Map Overlays:
Spatial Comps Regression Pool (Fort Worth Realized Sales)
Weighted by proximity & similarity
Address Distance Sale Price Sq.Ft $/Sq.Ft Similarity Adjusted Valuation

Open Hedonic Regression Model

Unlike proprietary black-box automated valuation models, this tool decomposes property pricing into tangible hedonic characteristics: marginal price per square foot, lot differential, vintage depreciation curve, and interior finish coefficients calibrated from public Tarrant County appraisal and deed data.

Live Walkability & Transit Integration

Walkability ratings are synthesized using open street network analysis and OpenStreetMap amenity nodes within a 0.5-mile radius (grocery stores, coffee shops, cultural venues, and transit stops), generating a weighted index from 0 to 100.

Feeder School & Hazard Multipliers

School ratings incorporate Texas Education Agency (TEA) accountability benchmarks and GreatSchools-equivalent rankings for Fort Worth ISD and surrounding districts, with automatic flood zone penalties derived from open FEMA 100-year Trinity River watershed maps.

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