Scope by Vehicle Category
Leboncoin stores passenger cars (Voitures) and light commercial utility vehicles (Utilitaires). Category filtering is maintained explicitly.
France / Structured Dataset Collection
French marketplace data.
750,000+ vehicle dataset.
Explore the existing Leboncoin automotive database collection covering 750,000+ French vehicle classifieds across all 96 metropolitan departments, with EUR asking prices, Crit'Air tags, and pro dealer networks.
ACCESS MODELBulk Dataset Export
MARKETFrance
RECORD VOLUME750,000+ French Listings
ORIGINAL CURRENCYEUR
Complete database schema
Verified column definitions & types.
Every export cut contains standardized field names, explicit SQL types, and consistent formatting. Missing values in optional columns remain explicit NULLs.
| Column Name | Data Type | Description | Sample Value |
|---|---|---|---|
listing_id | VARCHAR(32) | Leboncoin listing ID | lbc_2481920491 |
category | VARCHAR(32) | Vehicle category (Voitures, Utilitaires) | Voitures |
make | VARCHAR(64) | Manufacturer brand | Renault |
model | VARCHAR(64) | Model line | Clio |
year | SMALLINT | Model year of production | 2021 |
price_eur | NUMERIC(10,2) | Advertised asking price in EUR | 14200.00 |
mileage_km | INTEGER | Odometer in kilometres | 39500 |
fuel_type | VARCHAR(32) | Fuel (Essence, Diesel, Hybride, Électrique) | Essence |
gearbox | VARCHAR(32) | Transmission (Manuelle, Automatique) | Manuelle |
body_type | VARCHAR(48) | Berline, Break, SUV, Citadine | Berline |
crit_air | SMALLINT | French Crit'Air environmental air quality vignette (1-5) | 1 |
seller_type | VARCHAR(16) | Pro (Dealer) or Particulier (Private) | Pro |
city | VARCHAR(64) | City location | Lyon |
department | VARCHAR(32) | French Department name or number | Rhône (69) |
zip | VARCHAR(8) | French 5-digit postal code | 69003 |
first_seen_at | TIMESTAMP | First observed timestamp (UTC) | 2026-09-12 15:00:00 |
last_seen_at | TIMESTAMP | Last verified timestamp (UTC) | 2026-10-17 20:30:00 |
status | VARCHAR(16) | Active or removed status | active |
Sample record payload
Representative vehicle record.
Inspect the exact structure of a representative listing from the Leboncoin collection.
Leboncoin Record (JSON)
{
"listing_id": "lbc_2481920491",
"category": "Voitures",
"make": "Renault",
"model": "Clio",
"year": 2021,
"mileage_km": 39500,
"asking_price_eur": 14200,
"fuel_type": "Essence",
"gearbox": "Manuelle",
"body_type": "Berline",
"crit_air": 1,
"seller": {
"type": "Pro",
"city": "Lyon",
"department": "Rh\u00f4ne (69)",
"zip": "69003"
},
"first_observed_at": "2026-09-12T15:00:00Z",
"last_seen_at": "2026-10-17T20:30:00Z",
"status": "active"
}Source methodology & context
Know the data behind your model.
Crit'Air Environmental Vignettes
Includes the official French Crit'Air badge level (1 through 5, or electric), critical for Low Emission Zone (ZFE) access compliance analysis.
Department-Level Granularity
Geocoded across all 96 metropolitan French departments and overseas territories with standardized 5-digit INSEE postal codes.
Available delivery formats
Built for your analytical stack.
Apache Parquet
Columnar storage compressed with Zstandard / Snappy. Optimal for DuckDB, Polars, PySpark, Snowflake, and BigQuery data warehousing.
SQLite 3 Database
Self-contained, serverless relational database with pre-built indexes on listing IDs, VINs, makes, models, and timestamps.
RFC 4180 CSV
UTF-8 formatted flat comma-separated files with standard header rows, compatible with any spreadsheet tool or custom ETL loader.
Frequently asked questions
Leboncoin dataset specifics.
Can I filter by professional dealer listings only?
Yes. Records distinguish between professional automotive dealerships ("Pro") and private individual sellers ("Particulier").
Are commercial vans included?
Yes, light commercial vans and utility vehicles can be included or isolated based on your requirements.
How are asking prices recorded?
Prices are captured in native Euros (EUR) as published on the listing at time of observation.
Before you order
Agree a defined export cut.
Include in your request: desired vehicle make/model scope, geographic filter (states/regions), active or historical scope, preferred file format (Parquet, SQLite, CSV), and delivery method.
We will provide a representative validation sample and exact row count before payment. All deliveries include checksum validation files.