Resources

Explains the risks that arise when listing visibility is misread as residential activity, coverage, or significance in Lagos.

Addresses geographic bias risks in Lagos residential datasets by explaining how spatial visibility and labeling distort apparent coverage.

Highlights the risks created by underrepresented informal residential segments in Lagos and explains how data absence should be interpreted.

Sets strict limits on how residential risk can be interpreted in Lagos, preventing evaluative, comparative, or inferential misuse.

Explains risks arising from reliance on listing platforms in Lagos residential data without evaluation, mitigation strategies, or inference.

Defines a non-evaluative risk framing for Lagos residential real estate, clarifying uncertainty and interpretive limits without assessment or mitigation.

Explains the risks of treating listing snapshots in Lagos as continuous or stable representations of residential reality.

Comparaison structurelle entre Almadies et Mermoz – Sacré-Cœur : typologies de biens, usages résidentiels et rôle analytique dans le marché immobilier de Dakar.

Analyse structurelle du quartier des Almadies à Dakar : typologies de biens, fonction résidentielle et positionnement dans l’organisation globale du marché.

Analyse structurelle de Fann – Point E – Amitié à Dakar : maturité résidentielle, stabilité des usages et rôle dans l’équilibre du marché.