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metadata
license: cc-by-4.0
task_categories:
  - tabular-classification
  - tabular-regression
tags:
  - france
  - consumer
  - food-safety
  - health
  - prices
  - retail
  - tiger-data
  - premium
  - real-data
size_categories:
  - 1K<n<10K
extra_gated_prompt: This is a premium dataset by Tiger Data Factory. Request access to download.

🇫🇷 France Consumer Intelligence

Intelligence consommateur France: rappels produits + OpenFoodFacts + pharmacies + prix

8,121 rows | 44 columns | Updated daily | €249/daily

Why This Dataset?

Croisement rappels + OpenFoodFacts + qualité air = intelligence consumer unique

Target buyers: FMCG, Retail, Public health, Consumer protection

Quick Preview

Download sample.csv (first 100 rows, free) to evaluate before purchasing.

Schema

Column Type Nulls Uniques
code_ean String 38.4% 4,120
nom_produit String 38.4% 3,842
nom_generique String 38.4% 1,636
marque String 38.4% 1,813
categorie_recherche String 38.4% 11
categories String 38.4% 3,230
pays_vente String 38.4% 1,183
magasins String 38.4% 1,241
quantite String 38.4% 1,010
conditionnement String 38.4% 2,039
ingredients String 38.4% 3,815
allergenes String 38.4% 257
traces String 38.4% 413
labels String 38.4% 2,678
origine String 38.4% 548
nutriscore String 44.6% 6
ecoscore String 55.6% 6
nova_group Float64 43.0% 5
energie_kcal Float64 41.2% 740
proteines_g Float64 40.9% 407
... ... ... (44 total)

Data Quality

Metric Value
Total rows 8,121
Completeness 43.1%
Deduplication Applied
Source tracking Per-row attribution
Format Apache Parquet (snappy)

Files

File Description
data.parquet Full dataset (purchase required)
sample.csv First 100 rows (free preview)
DATASHEET.json Full schema + statistics
PRODUCT_INFO.json Pricing & metadata
LICENSE.md Usage terms

Sources

  • fr_rappels_produits
  • fr_openfoodfacts_real
  • fr_prix_consommation
  • fr_rappels_produits_daily
  • fr_sncf_frequentation_real
  • fr_sncf_punctuality_tgv

All data from official sources: government APIs, central banks, verified providers. No synthetic data. No simulations. 100% real.

Pricing

Plan Price
Monthly €249
Annual (20% off) €2390

Contact


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