Resources

Explanation of residential tenure and occupancy forms and how these categories shape visibility and interpretation in Johannesburg residential data.

Explanation of zoning and land use controls in Johannesburg and how these frameworks shape residential form and data visibility without procedural guidance.

Explanation of how city-level aggregation obscures submarket distinctions and creates interpretation risk in Johannesburg residential data.

Explanation of how listing visibility can be mistaken for market depth or activity in Johannesburg residential analysis.

Explanation of how certain districts become structurally overrepresented in Johannesburg residential listings and why this distorts interpretation.

Explanation of why informal residential segments are structurally omitted from Johannesburg residential listings and how this absence shapes interpretation.

Explanation of why interpretations drawn from one Johannesburg residential district cannot be transferred to others without distortion.

Explanation of the risk created when uniform policy impact is assumed across Johannesburg residential districts despite structural variation.

Explanation of how selection bias arises in Johannesburg residential listings and why observable data reflects participation choices rather than residential structure.

Explanation of how misalignment between administrative, platform, and perceived boundaries creates interpretation risk in Johannesburg residential listings.