| --- |
| pretty_name: Miam Paris Original Data |
| language: |
| - fr |
| - en |
| tags: |
| - paris |
| - restaurants |
| - establishments |
| - geospatial |
| --- |
| |
| # Miam_Paris_Original_Data |
| |
| Full collection of Paris food & drink establishments (restaurants, cafés, bars, bakeries, tea shops...), organized by operating status and data-access category. Mirrors the Miam team's cleaned local `Original Data` folder (state of 2026-07-10). |
| |
| ## Structure |
| |
| ``` |
| open/ |
| Public Access/ # publicly accessible venues (anyone can eat there) |
| Restricted Access/ # hotel-guest-only, corporate/staff, members-only, etc. |
| Uncertain Restriction/ # unclear public-access status |
| temporarily_closed/ # temporarily closed establishments |
| uncertain/ # uncertain operating status |
| ``` |
| |
| Each establishment folder contains: |
| |
| ``` |
| <Establishment_Name>/ |
| exploration_data.json # name, address + coordinates, contact, hours, menu, ratings, |
| # restricted_access classification, verified_status... |
| photos/ # facade, interior, food, menu photos (jpg/png/webp) |
| menus/ documents/ # menu PDFs / documents when available |
| ``` |
| |
| ## Statistics (2026-07-10) |
| |
| | Category | Venues | |
| |---|---:| |
| | open / Public Access | 8,769 | |
| | open / Restricted Access | 280 | |
| | open / Uncertain Restriction | 6 | |
| | temporarily_closed | 50 | |
| | uncertain | 59 | |
| | **Total** | **9,164** | |
|
|
| ## Data fields of note |
|
|
| - `address.coordinates` — latitude/longitude, geocoded/validated against the IGN/BAN geocoder (~100% coverage outside `closed`; a handful of genuinely-suburban venues sit outside the Paris bounding box by design). |
| - `restricted_access` — `{status: no|yes|uncertain, confidence, reason_code (R1–R7), reason}`, classifying whether the general public can eat there. `no` → Public Access, `yes` → Restricted Access, `uncertain` → Uncertain Restriction. |
| - `ratings` — weighted/estimated rating computed from multi-source reviews (where available). |
| - `verified_status` — operating-status verification (open / closed / temporarily_closed / uncertain) with confidence. |
| |
| ## Cleaning notes |
| |
| - **Deduplicated** on normalized `establishment_name` + `address.full_address`, then further by **canonical geocoded coordinate** (IGN/BAN): venues resolving to the same physical point with the same name (including word-order variants and asset-only crawl duplicates) were collapsed to one. Same-name establishments at genuinely different addresses (chain branches) are kept as separate folders. Distinct venues sharing one building (e.g. a hotel's restaurant + bar, a mall's outlets) are deliberately kept separate. |
| - Venues classified into the three `open/` access sub-categories by an LLM public-accessibility triage over the `restricted_access` fields. |
| - Private dataset for the Miam team. |
|
|
