size_categories:n<1K format:parquet modality:image modality:text library:datasets library:pandas library:mlcroissant library:polars region:us
---
dataset_info:
  features:
  - name: code
    dtype: string
  - name: product__id
    dtype: string
  - name: product__keywords
    sequence: string
  - name: product_added_countries_tags
    sequence: 'null'
  - name: product_additives_debug_tags
    sequence: string
  - name: product_additives_n
    dtype: int64
  - name: product_additives_old_n
    dtype: int64
  - name: product_additives_old_tags
    sequence: string
  - name: product_additives_original_tags
    sequence: string
  - name: product_additives_prev_original_tags
    sequence: string
  - name: product_additives_tags
    sequence: string
  - name: product_allergens
    dtype: string
  - name: product_allergens_from_ingredients
    dtype: string
  - name: product_allergens_from_user
    dtype: string
  - name: product_allergens_hierarchy
    sequence: string
  - name: product_allergens_tags
    sequence: string
  - name: product_amino_acids_prev_tags
    sequence: 'null'
  - name: product_amino_acids_tags
    sequence: 'null'
  - name: product_brands
    dtype: string
  - name: product_brands_debug_tags
    sequence: 'null'
  - name: product_brands_tags
    sequence: string
  - name: product_carbon_footprint_from_known_ingredients_debug
    dtype: string
  - name: product_carbon_footprint_percent_of_known_ingredients
    dtype: int64
  - name: product_categories
    dtype: string
  - name: product_categories_hierarchy
    sequence: string
  - name: product_categories_lc
    dtype: string
  - name: product_categories_old
    dtype: string
  - name: product_categories_properties_tags
    sequence: string
  - name: product_categories_tags
    sequence: string
  - name: product_checkers_tags
    sequence: 'null'
  - name: product_ciqual_food_name_tags
    sequence: string
  - name: product_cities_tags
    sequence: string
  - name: product_code
    dtype: string
  - name: product_codes_tags
    sequence: string
  - name: product_compared_to_category
    dtype: string
  - name: product_complete
    dtype: int64
  - name: product_completeness
    dtype: float64
  - name: product_correctors_tags
    sequence: string
  - name: product_countries
    dtype: string
  - name: product_countries_debug_tags
    sequence: 'null'
  - name: product_countries_hierarchy
    sequence: string
  - name: product_countries_lc
    dtype: string
  - name: product_countries_tags
    sequence: string
  - name: product_created_t
    dtype: int64
  - name: product_creator
    dtype: string
  - name: product_data_quality_bugs_tags
    sequence: 'null'
  - name: product_data_quality_errors_tags
    sequence: 'null'
  - name: product_data_quality_info_tags
    sequence: string
  - name: product_data_quality_tags
    sequence: string
  - name: product_data_quality_warnings_tags
    sequence: string
  - name: product_data_sources
    dtype: string
  - name: product_data_sources_tags
    sequence: string
  - name: product_debug_param_sorted_langs
    sequence: string
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_aggregated_origins
    list:
    - name: epi_score
      dtype: string
    - name: origin
      dtype: string
    - name: percent
      dtype: int64
    - name: transportation_score
      dtype: 'null'
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_epi_score
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_epi_value
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_origins_from_categories
    sequence: string
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_origins_from_origins_field
    sequence: string
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_score
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_ad
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_al
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_at
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_ax
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_ba
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_be
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_bg
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_ch
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_cy
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_cz
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_de
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_dk
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_dz
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_ee
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_eg
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_es
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_fi
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_fo
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_fr
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_gg
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_gi
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_gr
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_hr
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_hu
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_ie
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_il
    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_je
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_lb
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_li
    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_ma
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_mc
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_md
    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_nl
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_no
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_pl
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_ps
    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_sj
    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_scores_xk
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_value
    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
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    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_values_bg
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_values_ch
    dtype: int64
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    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_values_cz
    dtype: int64
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    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_values_dk
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_values_dz
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_values_ee
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_values_eg
    dtype: int64
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    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_values_fi
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_values_fo
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  - name: product_ecoscore_data_adjustments_origins_of_ingredients_transportation_values_fr
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  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_se
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_si
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_sj
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_sk
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_sm
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_sy
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_tn
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_tr
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_ua
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_uk
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_us
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_va
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_world
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_values_xk
    dtype: int64
  - name: product_ecoscore_data_adjustments_origins_of_ingredients_warning
    dtype: string
  - name: product_ecoscore_data_adjustments_packaging_non_recyclable_and_non_biodegradable_materials
    dtype: int64
  - name: product_ecoscore_data_adjustments_packaging_packagings
    list:
    - name: ecoscore_material_score
      dtype: int64
    - name: ecoscore_shape_ratio
      dtype: float64
    - name: material
      dtype: string
    - name: non_recyclable_and_non_biodegradable
      dtype: string
    - name: shape
      dtype: string
  - name: product_ecoscore_data_adjustments_packaging_score
    dtype: int64
  - name: product_ecoscore_data_adjustments_packaging_value
    dtype: int64
  - name: product_ecoscore_data_adjustments_packaging_warning
    dtype: string
  - name: product_ecoscore_data_adjustments_production_system_labels
    sequence: 'null'
  - name: product_ecoscore_data_adjustments_production_system_value
    dtype: int64
  - name: product_ecoscore_data_adjustments_production_system_warning
    dtype: string
  - name: product_ecoscore_data_agribalyse_warning
    dtype: string
  - name: product_ecoscore_data_missing_agb_category
    dtype: int64
  - name: product_ecoscore_data_missing_labels
    dtype: int64
  - name: product_ecoscore_data_missing_origins
    dtype: int64
  - name: product_ecoscore_data_missing_packagings
    dtype: int64
  - name: product_ecoscore_data_missing_agribalyse_match_warning
    dtype: int64
  - name: product_ecoscore_data_status
    dtype: string
  - name: product_ecoscore_grade
    dtype: string
  - name: product_ecoscore_tags
    sequence: string
  - name: product_editors_tags
    sequence: string
  - name: product_emb_codes
    dtype: string
  - name: product_emb_codes_debug_tags
    sequence: 'null'
  - name: product_emb_codes_orig
    dtype: string
  - name: product_emb_codes_tags
    sequence: string
  - name: product_entry_dates_tags
    sequence: string
  - name: product_expiration_date
    dtype: string
  - name: product_expiration_date_debug_tags
    sequence: 'null'
  - name: product_food_groups
    dtype: string
  - name: product_food_groups_tags
    sequence: string
  - name: product_fruits-vegetables-nuts_100g_estimate
    dtype: int64
  - name: product_generic_name
    dtype: string
  - name: product_generic_name_fr
    dtype: string
  - name: product_generic_name_fr_debug_tags
    sequence: 'null'
  - name: product_id
    dtype: string
  - name: product_image_front_small_url
    dtype: string
  - name: product_image_front_thumb_url
    dtype: string
  - name: product_image_front_url
    dtype: string
  - name: product_image_ingredients_small_url
    dtype: string
  - name: product_image_ingredients_thumb_url
    dtype: string
  - name: product_image_ingredients_url
    dtype: string
  - name: product_image_nutrition_small_url
    dtype: string
  - name: product_image_nutrition_thumb_url
    dtype: string
  - name: product_image_nutrition_url
    dtype: string
  - name: product_image_small_url
    dtype: string
  - name: product_image_thumb_url
    dtype: string
  - name: product_image_url
    dtype: image
  - name: product_images_1_sizes_100_h
    dtype: int64
  - name: product_images_1_sizes_100_w
    dtype: int64
  - name: product_images_1_sizes_400_h
    dtype: int64
  - name: product_images_1_sizes_400_w
    dtype: int64
  - name: product_images_1_sizes_full_h
    dtype: int64
  - name: product_images_1_sizes_full_w
    dtype: int64
  - name: product_images_1_uploaded_t
    dtype: string
  - name: product_images_1_uploader
    dtype: string
  - name: product_images_2_sizes_100_h
    dtype: int64
  - name: product_images_2_sizes_100_w
    dtype: int64
  - name: product_images_2_sizes_400_h
    dtype: int64
  - name: product_images_2_sizes_400_w
    dtype: int64
  - name: product_images_2_sizes_full_h
    dtype: int64
  - name: product_images_2_sizes_full_w
    dtype: int64
  - name: product_images_2_uploaded_t
    dtype: string
  - name: product_images_2_uploader
    dtype: string
  - name: product_images_3_sizes_100_h
    dtype: int64
  - name: product_images_3_sizes_100_w
    dtype: int64
  - name: product_images_3_sizes_400_h
    dtype: int64
  - name: product_images_3_sizes_400_w
    dtype: int64
  - name: product_images_3_sizes_full_h
    dtype: int64
  - name: product_images_3_sizes_full_w
    dtype: int64
  - name: product_images_3_uploaded_t
    dtype: string
  - name: product_images_3_uploader
    dtype: string
  - name: product_images_4_sizes_100_h
    dtype: int64
  - name: product_images_4_sizes_100_w
    dtype: int64
  - name: product_images_4_sizes_400_h
    dtype: int64
  - name: product_images_4_sizes_400_w
    dtype: int64
  - name: product_images_4_sizes_full_h
    dtype: int64
  - name: product_images_4_sizes_full_w
    dtype: int64
  - name: product_images_4_uploaded_t
    dtype: string
  - name: product_images_4_uploader
    dtype: string
  - name: product_images_5_sizes_100_h
    dtype: int64
  - name: product_images_5_sizes_100_w
    dtype: int64
  - name: product_images_5_sizes_400_h
    dtype: int64
  - name: product_images_5_sizes_400_w
    dtype: int64
  - name: product_images_5_sizes_full_h
    dtype: int64
  - name: product_images_5_sizes_full_w
    dtype: int64
  - name: product_images_5_uploaded_t
    dtype: string
  - name: product_images_5_uploader
    dtype: string
  - name: product_images_6_sizes_100_h
    dtype: int64
  - name: product_images_6_sizes_100_w
    dtype: int64
  - name: product_images_6_sizes_400_h
    dtype: int64
  - name: product_images_6_sizes_400_w
    dtype: int64
  - name: product_images_6_sizes_full_h
    dtype: int64
  - name: product_images_6_sizes_full_w
    dtype: int64
  - name: product_images_6_uploaded_t
    dtype: string
  - name: product_images_6_uploader
    dtype: string
  - name: product_images_7_sizes_100_h
    dtype: int64
  - name: product_images_7_sizes_100_w
    dtype: int64
  - name: product_images_7_sizes_400_h
    dtype: int64
  - name: product_images_7_sizes_400_w
    dtype: int64
  - name: product_images_7_sizes_full_h
    dtype: int64
  - name: product_images_7_sizes_full_w
    dtype: int64
  - name: product_images_7_uploaded_t
    dtype: string
  - name: product_images_7_uploader
    dtype: string
  - name: product_images_8_sizes_100_h
    dtype: int64
  - name: product_images_8_sizes_100_w
    dtype: int64
  - name: product_images_8_sizes_400_h
    dtype: int64
  - name: product_images_8_sizes_400_w
    dtype: int64
  - name: product_images_8_sizes_full_h
    dtype: int64
  - name: product_images_8_sizes_full_w
    dtype: int64
  - name: product_images_8_uploaded_t
    dtype: string
  - name: product_images_8_uploader
    dtype: string
  - name: product_images_9_sizes_100_h
    dtype: int64
  - name: product_images_9_sizes_100_w
    dtype: int64
  - name: product_images_9_sizes_400_h
    dtype: int64
  - name: product_images_9_sizes_400_w
    dtype: int64
  - name: product_images_9_sizes_full_h
    dtype: int64
  - name: product_images_9_sizes_full_w
    dtype: int64
  - name: product_images_9_uploaded_t
    dtype: string
  - name: product_images_9_uploader
    dtype: string
  - name: product_images_front_fr_angle
    dtype: 'null'
  - name: product_images_front_fr_geometry
    dtype: string
  - name: product_images_front_fr_imgid
    dtype: string
  - name: product_images_front_fr_normalize
    dtype: string
  - name: product_images_front_fr_rev
    dtype: string
  - name: product_images_front_fr_sizes_100_h
    dtype: int64
  - name: product_images_front_fr_sizes_100_w
    dtype: int64
  - name: product_images_front_fr_sizes_200_h
    dtype: int64
  - name: product_images_front_fr_sizes_200_w
    dtype: int64
  - name: product_images_front_fr_sizes_400_h
    dtype: int64
  - name: product_images_front_fr_sizes_400_w
    dtype: int64
  - name: product_images_front_fr_sizes_full_h
    dtype: int64
  - name: product_images_front_fr_sizes_full_w
    dtype: int64
  - name: product_images_front_fr_white_magic
    dtype: string
  - name: product_images_front_fr_x1
    dtype: 'null'
  - name: product_images_front_fr_x2
    dtype: 'null'
  - name: product_images_front_fr_y1
    dtype: 'null'
  - name: product_images_front_fr_y2
    dtype: 'null'
  - name: product_images_ingredients_fr_angle
    dtype: 'null'
  - name: product_images_ingredients_fr_geometry
    dtype: string
  - name: product_images_ingredients_fr_imgid
    dtype: string
  - name: product_images_ingredients_fr_normalize
    dtype: string
  - name: product_images_ingredients_fr_ocr
    dtype: int64
  - name: product_images_ingredients_fr_orientation
    dtype: string
  - name: product_images_ingredients_fr_rev
    dtype: string
  - name: product_images_ingredients_fr_sizes_100_h
    dtype: int64
  - name: product_images_ingredients_fr_sizes_100_w
    dtype: int64
  - name: product_images_ingredients_fr_sizes_200_h
    dtype: int64
  - name: product_images_ingredients_fr_sizes_200_w
    dtype: int64
  - name: product_images_ingredients_fr_sizes_400_h
    dtype: int64
  - name: product_images_ingredients_fr_sizes_400_w
    dtype: int64
  - name: product_images_ingredients_fr_sizes_full_h
    dtype: int64
  - name: product_images_ingredients_fr_sizes_full_w
    dtype: int64
  - name: product_images_ingredients_fr_white_magic
    dtype: string
  - name: product_images_ingredients_fr_x1
    dtype: 'null'
  - name: product_images_ingredients_fr_x2
    dtype: 'null'
  - name: product_images_ingredients_fr_y1
    dtype: 'null'
  - name: product_images_ingredients_fr_y2
    dtype: 'null'
  - name: product_images_nutrition_fr_angle
    dtype: 'null'
  - name: product_images_nutrition_fr_geometry
    dtype: string
  - name: product_images_nutrition_fr_imgid
    dtype: string
  - name: product_images_nutrition_fr_normalize
    dtype: string
  - name: product_images_nutrition_fr_ocr
    dtype: int64
  - name: product_images_nutrition_fr_orientation
    dtype: string
  - name: product_images_nutrition_fr_rev
    dtype: string
  - name: product_images_nutrition_fr_sizes_100_h
    dtype: int64
  - name: product_images_nutrition_fr_sizes_100_w
    dtype: int64
  - name: product_images_nutrition_fr_sizes_200_h
    dtype: int64
  - name: product_images_nutrition_fr_sizes_200_w
    dtype: int64
  - name: product_images_nutrition_fr_sizes_400_h
    dtype: int64
  - name: product_images_nutrition_fr_sizes_400_w
    dtype: int64
  - name: product_images_nutrition_fr_sizes_full_h
    dtype: int64
  - name: product_images_nutrition_fr_sizes_full_w
    dtype: int64
  - name: product_images_nutrition_fr_white_magic
    dtype: string
  - name: product_images_nutrition_fr_x1
    dtype: 'null'
  - name: product_images_nutrition_fr_x2
    dtype: 'null'
  - name: product_images_nutrition_fr_y1
    dtype: 'null'
  - name: product_images_nutrition_fr_y2
    dtype: 'null'
  - name: product_informers_tags
    sequence: string
  - name: product_ingredients
    list:
    - name: ciqual_food_code
      dtype: string
    - name: ciqual_proxy_food_code
      dtype: string
    - name: from_palm_oil
      dtype: string
    - name: id
      dtype: string
    - name: ingredients
      list:
      - name: ciqual_food_code
        dtype: string
      - name: ciqual_proxy_food_code
        dtype: string
      - name: id
        dtype: string
      - name: ingredients
        list:
        - name: id
          dtype: string
        - name: percent_estimate
          dtype: float64
        - name: percent_max
          dtype: float64
        - name: percent_min
          dtype: int64
        - name: text
          dtype: string
      - name: percent
        dtype: float64
      - name: percent_estimate
        dtype: float64
      - name: percent_max
        dtype: float64
      - name: percent_min
        dtype: float64
      - name: text
        dtype: string
      - name: vegan
        dtype: string
      - name: vegetarian
        dtype: string
    - name: percent
      dtype: int64
    - name: percent_estimate
      dtype: float64
    - name: percent_max
      dtype: float64
    - name: percent_min
      dtype: float64
    - name: text
      dtype: string
    - name: vegan
      dtype: string
    - name: vegetarian
      dtype: string
  - name: product_ingredients_analysis_en:non-vegan
    sequence: string
  - name: product_ingredients_analysis_en:palm-oil-content-unknown
    sequence: string
  - name: product_ingredients_analysis_en:vegan-status-unknown
    sequence: string
  - name: product_ingredients_analysis_en:vegetarian-status-unknown
    sequence: string
  - name: product_ingredients_analysis_tags
    sequence: string
  - name: product_ingredients_debug
    sequence: string
  - name: product_ingredients_from_or_that_may_be_from_palm_oil_n
    dtype: int64
  - name: product_ingredients_from_palm_oil_n
    dtype: int64
  - name: product_ingredients_from_palm_oil_tags
    sequence: 'null'
  - name: product_ingredients_hierarchy
    sequence: string
  - name: product_ingredients_ids_debug
    sequence: string
  - name: product_ingredients_n
    dtype: int64
  - name: product_ingredients_n_tags
    sequence: string
  - name: product_ingredients_original_tags
    sequence: string
  - name: product_ingredients_percent_analysis
    dtype: int64
  - name: product_ingredients_tags
    sequence: string
  - name: product_ingredients_text
    dtype: string
  - name: product_ingredients_text_debug
    dtype: string
  - name: product_ingredients_text_debug_tags
    sequence: 'null'
  - name: product_ingredients_text_fr
    dtype: string
  - name: product_ingredients_text_fr_debug_tags
    sequence: 'null'
  - name: product_ingredients_text_with_allergens
    dtype: string
  - name: product_ingredients_text_with_allergens_fr
    dtype: string
  - name: product_ingredients_that_may_be_from_palm_oil_n
    dtype: int64
  - name: product_ingredients_that_may_be_from_palm_oil_tags
    sequence: string
  - name: product_ingredients_with_specified_percent_n
    dtype: int64
  - name: product_ingredients_with_specified_percent_sum
    dtype: float64
  - name: product_ingredients_with_unspecified_percent_n
    dtype: int64
  - name: product_ingredients_with_unspecified_percent_sum
    dtype: float64
  - name: product_ingredients_without_ciqual_codes
    sequence: string
  - name: product_ingredients_without_ciqual_codes_n
    dtype: int64
  - name: product_interface_version_created
    dtype: string
  - name: product_interface_version_modified
    dtype: string
  - name: product_known_ingredients_n
    dtype: int64
  - name: product_labels
    dtype: string
  - name: product_labels_hierarchy
    sequence: 'null'
  - name: product_labels_lc
    dtype: string
  - name: product_labels_old
    dtype: string
  - name: product_labels_tags
    sequence: 'null'
  - name: product_lang
    dtype: string
  - name: product_lang_debug_tags
    sequence: 'null'
  - name: product_languages_en:french
    dtype: int64
  - name: product_languages_codes_fr
    dtype: int64
  - name: product_languages_hierarchy
    sequence: string
  - name: product_languages_tags
    sequence: string
  - name: product_last_edit_dates_tags
    sequence: string
  - name: product_last_editor
    dtype: string
  - name: product_last_image_dates_tags
    sequence: string
  - name: product_last_image_t
    dtype: int64
  - name: product_last_modified_by
    dtype: string
  - name: product_last_modified_t
    dtype: int64
  - name: product_last_updated_t
    dtype: int64
  - name: product_lc
    dtype: string
  - name: product_link
    dtype: string
  - name: product_link_debug_tags
    sequence: 'null'
  - name: product_main_countries_tags
    sequence: 'null'
  - name: product_manufacturing_places
    dtype: string
  - name: product_manufacturing_places_debug_tags
    sequence: 'null'
  - name: product_manufacturing_places_tags
    sequence: 'null'
  - name: product_max_imgid
    dtype: string
  - name: product_minerals_prev_tags
    sequence: 'null'
  - name: product_minerals_tags
    sequence: 'null'
  - name: product_misc_tags
    sequence: string
  - name: product_no_nutrition_data
    dtype: string
  - name: product_nova_group
    dtype: int64
  - name: product_nova_group_debug
    dtype: string
  - name: product_nova_groups
    dtype: string
  - name: product_nova_groups_markers_3
    sequence:
      sequence: string
  - name: product_nova_groups_markers_4
    sequence:
      sequence: string
  - name: product_nova_groups_tags
    sequence: string
  - name: product_nucleotides_prev_tags
    sequence: 'null'
  - name: product_nucleotides_tags
    sequence: 'null'
  - name: product_nutrient_levels_fat
    dtype: string
  - name: product_nutrient_levels_salt
    dtype: string
  - name: product_nutrient_levels_saturated-fat
    dtype: string
  - name: product_nutrient_levels_sugars
    dtype: string
  - name: product_nutrient_levels_tags
    sequence: string
  - name: product_nutriments_carbohydrates
    dtype: int64
  - name: product_nutriments_carbohydrates_100g
    dtype: int64
  - name: product_nutriments_carbohydrates_serving
    dtype: int64
  - name: product_nutriments_carbohydrates_unit
    dtype: string
  - name: product_nutriments_carbohydrates_value
    dtype: int64
  - name: product_nutriments_carbon-footprint-from-known-ingredients_100g
    dtype: float64
  - name: product_nutriments_carbon-footprint-from-known-ingredients_product
    dtype: int64
  - name: product_nutriments_carbon-footprint-from-known-ingredients_serving
    dtype: int64
  - name: product_nutriments_energy
    dtype: int64
  - name: product_nutriments_energy-kcal
    dtype: int64
  - name: product_nutriments_energy-kcal_100g
    dtype: int64
  - name: product_nutriments_energy-kcal_serving
    dtype: int64
  - name: product_nutriments_energy-kcal_unit
    dtype: string
  - name: product_nutriments_energy-kcal_value
    dtype: int64
  - name: product_nutriments_energy-kcal_value_computed
    dtype: float64
  - name: product_nutriments_energy_100g
    dtype: int64
  - name: product_nutriments_energy_serving
    dtype: int64
  - name: product_nutriments_energy_unit
    dtype: string
  - name: product_nutriments_energy_value
    dtype: int64
  - name: product_nutriments_fat
    dtype: float64
  - name: product_nutriments_fat_100g
    dtype: float64
  - name: product_nutriments_fat_serving
    dtype: float64
  - name: product_nutriments_fat_unit
    dtype: string
  - name: product_nutriments_fat_value
    dtype: float64
  - name: product_nutriments_fiber
    dtype: int64
  - name: product_nutriments_fiber_100g
    dtype: int64
  - name: product_nutriments_fiber_serving
    dtype: int64
  - name: product_nutriments_fiber_unit
    dtype: string
  - name: product_nutriments_fiber_value
    dtype: int64
  - name: product_nutriments_fruits-vegetables-legumes-estimate-from-ingredients_100g
    dtype: int64
  - name: product_nutriments_fruits-vegetables-legumes-estimate-from-ingredients_serving
    dtype: int64
  - name: product_nutriments_fruits-vegetables-nuts-estimate-from-ingredients_100g
    dtype: int64
  - name: product_nutriments_fruits-vegetables-nuts-estimate-from-ingredients_serving
    dtype: int64
  - name: product_nutriments_nova-group
    dtype: int64
  - name: product_nutriments_nova-group_100g
    dtype: int64
  - name: product_nutriments_nova-group_serving
    dtype: int64
  - name: product_nutriments_nutrition-score-fr
    dtype: int64
  - name: product_nutriments_nutrition-score-fr_100g
    dtype: int64
  - name: product_nutriments_proteins
    dtype: int64
  - name: product_nutriments_proteins_100g
    dtype: int64
  - name: product_nutriments_proteins_serving
    dtype: int64
  - name: product_nutriments_proteins_unit
    dtype: string
  - name: product_nutriments_proteins_value
    dtype: int64
  - name: product_nutriments_salt
    dtype: float64
  - name: product_nutriments_salt_100g
    dtype: float64
  - name: product_nutriments_salt_serving
    dtype: float64
  - name: product_nutriments_salt_unit
    dtype: string
  - name: product_nutriments_salt_value
    dtype: float64
  - name: product_nutriments_saturated-fat
    dtype: float64
  - name: product_nutriments_saturated-fat_100g
    dtype: float64
  - name: product_nutriments_saturated-fat_serving
    dtype: float64
  - name: product_nutriments_saturated-fat_unit
    dtype: string
  - name: product_nutriments_saturated-fat_value
    dtype: float64
  - name: product_nutriments_sodium
    dtype: float64
  - name: product_nutriments_sodium_100g
    dtype: float64
  - name: product_nutriments_sodium_serving
    dtype: float64
  - name: product_nutriments_sodium_unit
    dtype: string
  - name: product_nutriments_sodium_value
    dtype: float64
  - name: product_nutriments_sugars
    dtype: int64
  - name: product_nutriments_sugars_100g
    dtype: int64
  - name: product_nutriments_sugars_serving
    dtype: int64
  - name: product_nutriments_sugars_unit
    dtype: string
  - name: product_nutriments_sugars_value
    dtype: int64
  - name: product_nutriscore_2021_category_available
    dtype: int64
  - name: product_nutriscore_2021_data_energy
    dtype: int64
  - name: product_nutriscore_2021_data_energy_points
    dtype: int64
  - name: product_nutriscore_2021_data_energy_value
    dtype: int64
  - name: product_nutriscore_2021_data_fiber
    dtype: int64
  - name: product_nutriscore_2021_data_fiber_points
    dtype: int64
  - name: product_nutriscore_2021_data_fiber_value
    dtype: int64
  - name: product_nutriscore_2021_data_fruits_vegetables_nuts_colza_walnut_olive_oils
    dtype: int64
  - name: product_nutriscore_2021_data_fruits_vegetables_nuts_colza_walnut_olive_oils_points
    dtype: int64
  - name: product_nutriscore_2021_data_fruits_vegetables_nuts_colza_walnut_olive_oils_value
    dtype: int64
  - name: product_nutriscore_2021_data_is_beverage
    dtype: int64
  - name: product_nutriscore_2021_data_is_cheese
    dtype: int64
  - name: product_nutriscore_2021_data_is_fat
    dtype: int64
  - name: product_nutriscore_2021_data_is_water
    dtype: int64
  - name: product_nutriscore_2021_data_negative_points
    dtype: int64
  - name: product_nutriscore_2021_data_positive_points
    dtype: int64
  - name: product_nutriscore_2021_data_proteins
    dtype: int64
  - name: product_nutriscore_2021_data_proteins_points
    dtype: int64
  - name: product_nutriscore_2021_data_proteins_value
    dtype: int64
  - name: product_nutriscore_2021_data_saturated_fat
    dtype: float64
  - name: product_nutriscore_2021_data_saturated_fat_points
    dtype: int64
  - name: product_nutriscore_2021_data_saturated_fat_value
    dtype: float64
  - name: product_nutriscore_2021_data_sodium
    dtype: int64
  - name: product_nutriscore_2021_data_sodium_points
    dtype: int64
  - name: product_nutriscore_2021_data_sodium_value
    dtype: int64
  - name: product_nutriscore_2021_data_sugars
    dtype: int64
  - name: product_nutriscore_2021_data_sugars_points
    dtype: int64
  - name: product_nutriscore_2021_data_sugars_value
    dtype: int64
  - name: product_nutriscore_2021_grade
    dtype: string
  - name: product_nutriscore_2021_nutrients_available
    dtype: int64
  - name: product_nutriscore_2021_nutriscore_applicable
    dtype: int64
  - name: product_nutriscore_2021_nutriscore_computed
    dtype: int64
  - name: product_nutriscore_2021_score
    dtype: int64
  - name: product_nutriscore_2023_category_available
    dtype: int64
  - name: product_nutriscore_2023_data_components_negative
    list:
    - name: id
      dtype: string
    - name: points
      dtype: int64
    - name: points_max
      dtype: int64
    - name: unit
      dtype: string
    - name: value
      dtype: float64
  - name: product_nutriscore_2023_data_components_positive
    list:
    - name: id
      dtype: string
    - name: points
      dtype: int64
    - name: points_max
      dtype: int64
    - name: unit
      dtype: string
    - name: value
      dtype: int64
  - name: product_nutriscore_2023_data_count_proteins
    dtype: int64
  - name: product_nutriscore_2023_data_count_proteins_reason
    dtype: string
  - name: product_nutriscore_2023_data_is_beverage
    dtype: int64
  - name: product_nutriscore_2023_data_is_cheese
    dtype: int64
  - name: product_nutriscore_2023_data_is_fat_oil_nuts_seeds
    dtype: int64
  - name: product_nutriscore_2023_data_is_red_meat_product
    dtype: int64
  - name: product_nutriscore_2023_data_is_water
    dtype: int64
  - name: product_nutriscore_2023_data_negative_points
    dtype: int64
  - name: product_nutriscore_2023_data_negative_points_max
    dtype: int64
  - name: product_nutriscore_2023_data_positive_nutrients
    sequence: string
  - name: product_nutriscore_2023_data_positive_points
    dtype: int64
  - name: product_nutriscore_2023_data_positive_points_max
    dtype: int64
  - name: product_nutriscore_2023_grade
    dtype: string
  - name: product_nutriscore_2023_nutrients_available
    dtype: int64
  - name: product_nutriscore_2023_nutriscore_applicable
    dtype: int64
  - name: product_nutriscore_2023_nutriscore_computed
    dtype: int64
  - name: product_nutriscore_2023_score
    dtype: int64
  - name: product_nutriscore_2021_tags
    sequence: string
  - name: product_nutriscore_2023_tags
    sequence: string
  - name: product_nutriscore_data_energy
    dtype: int64
  - name: product_nutriscore_data_energy_points
    dtype: int64
  - name: product_nutriscore_data_energy_value
    dtype: int64
  - name: product_nutriscore_data_fiber
    dtype: int64
  - name: product_nutriscore_data_fiber_points
    dtype: int64
  - name: product_nutriscore_data_fiber_value
    dtype: int64
  - name: product_nutriscore_data_fruits_vegetables_nuts_colza_walnut_olive_oils
    dtype: int64
  - name: product_nutriscore_data_fruits_vegetables_nuts_colza_walnut_olive_oils_points
    dtype: int64
  - name: product_nutriscore_data_fruits_vegetables_nuts_colza_walnut_olive_oils_value
    dtype: int64
  - name: product_nutriscore_data_grade
    dtype: string
  - name: product_nutriscore_data_is_beverage
    dtype: int64
  - name: product_nutriscore_data_is_cheese
    dtype: int64
  - name: product_nutriscore_data_is_fat
    dtype: int64
  - name: product_nutriscore_data_is_water
    dtype: int64
  - name: product_nutriscore_data_negative_points
    dtype: int64
  - name: product_nutriscore_data_positive_points
    dtype: int64
  - name: product_nutriscore_data_proteins
    dtype: int64
  - name: product_nutriscore_data_proteins_points
    dtype: int64
  - name: product_nutriscore_data_proteins_value
    dtype: int64
  - name: product_nutriscore_data_saturated_fat
    dtype: float64
  - name: product_nutriscore_data_saturated_fat_points
    dtype: int64
  - name: product_nutriscore_data_saturated_fat_value
    dtype: float64
  - name: product_nutriscore_data_score
    dtype: int64
  - name: product_nutriscore_data_sodium
    dtype: int64
  - name: product_nutriscore_data_sodium_points
    dtype: int64
  - name: product_nutriscore_data_sodium_value
    dtype: int64
  - name: product_nutriscore_data_sugars
    dtype: int64
  - name: product_nutriscore_data_sugars_points
    dtype: int64
  - name: product_nutriscore_data_sugars_value
    dtype: int64
  - name: product_nutriscore_grade
    dtype: string
  - name: product_nutriscore_score
    dtype: int64
  - name: product_nutriscore_score_opposite
    dtype: int64
  - name: product_nutriscore_tags
    sequence: string
  - name: product_nutriscore_version
    dtype: string
  - name: product_nutrition_data
    dtype: string
  - name: product_nutrition_data_per
    dtype: string
  - name: product_nutrition_data_prepared_per
    dtype: string
  - name: product_nutrition_grade_fr
    dtype: string
  - name: product_nutrition_grades
    dtype: string
  - name: product_nutrition_grades_tags
    sequence: string
  - name: product_nutrition_score_beverage
    dtype: int64
  - name: product_nutrition_score_debug
    dtype: string
  - name: product_nutrition_score_warning_fruits_vegetables_legumes_estimate_from_ingredients
    dtype: int64
  - name: product_nutrition_score_warning_fruits_vegetables_legumes_estimate_from_ingredients_value
    dtype: int64
  - name: product_nutrition_score_warning_fruits_vegetables_nuts_estimate_from_ingredients
    dtype: int64
  - name: product_nutrition_score_warning_fruits_vegetables_nuts_estimate_from_ingredients_value
    dtype: int64
  - name: product_origins
    dtype: string
  - name: product_origins_hierarchy
    sequence: 'null'
  - name: product_origins_lc
    dtype: string
  - name: product_origins_old
    dtype: string
  - name: product_origins_tags
    sequence: 'null'
  - name: product_other_nutritional_substances_tags
    sequence: 'null'
  - name: product_packaging
    dtype: string
  - name: product_packaging_hierarchy
    sequence: string
  - name: product_packaging_lc
    dtype: string
  - name: product_packaging_materials_tags
    sequence: string
  - name: product_packaging_old
    dtype: string
  - name: product_packaging_old_before_taxonomization
    dtype: string
  - name: product_packaging_recycling_tags
    sequence: 'null'
  - name: product_packaging_shapes_tags
    sequence: string
  - name: product_packaging_tags
    sequence: string
  - name: product_packagings
    list:
    - name: material
      dtype: string
    - name: shape
      dtype: string
  - name: product_packagings_n
    dtype: int64
  - name: product_photographers_tags
    sequence: string
  - name: product_pnns_groups_1
    dtype: string
  - name: product_pnns_groups_1_tags
    sequence: string
  - name: product_pnns_groups_2
    dtype: string
  - name: product_pnns_groups_2_tags
    sequence: string
  - name: product_popularity_key
    dtype: int64
  - name: product_popularity_tags
    sequence: string
  - name: product_product_name
    dtype: string
  - name: product_product_name_fr
    dtype: string
  - name: product_product_quantity
    dtype: string
  - name: product_purchase_places
    dtype: string
  - name: product_purchase_places_debug_tags
    sequence: 'null'
  - name: product_purchase_places_tags
    sequence: 'null'
  - name: product_quantity
    dtype: string
  - name: product_quantity_debug_tags
    sequence: 'null'
  - name: product_removed_countries_tags
    sequence: 'null'
  - name: product_rev
    dtype: int64
  - name: product_scans_n
    dtype: int64
  - name: product_selected_images_front_display_fr
    dtype: string
  - name: product_selected_images_front_small_fr
    dtype: string
  - name: product_selected_images_front_thumb_fr
    dtype: string
  - name: product_selected_images_ingredients_display_fr
    dtype: string
  - name: product_selected_images_ingredients_small_fr
    dtype: string
  - name: product_selected_images_ingredients_thumb_fr
    dtype: string
  - name: product_selected_images_nutrition_display_fr
    dtype: string
  - name: product_selected_images_nutrition_small_fr
    dtype: string
  - name: product_selected_images_nutrition_thumb_fr
    dtype: string
  - name: product_serving_quantity
    dtype: string
  - name: product_serving_size
    dtype: string
  - name: product_serving_size_debug_tags
    sequence: 'null'
  - name: product_sortkey
    dtype: int64
  - name: product_states
    dtype: string
  - name: product_states_hierarchy
    sequence: string
  - name: product_states_tags
    sequence: string
  - name: product_stores
    dtype: string
  - name: product_stores_debug_tags
    sequence: 'null'
  - name: product_stores_tags
    sequence: string
  - name: product_teams
    dtype: string
  - name: product_teams_tags
    sequence: string
  - name: product_traces
    dtype: string
  - name: product_traces_debug_tags
    sequence: 'null'
  - name: product_traces_from_ingredients
    dtype: string
  - name: product_traces_from_user
    dtype: string
  - name: product_traces_hierarchy
    sequence: 'null'
  - name: product_traces_tags
    sequence: 'null'
  - name: product_unique_scans_n
    dtype: int64
  - name: product_unknown_ingredients_n
    dtype: int64
  - name: product_unknown_nutrients_tags
    sequence: 'null'
  - name: product_update_key
    dtype: string
  - name: product_vitamins_prev_tags
    sequence: 'null'
  - name: product_vitamins_tags
    sequence: 'null'
  - name: product_weighers_tags
    sequence: 'null'
  - name: status
    dtype: int64
  - name: status_verbose
    dtype: string
  splits:
  - name: train
    num_bytes: 50324.0
    num_examples: 1
  download_size: 653338
  dataset_size: 50324.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---
