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France Real Estate Scraper

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Scrape French real estate listings with DVF price comparison

Pricing

Pay per usage

Rating

0.0

(0)

Developer

Ken Digital

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Bookmarked

Total users

Monthly active users

16 hours ago

Last modified

France Real Estate Scraper 🏠

Scrape French real estate listings from multiple public sources and compare prices with official government transaction data (DVF) to find the best deals.

Features

Multi-source scraping: LeBonCoin, Bien'ici, SeLoger, PAP, Logic-Immo
DVF comparison: Compare listing prices with official Demandes de Valeurs Foncières (government-recorded property transactions)
Opportunity scoring: Automatic scoring based on listing price vs. DVF median (score < 0.8 = potential good deal)
Geographic enrichment: Coordinates and population data from geo.api.gouv.fr
All public data: No login or API keys required

Input

Parameter	Type	Required	Default	Description
`location`	string	✅	-	City name or department number (e.g., "Paris", "75", "Lyon")
`propertyType`	enum	❌	all	`apartment`, `house`, `land`, or `building`
`minPrice`	integer	❌	-	Minimum price in euros
`maxPrice`	integer	❌	-	Maximum price in euros
`minSurface`	integer	❌	-	Minimum surface area in m²
`maxSurface`	integer	❌	-	Maximum surface area in m²
`maxResults`	integer	❌	100	Maximum number of results

Example Input

{
    "location": "Lyon",
    "propertyType": "apartment",
    "maxPrice": 300000,
    "minSurface": 40,
    "maxResults": 50
}

Output

Each listing in the dataset contains:

Field	Description
`title`	Listing title
`price`	Asking price in euros
`pricePerSqm`	Price per square meter
`surface`	Surface area in m²
`rooms`	Number of rooms
`location`	City name
`postalCode`	Postal code
`url`	Link to original listing
`source`	Source website (leboncoin, bienici, seloger, pap, logicimmo)
`description`	Listing description (truncated)
`dvfMedianPrice`	DVF median price per m² for the area
`opportunityScore`	Price ratio vs DVF median (< 0.8 = potential deal)
`latitude` / `longitude`	Geographic coordinates
`scrapedAt`	Timestamp of scraping

Understanding the Opportunity Score

< 0.6: Potentially excellent deal (40%+ below market median)
0.6 - 0.8: Good deal (20-40% below median)
0.8 - 1.0: Fair price (near market median)
1.0 - 1.2: Slightly above market
> 1.2: Above market price

Data Sources

LeBonCoin - France's largest classified ads platform (~28M visits/month)
Bien'ici - Major real estate portal
SeLoger - France's #2 real estate site (~21M visits/month)
PAP (Particulier à Particulier) - Private sellers only, no agencies (~9M visits/month)
Logic-Immo - Part of SeLoger/Aviv group (~6.2M visits/month)
DVF (Demandes de Valeurs Foncières) - Official French government property transaction records from data.gouv.fr
geo.api.gouv.fr - French government geographic API

Notes

All data sources are publicly accessible
DVF data is from 2024 (latest available)
The actor handles API failures gracefully — if one source is down, results from other sources are still returned
Rate limiting and retry logic is built in

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