metadata
dataset_info:
- config_name: nutrition-feats-only
features:
- name: product_name
dtype: string
- name: generic_name
dtype: string
- name: quantity
dtype: string
- name: ingredients_text
dtype: string
- name: serving_size
dtype: string
- name: energy_100g
dtype: float64
- name: energy-from-fat_100g
dtype: float64
- name: fat_100g
dtype: float64
- name: saturated-fat_100g
dtype: float64
- name: monounsaturated-fat_100g
dtype: float64
- name: polyunsaturated-fat_100g
dtype: float64
- name: omega-3-fat_100g
dtype: float64
- name: omega-6-fat_100g
dtype: float64
- name: omega-9-fat_100g
dtype: float64
- name: trans-fat_100g
dtype: float64
- name: cholesterol_100g
dtype: float64
- name: carbohydrates_100g
dtype: float64
- name: sugars_100g
dtype: float64
- name: starch_100g
dtype: float64
- name: polyols_100g
dtype: float64
- name: fiber_100g
dtype: float64
- name: proteins_100g
dtype: float64
- name: casein_100g
dtype: float64
- name: serum-proteins_100g
dtype: float64
- name: nucleotides_100g
dtype: float64
- name: salt_100g
dtype: float64
- name: sodium_100g
dtype: float64
- name: alcohol_100g
dtype: float64
- name: vitamin-a_100g
dtype: float64
- name: beta-carotene_100g
dtype: float64
- name: vitamin-d_100g
dtype: float64
- name: vitamin-e_100g
dtype: float64
- name: vitamin-k_100g
dtype: float64
- name: vitamin-c_100g
dtype: float64
- name: vitamin-b1_100g
dtype: float64
- name: vitamin-b2_100g
dtype: float64
- name: vitamin-pp_100g
dtype: float64
- name: vitamin-b6_100g
dtype: float64
- name: vitamin-b9_100g
dtype: float64
- name: folates_100g
dtype: float64
- name: vitamin-b12_100g
dtype: float64
- name: biotin_100g
dtype: float64
- name: pantothenic-acid_100g
dtype: float64
- name: silica_100g
dtype: float64
- name: bicarbonate_100g
dtype: float64
- name: potassium_100g
dtype: float64
- name: chloride_100g
dtype: float64
- name: calcium_100g
dtype: float64
- name: phosphorus_100g
dtype: float64
- name: iron_100g
dtype: float64
- name: magnesium_100g
dtype: float64
- name: zinc_100g
dtype: float64
- name: copper_100g
dtype: float64
- name: manganese_100g
dtype: float64
- name: fluoride_100g
dtype: float64
- name: selenium_100g
dtype: float64
- name: chromium_100g
dtype: float64
- name: molybdenum_100g
dtype: float64
- name: iodine_100g
dtype: float64
- name: collagen-meat-protein-ratio_100g
dtype: float64
- name: glycemic-index_100g
dtype: float64
splits:
- name: train
num_bytes: 243974113
num_examples: 356027
download_size: 46590471
dataset_size: 243974113
- config_name: raw
features:
- name: code
dtype: string
- name: url
dtype: string
- name: creator
dtype: string
- name: created_t
dtype: string
- name: created_datetime
dtype: string
- name: last_modified_t
dtype: string
- name: last_modified_datetime
dtype: string
- name: product_name
dtype: string
- name: generic_name
dtype: string
- name: quantity
dtype: string
- name: packaging
dtype: string
- name: packaging_tags
dtype: string
- name: brands
dtype: string
- name: brands_tags
dtype: string
- name: categories
dtype: string
- name: categories_tags
dtype: string
- name: categories_en
dtype: string
- name: origins
dtype: string
- name: origins_tags
dtype: string
- name: manufacturing_places
dtype: string
- name: manufacturing_places_tags
dtype: string
- name: labels
dtype: string
- name: labels_tags
dtype: string
- name: labels_en
dtype: string
- name: emb_codes
dtype: string
- name: emb_codes_tags
dtype: string
- name: first_packaging_code_geo
dtype: string
- name: cities
dtype: string
- name: cities_tags
dtype: string
- name: purchase_places
dtype: string
- name: stores
dtype: string
- name: countries
dtype: string
- name: countries_tags
dtype: string
- name: countries_en
dtype: string
- name: ingredients_text
dtype: string
- name: allergens
dtype: string
- name: allergens_en
dtype: string
- name: traces
dtype: string
- name: traces_tags
dtype: string
- name: traces_en
dtype: string
- name: serving_size
dtype: string
- name: no_nutriments
dtype: float64
- name: additives_n
dtype: float64
- name: additives
dtype: string
- name: additives_tags
dtype: string
- name: additives_en
dtype: string
- name: ingredients_from_palm_oil_n
dtype: float64
- name: ingredients_from_palm_oil
dtype: float64
- name: ingredients_from_palm_oil_tags
dtype: string
- name: ingredients_that_may_be_from_palm_oil_n
dtype: float64
- name: ingredients_that_may_be_from_palm_oil
dtype: float64
- name: ingredients_that_may_be_from_palm_oil_tags
dtype: string
- name: nutrition_grade_uk
dtype: float64
- name: nutrition_grade_fr
dtype: string
- name: pnns_groups_1
dtype: string
- name: pnns_groups_2
dtype: string
- name: states
dtype: string
- name: states_tags
dtype: string
- name: states_en
dtype: string
- name: main_category
dtype: string
- name: main_category_en
dtype: string
- name: image_url
dtype: string
- name: image_small_url
dtype: string
- name: energy_100g
dtype: float64
- name: energy-from-fat_100g
dtype: float64
- name: fat_100g
dtype: float64
- name: saturated-fat_100g
dtype: float64
- name: '-butyric-acid_100g'
dtype: float64
- name: '-caproic-acid_100g'
dtype: float64
- name: '-caprylic-acid_100g'
dtype: float64
- name: '-capric-acid_100g'
dtype: float64
- name: '-lauric-acid_100g'
dtype: float64
- name: '-myristic-acid_100g'
dtype: float64
- name: '-palmitic-acid_100g'
dtype: float64
- name: '-stearic-acid_100g'
dtype: float64
- name: '-arachidic-acid_100g'
dtype: float64
- name: '-behenic-acid_100g'
dtype: float64
- name: '-lignoceric-acid_100g'
dtype: float64
- name: '-cerotic-acid_100g'
dtype: float64
- name: '-montanic-acid_100g'
dtype: float64
- name: '-melissic-acid_100g'
dtype: float64
- name: monounsaturated-fat_100g
dtype: float64
- name: polyunsaturated-fat_100g
dtype: float64
- name: omega-3-fat_100g
dtype: float64
- name: '-alpha-linolenic-acid_100g'
dtype: float64
- name: '-eicosapentaenoic-acid_100g'
dtype: float64
- name: '-docosahexaenoic-acid_100g'
dtype: float64
- name: omega-6-fat_100g
dtype: float64
- name: '-linoleic-acid_100g'
dtype: float64
- name: '-arachidonic-acid_100g'
dtype: float64
- name: '-gamma-linolenic-acid_100g'
dtype: float64
- name: '-dihomo-gamma-linolenic-acid_100g'
dtype: float64
- name: omega-9-fat_100g
dtype: float64
- name: '-oleic-acid_100g'
dtype: float64
- name: '-elaidic-acid_100g'
dtype: float64
- name: '-gondoic-acid_100g'
dtype: float64
- name: '-mead-acid_100g'
dtype: float64
- name: '-erucic-acid_100g'
dtype: float64
- name: '-nervonic-acid_100g'
dtype: float64
- name: trans-fat_100g
dtype: float64
- name: cholesterol_100g
dtype: float64
- name: carbohydrates_100g
dtype: float64
- name: sugars_100g
dtype: float64
- name: '-sucrose_100g'
dtype: float64
- name: '-glucose_100g'
dtype: float64
- name: '-fructose_100g'
dtype: float64
- name: '-lactose_100g'
dtype: float64
- name: '-maltose_100g'
dtype: float64
- name: '-maltodextrins_100g'
dtype: float64
- name: starch_100g
dtype: float64
- name: polyols_100g
dtype: float64
- name: fiber_100g
dtype: float64
- name: proteins_100g
dtype: float64
- name: casein_100g
dtype: float64
- name: serum-proteins_100g
dtype: float64
- name: nucleotides_100g
dtype: float64
- name: salt_100g
dtype: float64
- name: sodium_100g
dtype: float64
- name: alcohol_100g
dtype: float64
- name: vitamin-a_100g
dtype: float64
- name: beta-carotene_100g
dtype: float64
- name: vitamin-d_100g
dtype: float64
- name: vitamin-e_100g
dtype: float64
- name: vitamin-k_100g
dtype: float64
- name: vitamin-c_100g
dtype: float64
- name: vitamin-b1_100g
dtype: float64
- name: vitamin-b2_100g
dtype: float64
- name: vitamin-pp_100g
dtype: float64
- name: vitamin-b6_100g
dtype: float64
- name: vitamin-b9_100g
dtype: float64
- name: folates_100g
dtype: float64
- name: vitamin-b12_100g
dtype: float64
- name: biotin_100g
dtype: float64
- name: pantothenic-acid_100g
dtype: float64
- name: silica_100g
dtype: float64
- name: bicarbonate_100g
dtype: float64
- name: potassium_100g
dtype: float64
- name: chloride_100g
dtype: float64
- name: calcium_100g
dtype: float64
- name: phosphorus_100g
dtype: float64
- name: iron_100g
dtype: float64
- name: magnesium_100g
dtype: float64
- name: zinc_100g
dtype: float64
- name: copper_100g
dtype: float64
- name: manganese_100g
dtype: float64
- name: fluoride_100g
dtype: float64
- name: selenium_100g
dtype: float64
- name: chromium_100g
dtype: float64
- name: molybdenum_100g
dtype: float64
- name: iodine_100g
dtype: float64
- name: caffeine_100g
dtype: float64
- name: taurine_100g
dtype: float64
- name: ph_100g
dtype: float64
- name: fruits-vegetables-nuts_100g
dtype: float64
- name: fruits-vegetables-nuts-estimate_100g
dtype: float64
- name: collagen-meat-protein-ratio_100g
dtype: float64
- name: cocoa_100g
dtype: float64
- name: chlorophyl_100g
dtype: float64
- name: carbon-footprint_100g
dtype: float64
- name: nutrition-score-fr_100g
dtype: float64
- name: nutrition-score-uk_100g
dtype: float64
- name: glycemic-index_100g
dtype: float64
- name: water-hardness_100g
dtype: float64
splits:
- name: train
num_bytes: 1329203457
num_examples: 356027
download_size: 180376553
dataset_size: 1329203457
- config_name: reduced
features:
- name: product_name
dtype: string
- name: generic_name
dtype: string
- name: quantity
dtype: string
- name: brands
dtype: string
- name: categories
dtype: string
- name: categories_en
dtype: string
- name: labels
dtype: string
- name: labels_en
dtype: string
- name: ingredients_text
dtype: string
- name: serving_size
dtype: string
- name: additives_n
dtype: float64
- name: additives
dtype: string
- name: additives_en
dtype: string
- name: nutrition_grade_fr
dtype: string
- name: pnns_groups_1
dtype: string
- name: pnns_groups_2
dtype: string
- name: main_category
dtype: string
- name: main_category_en
dtype: string
- name: image_url
dtype: string
- name: image_small_url
dtype: string
- name: energy_100g
dtype: float64
- name: energy-from-fat_100g
dtype: float64
- name: fat_100g
dtype: float64
- name: saturated-fat_100g
dtype: float64
- name: '-caprylic-acid_100g'
dtype: float64
- name: '-capric-acid_100g'
dtype: float64
- name: '-lauric-acid_100g'
dtype: float64
- name: '-myristic-acid_100g'
dtype: float64
- name: '-palmitic-acid_100g'
dtype: float64
- name: '-stearic-acid_100g'
dtype: float64
- name: '-arachidic-acid_100g'
dtype: float64
- name: '-behenic-acid_100g'
dtype: float64
- name: '-montanic-acid_100g'
dtype: float64
- name: monounsaturated-fat_100g
dtype: float64
- name: polyunsaturated-fat_100g
dtype: float64
- name: omega-3-fat_100g
dtype: float64
- name: '-alpha-linolenic-acid_100g'
dtype: float64
- name: '-eicosapentaenoic-acid_100g'
dtype: float64
- name: '-docosahexaenoic-acid_100g'
dtype: float64
- name: omega-6-fat_100g
dtype: float64
- name: '-linoleic-acid_100g'
dtype: float64
- name: '-arachidonic-acid_100g'
dtype: float64
- name: '-gamma-linolenic-acid_100g'
dtype: float64
- name: '-dihomo-gamma-linolenic-acid_100g'
dtype: float64
- name: omega-9-fat_100g
dtype: float64
- name: '-oleic-acid_100g'
dtype: float64
- name: '-gondoic-acid_100g'
dtype: float64
- name: trans-fat_100g
dtype: float64
- name: cholesterol_100g
dtype: float64
- name: carbohydrates_100g
dtype: float64
- name: sugars_100g
dtype: float64
- name: '-sucrose_100g'
dtype: float64
- name: '-glucose_100g'
dtype: float64
- name: '-fructose_100g'
dtype: float64
- name: '-lactose_100g'
dtype: float64
- name: '-maltose_100g'
dtype: float64
- name: '-maltodextrins_100g'
dtype: float64
- name: starch_100g
dtype: float64
- name: polyols_100g
dtype: float64
- name: fiber_100g
dtype: float64
- name: proteins_100g
dtype: float64
- name: casein_100g
dtype: float64
- name: serum-proteins_100g
dtype: float64
- name: nucleotides_100g
dtype: float64
- name: salt_100g
dtype: float64
- name: sodium_100g
dtype: float64
- name: alcohol_100g
dtype: float64
- name: vitamin-a_100g
dtype: float64
- name: beta-carotene_100g
dtype: float64
- name: vitamin-d_100g
dtype: float64
- name: vitamin-e_100g
dtype: float64
- name: vitamin-k_100g
dtype: float64
- name: vitamin-c_100g
dtype: float64
- name: vitamin-b1_100g
dtype: float64
- name: vitamin-b2_100g
dtype: float64
- name: vitamin-pp_100g
dtype: float64
- name: vitamin-b6_100g
dtype: float64
- name: vitamin-b9_100g
dtype: float64
- name: folates_100g
dtype: float64
- name: vitamin-b12_100g
dtype: float64
- name: biotin_100g
dtype: float64
- name: pantothenic-acid_100g
dtype: float64
- name: silica_100g
dtype: float64
- name: bicarbonate_100g
dtype: float64
- name: potassium_100g
dtype: float64
- name: chloride_100g
dtype: float64
- name: calcium_100g
dtype: float64
- name: phosphorus_100g
dtype: float64
- name: iron_100g
dtype: float64
- name: magnesium_100g
dtype: float64
- name: zinc_100g
dtype: float64
- name: copper_100g
dtype: float64
- name: manganese_100g
dtype: float64
- name: fluoride_100g
dtype: float64
- name: selenium_100g
dtype: float64
- name: chromium_100g
dtype: float64
- name: molybdenum_100g
dtype: float64
- name: iodine_100g
dtype: float64
- name: caffeine_100g
dtype: float64
- name: taurine_100g
dtype: float64
- name: ph_100g
dtype: float64
- name: fruits-vegetables-nuts_100g
dtype: float64
- name: fruits-vegetables-nuts-estimate_100g
dtype: float64
- name: collagen-meat-protein-ratio_100g
dtype: float64
- name: cocoa_100g
dtype: float64
- name: nutrition-score-fr_100g
dtype: float64
- name: nutrition-score-uk_100g
dtype: float64
- name: lang
dtype: string
splits:
- name: train
num_bytes: 765085106
num_examples: 356027
download_size: 133686208
dataset_size: 765085106
configs:
- config_name: nutrition-feats-only
data_files:
- split: train
path: nutrition-feats-only/train-*
- config_name: raw
data_files:
- split: train
path: raw/train-*
- config_name: reduced
data_files:
- split: train
path: reduced/train-*