PropertyScraper

A view into Nigeria’s property listings.
Discovery, listing activity, and the pipeline behind the data.

View source ↗Market reports ↗

The dataset at a glance

Cumulative coverage

Total listings

26,501

Records collected across source portals

Active listings

21,336

Currently marked active in the dataset

Neighbourhoods

348

Across 10 cities

Source portals

Property listing platforms

Recent runs

Latest execution by mode

Weekly / 01Success

Discovery

Finds new listings and updates the dataset.

Dataset records: 26,501
New listings: 744
Updated: 0
Errors: 0

Daily / 02Success

Health check

Revisits listing URLs to check activity and prices.

Checked: 1,000
Active: 992
Removed: 8
Price changes: 5

Source coverage

3 portals · scheduled discovery

Listing counts and share of the dataset by source portal
Source portal	Listings	Share of source records	Extraction
01NigeriaPropertyCentre.ng	10,303	38.9%	HTML / BeautifulSoup
02PropertyPro.ng	8,426	31.8%	HTML / BeautifulSoup
03PrivateProperty.ng	7,772	29.3%	HTML / BeautifulSoup

Counts describe records in the dataset, rather than requests made during the latest run.

Behind the numbers

From listing to history.

PS-0 collects public property listings, standardises their details, and maps neighbourhoods. Subsequent checks track price changes and confirm when listings are removed.

Read the documentation ↗

Collect
Normalise
Geocode
Store

A listing disappearing from a search feed does not confirm removal. Health checks revisit the original URL before changing its status.

This dashboard is a snapshot compiled after runs, not a live stream.