Purpose of Classification Logic
This page explains the structural logic used to classify residential listings within the dataset associated with Dar es Salaam. The objective is to document how categorization occurs for organizational and navigation purposes, without asserting accuracy, completeness, or analytical meaning.
Source of Classification Labels
Classification labels originate from platform-defined categories and contributor-selected options at the time of listing publication. These labels are applied through standardized fields but rely on self-reported input rather than independent verification or inspection.
Role of Platform Standards
Platforms define available classification options, field constraints, and mandatory versus optional attributes. As a result, the structure and granularity of classification reflect platform design decisions rather than an external or universal residential taxonomy.
Consistency and Variability
Because contributors interpret classification options differently, similar residential assets may be labeled inconsistently across listings. Variability in terminology, completeness, and precision is a structural feature of listing-based datasets.
Limits of Interpretive Use
Listing classifications support sorting and filtering only. They do not establish verified residential characteristics and must not be used as proxies for housing form, quality, legality, or suitability.