Victoria Downtown Livability Audit
- Objective
- Quantify structural livability gaps in Victoria's downtown residential development pipeline.
- Methodology
- Aggregated and parsed municipal development permit applications. Applied scoring rubrics across density, amenity proximity, and unit typology metrics.
- Output
- Multi-variable scatter plot mapping livability metric distribution across 200+ permit applications. Identifies clusters of structural deficiency in residential submissions.