Resources
Informative articles, detailed reports, and in-depth analyses covering real estate investment opportunities across African markets.
Latest Resources
Visibility Versus Housing Stock
A methodology-focused explanation distinguishing listing visibility from total housing stock in Kampala and clarifying the limits of listing-based interpretation.
Limits of Aggregation in City-Level Analysis
Methodological explanation of why aggregation introduces distortion in city-level residential readings and how interpretation boundaries should be maintained.
Identification of Structural Data Biases
Methodological explanation of known structural biases in Johannesburg residential listing data and how they affect interpretation.
Definition of Residential Data Scope
Methodological definition of what Johannesburg residential listing data includes, excludes, and how scope boundaries affect interpretation.
Interpretation Boundaries for Institutional Users
Methodological definition of interpretation limits when using listing-based residential data for Johannesburg at city, submarket, and district scales.
Listing-Based Observation Method
Methodological explanation of how residential listings are observed, recorded, and interpreted within a listing-based dataset for Johannesburg.
Approach to Submarket Mapping in Johannesburg
Methodological explanation of how residential submarkets are delineated in Johannesburg and why mapping choices affect interpretation.
Handling of Temporal Effects in Listings
Methodological explanation of how time, rotation, and publication cycles affect observation of residential listings in Johannesburg.