Purpose of Data Provenance Explanation
This article documents the provenance of residential listing data referenced in Lagos-related content. Its purpose is to explain where the data originates, how it is formed, and what conditions shape its existence, without extending into analysis or interpretation.
Source of Residential Listings
The residential data used for Lagos is derived from property listings published on selected real estate platforms. These listings are created by contributors such as agents, owners, or intermediaries, and are subject to each platform’s publication standards, categorization systems, and moderation practices.
Platform Mediation and Data Formation
Once submitted, listings are structured according to platform-defined fields, labels, and spatial references. Attributes such as property type, location, and descriptive tags reflect platform schemas and contributor input rather than independent verification or standardization.
Snapshot-Based Extraction
The dataset represents a snapshot of what was visible on platforms at a specific point in time. It does not track changes before or after extraction, nor does it confirm the persistence, accuracy, or current status of individual listings beyond that moment.
Absence of Transactional Verification
Listing data does not include confirmation of transactions, ownership, occupancy, or negotiated outcomes. It captures intent to offer or advertise residential assets, not evidence of completed residential activity.
Interpretive Boundaries
This provenance description establishes limits on use. The data supports contextual reference to visible listings only and does not support inference about residential stock, completeness, or underlying market conditions.