOS_Ice_Tea', 'Cevital': '/wiki/Cevital', 'Choppies': '/wiki/Choppies', 'Clover': '/wiki/Clover_(dairy)', 'Colcom Foods': '/wiki/Colcom_Foods', 'Distell Group Limited': '/wiki/Distell_Group_Limited', 'Famous Brands': '/wiki/Famous_Brands', 'Golden Web': '/wiki/Golden_Web_(company)', 'Kenya Wine Agencies Limited': '/wiki/Kenya_Wine_Agencies_Limited', 'Les Domaines Agricoles': '/wiki/Les_Domaines_Agricoles', 'Meat Corporation of Namibia': '/wiki/Meat_Corporation_of_Namibia', 'Melcom': '/wiki/Melcom', 'Nile Breweries Limited': '/wiki/Nile_Breweries_Limited', 'Pioneer Foods': '/wiki/Pioneer_Foods', 'SOMED': '/wiki/SOMED', 'Spur Corporation': '/wiki/Spur_Corporation', 'Tiger Brands': '/wiki/Tiger_Brands', 'Tilda Uganda': '/wiki/Tilda_Uganda', 'Tongaat Hulett': '/wiki/Tongaat_Hulett', 'Grupo Arcor': '/wiki/Grupo_Arcor', 'Havanna': '/wiki/Havanna_(Argentine_company)', 'La Serenísima': '/wiki/La_Seren%C3%ADsima', 'Molinos Río de la Plata': '/wiki/Molinos_R%C3%ADo_de_la_Plata', 'SanCor': '/wiki/SanCor', 'The a2 Milk Company': '/wiki/The_a2_Milk_Company', 'Baiada Poultry': '/wiki/Baiada_Poultry', 'Bakers Delight': '/wiki/Bakers_Delight', 'Balfours': '/wiki/Balfours', 'Baskin-Robbins Australia': '/wiki/Baskin-Robbins_Australia', 'Beerenberg Farm': '/wiki/Beerenberg_Farm', 'Bega Cheese': '/wiki/Bega_Cheese', "Bellamy's Australia": '/wiki/Bellamy%27s_Australia', "Bickford's Australia": '/wiki/Bickford%27s_Australia', 'Boost Juice': '/wiki/Boost_Juice', 'Breadtop': '/wiki/Breadtop', 'Bulla Dairy Foods': '/wiki/Bulla_Dairy_Foods', 'Bundaberg Brewed Drinks': '/wiki/Bundaberg_Brewed_Drinks', 'Camperdown Dairy International': '/wiki/Camperdown_Dairy_International', 'Canberra Milk': '/wiki/Canberra_Milk', 'Darrell Lea': '/wiki/Darrell_Lea', 'Dick Smith Foods': '/wiki/Dick_Smith_Foods', 'Ernest Hillier Chocolates': '/wiki/Ernest_Hillier_Chocolates', 'Ferguson Plarre Bakehouses': '/wiki/Ferguson_Plarre_Bakehouses', 'Frosty Boy': '/wiki/Frosty_Boy', "Haigh's Chocolates": '/wiki/Haigh%27s_Chocolates', 'Huon Aquaculture': '/wiki/Huon_Aquaculture', 'Inghams Enterprises': '/wiki/Inghams_Enterprises', 'Isis Central Sugar Mill': '/wiki/Isis_Central_Sugar_Mill', 'Lion Dairy & Drinks': '/wiki/Lion_Dairy_%26_Drinks', "Mrs Mac's Pies": '/wiki/Mrs_Mac%27s_Pies', 'Murray Goulburn Co-operative': '/wiki/Murray_Goulburn_Co-operative', 'Norco Co-operative': '/wiki/Norco_Co-operative', 'Nuttelex': '/wiki/Nuttelex', 'Patties Foods': '/wiki/Patties_Foods', 'Preshafood': '/wiki/Preshafood', 'Retail Food Group': '/wiki/Retail_Food_Group', 'San Remo Macaroni Company': '/wiki/San_Remo_Macaroni_Company', 'Sanitarium': '/wiki/Sanitarium_Health_Food_Company', 'Schweppes Australia': '/wiki/Schweppes_Australia', 'So Natural': '/wiki/So_Natural_(brand)', 'Sustagen': '/wiki/Sustagen', 'Tassal': '/wiki/Tassal', 'Thomas Foods International': '/wiki/Thomas_Foods_International', 'Three Threes Condiments': '/wiki/Three_Threes_Condiments', 'Warrnambool Cheese and Butter': '/wiki/Warrnambool_Cheese_and_Butter', 'Weis': '/wiki/Weis_(frozen_foods_company)', "Wendy's Supa Sundaes": '/wiki/Wendy%27s_Supa_Sundaes', 'Wesfarmers': '/wiki/Wesfarmers', 'Agrana': '/wiki/Agrana', 'Brauerei Ottakringer': '/wiki/Brauerei_Ottakringer', 'Do & Co': '/wiki/Do_%26_Co', 'Julius Meinl': '/wiki/Julius_Meinl', 'Manner': '/wiki/Manner_(confectionery)', 'Pez': '/wiki/Pez', 'Rauch': '/wiki/Rauch_(company)', 'Red Bull GmbH': '/wiki/Red_Bull_GmbH', 'Bahra Biscuit Factory': '/wiki/Bahra_Biscuit_Factory', 'Shollar water': '/wiki/Shollar_water', 'Vinagro': '/wiki/Vinagro', 'Anheuser-Busch InBev': '/wiki/Anheuser-Busch_InBev', 'Cavalier Chocolate': '/wiki/Cavalier_Chocolate', 'Confiserie Roodthooft': '/wiki/Confiserie_Roodthooft', 'Delhaize Group': '/wiki/Delhaize_Group', "Duc d'O": '/wiki/Duc_d%27O', 'Glacio': '/wiki/Glacio', 'John Martin Brewery': '/wiki/John_Martin_Brewery', 'Jules Destrooper': '/wiki/Jules_Destrooper', 'Le Pain Quotidien': '/wiki/Le_Pain_Quotidien', 'Leonidas': '/wiki/Leonidas_(chocolate_maker)', 'Lotus Bakeries': '/wiki/Lotus_Bakeries', 'Meurens': '/wiki/Meurens', 'Neuhaus': '/wiki/Neuhaus_(chocolatier)', 'Vanparys': '/wiki/Vanparys', 'Ysco': '/wiki/Ysco', 'Brazilian Fast Food Corporation': '/wiki/Brazilian_Fast_Food_Corporation', 'BRF S.A.': '/wiki/BRF_S.A.', 'Copacol': '/wiki/Copacol', 'Garoto': '/wiki/Garoto', 'Grupo Petrópolis': '/wiki/Grupo_Petr%C3%B3polis', 'International Meal Company': '/wiki/International_Meal_Company', 'JBS S.A.': '/wiki/JBS_S.A.', 'Marfrig': '/wiki/Marfrig', 'Vigor S.A.': '/wiki/Vigor_S.A.', 'Vitta Foods': '/wiki/Vitta_Foods', 'Agropur': '/wiki/Agropur', 'Bothwell Cheese': '/wiki/Bothwell_Cheese', 'Canyon Creek Food Company': '/wiki/Canyon_Creek_Food_Company', "Chapman's": '/wiki/Chapman%27s', 'Cott': '/wiki/Cott', 'Daiya': '/wiki/Daiya', 'Dan-D Foods': '/wiki/Dan-D_Foods', 'Dare Foods': '/wiki/Dare_Foods', "Earth's Own Food Company": '/wiki/Earth%27s_Own_Food_Company', 'Ganong Bros.': '/wiki/Ganong_Bros.', 'Gay Lea': '/wiki/Gay_Lea', 'George Weston Limited': '/wiki/George_Weston_Limited', 'Jim Pattison Group': '/wiki/Jim_Pattison_Group', 'Just Us!': '/wiki/Just_Us!', 'Kawartha Dairy Company': '/wiki/Kawartha_Dairy_Company', 'Lassonde Industries': '/wiki/Lassonde_Industries', 'Laura Secord Chocolates': '/wiki/Laura_Secord_Chocolates', "Lester's Foods Ltd.": '/wiki/Lester%27s_Foods_Ltd.', 'M&M Food Market': '/wiki/M%26M_Food_Market', 'Maple Leaf Foods': '/wiki/Maple_Leaf_Foods', 'McCain Foods': '/wiki/McCain_Foods', 'Metro Inc.': '/wiki/Metro_Inc.', "Mike's Hard Lemonade Co.": '/wiki/Mike%27s_Hard_Lemonade_Co.', 'MTY Food Group': '/wiki/MTY_Food_Group', "Nature's Path": '/wiki/Nature%27s_Path', 'Naya Waters': '/wiki/Naya_Waters', 'Olymel': '/wiki/Olymel', 'Organic Meadow Cooperative': '/wiki/Organic_Meadow_Cooperative', 'Première Moisson': '/wiki/Premi%C3%A8re_Moisson', 'Premium Brands Holdings Corporation': '/wiki/Premium_Brands_Holdings_Corporation', "Purdy's Chocolates": '/wiki/Purdy%27s_Chocolates', 'Purity Factories': '/wiki/Purity_Factories', 'Recipe Unlimited': '/wiki/Recipe_Unlimited', 'Restaurant Brands International': '/wiki/Restaurant_Brands_International', 'Rogers Sugar': '/wiki/Rogers_Sugar', 'Saputo': '/wiki/Saputo_Inc.', 'Sobeys': '/wiki/Sobeys', 'SunOpta': '/wiki/SunOpta', 'Voortman Cookies': '/wiki/Voortman_Cookies', 'Nomad Foods': '/wiki/Nomad_Foods', 'Castaño': '/wiki/Casta%C3%B1o_(bakery)', 'Compañía de las Cervecerías Unidas': '/wiki/Compa%C3%B1%C3%ADa_de_las_Cervecer%C3%ADas_Unidas', 'Concha y Toro': '/wiki/Concha_y_Toro', 'IANSA': '/wiki/IANSA_(company)', 'Soprole': '/wiki/Soprole', 'Category:Food manufacturers of Hong Kong': '/wiki/Category:Food_manufacturers_of_Hong_Kong', 'Amoy Food': '/wiki/Amoy_Food', 'Bright Food': '/wiki/Bright_Food', 'Chaoda Modern Agriculture': '/wiki/Chaoda_Modern_Agriculture', 'COFCO Group': '/wiki/COFCO_Group', 'Convenience Retail Asia': '/wiki/Convenience_Retail_Asia', 'Dachan Food': '/wiki/Dachan_Food_(Asia)', 'Dairy Farm International Holdings': '/wiki/Dairy_Farm_International_Holdings', 'Fufeng Group': '/wiki/Fufeng_Group', 'Fujian Dali Group': '/wiki/Fujian_Dali_Group', 'Global Sweeteners': '/wiki/Global_Sweeteners', 'Hangzhou Wahaha Group': '/wiki/Hangzhou_Wahaha_Group', 'Hanwei Group': '/wiki/Hanwei_Group', 'Huiyuan Juice': '/wiki/Huiyuan_Juice', 'Kee Wah Bakery': '/wiki/Kee_Wah_Bakery', 'Kweichow Moutai Company': '/wiki/Kweichow_Moutai_Company', 'La Rose Noire': '/wiki/La_Rose_Noire', 'Mengniu Dairy': '/wiki/Mengniu_Dairy', 'Shuanghui': '/wiki/Shuanghui', 'Tien Chun Ve-Tsin': '/wiki/Tien_Chun_Ve-Tsin', 'Ting Hsin International Group': '/wiki/Ting_Hsin_International_Group', 'Uni-President Enterprises Corporation': '/wiki/Uni-President_Enterprises_Corporation', 'Viro': '/wiki/Viro_(company)', 'Want Want': '/wiki/Want_Want', 'Xinjiang Chalkis Co.Ltd': '/wiki/Xinjiang_Chalkis_Co.Ltd', 'Yili Group': '/wiki/Yili_Group', 'Yurun Group': '/wiki/Yurun_Group', 'Zoo Holdings Group': '/wiki/Zoo_Holdings_Group', 'Zvečevo': '/wiki/Zve%C4%8Devo', 'Alpina Productos Alimenticios': '/wiki/Alpina_Productos_Alimenticios', 'Grupo Nutresa': '/wiki/Grupo_Nutresa', 'Postobón': '/wiki/Postob%C3%B3n', 'Quala': '/wiki/Quala', 'Agrokor': '/wiki/Agrokor', 'Atlantic Grupa': '/wiki/Atlantic_Grupa', 'Čakovečki mlinovi': '/wiki/%C4%8Cakove%C4%8Dki_mlinovi', 'Franck': '/wiki/Franck_(company)', 'Koestlin': '/wiki/Koestlin', 'Kraš': '/wiki/Kra%C5%A1', 'Podravka': '/wiki/Podravka', 'Vindija': '/wiki/Vindija_(company)', 'José Arechabala S.A.': '/wiki/Jos%C3%A9_Arechabala_S.A.', 'Arla Foods': '/wiki/Arla_Foods', 'Carlsberg Group': '/wiki/Carlsberg_Group', 'Chr. Hansen': '/wiki/Chr._Hansen', 'Co-Ro Food': '/wiki/Co-Ro_Food', 'Danish Agro': '/wiki/Danish_Agro', 'Danish Crown AmbA': '/wiki/Danish_Crown_AmbA', 'DAVA Foods': '/wiki/DAVA_Foods', 'Friis-Holm': '/wiki/Friis-Holm', 'Kohberg Bakery Group': '/wiki/Kohberg_Bakery_Group', 'Knuthenlund': '/wiki/Knuthenlund', 'Løgismose Meyers': '/wiki/L%C3%B8gismose_Meyers', 'Stauning Whisky': '/wiki/Stauning_Whisky', 'Toms International': '/wiki/Toms_International', 'Atria': '/wiki/Atria_(company)', 'Fazer': '/wiki/Fazer', 'HKScan': '/wiki/HKScan', 'Kaslink Foods': '/wiki/Kaslink_Foods', 'Paulig': '/wiki/Paulig', 'Raisio Group': '/wiki/Raisio_Group', 'Valio': '/wiki/Valio', 'Alter Eco': '/wiki/Alter_Eco', 'Amorino': '/wiki/Amorino_(company)', 'Bel Group': '/wiki/Bel_Group', 'Biscuiterie Saint-Michel': '/wiki/Biscuiterie_Saint-Michel', 'Biscuits Fossier': '/wiki/Biscuits_Fossier', 'Bonduelle': '/wiki/Bonduelle', 'Bongrain': '/wiki/Bongrain', 'Bonnat Chocolates': '/wiki/Bonnat_Chocolates', 'Castel Group': '/wiki/Castel_Group', 'Comigel': '/wiki/Comigel', 'Compagnie des Fromages et RichesMonts': '/wiki/Compagnie_des_Fromages_et_RichesMonts', 'Cooperl Arc Atlantique': '/wiki/Cooperl_Arc_Atlantique', 'Dalloyau': '/wiki/Dalloyau', 'Danone': '/wiki/Danone', 'Daregal': '/wiki/Daregal', 'Debauve & Gallais': '/wiki/Debauve_%26_Gallais', 'Délifrance': '/wiki/D%C3%A9lifrance', 'Fleury Michon': '/wiki/Fleury_Michon', 'Groupe Bigard': '/wiki/Groupe_Bigard', 'Groupe Doux': '/wiki/Groupe_Doux', 'Groupe Holder': '/wiki/Groupe_Holder', 'Groupe Le Duff': '/wiki/Groupe_Le_Duff', 'Groupe Limagrain': '/wiki/Groupe_Limagrain', 'Hédiard': '/wiki/H%C3%A9diard', 'La Vie Claire': '/wiki/La_Vie_Claire_(company)', 'Lactalis': '/wiki/Lactalis', 'Lur Berri': '/wiki/Lur_Berri', 'Menier Chocolate': '/wiki/Menier_Chocolate', 'Michel et Augustin': '/wiki/Michel_et_Augustin', 'Pernod Ricard': '/wiki/Pernod_Ricard', 'Picard Surgelés': '/wiki/Picard_Surgel%C3%A9s', 'The Soufflet Group': '/wiki/The_Soufflet_Group', 'Tereos': '/wiki/Tereos', 'Valrhona': '/wiki/Valrhona', 'Alnatura': '/wiki/Alnatura', 'Asbach Uralt': '/wiki/Asbach_Uralt', 'August Storck': '/wiki/August_Storck', 'Bahlsen': '/wiki/Bahlsen', 'Born Feinkost': '/wiki/Born_Feinkost', 'C. Hahne Mühlenwerke GmbH & Co. KG': '/wiki/C._Hahne_M%C3%BChlenwerke_GmbH_%26_Co._KG', 'Coppenrath & Wiese': '/wiki/Coppenrath_%26_Wiese', 'Dr. Oetker': '/wiki/Dr._Oetker', 'Düsseldorfer Löwensenf': '/wiki/D%C3%BCsseldorfer_L%C3%B6wensenf', 'Frosta AG': '/wiki/Frosta_AG', 'Granini': '/wiki/Granini', 'Halloren Chocolate Factory': '/wiki/Halloren_Chocolate_Factory', 'Händlmaier': '/wiki/H%C3%A4ndlmaier', 'Hans Adler': '/wiki/Hans_Adler_(business)', 'Haribo': '/wiki/Haribo', 'Intersnack': '/wiki/Intersnack', 'Lorenz Snack-World': '/wiki/Lorenz_Snack-World', 'Mederer GmbH': '/wiki/Mederer_GmbH', 'Meica': '/wiki/Meica', 'Mestemacher': '/wiki/Mestemacher', 'Müller': '/wiki/M%C3%BCller_(company)', 'Mymuesli': '/wiki/Mymuesli', 'Niederegger': '/wiki/Niederegger', 'Nordzucker': '/wiki/Nordzucker', 'SARIA': '/wiki/SARIA', 'Südzucker': '/wiki/S%C3%BCdzucker', 'Teekampagne': '/wiki/Teekampagne', 'Teekanne': '/wiki/Teekanne_(company)', 'Waldemar Behn': '/wiki/Waldemar_Behn', 'Wild': '/wiki/Wild_(company)', 'Zott': '/wiki/Zott_(dairy_company)', 'Arapian': '/wiki/Arapian', 'Evga S.A': '/wiki/Evga_S.A', 'Haitoglou Bros': '/wiki/Haitoglou_Bros', 'Ion': '/wiki/Ion_(chocolate)', 'KYKNOS S.A.': '/wiki/KYKNOS_S.A.', 'Melissa S.A.': '/wiki/Melissa_S.A.', 'Mevgal': '/wiki/Mevgal', 'Miran Pastourma': '/wiki/Miran_Pastourma', 'Papadopoulos': '/wiki/Papadopoulos_(biscuits)', 'Terkenlis': '/wiki/Terkenlis', 'Vivartia': '/wiki/Vivartia', 'Aavin': '/wiki/Aavin', 'Al Nassma Chocolate': '/wiki/Al_Nassma_Chocolate', 'Amira Nature Foods': '/wiki/Amira_Nature_Foods', 'Amul': '/wiki/Amul', 'Balaji Wafers': '/wiki/Balaji_Wafers', 'Banas Dairy': '/wiki/Banas_Dairy', 'Bihar State Milk Co-operative Federation': '/wiki/Bihar_State_Milk_Co-operative_Federation', 'Bikanervala': '/wiki/Bikanervala', 'Bisk Farm': '/wiki/Bisk_Farm', 'Bonn Group of Industries': '/wiki/Bonn_Group_of_Industries', 'Britannia Industries': '/wiki/Britannia_Industries', 'BTW': '/wiki/Buckfast_Tonic_Wine', 'Cafe Coffee Day': '/wiki/Cafe_Coffee_Day', 'Candico': '/wiki/Candico', 'Creambell': '/wiki/Creambell', 'Dabur': '/wiki/Dabur', 'Dudhsagar Dairy': '/wiki/Dudhsagar_Dairy', 'Everest Spices': '/wiki/Everest_Spices', 'Faasos': '/wiki/Faasos', 'The Grand Sweets and Snacks': '/wiki/The_Grand_Sweets_and_Snacks', 'Hatsun Agro Product': '/wiki/Hatsun_Agro_Product', "Haldiram's": '/wiki/Haldiram%27s', 'Heritage Foods': '/wiki/Heritage_Foods', 'Idhayam': '/wiki/Idhayam_(brand)', 'ITC Limited': '/wiki/ITC_Limited', 'Jubilant FoodWorks': '/wiki/Jubilant_FoodWorks', 'Karachi Bakery': '/wiki/Karachi_Bakery', 'Karnataka Milk Federation': '/wiki/Karnataka_Milk_Federation', 'Kerala Co-operative Milk Marketing Federation': '/wiki/Kerala_Co-operative_Milk_Marketing_Federation', 'Kerala Solvent Extractions': '/wiki/Kerala_Solvent_Extractions', 'KS Oils': '/wiki/KS_Oils', 'Mahashian Di Hatti': '/wiki/Mahashian_Di_Hatti', 'Manpasand Beverages': '/wiki/Manpasand_Beverages', 'Marico': '/wiki/Marico', 'Mavalli Tiffin Room': '/wiki/Mavalli_Tiffin_Room', 'Meat Products of India': '/wiki/Meat_Products_of_India', 'Milk Mantra': '/wiki/Milk_Mantra', 'Monginis': '/wiki/Monginis', 'Morarka Organic': '/wiki/Morarka_Organic', 'Mother Dairy': '/wiki/Mother_Dairy', 'MTR Foods': '/wiki/MTR_Foods', "Orissa State Cooperative Milk Producers' Federation": '/wiki/Orissa_State_Cooperative_Milk_Producers%27_Federation', 'Parle Agro': '/wiki/Parle_Agro', 'Parle Products': '/wiki/Parle_Products', 'Patanjali Ayurved': '/wiki/Patanjali_Ayurved', 'Pulla Reddy Sweets': '/wiki/Pulla_Reddy_Sweets', 'Punjabi Chandu Halwai Karachiwala': '/wiki/Punjabi_Chandu_Halwai_Karachiwala', 'Rajesh Masala': '/wiki/Rajesh_Masala', 'REI Agro Limited': '/wiki/REI_Agro_Limited', 'Ruchi Soya': '/wiki/Ruchi_Soya', 'Shanthi Feeds': '/wiki/Shanthi_Feeds', 'Skylark Group': '/wiki/Skylark_Group', 'Sri Krishna Sweets': '/wiki/Sri_Krishna_Sweets', 'Suguna Foods': '/wiki/Suguna_Foods', 'Suminter India Organics': '/wiki/Suminter_India_Organics', 'Tata Coffee': '/wiki/Tata_Coffee', 'Tata Starbucks': '/wiki/Tata_Starbucks', 'Tata Consumer Products': '/wiki/Tata_Consumer_Products', 'Tasty Bite': '/wiki/Tasty_Bite', 'Vadilal': '/wiki/Vadilal', 'Varun Beverages': '/wiki/Varun_Beverages', 'Indofood': '/wiki/Indofood', 'Mayora Indah': '/wiki/Mayora_Indah', 'Abbey Cheese Company': '/wiki/Abbey_Cheese_Company', 'Abrakebabra Investments': '/wiki/Abrakebabra_Investments', 'Ardsallagh Goat Farm': '/wiki/Ardsallagh_Goat_Farm', "Barry's Tea": '/wiki/Barry%27s_Tea', 'Béal Organic Cheese': '/wiki/B%C3%A9al_Organic_Cheese', "Bewley's": '/wiki/Bewley%27s', 'Bluebell Falls': '/wiki/Bluebell_Falls', 'Burren Smokehouse': '/wiki/Burren_Smokehouse', 'Butlers Chocolates': '/wiki/Butlers_Chocolates', 'C&C Group': '/wiki/C%26C_Group', "Cahill's Farm Cheese": '/wiki/Cahill%27s_Farm_Cheese', 'Carlow Brewing Company': '/wiki/Carlow_Brewing_Company', 'Carrigaline Farmhouse Cheese': '/wiki/Carrigaline_Farmhouse_Cheese', 'Donegal Creameries': '/wiki/Donegal_Creameries', "Flahavan's": '/wiki/Flahavan%27s', 'Fyffes': '/wiki/Fyffes', 'Gleeson Group': '/wiki/Gleeson_Group', 'Greencore': '/wiki/Greencore', 'Hadji Bey': '/wiki/Hadji_Bey', "Irwin's Bakery": '/wiki/Irwin%27s_Bakery', 'Kerry Group': '/wiki/Kerry_Group', 'Lakeland Dairies': '/wiki/Lakeland_Dairies', 'Lyons Tea': '/wiki/Lyons_Tea_(Ireland)', 'Mauds Ice Creams': '/wiki/Mauds_Ice_Creams', 'Murphys Ice Cream': '/wiki/Murphys_Ice_Cream', 'Nobó': '/wiki/Nob%C3%B3', 'Old Bushmills Distillery': '/wiki/Old_Bushmills_Distillery', 'Ornua': '/wiki/Ornua', 'R&H Hall': '/wiki/R%26H_Hall', 'Shamrock Foods': '/wiki/Shamrock_Foods', 'Tayto (Northern Ireland)': '/wiki/Tayto_(Northern_Ireland)', 'Tayto (Republic of Ireland)': '/wiki/Tayto_(Republic_of_Ireland)', 'Valeo Foods': '/wiki/Valeo_Foods', 'Angel Bakeries': '/wiki/Angel_Bakeries', "Berman's Bakery": '/wiki/Berman%27s_Bakery', 'Osem': '/wiki/Osem_(company)', 'Prigat': '/wiki/Prigat', 'Strauss': '/wiki/Strauss_Group', 'Tara': '/wiki/Tara_(Israel)', 'Yehuda Matzos': '/wiki/Yehuda_Matzos', 'Amedei': '/wiki/Amedei', 'Auricchio': '/wiki/Auricchio', 'Autogrill': '/wiki/Autogrill', 'Balconi': '/wiki/Balconi', 'Balocco': '/wiki/Balocco_(company)', 'Barilla Group': '/wiki/Barilla_Group', 'Bartolo Nardini': '/wiki/Bartolo_Nardini', 'Bertagni': '/wiki/Bertagni', 'Campari Group': '/wiki/Campari_Group', 'Carapelli': '/wiki/Carapelli', 'Cielo': '/wiki/Cielo_(company)', 'Cirio': '/wiki/Cirio', 'Coppola Foods': '/wiki/Coppola_Foods', 'De Cecco': '/wiki/De_Cecco', 'Domori': '/wiki/Domori', 'Elledi': '/wiki/Elledi', 'Ferrero SpA': '/wiki/Ferrero_SpA', 'Gelati Cecchi': '/wiki/Gelati_Cecchi', 'Giovanni Rana': '/wiki/Giovanni_Rana', 'Girolamo Luxardo': '/wiki/Girolamo_Luxardo', 'Granarolo': '/wiki/Granarolo_(company)', 'Grom': '/wiki/Grom_(company)', 'Guglielmo coffee': '/wiki/Guglielmo_coffee', 'Gustobene': '/wiki/Gustobene', 'La Molisana': '/wiki/La_Molisana', 'Lavazza': '/wiki/Lavazza', 'Lazzaroni': '/wiki/Lazzaroni', 'Loacker': '/wiki/Loacker', 'Marzadro Distillery': '/wiki/Marzadro_Distillery', 'Massimo Zanetti Beverage Group': '/wiki/Massimo_Zanetti_Beverage_Group', 'Nardini': '/wiki/Nardini_(grappa)', 'Nonino Grappa': '/wiki/Nonino_Grappa', 'Parmalat': '/wiki/Parmalat', 'Pernigotti': '/wiki/Pernigotti', 'Polli': '/wiki/Polli_(company)', 'Saclà Italia': '/wiki/Sacl%C3%A0_Italia', 'San Carlo': '/wiki/San_Carlo_(company)', 'Sterilgarda': '/wiki/Sterilgarda', 'Venchi': '/wiki/Venchi', 'Vicenzi': '/wiki/Vicenzi', 'Voiello': '/wiki/Voiello', 'Ajinomoto': '/wiki/Ajinomoto', 'Asahi Breweries': '/wiki/Asahi_Breweries', 'Calbee': '/wiki/Calbee', 'Ezaki Glico': '/wiki/Ezaki_Glico', 'Fujimitsu Corporation': '/wiki/Fujimitsu_Corporation', 'Fujiya': '/wiki/Fujiya', 'House Foods': '/wiki/House_Foods', 'Kabaya': '/wiki/Kabaya', 'Kagome': '/wiki/Kagome_(company)', 'Kikkoman': '/wiki/Kikkoman', 'Kirin Company': '/wiki/Kirin_Company', 'LEOC Japan': '/wiki/LEOC_Japan', 'Maruchan': '/wiki/Maruchan', 'Maruha Nichiro': '/wiki/Maruha_Nichiro', 'Marukome': '/wiki/Marukome', 'Meiji Dairies': '/wiki/Meiji_Dairies', 'Meiji Seika': '/wiki/Meiji_Seika', 'Mizkan': '/wiki/Mizkan', 'Morinaga': '/wiki/Morinaga_%26_Company', 'Nippon Flour Mills': '/wiki/Nippon_Flour_Mills', 'Nippon Ham': '/wiki/Nippon_Ham', 'Nippon Suisan Kaisha': '/wiki/Nippon_Suisan_Kaisha', 'Nissin Foods': '/wiki/Nissin_Foods', 'Sapporo Brewery': '/wiki/Sapporo_Brewery', 'Shidax': '/wiki/Shidax', 'Snow Brand Milk Products': '/wiki/Snow_Brand_Milk_Products', 'Suntory': '/wiki/Suntory', 'Tohato': '/wiki/Tohato', 'Toyo Suisan': '/wiki/Toyo_Suisan', 'Yakult': '/wiki/Yakult', 'Yamazaki Baking': '/wiki/Yamazaki_Baking', 'Zensho': '/wiki/Zensho', 'Americana Group': '/wiki/Americana_Group', 'Kout Food Group': '/wiki/Kout_Food_Group', 'BOH Plantations': '/wiki/BOH_Plantations', 'Felda Global Ventures Holdings': '/wiki/Felda_Global_Ventures_Holdings', 'The Italian Baker': '/wiki/The_Italian_Baker', "Kart's": '/wiki/Kart%27s', 'Mamee Double-Decker': '/wiki/Mamee_Double-Decker', "Munchy's": '/wiki/Munchy%27s', 'Polar Ice Cream': '/wiki/Polar_Ice_Cream', 'Ramly Group': '/wiki/Ramly_Group', 'Sabah Tea': '/wiki/Sabah_Tea', 'Sime Darby': '/wiki/Sime_Darby', 'United Plantations': '/wiki/United_Plantations', 'Yit Foh Tenom Coffee': '/wiki/Yit_Foh_Tenom_Coffee', 'Ah Cacao Real Chocolate': '/wiki/Ah_Cacao_Real_Chocolate', 'Alpura': '/wiki/Alpura_(company)', 'Alsea': '/wiki/Alsea_(company)', 'Bachoco': '/wiki/Bachoco', 'Búfalo': '/wiki/B%C3%BAfalo', 'Chilchota Alimentos': '/wiki/Chilchota_Alimentos', 'Cholula Hot Sauce': '/wiki/Cholula_Hot_Sauce', 'Gruma': '/wiki/Gruma', "Grupo Anderson's": '/wiki/Grupo_Anderson%27s', 'Grupo Bimbo': '/wiki/Grupo_Bimbo', 'Grupo La Norteñita': '/wiki/Grupo_La_Norte%C3%B1ita', 'Grupo Lala': '/wiki/Grupo_Lala', 'Ibarra': '/wiki/Ibarra_(chocolate)', 'Jarritos': '/wiki/Jarritos', 'Jose Cuervo': '/wiki/Jose_Cuervo', 'La Costeña': '/wiki/La_Coste%C3%B1a_(food_company)', 'Mayordomo': '/wiki/Mayordomo', 'Sidral Mundet': '/wiki/Sidral_Mundet', 'Sigma Alimentos': '/wiki/Sigma_Alimentos', 'Valentina': '/wiki/Valentina_(hot_sauce)', 'Australian Homemade': '/wiki/Australian_Homemade', 'AVEBE': '/wiki/AVEBE', 'Bavaria Brewery': '/wiki/Bavaria_Brewery_(Netherlands)', 'Douwe Egberts': '/wiki/Douwe_Egberts', 'Droste': '/wiki/Droste', 'FrieslandCampina': '/wiki/FrieslandCampina', 'Heineken International': '/wiki/Heineken_International', 'Ketel One': '/wiki/Ketel_One', 'Lucas Bols': '/wiki/Lucas_Bols', 'Nutreco': '/wiki/Nutreco', 'Remia': '/wiki/Remia', 'Royal Wessanen': '/wiki/Royal_Wessanen', 'Unilever': '/wiki/Unilever', 'Vion NV': '/wiki/Vion_NV', 'Alliance Group': '/wiki/Alliance_Group', 'Chelsea Sugar Refinery': '/wiki/Chelsea_Sugar_Refinery', 'Cookie Time': '/wiki/Cookie_Time', "Emerson's Brewery": '/wiki/Emerson%27s_Brewery', 'Evansdale Cheese': '/wiki/Evansdale_Cheese', 'Fonterra': '/wiki/Fonterra', 'Foodstuffs': '/wiki/Foodstuffs', 'Foxton Fizz': '/wiki/Foxton_Fizz', 'Goodman Fielder': '/wiki/Goodman_Fielder', "Gregg's": '/wiki/Gregg%27s_(New_Zealand)', 'Healtheries': '/wiki/Healtheries', 'Hubbard Foods': '/wiki/Hubbard_Foods', "Jimmy's Pies": '/wiki/Jimmy%27s_Pies', 'Lewis Road Creamery': '/wiki/Lewis_Road_Creamery', 'Livestock Improvement Corporation': '/wiki/Livestock_Improvement_Corporation', 'McCashins Brewery': '/wiki/McCashins_Brewery', "Monteith's": '/wiki/Monteith%27s', 'My Food Bag': '/wiki/My_Food_Bag', 'Progressive Enterprises': '/wiki/Progressive_Enterprises', 'Restaurant Brands': '/wiki/Restaurant_Brands', 'Silver Fern Farms': '/wiki/Silver_Fern_Farms', "Speight's": '/wiki/Speight%27s', 'Synlait': '/wiki/Synlait', "Talley's Group": '/wiki/Talley%27s_Group', 'Tatua Dairy Company': '/wiki/Tatua_Dairy_Company', 'Tegel Foods': '/wiki/Tegel_Foods', 'Westland Milk Products': '/wiki/Westland_Milk_Products', 'Whitestone cheese': '/wiki/Whitestone_cheese', "Whittaker's": '/wiki/Whittaker%27s', 'Wigram Beer': '/wiki/Wigram_Beer', 'Zealong': '/wiki/Zealong', 'Bama Gruppen': '/wiki/Bama_Gruppen', 'Brynild Gruppen': '/wiki/Brynild_Gruppen', 'Cermaq': '/wiki/Cermaq', 'Coop Norge': '/wiki/Coop_Norge', 'Den Lille Nøttefabrikken': '/wiki/Den_Lille_N%C3%B8ttefabrikken', 'Drammens Is': '/wiki/Drammens_Is', 'Felleskjøpet': '/wiki/Felleskj%C3%B8pet', 'Fjordland': '/wiki/Fjordland', 'Friele': '/wiki/Friele', 'Gartnerhallen': '/wiki/Gartnerhallen', 'Hennig-Olsen Iskremfabrikk': '/wiki/Hennig-Olsen_Iskremfabrikk', 'HOFF Norske Potetindustrier': '/wiki/HOFF_Norske_Potetindustrier', 'Hval Sjokoladefabrikk': '/wiki/Hval_Sjokoladefabrikk', 'Isklar': '/wiki/Isklar', 'Kavli': '/wiki/Kavli', 'Kavli Trust': '/wiki/Kavli_Trust', 'Lerum': '/wiki/Lerum_(company)', 'Maarud': '/wiki/Maarud', 'Nora Industrier': '/wiki/Nora_Industrier', 'Nortura': '/wiki/Nortura', 'Norway Royal Salmon': '/wiki/Norway_Royal_Salmon', 'Orkla Group': '/wiki/Orkla_Group', 'SalMar': '/wiki/SalMar', 'Synnøve Finden': '/wiki/Synn%C3%B8ve_Finden', 'Tine': '/wiki/Tine_(company)', 'Vinmonopolet': '/wiki/Vinmonopolet', 'Dalda': '/wiki/Dalda', 'Engro Corporation': '/wiki/Engro_Corporation', 'Fauji Foundation': '/wiki/Fauji_Foundation', 'Gourmet Foods': '/wiki/Gourmet_Foods', "K&N's": '/wiki/K%26N%27s', "Mitchell's Fruit Farms Limited": '/wiki/Mitchell%27s_Fruit_Farms_Limited', 'Murree Brewery': '/wiki/Murree_Brewery', 'National Foods Limited': '/wiki/National_Foods_Limited', 'OMORÉ': '/wiki/OMOR%C3%89', 'Pakola': '/wiki/Pakola', 'Shan Food Industries': '/wiki/Shan_Food_Industries', 'Shezan International': '/wiki/Shezan_International', 'Ajegroup': '/wiki/Ajegroup', 'Alicorp': '/wiki/Alicorp', 'Corporación Lindley S.A.': '/wiki/Corporaci%C3%B3n_Lindley_S.A.', 'Don Jorge': '/wiki/Don_Jorge', 'Enrique Cassinelli and Sons': '/wiki/Enrique_Cassinelli_and_Sons', 'La Iberica': '/wiki/La_Iberica', 'CDO Foodsphere': '/wiki/CDO_Foodsphere', 'Century Pacific Food': '/wiki/Century_Pacific_Food', 'Figaro Coffee Company': '/wiki/Figaro_Coffee_Company', 'Jollibee': '/wiki/Jollibee', 'Liwayway Holdings Company (Oishi)': '/wiki/Oishi_(company)', "Mama Sita's Holding Company": '/wiki/Mama_Sita%27s_Holding_Company', "Max's of Manila": '/wiki/Max%27s_of_Manila', 'Monde Nissin': '/wiki/Monde_Nissin', 'Republic Biscuit Corporation': '/wiki/Republic_Biscuit_Corporation', 'RFM Corporation': '/wiki/RFM_Corporation', 'San Miguel Corporation': '/wiki/San_Miguel_Corporation', 'San Miguel Food and Beverage': '/wiki/San_Miguel_Food_and_Beverage', 'Serenitea': '/wiki/Serenitea', 'SL Agritech Corporation': '/wiki/SL_Agritech_Corporation', 'Universal Robina': '/wiki/Universal_Robina', 'AmRest': '/wiki/AmRest', 'Hortex': '/wiki/Hortex', 'Indykpol': '/wiki/Indykpol', 'Kamis': '/wiki/Kamis', 'Maspex': '/wiki/Maspex', 'Tymbark': '/wiki/Tymbark_(company)', 'Winiary': '/wiki/Winiary_(company)', 'Cerealis': '/wiki/Cerealis', 'Cofaco': '/wiki/Cofaco', 'Conservas Ramirez': '/wiki/Conservas_Ramirez', 'Conserveira do Sul': '/wiki/Conserveira_do_Sul', 'Delta Cafés': '/wiki/Delta_Caf%C3%A9s', 'Frulact': '/wiki/Frulact', 'Grupo RAR': '/wiki/Grupo_RAR', 'Lactogal': '/wiki/Lactogal', 'Sovena Group': '/wiki/Sovena_Group', 'Sumol + Compal': '/wiki/Sumol_%2B_Compal', 'Valouro': '/wiki/Valouro', 'Babayevsky': '/wiki/Babayevsky_(company)', 'Cherkizovo': '/wiki/Cherkizovo', 'Inmarko': '/wiki/Inmarko', 'Krasny Oktyabr': '/wiki/Krasny_Oktyabr_(confectionery_brand)', 'Puin': '/wiki/Puin_(brand)', 'Rot Front': '/wiki/Rot_Front_(confectionery_brand)', 'Wimm-Bill-Dann Foods': '/wiki/Wimm-Bill-Dann_Foods', 'Almarai': '/wiki/Almarai', 'Nadec': '/wiki/Nadec', 'Savola Group': '/wiki/Savola_Group', 'Bambi': '/wiki/Bambi_(company)', 'BIP Brewery': '/wiki/BIP_Brewery', 'Imlek a.d.': '/wiki/Imlek_a.d.', 'Knjaz Miloš a.d.': '/wiki/Knjaz_Milo%C5%A1_a.d.', 'La Fantana': '/wiki/La_Fantana', 'Mlekara Subotica': '/wiki/Mlekara_Subotica', 'Nectar d.o.o.': '/wiki/Nectar_d.o.o.', 'Rubin': '/wiki/Rubin_(company)', 'Štark': '/wiki/%C5%A0tark', 'Swisslion Group': '/wiki/Swisslion_Group', 'Zaječarsko pivo': '/wiki/Zaje%C4%8Darsko_pivo', 'Aalst Chocolate': '/wiki/Aalst_Chocolate', 'ABR Holdings': '/wiki/ABR_Holdings', 'Asian Home Gourmet': '/wiki/Asian_Home_Gourmet', 'Ayam Brand': '/wiki/Ayam_Brand', 'Bee Cheng Hiang': '/wiki/Bee_Cheng_Hiang', 'Bengawan Solo': '/wiki/Bengawan_Solo_(company)', 'BreadTalk': '/wiki/BreadTalk', 'Killiney Kopitiam': '/wiki/Killiney_Kopitiam', 'Tee Yih Jia': '/wiki/Tee_Yih_Jia', 'Udders': '/wiki/Udders_(ice_cream)', 'Ya Kun Kaya Toast': '/wiki/Ya_Kun_Kaya_Toast', 'Yeo Hiap Seng': '/wiki/Yeo_Hiap_Seng', 'CJ Group': '/wiki/CJ_Group', 'Crown Confectionery': '/wiki/Crown_Confectionery', 'Doosan Corporation': '/wiki/Doosan_Corporation', 'Hollys Coffee': '/wiki/Hollys_Coffee', 'Jeongin Food': '/wiki/Jeongin_Food', 'Korea Tobacco & Ginseng Corporation': '/wiki/Korea_Tobacco_%26_Ginseng_Corporation', 'Lotte Confectionery': '/wiki/Lotte_Confectionery', 'Nongshim': '/wiki/Nongshim', 'Orion Confectionery': '/wiki/Orion_Confectionery', 'Ottogi': '/wiki/Ottogi', 'Pulmuone': '/wiki/Pulmuone', 'Samyang Food': '/wiki/Samyang_Food', 'Seoul Milk': '/wiki/Seoul_Milk', 'Snackbox Food Holdings': '/wiki/Snackbox_Food_Holdings', 'SPC Group': '/wiki/SPC_Group', 'Sulbing': '/wiki/Sulbing', 'Tory Food': '/wiki/Tory_Food', 'Vilac': '/wiki/Vilac', 'Yeolmae Food': '/wiki/Yeolmae_Food', 'BEHER': '/wiki/BEHER_(ham)', 'Borges Mediterranean Group': '/wiki/Borges_Mediterranean_Group', 'Calidad Pascual': '/wiki/Calidad_Pascual', 'Campofrío Food Group': '/wiki/Campofr%C3%ADo_Food_Group', 'Ebro Foods': '/wiki/Ebro_Foods', 'Galletas Gullón': '/wiki/Galletas_Gull%C3%B3n', 'Grupo Calvo': '/wiki/Grupo_Calvo', 'Kalise Menorquina': '/wiki/Kalise_Menorquina', 'Mahou-San Miguel Group': '/wiki/Mahou-San_Miguel_Group', 'Nutrexpa': '/wiki/Nutrexpa', 'Osborne Group': '/wiki/Osborne_Group', 'Pescanova': '/wiki/Pescanova', 'Quely': '/wiki/Quely', 'San Nicasio': '/wiki/San_Nicasio', 'Ta-Tung': '/wiki/Ta-Tung', 'Cargills (Ceylon) PLC': '/wiki/Cargills_(Ceylon)_PLC', 'Ceylon Biscuits Limited': '/wiki/Ceylon_Biscuits_Limited', 'Ceylon Cold Stores': '/wiki/Ceylon_Cold_Stores', 'Daintee': '/wiki/Daintee', 'Maliban Biscuit Manufactories Limited': '/wiki/Maliban_Biscuit_Manufactories_Limited', 'Pelwatte Sugar Industries PLC': '/wiki/Pelwatte_Sugar_Industries_PLC', 'AarhusKarlshamn': '/wiki/AarhusKarlshamn', 'Abba Seafood': '/wiki/Abba_Seafood', 'Cloetta': '/wiki/Cloetta', 'Findus': '/wiki/Findus', 'Gunnar Dafgård': '/wiki/Gunnar_Dafg%C3%A5rd_AB', 'Lantmännen': '/wiki/Lantm%C3%A4nnen', 'Mackmyra Whisky': '/wiki/Mackmyra_Whisky', 'Norrmejerier': '/wiki/Norrmejerier', 'Pågen': '/wiki/P%C3%A5gen', 'Polarbröd': '/wiki/Polarbr%C3%B6d', 'Roberts': '/wiki/Roberts_AB', 'Wasabröd': '/wiki/Wasabr%C3%B6d', 'Barry Callebaut': '/wiki/Barry_Callebaut', 'Bell Food Group': '/wiki/Bell_Food_Group', 'Cailler': '/wiki/Cailler', 'Chiquita Brands International': '/wiki/Chiquita_Brands_International', 'Coffee World': '/wiki/Coffee_World', 'Confiserie Sprüngli': '/wiki/Confiserie_Spr%C3%BCngli', 'Coop': '/wiki/Coop_(Switzerland)', 'Delica': '/wiki/Delica_(enterprise)', 'Emmi AG': '/wiki/Emmi_AG', 'Franches-Montagnes Brewery': '/wiki/Franches-Montagnes_Brewery', 'Hero Group': '/wiki/Hero_Group', 'La Clandestine Absinthe': '/wiki/La_Clandestine_Absinthe', 'Lindt & Sprüngli': '/wiki/Lindt_%26_Spr%C3%BCngli', 'Max Felchlin': '/wiki/Max_Felchlin', 'Migros': '/wiki/Migros', 'Nestlé': '/wiki/Nestl%C3%A9', 'Ricola': '/wiki/Ricola', 'Rivella': '/wiki/Rivella', 'Schweizer Getraenke AG, Obermeilen': '/wiki/Schweizer_Getraenke_AG,_Obermeilen', 'Tetra Laval': '/wiki/Tetra_Laval', 'Tropenhaus Frutigen': '/wiki/Tropenhaus_Frutigen', 'Unser Bier': '/wiki/Unser_Bier', 'Villars-Maitre-Chocolatier': '/wiki/Villars-Maitre-Chocolatier', 'HeySong Corporation': '/wiki/HeySong_Corporation', 'Hsin Tung Yang': '/wiki/Hsin_Tung_Yang', 'Kimlan Foods': '/wiki/Kimlan_Foods', 'Kuo Yuan Ye': '/wiki/Kuo_Yuan_Ye', 'Tingyi (Cayman Islands) Holding Corporation': '/wiki/Tingyi_(Cayman_Islands)_Holding_Corporation', 'Wei-Chuan Food Corporation': '/wiki/Wei-Chuan_Food_Corporation', 'Boon Rawd Brewery': '/wiki/Boon_Rawd_Brewery', 'Charoen Pokphand Foods': '/wiki/Charoen_Pokphand_Foods', 'Est Cola': '/wiki/Est_Cola', 'Khon Kaen Sugar': '/wiki/Khon_Kaen_Sugar', 'Minor International': '/wiki/Minor_International', 'Mitr Phol': '/wiki/Mitr_Phol', 'Osotspa': '/wiki/Osotspa', 'Red Bull': '/wiki/Red_Bull', 'Tao Kae Noi': '/wiki/Tao_Kae_Noi', 'Thai President Foods': '/wiki/Thai_President_Foods', 'Thai Union Group': '/wiki/Thai_Union_Group', 'ThaiBev': '/wiki/ThaiBev', 'Bermudez Biscuit Company': '/wiki/Bermudez_Biscuit_Company', 'Carib Brewery': '/wiki/Carib_Brewery', 'Flavorite Ice Cream': '/wiki/Flavorite_Ice_Cream', 'House of Angostura': '/wiki/House_of_Angostura', 'K.C. Confectionery Limited': '/wiki/K.C._Confectionery_Limited', 'Kiss Baking Company Limited': '/wiki/Kiss_Baking_Company_Limited', 'S. M. Jaleel and Company': '/wiki/S._M._Jaleel_and_Company', 'Solo Beverage Company': '/wiki/Solo_Beverage_Company', 'Apikoğlu': '/wiki/Apiko%C4%9Flu', 'Efes Beverage Group': '/wiki/Efes_Beverage_Group', 'Gulsan': '/wiki/Gulsan', 'Kristal Kola': '/wiki/Kristal_Kola', 'Mado': '/wiki/Mado_(food_company)', 'Tekel Birası': '/wiki/Tekel_Biras%C4%B1', 'Yıldız Holding': '/wiki/Y%C4%B1ld%C4%B1z_Holding', 'Chumak': '/wiki/Chumak_(company)', 'Khortytsia': '/wiki/Khortytsia_(company)', 'Konti Group': '/wiki/Konti_Group', "Kremenchukm'yaso": '/wiki/Kremenchukm%27yaso', 'Nemiroff': '/wiki/Nemiroff', 'Obolon': '/wiki/Obolon_(company)', 'Roshen': '/wiki/Roshen', 'Sandora': '/wiki/Sandora', 'Soyuz-Viktan': '/wiki/Soyuz-Viktan', 'Svitoch': '/wiki/Svitoch', 'Yarych Confectionery': '/wiki/Yarych_Confectionery', 'ZhL': '/wiki/ZhL', '2 Sisters Food Group': '/wiki/2_Sisters_Food_Group', 'A. E. Rodda & Son': '/wiki/A._E._Rodda_%26_Son', 'A.G. Barr': '/wiki/A.G._Barr', 'A. L. Simpkin & Co. Ltd': '/wiki/A._L._Simpkin_%26_Co._Ltd', 'Antonelli Bros Ltd': '/wiki/Antonelli_Bros_Ltd', 'Associated British Foods': '/wiki/Associated_British_Foods', 'Bakkavör': '/wiki/Bakkav%C3%B6r', 'Bates Dairy': '/wiki/Bates_Dairy', 'Baxters': '/wiki/Baxters', "Ben's Cookies": '/wiki/Ben%27s_Cookies', 'Benugo': '/wiki/Benugo', 'Bernard Matthews Ltd': '/wiki/Bernard_Matthews_Ltd', 'Bompas & Parr': '/wiki/Bompas_%26_Parr', 'Booker Group': '/wiki/Booker_Group', "Brace's Bakery": '/wiki/Brace%27s_Bakery', 'Brains Brewery': '/wiki/Brains_Brewery', 'Britvic': '/wiki/Britvic', "Burton's Biscuit Company": '/wiki/Burton%27s_Biscuit_Company', 'Charbonnel et Walker': '/wiki/Charbonnel_et_Walker', "Clark's Pies": '/wiki/Clark%27s_Pies', 'Co-op Food': '/wiki/Co-op_Food', 'Compass Group': '/wiki/Compass_Group', "Connoisseur's Bakery": '/wiki/Connoisseur%27s_Bakery', 'Cook Trading': '/wiki/Cook_Trading', 'Cooplands': '/wiki/Cooplands', 'Cranswick plc': '/wiki/Cranswick_plc', 'Dairy Crest': '/wiki/Dairy_Crest', 'Delamere Dairy': '/wiki/Delamere_Dairy', 'Devro': '/wiki/Devro', 'Dietary Foods Ltd': '/wiki/Dietary_Foods_Ltd', 'Divine Chocolate': '/wiki/Divine_Chocolate', 'Druckers Vienna Patisserie': '/wiki/Druckers_Vienna_Patisserie', 'F. Duerr & Sons': '/wiki/F._Duerr_%26_Sons', 'Fiendish Feet': '/wiki/Fiendish_Feet', 'First Milk': '/wiki/First_Milk_(company)', 'Fivemiletown Creamery': '/wiki/Fivemiletown_Creamery', "Fox's Confectionery": '/wiki/Fox%27s_Confectionery', 'Gelato Italia': '/wiki/Gelato_Italia', 'Ginsters': '/wiki/Ginsters', 'Goldenfry': '/wiki/Goldenfry', 'Graze': '/wiki/Graze_(company)', 'Greene King': '/wiki/Greene_King', 'Grodzinski Bakery': '/wiki/Grodzinski_Bakery', 'Gü': '/wiki/G%C3%BC', 'Higgidy': '/wiki/Higgidy', 'Hope and Greenwood': '/wiki/Hope_and_Greenwood', 'Hovis': '/wiki/Hovis', 'HR Bradfords': '/wiki/HR_Bradfords', 'Jordans': '/wiki/Jordans_(company)', 'Konditor & Cook': '/wiki/Konditor_%26_Cook', 'Lion Capital LLP': '/wiki/Lion_Capital_LLP', 'Lloyd Maunder': '/wiki/Lloyd_Maunder', 'Loch Duart': '/wiki/Loch_Duart', "Mackie's": '/wiki/Mackie%27s', "McCowan's": '/wiki/McCowan%27s', "Metcalfe's Food Company": '/wiki/Metcalfe%27s_Food_Company', 'Michton': '/wiki/Michton', "Millie's Cookies": '/wiki/Millie%27s_Cookies', 'Moo Free Limited': '/wiki/Moo_Free_Limited', 'Mornflake': '/wiki/Mornflake', "Neal's Yard Dairy": '/wiki/Neal%27s_Yard_Dairy', 'Oakhouse Foods': '/wiki/Oakhouse_Foods', "Peter's Food Services": '/wiki/Peter%27s_Food_Services', 'Plum Baby': '/wiki/Plum_Baby', 'Pork Farms': '/wiki/Pork_Farms', 'Pukka Herbs': '/wiki/Pukka_Herbs', 'Pukka Pies': '/wiki/Pukka_Pies', 'Premier Foods': '/wiki/Premier_Foods', 'Princes Group': '/wiki/Princes_Group', "Quiggin's": '/wiki/Quiggin%27s', 'R&R Ice Cream': '/wiki/R%26R_Ice_Cream', "Rakusen's": '/wiki/Rakusen%27s', 'The Restaurant Group': '/wiki/The_Restaurant_Group', 'Riverford': '/wiki/Riverford', 'Roadchef': '/wiki/Roadchef', 'Rowse Honey': '/wiki/Rowse_Honey', 'SABMiller': '/wiki/SABMiller', "Sainsbury's": '/wiki/Sainsbury%27s', 'Samworth Brothers': '/wiki/Samworth_Brothers', 'Sayers': '/wiki/Sayers_(bakery)', 'Scotty Brand Ltd': '/wiki/Scotty_Brand_Ltd', 'Skinny Candy': '/wiki/Skinny_Candy', 'Slimming World': '/wiki/Slimming_World', 'Square Pie': '/wiki/Square_Pie', 'SSP Group': '/wiki/SSP_Group', 'Stoats Porridge Bars': '/wiki/Stoats_Porridge_Bars', 'Swizzels Matlow': '/wiki/Swizzels_Matlow', 'Tangerine Confectionery': '/wiki/Tangerine_Confectionery', 'Tate & Lyle': '/wiki/Tate_%26_Lyle', 'Tesco': '/wiki/Tesco', "Tunnock's": '/wiki/Tunnock%27s', 'Tyrrells': '/wiki/Tyrrells_(crisps)', 'Ummah Foods': '/wiki/Ummah_Foods', 'Vestey Group': '/wiki/Vestey_Group', 'Waitrose': '/wiki/Waitrose', "Walkers' Nonsuch": '/wiki/Walkers%27_Nonsuch', 'Walkers Shortbread': '/wiki/Walkers_Shortbread', 'Warburtons': '/wiki/Warburtons', 'Warrens Bakery': '/wiki/Warrens_Bakery', 'Welcome Break': '/wiki/Welcome_Break', 'Whitbread': '/wiki/Whitbread', 'Whitby Seafoods Ltd': '/wiki/Whitby_Seafoods_Ltd', 'Wilkin & Sons': '/wiki/Wilkin_%26_Sons', 'William Jackson Food Group': '/wiki/William_Jackson_Food_Group', 'Wrights Pies': '/wiki/Wrights_Pies', 'Yeo Valley': '/wiki/Yeo_Valley_(company)', 'List of food manufacturers of Chicago': '/wiki/List_of_food_manufacturers_of_Chicago', 'Alvarado Street Bakery': '/wiki/Alvarado_Street_Bakery', 'Arizmendi Bakery': '/wiki/Arizmendi_Bakery', 'Au Bon Pain': '/wiki/Au_Bon_Pain', 'Avalon International Breads': '/wiki/Avalon_International_Breads', 'Big Apple Bagels': '/wiki/Big_Apple_Bagels', 'Blue Chip Cookies': '/wiki/Blue_Chip_Cookies', 'Boudin Bakery': '/wiki/Boudin_Bakery', 'Breadsmith': '/wiki/Breadsmith', "Carlo's Bake Shop": '/wiki/Carlo%27s_Bake_Shop', 'Cavanagh Company': '/wiki/Cavanagh_Company', 'The Claxton Bakery': '/wiki/The_Claxton_Bakery', 'Collin Street Bakery': '/wiki/Collin_Street_Bakery', 'Crumbs Bake Shop': '/wiki/Crumbs_Bake_Shop', 'Flowers Foods': '/wiki/Flowers_Foods', 'Great Harvest Bread Company': '/wiki/Great_Harvest_Bread_Company', 'Italian Peoples Bakery': '/wiki/Italian_Peoples_Bakery', "King's Hawaiian": '/wiki/King%27s_Hawaiian', "Kossar's Bialys": '/wiki/Kossar%27s_Bialys', 'La Segunda Central Bakery': '/wiki/La_Segunda_Central_Bakery', 'Le Macaron': '/wiki/Le_Macaron', 'Levain Bakery': '/wiki/Levain_Bakery', 'Liz Lovely': '/wiki/Liz_Lovely', "Martin's Famous Pastry Shoppe, Inc.": '/wiki/Martin%27s_Famous_Pastry_Shoppe,_Inc.', 'Mrs. Fields': '/wiki/Mrs._Fields', "Orwasher's bakery": '/wiki/Orwasher%27s_bakery', 'Racine Danish Kringles': '/wiki/Racine_Danish_Kringles', 'Schmidt Baking Company': '/wiki/Schmidt_Baking_Company', "Semifreddi's Bakery": '/wiki/Semifreddi%27s_Bakery', 'Sprinkles Cupcakes': '/wiki/Sprinkles_Cupcakes', 'Sunbeam Bread': '/wiki/Sunbeam_Bread', 'United States Bakery': '/wiki/United_States_Bakery', 'Voodoo Doughnut': '/wiki/Voodoo_Doughnut', 'Westminster Cracker Company': '/wiki/Westminster_Cracker_Company', 'The Andersons': '/wiki/The_Andersons', 'Archer Daniels Midland': '/wiki/Archer_Daniels_Midland', "Bob's Red Mill": '/wiki/Bob%27s_Red_Mill', 'Bunge Limited': '/wiki/Bunge_Limited', 'Cargill': '/wiki/Cargill', 'CHS Inc.': '/wiki/CHS_Inc.', 'ContiGroup Companies': '/wiki/ContiGroup_Companies', 'Fuji Food': '/wiki/Fuji_Food', 'Gavilon': '/wiki/Gavilon', 'King Arthur Flour': '/wiki/King_Arthur_Flour', 'Kuli Kuli, Inc.': '/wiki/Kuli_Kuli,_Inc.', 'The Leavitt Corporation': '/wiki/The_Leavitt_Corporation', 'Little Crow Foods': '/wiki/Little_Crow_Foods', 'Love Grown Foods': '/wiki/Love_Grown_Foods', 'Magnolia Bakery': '/wiki/Magnolia_Bakery', 'MFA Incorporated': '/wiki/MFA_Incorporated', 'Monsanto': '/wiki/Monsanto', 'Peanut Butter & Co.': '/wiki/Peanut_Butter_%26_Co.', 'POET': '/wiki/POET', 'Riceland Foods': '/wiki/Riceland_Foods', 'Two Degrees Food': '/wiki/Two_Degrees_Food', 'U.S. Mills': '/wiki/U.S._Mills', 'United Cooperative': '/wiki/United_Cooperative', 'Abdallah Candies': '/wiki/Abdallah_Candies', 'Amano Artisan Chocolate': '/wiki/Amano_Artisan_Chocolate', 'American Licorice Company': '/wiki/American_Licorice_Company', 'Annabelle Candy Company': '/wiki/Annabelle_Candy_Company', 'Askinosie Chocolate': '/wiki/Askinosie_Chocolate', 'Boyer Brothers': '/wiki/Boyer_Brothers', "Brach's": '/wiki/Brach%27s', 'Brown and Haley': '/wiki/Brown_and_Haley', 'Carolina Foods': '/wiki/Carolina_Foods', 'Chagrin Falls Popcorn Shop': '/wiki/Chagrin_Falls_Popcorn_Shop', 'Chocolove': '/wiki/Chocolove', 'Dagoba Chocolate': '/wiki/Dagoba_Chocolate', "Dan's Chocolates": '/wiki/Dan%27s_Chocolates', "Dylan's Candy Bar": '/wiki/Dylan%27s_Candy_Bar', "Friesinger's Candies": '/wiki/Friesinger%27s_Candies', 'Georgetown Cupcake': '/wiki/Georgetown_Cupcake', 'Gertrude Hawk Chocolates': '/wiki/Gertrude_Hawk_Chocolates', "Giambri's Quality Sweets": '/wiki/Giambri%27s_Quality_Sweets', "Goetze's Candy Company": '/wiki/Goetze%27s_Candy_Company', 'Guittard Chocolate Company': '/wiki/Guittard_Chocolate_Company', 'Idaho Candy Company': '/wiki/Idaho_Candy_Company', 'Impact Confections': '/wiki/Impact_Confections', 'Jelly Belly': '/wiki/Jelly_Belly', 'Joyva': '/wiki/Joyva', 'Just Born': '/wiki/Just_Born', "Kegg's Candies": '/wiki/Kegg%27s_Candies', 'Mast Brothers': '/wiki/Mast_Brothers', 'Marich Confectionery': '/wiki/Marich_Confectionery', "Reed's Candy": '/wiki/Reed%27s_Candy', 'Rocky Mountain Chocolate Factory': '/wiki/Rocky_Mountain_Chocolate_Factory', 'Sanders Confectionery': '/wiki/Sanders_Confectionery', 'Sarris Candies': '/wiki/Sarris_Candies', 'Scharffen Berger Chocolate Maker': '/wiki/Scharffen_Berger_Chocolate_Maker', "Schimpff's Confectionery": '/wiki/Schimpff%27s_Confectionery', "See's Candies": '/wiki/See%27s_Candies', 'Smarties Candy Company': '/wiki/Smarties_Candy_Company', "Somebody's Mother's Chocolate Sauce": '/wiki/Somebody%27s_Mother%27s_Chocolate_Sauce', 'Spangler Candy Company': '/wiki/Spangler_Candy_Company', 'Taza Chocolate': '/wiki/Taza_Chocolate', 'TCHO': '/wiki/TCHO', 'Unreal Brands': '/wiki/Unreal_Brands', 'The Warrell Corporation': '/wiki/The_Warrell_Corporation', 'Whetstone Chocolates': '/wiki/Whetstone_Chocolates', "Whitman's": '/wiki/Whitman%27s', 'All American Foods': '/wiki/All_American_Foods', 'Alpenrose Dairy': '/wiki/Alpenrose_Dairy', 'Aurora Organic Dairy': '/wiki/Aurora_Organic_Dairy', 'BelGioioso Cheese': '/wiki/BelGioioso_Cheese', 'Bittersweet Plantation Dairy': '/wiki/Bittersweet_Plantation_Dairy', 'Blue Bell Creameries': '/wiki/Blue_Bell_Creameries', 'Brewster Dairy': '/wiki/Brewster_Dairy', 'Byrne Dairy': '/wiki/Byrne_Dairy', 'Cabot Creamery': '/wiki/Cabot_Creamery', 'Cal-Maine': '/wiki/Cal-Maine', 'Cass-Clay': '/wiki/Cass-Clay', 'Chaseholm Farm Creamery': '/wiki/Chaseholm_Farm_Creamery', 'Clover Stornetta Farms': '/wiki/Clover_Stornetta_Farms', 'Cowgirl Creamery': '/wiki/Cowgirl_Creamery', 'Crystal Creamery': '/wiki/Crystal_Creamery', 'Cypress Point Creamery': '/wiki/Cypress_Point_Creamery', 'Dairy Farmers of America': '/wiki/Dairy_Farmers_of_America', 'Darigold': '/wiki/Darigold', 'DCI Cheese Company': '/wiki/DCI_Cheese_Company', 'Dean Foods': '/wiki/Dean_Foods', 'Ellsworth Cooperative Creamery': '/wiki/Ellsworth_Cooperative_Creamery', "Galliker's": '/wiki/Galliker%27s', 'Gossner Foods': '/wiki/Gossner_Foods', 'Grafton Village Cheese Company': '/wiki/Grafton_Village_Cheese_Company', 'Happy Cow Creamery': '/wiki/Happy_Cow_Creamery', 'Hershey Creamery Company': '/wiki/Hershey_Creamery_Company', 'Hilmar Cheese Company': '/wiki/Hilmar_Cheese_Company', 'Horizon Organic': '/wiki/Horizon_Organic', 'HP Hood': '/wiki/HP_Hood', 'Joseph Gallo Farms': '/wiki/Joseph_Gallo_Farms', 'Junket': '/wiki/Junket_(company)', "Land O'Lakes": '/wiki/Land_O%27Lakes', 'Leprino Foods': '/wiki/Leprino_Foods', 'Lifeway Foods': '/wiki/Lifeway_Foods', 'Marin French Cheese Company': '/wiki/Marin_French_Cheese_Company', 'Maytag Dairy Farms': '/wiki/Maytag_Dairy_Farms', "Murray's Cheese": '/wiki/Murray%27s_Cheese', "Nature's Harmony Farm": '/wiki/Nature%27s_Harmony_Farm', 'Organic Valley': '/wiki/Organic_Valley', 'Penn State University Creamery': '/wiki/Penn_State_University_Creamery', "Pierre's Ice Cream Company": '/wiki/Pierre%27s_Ice_Cream_Company', 'Point Reyes Farmstead Cheese Company': '/wiki/Point_Reyes_Farmstead_Cheese_Company', 'Prairie Farms Dairy': '/wiki/Prairie_Farms_Dairy', 'Rogue Creamery': '/wiki/Rogue_Creamery', 'Sargento': '/wiki/Sargento', "Schoep's Ice Cream": '/wiki/Schoep%27s_Ice_Cream', 'Schreiber Foods': '/wiki/Schreiber_Foods', 'Shamrock Farms': '/wiki/Shamrock_Farms', "Siggi's Dairy": '/wiki/Siggi%27s_Dairy', 'Smiling Hill Farm': '/wiki/Smiling_Hill_Farm', 'SmithFoods': '/wiki/SmithFoods', 'Straus Family Creamery': '/wiki/Straus_Family_Creamery', 'Sunshine Dairy': '/wiki/Sunshine_Dairy', 'Sweet Grass Dairy': '/wiki/Sweet_Grass_Dairy', 'Tillamook County Creamery Association': '/wiki/Tillamook_County_Creamery_Association', 'United Dairy Farmers': '/wiki/United_Dairy_Farmers', 'Vermont Creamery': '/wiki/Vermont_Creamery', 'Wainwright Dairy': '/wiki/Wainwright_Dairy', 'Winchester Cheese Company': '/wiki/Winchester_Cheese_Company', 'Winder Farms': '/wiki/Winder_Farms', 'Wisconsin Cheeseman': '/wiki/Wisconsin_Cheeseman', "Yancey's Fancy": '/wiki/Yancey%27s_Fancy', 'Yarnell Ice Cream Co.': '/wiki/Yarnell_Ice_Cream_Co.', 'A-Treat Bottling Company': '/wiki/A-Treat_Bottling_Company', 'Adirondack Beverages': '/wiki/Adirondack_Beverages', 'American Beverage Association': '/wiki/American_Beverage_Association', 'Appalachian Brewing Company': '/wiki/Appalachian_Brewing_Company', 'Arizona Beverage Company': '/wiki/Arizona_Beverage_Company', 'Bai Brands': '/wiki/Bai_Brands', 'Boylan Bottling Company': '/wiki/Boylan_Bottling_Company', 'Brown-Forman': '/wiki/Brown-Forman', 'Castle Brands': '/wiki/Castle_Brands', 'Cawy Bottling Company': '/wiki/Cawy_Bottling_Company', 'Crunk Energy Drink': '/wiki/Crunk_Energy_Drink', "Day's Beverages": '/wiki/Day%27s_Beverages', 'Guayakí': '/wiki/Guayak%C3%AD_(company)', 'Hint Water': '/wiki/Hint_Water', 'Hosmer Mountain Soda': '/wiki/Hosmer_Mountain_Soda', 'Ice River Springs': '/wiki/Ice_River_Springs', 'Jones Soda': '/wiki/Jones_Soda', "Kern's": 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Robina': '3919980', 'AmRest': '17562297', 'Hortex': '2260197', 'Indykpol': '31426206', 'Kamis': '16945230', 'Maspex': '37034227', 'Tymbark': '15984689', 'Winiary': '12843075', 'Cerealis': '3591768', 'Cofaco': '34205882', 'Conservas Ramirez': '3500249', 'Conserveira do Sul': '34206472', 'Delta Cafés': '25514980', 'Frulact': '8531222', 'Grupo RAR': '18813037', 'Lactogal': '2058095', 'Sovena Group': '2605992', 'Sumol + Compal': '-1', 'Valouro': '25596881', 'Babayevsky': '19002894', 'Cherkizovo': '42525678', 'Inmarko': '50563510', 'Krasny Oktyabr': '4061130', 'Puin': '5759252', 'Rot Front': '7978996', 'Wimm-Bill-Dann Foods': '5865576', 'Almarai': '10056915', 'Nadec': '3978678', 'Savola Group': '8603155', 'Bambi': '683122', 'BIP Brewery': '40161769', 'Imlek a.d.': '28916031', 'Knjaz Miloš a.d.': '4436468', 'La Fantana': '37503833', 'Mlekara Subotica': '37725582', 'Nectar d.o.o.': '45432016', 'Rubin': '2744321', 'Štark': '5056670', 'Swisslion Group': '34207979', 'Zaječarsko pivo': '41899659', 'Aalst Chocolate': '47559758', 'ABR Holdings': '3517328', 'Asian Home Gourmet': '35524907', 'Ayam Brand': '28888841', 'Bee Cheng Hiang': '3706769', 'Bengawan Solo': '2412498', 'BreadTalk': '1898702', 'Killiney Kopitiam': '43496049', 'Tee Yih Jia': '20722218', 'Udders': '1777774', 'Ya Kun Kaya Toast': '1924202', 'Yeo Hiap Seng': '1987441', 'CJ Group': '6171342', 'Crown Confectionery': '3479286', 'Doosan Corporation': '23090266', 'Hollys Coffee': '16093572', 'Jeongin Food': '3829087', 'Korea Tobacco & Ginseng Corporation': '-1', 'Lotte Confectionery': '3479155', 'Nongshim': '3060038', 'Orion Confectionery': '3479325', 'Ottogi': '9673820', 'Pulmuone': '13817759', 'Samyang Food': '27747136', 'Seoul Milk': '3499005', 'Snackbox Food Holdings': '8701548', 'SPC Group': '8782649', 'Sulbing': '46632182', 'Tory Food': '5320911', 'Vilac': '18013617', 'Yeolmae Food': '3497866', 'BEHER': '-1', 'Borges Mediterranean Group': '63425709', 'Calidad Pascual': '42313104', 'Campofrío Food Group': '50694291', 'Ebro Foods': '14686504', 'Galletas Gullón': '28665720', 'Grupo Calvo': '20162855', 'Kalise Menorquina': '61274249', 'Mahou-San Miguel Group': '4624383', 'Nutrexpa': '8952322', 'Osborne Group': '23281520', 'Pescanova': '3539244', 'Quely': '30247400', 'San Nicasio': '36402811', 'Ta-Tung': '622413', 'Cargills (Ceylon) PLC': '54848083', 'Ceylon Biscuits Limited': '45152451', 'Ceylon Cold Stores': '40127278', 'Daintee': '30577888', 'Maliban Biscuit Manufactories Limited': '67483201', 'Pelwatte Sugar Industries PLC': '54834923', 'AarhusKarlshamn': '58590183', 'Abba Seafood': '8452527', 'Cloetta': '13938649', 'Findus': '3062646', 'Gunnar Dafgård': '-1', 'Lantmännen': '32776026', 'Mackmyra Whisky': '12089795', 'Norrmejerier': '29207296', 'Pågen': '11932447', 'Polarbröd': '3311436', 'Roberts': '1296656', 'Wasabröd': '1952620', 'Barry Callebaut': '13863248', 'Bell Food Group': '48872177', 'Cailler': '7906278', 'Chiquita Brands International': '771479', 'Coffee World': '13418710', 'Confiserie Sprüngli': '28322623', 'Coop': '5662159', 'Delica': '8718809', 'Emmi AG': '12248073', 'Franches-Montagnes Brewery': '62395371', 'Hero Group': '9872957', 'La Clandestine Absinthe': '7884751', 'Lindt & Sprüngli': '531897', 'Max Felchlin': '48394378', 'Migros': '1141244', 'Nestlé': '160227', 'Ricola': '3227229', 'Rivella': '1628003', 'Schweizer Getraenke AG, Obermeilen': '29009709', 'Tetra Laval': '1318570', 'Tropenhaus Frutigen': '20935393', 'Unser Bier': '3083191', 'Villars-Maitre-Chocolatier': '65855775', 'HeySong Corporation': '25451823', 'Hsin Tung Yang': '4381883', 'Kimlan Foods': '37594254', 'Kuo Yuan Ye': '42377626', 'Tingyi (Cayman Islands) Holding Corporation': '63010554', 'Wei-Chuan Food Corporation': '63834096', 'Boon Rawd Brewery': '3142489', 'Charoen Pokphand Foods': '1944950', 'Est Cola': '40976632', 'Khon Kaen Sugar': '21420092', 'Minor International': '26601301', 'Mitr Phol': '58760024', 'Osotspa': '30458006', 'Red Bull': '61123', 'Tao Kae Noi': '35799837', 'Thai President Foods': '19391541', 'Thai Union Group': '31151843', 'ThaiBev': '183654', 'Bermudez Biscuit Company': '10184664', 'Carib Brewery': '1978862', 'Flavorite Ice Cream': '10351761', 'House of Angostura': '1498480', 'K.C. Confectionery Limited': '31833176', 'Kiss Baking Company Limited': '10202181', 'S. M. Jaleel and Company': '7704363', 'Solo Beverage Company': '10838352', 'Apikoğlu': '38386981', 'Efes Beverage Group': '1722583', 'Gulsan': '3117071', 'Kristal Kola': '11943508', 'Mado': '4341847', 'Tekel Birası': '4860752', 'Yıldız Holding': '25768185', 'Chumak': '4199254', 'Khortytsia': '3943888', 'Konti Group': '47613106', "Kremenchukm'yaso": '27057333', 'Nemiroff': '8744535', 'Obolon': '1459983', 'Roshen': '2490359', 'Sandora': '14567683', 'Soyuz-Viktan': '24022088', 'Svitoch': '2490171', 'Yarych Confectionery': '43124695', 'ZhL': '43526555', '2 Sisters Food Group': '27917460', 'A. E. Rodda & Son': '46997961', 'A.G. Barr': '831487', 'A. L. Simpkin & Co. Ltd': '-1', 'Antonelli Bros Ltd': '47833768', 'Associated British Foods': '1753426', 'Bakkavör': '16386186', 'Bates Dairy': '18921151', 'Baxters': '6799249', "Ben's Cookies": '6265906', 'Benugo': '42063733', 'Bernard Matthews Ltd': '3206109', 'Bompas & Parr': '15751021', 'Booker Group': '4478169', "Brace's Bakery": '28730767', 'Brains Brewery': '695307', 'Britvic': '836757', "Burton's Biscuit Company": '13736279', 'Charbonnel et Walker': '12308708', "Clark's Pies": '8547339', 'Co-op Food': '19890023', 'Compass Group': '1734843', "Connoisseur's Bakery": '33154572', 'Cook Trading': '2901113', 'Cooplands': '6883515', 'Cranswick plc': '20786222', 'Dairy Crest': '63638736', 'Delamere Dairy': '24386244', 'Devro': '28674825', 'Dietary Foods Ltd': '8287197', 'Divine Chocolate': '1631338', 'Druckers Vienna Patisserie': '13114540', 'F. Duerr & Sons': '-1', 'Fiendish Feet': '5682632', 'First Milk': '50783756', 'Fivemiletown Creamery': '32303168', "Fox's Confectionery": '23013109', 'Gelato Italia': '38881628', 'Ginsters': '3176152', 'Goldenfry': '15790006', 'Graze': '1212714', 'Greene King': '1106782', 'Grodzinski Bakery': '6556121', 'Gü': '42764934', 'Higgidy': '16976538', 'Hope and Greenwood': '28622602', 'Hovis': '1399048', 'HR Bradfords': '63255366', 'Jordans': '3647739', 'Konditor & Cook': '24958323', 'Lion Capital LLP': '10785148', 'Lloyd Maunder': '27917403', 'Loch Duart': '51235727', "Mackie's": '36391267', "McCowan's": '25890445', "Metcalfe's Food Company": '41873180', 'Michton': '6854375', "Millie's Cookies": '5560502', 'Moo Free Limited': '66898885', 'Mornflake': '3982079', "Neal's Yard Dairy": '8293172', 'Oakhouse Foods': '23240133', "Peter's Food Services": '9019645', 'Plum Baby': '17989082', 'Pork Farms': '27900236', 'Pukka Herbs': '13544355', 'Pukka Pies': '7367932', 'Premier Foods': '3338700', 'Princes Group': '9409927', "Quiggin's": '11172943', 'R&R Ice Cream': '25618', "Rakusen's": '2283411', 'The Restaurant Group': '20398149', 'Riverford': '1491348', 'Roadchef': '2144824', 'Rowse Honey': '35128224', 'SABMiller': '660767', "Sainsbury's": '169880', 'Samworth Brothers': '27945083', 'Sayers': '23490541', 'Scotty Brand Ltd': '64301832', 'Skinny Candy': '24699488', 'Slimming World': '1048453', 'Square Pie': '18515619', 'SSP Group': '36784366', 'Stoats Porridge Bars': '49322723', 'Swizzels Matlow': '67904692', 'Tangerine Confectionery': '23257809', 'Tate & Lyle': '66101', 'Tesco': '98356', "Tunnock's": '1064386', 'Tyrrells': '36158969', 'Ummah Foods': '13349852', 'Vestey Group': '64808120', 'Waitrose': '386090', "Walkers' Nonsuch": '67248146', 'Walkers Shortbread': '12199310', 'Warburtons': '5184438', 'Warrens Bakery': '6198790', 'Welcome Break': '2128765', 'Whitbread': '1742275', 'Whitby Seafoods Ltd': '14196303', 'Wilkin & Sons': '3770413', 'William Jackson Food Group': '41799150', 'Wrights Pies': '6310975', 'Yeo Valley': '3093295', 'List of food manufacturers of Chicago': '13057205', 'Alvarado Street Bakery': '28621329', 'Arizmendi Bakery': '37509607', 'Au Bon Pain': '2244754', 'Avalon International Breads': '45526751', 'Big Apple Bagels': '12502363', 'Blue Chip Cookies': '13347223', 'Boudin Bakery': '2071390', 'Breadsmith': '29294247', "Carlo's Bake Shop": '26219828', 'Cavanagh Company': '20835520', 'The Claxton Bakery': '1310751', 'Collin Street Bakery': '3555053', 'Crumbs Bake Shop': '30876370', 'Flowers Foods': '10325876', 'Great Harvest Bread Company': '14750585', 'Italian Peoples Bakery': '44594035', "King's Hawaiian": '32075992', "Kossar's Bialys": '8395251', 'La Segunda Central Bakery': '36732025', 'Le Macaron': '42521039', 'Levain Bakery': '24975598', 'Liz Lovely': '3100446', "Martin's Famous Pastry Shoppe, Inc.": '59130732', 'Mrs. Fields': '5484461', "Orwasher's bakery": '5351629', 'Racine Danish Kringles': '42569842', 'Schmidt Baking Company': '17475946', "Semifreddi's Bakery": '38309900', 'Sprinkles Cupcakes': '29281074', 'Sunbeam Bread': '2602218', 'United States Bakery': '9968397', 'Voodoo Doughnut': '1622258', 'Westminster Cracker Company': '21106724', 'The Andersons': '27634286', 'Archer Daniels Midland': '65086620', "Bob's Red Mill": '12760297', 'Bunge Limited': '54998', 'Cargill': '952282', 'CHS Inc.': '2007968', 'ContiGroup Companies': '4327064', 'Fuji Food': '11277640', 'Gavilon': '35554375', 'King Arthur Flour': '64624458', 'Kuli Kuli, Inc.': '43093038', 'The Leavitt Corporation': '37965130', 'Little Crow Foods': '12120937', 'Love Grown Foods': '30962798', 'Magnolia Bakery': '3554439', 'MFA Incorporated': '11394147', 'Monsanto': '93825', 'Peanut Butter & Co.': '2290445', 'POET': '20069528', 'Riceland Foods': '3287732', 'Two Degrees Food': '40315475', 'U.S. Mills': '7697048', 'United Cooperative': '51053783', 'Abdallah Candies': '38919340', 'Amano Artisan Chocolate': '25065882', 'American Licorice Company': '4222896', 'Annabelle Candy Company': '16535965', 'Askinosie Chocolate': '23948049', 'Boyer Brothers': '54246408', "Brach's": '1466132', 'Brown and Haley': '25938879', 'Carolina Foods': '24514907', 'Chagrin Falls Popcorn Shop': '19709535', 'Chocolove': '3415016', 'Dagoba Chocolate': '10470619', "Dan's Chocolates": '9926192', "Dylan's Candy Bar": '5544757', "Friesinger's Candies": '26068487', 'Georgetown Cupcake': '28144566', 'Gertrude Hawk Chocolates': '4775968', "Giambri's Quality Sweets": '42535149', "Goetze's Candy Company": '15888924', 'Guittard Chocolate Company': '2302721', 'Idaho Candy Company': '20539521', 'Impact Confections': '8173149', 'Jelly Belly': '151503', 'Joyva': '29662602', 'Just Born': '1658934', "Kegg's Candies": '34893367', 'Mast Brothers': '48868755', 'Marich Confectionery': '6968632', "Reed's Candy": '35413311', 'Rocky Mountain Chocolate Factory': '10184765', 'Sanders Confectionery': '10887304', 'Sarris Candies': '3201438', 'Scharffen Berger Chocolate Maker': '1525876', "Schimpff's Confectionery": '6469494', "See's Candies": '888215', 'Smarties Candy Company': '10391651', "Somebody's Mother's Chocolate Sauce": '21008515', 'Spangler Candy Company': '21795325', 'Taza Chocolate': '36743697', 'TCHO': '17121634', 'Unreal Brands': '45505734', 'The Warrell Corporation': '38558826', 'Whetstone Chocolates': '25697217', "Whitman's": '740210', 'All American Foods': '23081991', 'Alpenrose Dairy': '1283016', 'Aurora Organic Dairy': '25818696', 'BelGioioso Cheese': '32982574', 'Bittersweet Plantation Dairy': '36152845', 'Blue Bell Creameries': '2142071', 'Brewster Dairy': '23137367', 'Byrne Dairy': '37752344', 'Cabot Creamery': '1322986', 'Cal-Maine': '17426166', 'Cass-Clay': '4219507', 'Chaseholm Farm Creamery': '42709223', 'Clover Stornetta Farms': '65730763', 'Cowgirl Creamery': '13717196', 'Crystal Creamery': '9838992', 'Cypress Point Creamery': '37442276', 'Dairy Farmers of America': '4524416', 'Darigold': '4497198', 'DCI Cheese Company': '15474365', 'Dean Foods': '3626669', 'Ellsworth Cooperative Creamery': '40825697', "Galliker's": '10622034', 'Gossner Foods': '24994130', 'Grafton Village Cheese Company': '23328817', 'Happy Cow Creamery': '22155529', 'Hershey Creamery Company': '8103391', 'Hilmar Cheese Company': '5228804', 'Horizon Organic': '6799659', 'HP Hood': '3348237', 'Joseph Gallo Farms': '26177171', 'Junket': '82833', "Land O'Lakes": '571436', 'Leprino Foods': '33799364', 'Lifeway Foods': '30283064', 'Marin French Cheese Company': '26704620', 'Maytag Dairy Farms': '1361992', "Murray's Cheese": '43674978', "Nature's Harmony Farm": '38910377', 'Organic Valley': '13621256', 'Penn State University Creamery': '1531621', "Pierre's Ice Cream Company": '34596601', 'Point Reyes Farmstead Cheese Company': '41109096', 'Prairie Farms Dairy': '29379508', 'Rogue Creamery': '40679970', 'Sargento': '38400900', "Schoep's Ice Cream": '27384835', 'Schreiber Foods': '6298938', 'Shamrock Farms': '5523391', "Siggi's Dairy": '52369550', 'Smiling Hill Farm': '31693971', 'SmithFoods': '19764841', 'Straus Family Creamery': '37980218', 'Sunshine Dairy': '48404870', 'Sweet Grass Dairy': '32000093', 'Tillamook County Creamery Association': '257236', 'United Dairy Farmers': '1397577', 'Vermont Creamery': '40679943', 'Wainwright Dairy': '37442380', 'Winchester Cheese Company': '23325827', 'Winder Farms': '11233467', 'Wisconsin Cheeseman': '12054883', "Yancey's Fancy": '13546400', 'Yarnell Ice Cream Co.': '5911398', 'A-Treat Bottling Company': '6252821', 'Adirondack Beverages': '15935376', 'American Beverage Association': '7728420', 'Appalachian Brewing Company': '4749434', 'Arizona Beverage Company': '2168045', 'Bai Brands': '48018658', 'Boylan Bottling Company': '2190707', 'Brown-Forman': '58410366', 'Castle Brands': '20204060', 'Cawy Bottling Company': '42486002', 'Crunk Energy Drink': '16152676', "Day's Beverages": '20298451', 'Guayakí': '3842950', 'Hint Water': '36516933', 'Hosmer Mountain Soda': '5448840', 'Ice River Springs': '44175373', 'Jones Soda': '637428', "Kern's": '12832825', 'Kristian Regale': '33473560', 'Luzianne': '6073965', 'Manhattan Special': '23853040', "Martinelli's": '3465501', 'Matt Brewing Company': '4480096', 'Molson Coors Brewing Company': '63146046', 'Monarch Beverage, Inc.': '9477416', 'National Beverage': '3599321', 'Natrona Bottling Company': '24510875', 'Numi Organic Tea': '35140459', 'Old Orchard Brands': '10199248', 'Oogavé': '26674218', "Peet's Coffee & Tea": '1418824', 'Poland Spring': '1556807', 'Polar Beverages': '4191813', 'R. Torre & Company, Inc.': '-1', 'Red Diamond': '3339221', 'Steaz': '32002749', 'Street King': '49954191', 'Talking Rain': '20369465', 'Tavalon Tea': '16313016', 'Tazo': '1660051', 'Tröegs Brewing Company': '56723396', 'Turkey Hill': '20008515', 'Vanberg & DeWulf': '-1', 'White Rock Beverages': '9009480', "Who's Your Daddy, Inc.": '5732134', 'Albertsons': '51857', 'Dot Foods': '7343163', 'Gordon Food Service': '3452145', 'Kroger': '367762', 'Performance Food Group': '4777887', 'Publix': '544694', 'Reyes Holdings': '33318397', "Saladino's Inc": '45421058', 'SuperValu': '1560119', 'US Foods': '33221151', 'Walmart': '33589', 'Whole Foods Market': '620343', 'Winn Dixie': '1464611', "A. Zerega's Sons, Inc.": '25335750', 'Bruce Foods': '25317059', 'Brynwood Partners': '27708088', 'Bush Brothers and Company': '4477984', 'Catterton Partners': '57118254', 'Cherrybrook Kitchen': '20713885', 'Colavita': '44753766', 'Cuisine Solutions': '38263755', 'Deep Foods': '37201085', 'Eden Foods Inc.': '17300668', 'Flagship Food Group': '39842808', 'Goya Foods': '232964', "Isaly's": '2843059', 'Krinos Foods': '8252309', 'Kronos Foods': '23619350', 'La Loma Foods': '53757237', "Luck's Incorporated": '19868611', 'Manischewitz': '2077960', "Newman's Own": '575127', 'Rhee Bros., Inc.': '56069235', 'Richelieu Foods': '27700691', 'Rosa Food': '14292002', 'Sclafani Foods': '29765222', 'Seneca Foods': '4097627', "Streit's": '16078662', 'Tabatchnick': '11282478', "Trappey's Hot Sauce": '4496015', 'Vitarroz': '9536532', "Amy's Kitchen": '2420720', 'Bellisio Foods': '3266512', "Captain Ken's Foods": '33866710', 'Edwards Baking': '23904351', "Fred's Frozen Foods": '29144940', "K&N's Foods USA": '16717', "Mrs. T's Pierogies": '15451989', 'Peas of Mind': '30498544', 'Pero Family Farms Food Company': '13342203', "Reser's Fine Foods": '1650148', 'Rhino Foods': '19824572', 'Ruiz Foods': '26920447', 'Schwan Food Company': '54833649', 'The Bauman Family': '42452264', 'Blue Diamond Growers': '1991837', 'Buddy Fruits': '39140700', 'Calavo Growers': '42008605', 'Del Monte Foods': '3107586', 'Dole Food Company': '790825', "Driscoll's": '11420282', 'Floyd Wilcox & Sons, Inc.': '27211703', 'Franklin Baker Company': '8325559', 'Fresh Del Monte Produce': '3107519', "Frieda's Inc.": '38189852', 'Hollandia Produce': '18574978', 'Idahoan Foods': '2372784', 'Limoneira': '44675799', 'Maui Pineapple Company': '12108805', 'The Morning Star Company': '31616727', 'Ocean Spray': '1854408', 'Organically Grown Company': '41678336', 'Red Gold': '21805252', 'Simple and Crisp': '42451470', 'Sunkist Growers, Incorporated': '1015685', 'Taylor Farms': '36866102', 'Turbana': '6601736', 'Wish Farms': '58169808', "Boar's Head Provision Company": '3736012', "Burgers' Smokehouse": '26069558', 'Columbus Salame': '63908545', 'Dakota Beef': '11403874', 'Daniele, Inc.': '18881652', "D'Artagnan": '42043577', 'Dietz & Watson': '2092048', 'Empire Kosher': '32761704', 'Foster Farms': '9838835', 'Hatfield Quality Meats': '1323975', 'Heritage Foods USA': '41616704', 'Hormel': '147999', 'Kansas City Steak Company': '16692995', 'Kiolbassa Sausage': '22802113', 'Koch Foods': '47077361', 'Koegel Meat Company': '1918766', "Lobel's of New York": '47814803', 'Marathon Enterprises, Inc.': '15071605', "Molinari's": '38548308', 'National Beef Packing Company': '60586113', 'Niman Ranch': '8989613', 'Norbest': '33859577', "Nueske's Applewood Smoked Meats": '26071376', 'Omaha Steaks': '1446087', 'Parker House Sausage Company': '32440473', 'Pat LaFrieda Meat Purveyors': '39011678', 'Perdue Farms': '7759074', 'Plumrose USA': '25557736', "Robertson's Hams": '27943736', 'Tallgrass Beef Company': '11788773', "Usinger's": '8056471', 'Zacky Farms': '19858325', 'B.R. Guest': '13567297', "Bloomin' Brands": '3546474', 'Bravo Brio Restaurant Group': '63486810', 'The Briad Group': '25748708', 'Brinker International': '1908320', 'Burger King': '165296', 'Darden Restaurants': '1176801', "Del Frisco's Restaurant Group": '47813453', 'Delaware North': '1376812', 'Dine Brands Global': '18010681', "Dunkin' Brands": '1352665', 'Global Franchise Group': '16434019', "Landry's, Inc.": '67924800', 'Lettuce Entertain You Enterprises': '9217950', "Luby's": '2602535', "McDonald's": '2480627', 'Oberweis Dairy': '5596064', 'Ovation Brands': '1661895', 'Panera Bread': '915309', 'Real Mex Restaurants': '2366538', 'Restaurants Unlimited Inc': '47359406', 'Roark Capital Group': '24127204', 'Sentinel Capital Partners': '47511985', 'Starbucks': '178771', 'Stockade Companies': '18111450', "The Wendy's Company": '19525457', 'Yum! Brands': '74093', 'Axium Foods': '26530233', 'Beer Nuts': '2092543', "Blair's Sauces and Snacks": '9226492', 'Casa Sanchez Foods': '26808173', 'Charles Chips': '12559390', 'Dakota Style': '12570826', "Elmer's Fine Foods": '3089970', 'Golden Flake': '19269761', 'J & J Snack Foods': '5195436', 'Jel Sert': '4863082', "Kar's Nuts": '24517189', "Martin's Potato Chips": '9915619', 'McKee Foods': '1483371', "Mike-sell's": '5289037', "Mrs. Fisher's": '21606709', 'Oberto Sausage Company': '10432600', 'Old Dutch Foods': '1210332', "Robert's American Gourmet Food": '9119327', 'Rudolph Foods': '31048876', "Shearer's Foods": '27036286', 'Snak King': '39015951', "Snyder's-Lance": '31346488', 'Thanasi Foods': '7238967', 'Utz Quality Foods': '66706950', 'Wise Foods': '9958028', 'Wyandot Snacks': '54266286', 'Badia Spices': '43358025', 'Basic Food Flavors': '26433005', 'Crystal Hot Sauce': '7541106', "Dave's Gourmet": '1165112', 'Dog-Gone Sauce': '38425228', "Frank's RedHot": '29803628', "French's": '5957840', 'Frontier Natural Products Co-op': '22642155', 'Gold Pure Food Products Co.': '58397304', 'Herlocher Foods': '30294843', 'Huy Fong Foods': '4039128', "J&D's Down Home Enterprises": '5195436', 'McCormick & Company': '844812', 'Mezzetta': '25508388', "Mrs. Cubbison's Foods": '25378201', 'Mt. Olive Pickle Company': '10986934', "Odell's": '7416616', "Plochman's": '5962854', 'Pompeian, Inc.': '19778219', 'Pure Indian Foods': '46787895', 'Reily Foods Company': '23986291', 'Silver Spring Foods': '37938441', 'Solo Foods': '23812883', 'Tabasco sauce': '31419', 'Tapatío hot sauce': '5141057', 'Texas Pete': '1551241', 'Urban Accents': '19522476', 'Wickles': '40620862', 'Wing-Time': '5181100', 'Amalgamated Sugar Company': '9508418', 'American Crystal Sugar Company': '34468135', 'American Sugar Refining': '23988690', 'Michigan Sugar': '27755941', 'Spreckels Sugar Company': '2310357', 'US Sugar Corporation': '18128056', 'Western Sugar Cooperative': '3958919', 'Campbell Soup Company': '25125130', 'The Coca-Cola Company': '914869', 'ConAgra Foods': '52849756', 'General Mills': '164902', 'Hain Celestial Group': '5052165', 'The Hershey Company': '85655', 'Ingredion': '22759947', 'The J.M. Smucker Company': '571691', "Kellogg's": '544106', 'Keurig Dr Pepper': '5311833', 'Kraft Heinz': '46223282', 'Mars, Incorporated': '245067', 'Monarch Beverage Company': '2492292', 'Mondelez International': '37231747', 'PepsiCo': '1213210', 'Post Holdings': '40745011', 'Rich Products': '2158978', 'Seaboard Corporation': '3102384', 'T. Marzetti Company': '7064875', 'Tootsie Roll Industries': '2233770', 'TreeHouse Foods': '42359015', 'Tyson Foods': '1100202', 'WhiteWave Foods': '43682632', 'Zevia': '35305355', 'Alimentos La Giralda': '848803', 'Chocolates El Rey': '6120989', 'Empresas Polar': '326072', 'An Giang Coffee': '21442280', 'Bien Hoa Sugar': '21125867', 'Cuulong Fish': '21129183', 'Habeco': '37729770', 'Hai Ha Confectionery': '21517670', 'Hanoimilk': '21487851', 'Highlands Coffee': '27687138', 'Huda Beer': '46474673', 'Hue Beer': '40815162', 'Kinh Do Corporation': '21156405', 'Sabeco': '10533152', 'Trung Nguyên': '27635305', 'Vinacafe': '27753617', 'Vinamilk': '10079515', 'Food portal': '15868355', 'Companies portal': '-1', 'Lists portal': '-1', 'List of bakeries': '44186601', 'List of brand name food products': '9091733', 'List of food cooperatives': '25541790', 'v': '32437', 't': '30071', 'Companies by industry': '-1', 'Fitness wear': '-1', 'Lingerie': '38165', 'Sporting goods': '2613839', 'Swimwear': '228019', 'Chemical': '1288740', 'Oil and gas': '33924696', 'Oil exploration and production': '32294140', 'Oilfield service': '-1', 'Public utilities': '1120648', 'Solar thermal power': '3814841', 'Asset management': '6570919', 'Banks': '64440675', 'international': '289876', 'investment': '63121', 'Hedge funds': '890013', 'Private equity': '191280', 'Stock exchanges': '623378', 'Venture capital': '257210', 'Beer and breweries': '-1', 'Casual dining': '8390027', 'Champagne houses': '14146201', 'Cheesemakers': '5235493', 'Chocolate': '7089', 'Coffee': '604727', 'Coffeehouses': '1288831', 'Fast food': '360101', 'Ice cream parlors': '2298027', 'Pizza': '24768', 'Restaurant chains': '21996681', 'Revolving': '28638292', 'Soft drinks': '498260', 'Tea': '29969', 'Vineyards and wineries': '-1', 'Biotechnology': '4502', 'Health club': '7367299', 'Pharmaceutical': '62607', 'Manufacturing': '39388', 'Aerial lift': '574570', 'Aircraft': '849', 'Astronomical instruments': '38452006', 'Automobile': '43982360', 'Bicycles': '45956', 'CIGS': '611247', 'Cymbals': '10398490', 'Dump trucks': '6039291', 'Horns': '1274919', 'Locomotive': '17717', 'Microphone': '65886', 'Modern armament': '-1', 'Motorcycles': '348823', 'Radio-controlled model aircraft kits': '-1', 'Rolling stock': '214755', 'Scooters': '1289142', 'equipment': '5969588', 'Solid-state drives': '18829666', 'Steel': '27058', 'Stuffed toys': '49288258', 'Touch-solution': '-1', 'Traction motors': '1308573', 'Tractors': '620445', 'Tram': '30733', 'Wind turbines': '736711', 'Animation': '593', 'anime': '800', 'Cable television': '7587', "Children's book publishers": '-1', 'Film production': '202004', 'Pornography': '5710507', 'Record labels': '1276854', 'Television networks': '498232', 'Video games': '32390', 'Retail': '183515', 'Book clubs': '8615152', 'Bookstores': '1286090', 'chains': '2221849', 'independent': '194373', 'feminist': '11166', 'Convenience': '1033177', 'Cooperatives': '423525', 'Department': '163544', 'Games': '11858', 'Hypermarkets': '452864', 'Pharmacies': '1288650', 'Supermarkets': '165307', 'Superstores': '5282253', 'Casinos': '307920', 'Construction equipment rental': '-1', 'Hotels': '249366', 'Law firms': '1333001', 'Management consulting': '282635', 'Marketing research': '196086', 'Cycling': '5931', 'Disc golf': '8212', 'Golf': '19568112', 'Mountaineering': '20341', 'Skateboarding': '28027', 'Skiing': '28478', 'Swimming': '27999', 'Advertising technology': '60193610', 'Automation integrator': '35533594', 'Computer-aided design': '37315', 'Computer hardware': '21808348', 'Computer systems': '3399264', 'Consumer electronics': '189768', 'Electric-vehicle batteries': '-1', 'Electronic design automation': '216881', 'Enterprise search': '12101316', 'Flash memory controllers': '-1', 'Information technology': '36674345', 'Photovoltaics': '652531', 'Semiconductors': '29585', 'Silicon': '27114', 'Telecommunications': '33094327', 'Airlines': '37473', 'charter': '336179', 'defunct': '20646723', 'holding': '2764725', 'low-cost': '5911047', 'passenger': '4582654', 'regional': '1306339', 'Bus': '4146', 'Cruise lines': '61646989', 'Ferry': '50771', 'Railway': '25900', 'Ship': '27008', 'automobile': '43982360', 'freight': '522677', 'Lists of companies': '16865645', 'Categories': '8943179', 'Food industry-related lists': '-1', 'Food companies': '-1', 'Lists of companies by industry': '-1', 'Articles with short description': '-1', 'Short description is different from Wikidata': '-1', 'Wikipedia indefinitely semi-protected pages': '-1', 'Dynamic lists': '-1', 'Talk': '30854661', 'Contributions': '5463668', 'Article': '19378550', 'Read': '7624791', 'Main page': '217225', 'Contents': '8411038', 'Current events': '25487333', 'Random article': '-1', 'About Wikipedia': '25114385', 'Contact us': '9969416', 'Donate': '7127842', 'Help': '17344601', 'Learn to edit': '-1', 'Community portal': '-1', 'Recent changes': '9969350', 'Upload file': '-1', 'What links here': '-1', 'Related changes': '17519553', 'Special pages': '43156297', 'Wikidata item': '59645384', 'Română': '4636845', 'Türkçe': '4520327', 'Edit links': '-1', 'Creative Commons Attribution-ShareAlike License': '8712384', 'Terms of Use': '839580', 'Privacy Policy': '1345602', 'Privacy policy': '1338305', 'Disclaimers': '1397315', 'Contact Wikipedia': '-1', 'Developers': '1278273', 'Cookie statement': '-1'}
def checkpoint_data(in_dict, outPath):
  with open(outPath, 'w') as fp:
    json.dump(in_dict, fp)_____no_output_____def load_checkpoint(inPath):
  with open(inPath) as fp:
    temp_dict = json.load(fp)
  return temp_dict_____no_output_____test_title = 'Lion Dairy & Drinks'
test_id = page_dict['Lion Dairy & Drinks']
new_title = test_title.replace('&', '%26')
if id == '-1':
  result = requests.get(summary_api_title + new_title)
  json_data = result.json()
  new_id = list(json_data['query']['pages'])[0]
  print(requests.get(search_api + test_title).json())['Lion Dairy ', ['Lion Dairy & Drinks'], [''], ['https://en.wikipedia.org/wiki/Lion_Dairy_%26_Drinks']]
for j in search(test_title, tld="co.in", num=5, stop=10, pause=2):
  if "wikipedia" in j:
    new_name = j.split('/')[-1]
    print(new_name)
    break
search_dict = {}

#for title, id in page_dict.copy().items():
#  if id == '-1':
#    for j in search(test_title, tld="co.in", num=5, stop=10, pause=2):
#      if "wikipedia" in j:
#        new_name = j.split('/')[-1]
#        print(new_name)
#        break

search_dict = {title: page_dict[title] for title in list(page_dict) if page_dict[title] == '-1'}
#for result in wikipedia.search(new_name):
#  temp_obj = wikipedia.page(result, auto_suggest = False)
Bega_Dairy_%26_Drinks
search_dict = {title: page_dict[title] for title in list(page_dict) if page_dict[title] == '-1'}_____no_output_____search_dict = safe_copy_____no_output_____#CLEAN INVALID ID DATA
keyword_list = ['brand', 'company', 'business', 'retail', 'manufact']
popped_list =[]

for title, id in search_dict.copy().items():
  found_alt = False
  for j in search(title + "food company", tld="co.in", num=5, stop=10, pause=2):
    if "wikipedia" in j:
      #print(j)
      new_name = j.split('/')[-1]
      #print(new_name)
      found_alt = True
      break

  search_dict.pop(title)
  if found_alt:
    result = requests.get(summary_api_title + new_name)
    json_data = result.json()
    new_id = list((json_data['query']['pages'].keys()))[0]
    print("New Name: {}, New ID: {}".format(new_name, new_id))
    search_dict[new_name] = new_id

  page_dict.pop(title)New Name: Bega_Dairy_%26_Drinks, New ID: 5689929
New Name: Dachan_Food_(Asia), New ID: 21702189
New Name: Debauve_%26_Gallais, New ID: 22217826
New Name: C._Hahne_M%C3%BChlenwerke_GmbH_%26_Co._KG, New ID: 7437329
New Name: Coppenrath_%26_Wiese, New ID: 38096369
New Name: Oishi_(company), New ID: 42400664
New Name: Sumol_%2B_Compal, New ID: 25596266
New Name: Korea_Tobacco_%26_Ginseng_Corporation, New ID: 2280662
New Name: Gunnar_Dafg%C3%A5rd_AB, New ID: 10277249
New Name: A._L._Simpkin_%26_Co._Ltd, New ID: 35084767
New Name: F._Duerr_%26_Sons, New ID: 33895868
New Name: R._Torre_%26_Company,_Inc., New ID: 1044007
New Name: Vanberg_%26_DeWulf, New ID: 35017651
New Name: Portal:Companies, New ID: 12042184
New Name: Portal:Companies, New ID: 12042184
New Name: List_of_food_companies, New ID: 9235440
New Name: List_of_oilfield_service_companies, New ID: 1254377
New Name: List_of_radio-controlled_model_aircraft_kit_manufacturers, New ID: 25579338
New Name: List_of_touch-solution_manufacturers, New ID: 31423660
New Name: List_of_publishers_of_children%27s_books, New ID: 155535
New Name: List_of_electric-vehicle-battery_manufacturers, New ID: 17420716
New Name: List_of_flash_memory_controller_manufacturers, New ID: 35516244
New Name: List_of_food_companies, New ID: 9235440
New Name: List_of_food_companies, New ID: 9235440
New Name: List_of_food_companies, New ID: 9235440
New Name: Category:Short_description_is_different_from_Wikidata, New ID: 64773288
New Name: Category:Wikipedia_indefinitely_semi-protected_pages, New ID: 21091889
New Name: List_of_food_companies, New ID: 9235440
New Name: Hereford, New ID: 49035
New Name: List_of_food_companies, New ID: 9235440
#Canon
for title, id in search_dict.copy().items():
  if "List" in title or id == '-1' or "wiki" in title.lower():
    popped_list.append(title)
    search_dict.pop(title)
    continue_____no_output_____safe_copy = search_dict_____no_output_____search_dict_____no_output_____#Canon
for title, id in search_dict.items():
  page_dict[title] = id_____no_output_____#SAVE CHECKPOINT
checkpoint_data(page_dict, 'clean_page_dict.json')_____no_output_____#LOAD CHECKPOINT
page_dict = load_checkpoint('clean_page_dict.json')
len(page_dict)_____no_output_____for title, id in page_dict.copy().items():
  if "List" in title or "wiki" in title.lower():
    page_dict.pop(title)_____no_output_____checkpoint = page_dict_____no_output_____page_dict = checkpoint_____no_output_____#test_dict = {k: page_dict[k] for k in list(page_dict)[:30]}
deleted_dict = {}

for title, id in page_dict.copy().items():
  result = requests.get(summary_api + id)
  json_data = result.json()

  try:
    summary = json_data['query']['pages'][id]['extract']
    if summary.strip() == '' or not any(element in summary for element in keyword_list):
      page_dict.pop(title)
      deleted_dict[title] = id
  except KeyError as ke:
    page_dict.pop(title)
    delete_dict[title] = id_____no_output_____deleted_dict_____no_output_____checkpoint_data(page_dict, 'cleaned_brand_list.json')_____no_output_____len(page_dict)_____no_output_____

#OLD STUFF
_____no_output_____

  try:
    summary = json_data['query']['pages'][new_id]['extract']
    if not any(element in summary for element in keyword_list):
      search_dict.pop(title)
      popped_list.append(title)
      continue
  except KeyError as ke:
    search_dict.pop(title)
    popped_list.append(title)_____no_output_____#CLEAN PAGE ID LIST

#Fix titles with id = -1 (invalid id)
for title, id in page_dict.copy().items():
  if id == '-1':
    result = requests.get(summary_api_title + title.replace('&', '%26'))
    #result = requests.get(search_api + title)
    json_data = result.json()
    new_id = list((json_data['query']['pages'].keys()))[0]
    new_title = title.replace('&', '%26')
    print("New title: ", new_title, ", New id: ", new_id)

    page_dict.pop(title)
    if new_id != '-1':
      page_dict[new_title] = new_idNew title:  Debauve %26 Gallais , New id:  22217826
New title:  C. Hahne Mühlenwerke GmbH %26 Co. KG , New id:  7437329
New title:  Coppenrath %26 Wiese , New id:  38096369
New title:  Liwayway Holdings Company (Oishi) , New id:  -1
New title:  Sumol + Compal , New id:  -1
New title:  Korea Tobacco %26 Ginseng Corporation , New id:  2280662
New title:  BEHER , New id:  -1
New title:  Gunnar Dafgård , New id:  -1
New title:  A. L. Simpkin %26 Co. Ltd , New id:  35084767
New title:  F. Duerr %26 Sons , New id:  33895868
New title:  R. Torre %26 Company, Inc. , New id:  1044007
New title:  Vanberg %26 DeWulf , New id:  35017651
New title:  Companies portal , New id:  -1
New title:  Lists portal , New id:  -1
New title:  Companies by industry , New id:  -1
New title:  Fitness wear , New id:  -1
New title:  Oilfield service , New id:  -1
New title:  Beer and breweries , New id:  -1
New title:  Vineyards and wineries , New id:  -1
New title:  Modern armament , New id:  -1
New title:  Radio-controlled model aircraft kits , New id:  -1
New title:  Touch-solution , New id:  -1
New title:  Children's book publishers , New id:  -1
New title:  Construction equipment rental , New id:  -1
New title:  Electric-vehicle batteries , New id:  -1
New title:  Flash memory controllers , New id:  -1
New title:  Food industry-related lists , New id:  -1
New title:  Food companies , New id:  -1
New title:  Lists of companies by industry , New id:  -1
New title:  Articles with short description , New id:  -1
New title:  Short description is different from Wikidata , New id:  -1
New title:  Wikipedia indefinitely semi-protected pages , New id:  -1
New title:  Dynamic lists , New id:  -1
New title:  Random article , New id:  -1
New title:  Learn to edit , New id:  -1
New title:  Community portal , New id:  -1
New title:  Upload file , New id:  -1
New title:  What links here , New id:  -1
New title:  Edit links , New id:  -1
New title:  Contact Wikipedia , New id:  -1
New title:  Cookie statement , New id:  -1
#test_dict = {k: page_dict[k] for k in list(page_dict)[:30]}
test_dict = page_dict
deleted_dict = {}
keyword_list = ['brand', 'company', 'business', 'retail', 'manufact']
for title, id in test_dict.copy().items():
  result = requests.get(summary_api + id)
  json_data = result.json()
  try:
    summary = json_data['query']['pages'][id]['extract']
    if summary.strip() == '':
      deleted_dict[title] = id
    elif not any(element in summary for element in keyword_list):
      deleted_dict[title] = id
  except KeyError as ke:
    deleted_dict[title] = id_____no_output_____test_str = "Lion Dairy & Drinks"
response = requests.get(summary_api_title + test_str.replace('&', '%26'))
json_data = response.json()
new_id = list((json_data['query']['pages'].keys()))[0]

new_id_____no_output_____#FINAL FILTER
new_dict = deleted_dict

for title, id in new_dict.copy().items():
  result = requests.get(search_api + title)_____no_output_____import pandas as pd

df = pd.DataFrame.from_dict(page_dict, orient = 'index')
len(df)_____no_output_____#Find only food companies

for title, id in page_dict.items():
  result = requests.get(summary_api_title + title.replace)_____no_output_____wikipedia.page(pageid="24517189").url_____no_output_____

#WORKING WITH 3k Dataset
_____no_output_____

_brand_list_fpath = "/content/data/3k_brands.txt"_____no_output_____DEFAULT_SET_BRANDS = set()
with open(_brand_list_fpath) as fp:
    for line in fp.readlines():
        line = line.strip()
        if not line:
            continue
        DEFAULT_SET_BRANDS.add(line)

set_brands = DEFAULT_SET_BRANDS_____no_output_____#Google search code
def brand_search(brand_name):
  final_query = brand_name + "brand" + "company" + "wikipedia"
  j = ""
  for j in search(final_query, tld="co.in", num=3, start=0, stop=2, pause=2):
    if "wikipedia" in j:
      print(j)
      #return j
      #new_name = j.split('/')[-1]
      #break
brand_search("Boomer")https://en.wikipedia.org/wiki/Wrigley_Company
https://en.wikipedia.org/wiki/Category:Wrigley_Company
skipped_brands = []
disamb_brands = []
def get_wiki(brand_name):
  try:
    wiki_obj = wiki.page(brand_name, auto_suggest = false)
  except wikipedia.DisambiguationError as e:
    disamb_brands.append(brand_name)
  except wikipedia.PageError as pe:
    skipped_brands.append(brand_name)
_____no_output_____brand_list = [brand.encode('ascii', 'ignore').decode() for brand in set_brands]

obj_list = [wikipedia.page(brand_name, auto_suggest = False) for brand_name in brand_list]_____no_output_____skipped_brands = []
disamb_brands = []
count = 0
for brand_name in set_brands:
  brand_name = brand_name.encode('ascii', 'ignore').decode()

  #print("New loop with {}".format(brand_name))
  #wiki_obj = wikipedia.page(brand_name, auto_suggest=False)

  try:
    wiki_obj = wikipedia.page(brand_name, auto_suggest=False)
  except wikipedia.DisambiguationError as e:
    #s = e.options[0]
    #print("EXCEPTION TRIGGERED, WITH: ", brand_name)
    #print("Options are: ", e.options)
    #print("EXCEPTION TRIGGERED, TRYING WITH: ", s)
    #wiki_obj = wikipedia.page(brand_name, auto_suggest=True)
    disamb_brands.append(brand_name)
    continue
  except wikipedia.PageError as pe:
    #print("Page error with ", brand_name)
    skipped_brands.append(brand_name)
    continue

  count += 1
  if count%100 is 0:
    print(count)
  #print("{brand_name}: {wiki_url}".format(brand_name=brand_name, wiki_url=wiki_obj.url))
  #text = wiki_obj.content/usr/local/lib/python3.7/dist-packages/wikipedia/wikipedia.py:389: UserWarning: No parser was explicitly specified, so I'm using the best available HTML parser for this system ("lxml"). This usually isn't a problem, but if you run this code on another system, or in a different virtual environment, it may use a different parser and behave differently.

The code that caused this warning is on line 389 of the file /usr/local/lib/python3.7/dist-packages/wikipedia/wikipedia.py. To get rid of this warning, pass the additional argument 'features="lxml"' to the BeautifulSoup constructor.

  lis = BeautifulSoup(html).find_all('li')
len(disamb_brands)_____no_output_____"Toys âRâ Us".encode('ascii', 'ignore').decode()_____no_output_____len(skipped_brands) + len(disamb_brands)_____no_output_____skipped_brands_____no_output_____

#Web Scraper test code_____no_output_____

!pip install beautifulsoup4
!pip install googleRequirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.7/dist-packages (4.6.3)
Requirement already satisfied: google in /usr/local/lib/python3.7/dist-packages (2.0.3)
Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.7/dist-packages (from google) (4.6.3)
brand_name = "boomer"
try:
  wiki_obj = wikipedia.page(brand_name, auto_suggest=False)
except wikipedia.DisambiguationError as e:
  print(wikipedia.search("Wrigley_Company")[0])Wrigley Company
from googlesearch import search

brand_name = "Boomer"

final_query = brand_name + "brand" + "company" + "wikipedia"

for j in search(final_query, tld="co.in", num=5, stop=10, pause=2):
  if "wikipedia" in j:
    new_name = j.split('/')[-1]
    break

for result in wikipedia.search(new_name):
  temp_obj = wikipedia.page(result, auto_suggest = False)
/usr/local/lib/python3.7/dist-packages/wikipedia/wikipedia.py:389: UserWarning: No parser was explicitly specified, so I'm using the best available HTML parser for this system ("lxml"). This usually isn't a problem, but if you run this code on another system, or in a different virtual environment, it may use a different parser and behave differently.

The code that caused this warning is on line 389 of the file /usr/local/lib/python3.7/dist-packages/wikipedia/wikipedia.py. To get rid of this warning, pass the additional argument 'features="lxml"' to the BeautifulSoup constructor.

  lis = BeautifulSoup(html).find_all('li')
wikipedia.page(pageid="38400900").url_____no_output_____!pip install requestsRequirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (2.23.0)
Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests) (3.0.4)
Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests) (2020.12.5)
Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests) (1.24.3)
Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests) (2.10)
import requests

response = requests.get("https://en.wikipedia.org/w/api.php?action=query&format=json&titles=Main%20Page")
new_response = requests.get("https://en.wikipedia.org/w/api.php?action=query&format=json&titles=Wrigley_Company")
#print(response.json())
print(new_response.json()){'batchcomplete': '', 'query': {'normalized': [{'from': 'Wrigley_Company', 'to': 'Wrigley Company'}], 'pages': {'463687': {'pageid': 463687, 'ns': 0, 'title': 'Wrigley Company'}}}}
search(final)_____no_output_____wikipedia.page("SpaceX").url_____no_output_____#TODO LIST
#Loop through each brand name
# try assigning wiki_obj
# except disambiguation error
#  run google query for brand name + brand + company
#  select first wikipedia article url
#  save url
#  get list of suggestions from disambiguation
#  Loop through suggestion list
#    if not another disambiguation
#     Create wiki.page object and get url
#     if wiki.page url == query url, break loop
# except Page not found error
#  add to page not found list_____no_output_____