| | --- |
| | 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 |
| |
|
| | - Email: admin@tigerdata.store |
| | - Website: [tigerdata.store](https://tigerdata.store) |
| | - HuggingFace: [Tiger Data Factory](https://huggingface.co/sim136) |
| |
|
| | --- |
| | *Built by Tiger Data Factory — [tigerdata.store](https://tigerdata.store) v2.0 — 161 pipelines, 107 GB production data* |
| |
|
