Domain
Distress & Urban Decay
Tax-adjudicated parcels, blight scoring, and pre-adjudication monitoring across Caddo, Bossier, and DeSoto parishes.
Adjudicated Property Dataset
Every tax-delinquent parcel in the MSA — clean, geocoded, and cross-parish. Joined to parcel fabric, assessor values, zoning, and redemption notification tier.
Adjudicated Property Intelligence
The full adjudicated dataset enriched with five risk layers: flood zone, subsidence velocity, permit history, code violations, and composite distress score with LISA context.
Permit Momentum Index
Census block group permit activity index comparing 2020–2025 against the 2015–2019 baseline. Surfaces accelerating, stable, and decelerating neighborhoods with a 0–100 composite score. CRA-reportable geography.
Assessment Value Spatial Pattern Dataset
Parcel-level LISA spatial cluster classification on assessor fair market values — HH, LL, HL, LH quadrants with z-scores and p-values for 230K+ tri-parish parcels.
Blight Expansion Vector Analysis
Directional field from the Low-Low assessor value cluster mass to each pre-adjudication parcel — bearing, distance, urgency score, and escalation velocity identify active expansion corridors.
Parcel Intelligence Dataset
Composite condition and risk score for every parcel in the tri-parish area — not just adjudicated properties. Physical risk, permit history, environmental burden, and spatial cluster context assembled at the parcel level across 238K+ properties.
Blight Pipeline Model
Adjudication probability score for every non-adjudicated parcel in the MSA — trained on 10,213 known adjudicated outcomes and scored against permit silence, violation escalation patterns, and spatial cluster membership.
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