Open Food Facts

• by user1
• 17 February, 2022

Explore nutrition facts from foods around the world

LicenseDatabase: Open Database, Contents: Database Contents

Tagsearth and nature, alcohol, nutrition

• Want to play with food ? We now have a list of AI tasks that have a real-world impact on food transparency 💪
  https://github.com/openfoodfacts/openfoodfacts-ai
• You can donate to Open Food Facts to support hosting the servers, help with general costs…We’re a volunteer-run organisation, and every little helps (NB: we don’t accept food industry donation)

• We’re part of Google’s Summer of Code 2018. We have cool machine learning and data science projects, and are looking both for students and additional mentors.

A food products database

Open Food Facts is a free, open, collbarative database of food products from around the world, with ingredients, allergens, nutrition facts and all the tidbits of information we can find on product labels.

Made by everyone

Open Food Facts is a non-profit association of volunteers.
5000+ contributors like you have added 600 000+ products from 150 countries using our Android, iPhone or Windows Phone app or their camera to scan barcodes and upload pictures of products and their labels.

For everyone

Data about food is of public interest and has to be open. The complete database is published as open data and can be reused by anyone and for any use. Check-out the cool reuses or make your own!

Dataset structure

The dataset contains a single table, FoodFacts, in CSV form in FoodFacts.csv and in SQLite form in database.sqlite.

The columns in Open Food Facts are as follows:

• code (text)
• url (text)
• creator (text)
• created_t (text)
• created_datetime (text)
• last_modified_t (text)
• last_modified_datetime (text)
• product_name (text)
• generic_name (text)
• quantity (text)
• packaging (text)
• packaging_tags (text)
• brands (text)
• brands_tags (text)
• categories (text)
• categories_tags (text)
• categories_en (text)
• origins (text)
• origins_tags (text)
• manufacturing_places (text)
• manufacturing_places_tags (text)
• labels (text)
• labels_tags (text)
• labels_en (text)
• emb_codes (text)
• emb_codes_tags (text)
• first_packaging_code_geo (text)
• cities (text)
• cities_tags (text)
• purchase_places (text)
• stores (text)
• countries (text)
• countries_tags (text)
• countries_en (text)
• ingredients_text (text)
• allergens (text)
• allergens_en (text)
• traces (text)
• traces_tags (text)
• traces_en (text)
• serving_size (text)
• no_nutriments (numeric)
• additives_n (numeric)
• additives (text)
• additives_tags (text)
• additives_en (text)
• ingredients_from_palm_oil_n (numeric)
• ingredients_from_palm_oil (numeric)
• ingredients_from_palm_oil_tags (text)
• ingredients_that_may_be_from_palm_oil_n (numeric)
• ingredients_that_may_be_from_palm_oil (numeric)
• ingredients_that_may_be_from_palm_oil_tags (text)
• nutrition_grade_uk (numeric)
• nutrition_grade_fr (text)
• pnns_groups_1 (text)
• pnns_groups_2 (text)
• states (text)
• states_tags (text)
• states_en (text)
• main_category (text)
• main_category_en (text)
• image_url (text)
• image_small_url (text)
• energy_100g (numeric)
• energy_from_fat_100g (numeric)
• fat_100g (numeric)
• saturated_fat_100g (numeric)
• butyric_acid_100g (numeric)
• caproic_acid_100g (numeric)
• caprylic_acid_100g (numeric)
• capric_acid_100g (numeric)
• lauric_acid_100g (numeric)
• myristic_acid_100g (numeric)
• palmitic_acid_100g (numeric)
• stearic_acid_100g (numeric)
• arachidic_acid_100g (numeric)
• behenic_acid_100g (numeric)
• lignoceric_acid_100g (numeric)
• cerotic_acid_100g (numeric)
• montanic_acid_100g (numeric)
• melissic_acid_100g (numeric)
• monounsaturated_fat_100g (numeric)
• polyunsaturated_fat_100g (numeric)
• omega_3_fat_100g (numeric)
• alpha_linolenic_acid_100g (numeric)
• eicosapentaenoic_acid_100g (numeric)
• docosahexaenoic_acid_100g (numeric)
• omega_6_fat_100g (numeric)
• linoleic_acid_100g (numeric)
• arachidonic_acid_100g (numeric)
• gamma_linolenic_acid_100g (numeric)
• dihomo_gamma_linolenic_acid_100g (numeric)
• omega_9_fat_100g (numeric)
• oleic_acid_100g (numeric)
• elaidic_acid_100g (numeric)
• gondoic_acid_100g (numeric)
• mead_acid_100g (numeric)
• erucic_acid_100g (numeric)
• nervonic_acid_100g (numeric)
• trans_fat_100g (numeric)
• cholesterol_100g (numeric)
• carbohydrates_100g (numeric)
• sugars_100g (numeric)
• sucrose_100g (numeric)
• glucose_100g (numeric)
• fructose_100g (numeric)
• lactose_100g (numeric)
• maltose_100g (numeric)
• maltodextrins_100g (numeric)
• starch_100g (numeric)
• polyols_100g (numeric)
• fiber_100g (numeric)
• proteins_100g (numeric)
• casein_100g (numeric)
• serum_proteins_100g (numeric)
• nucleotides_100g (numeric)
• salt_100g (numeric)
• sodium_100g (numeric)
• alcohol_100g (numeric)
• vitamin_a_100g (numeric)
• beta_carotene_100g (numeric)
• vitamin_d_100g (numeric)
• vitamin_e_100g (numeric)
• vitamin_k_100g (numeric)
• vitamin_c_100g (numeric)
• vitamin_b1_100g (numeric)
• vitamin_b2_100g (numeric)
• vitamin_pp_100g (numeric)
• vitamin_b6_100g (numeric)
• vitamin_b9_100g (numeric)
• vitamin_b12_100g (numeric)
• biotin_100g (numeric)
• pantothenic_acid_100g (numeric)
• silica_100g (numeric)
• bicarbonate_100g (numeric)
• potassium_100g (numeric)
• chloride_100g (numeric)
• calcium_100g (numeric)
• phosphorus_100g (numeric)
• iron_100g (numeric)
• magnesium_100g (numeric)
• zinc_100g (numeric)
• copper_100g (numeric)
• manganese_100g (numeric)
• fluoride_100g (numeric)
• selenium_100g (numeric)
• chromium_100g (numeric)
• molybdenum_100g (numeric)
• iodine_100g (numeric)
• caffeine_100g (numeric)
• taurine_100g (numeric)
• ph_100g (numeric)
• fruits_vegetables_nuts_100g (numeric)
• collagen_meat_protein_ratio_100g (numeric)
• cocoa_100g (numeric)
• chlorophyl_100g (numeric)
• carbon_footprint_100g (numeric)
• nutrition_score_fr_100g (numeric)
• nutrition_score_uk_100g (numeric)

Size: 111378 KB Price: Free Author: Open Food Facts Data source: kaggle.com