Parcel Intelligence Dataset

Ownership, assessed value, zoning, physical risk, and five-dimension composite scoring for all 238K+ parcels across Caddo, Bossier, and DeSoto — delivered as a flat file for bulk screening, portfolio management, and market-wide analysis.

238K+

Parcels

Tri-Parish

Coverage

Scored Dimensions

Quarterly

Refresh

About this product

A single flat file covering every parcel in Caddo, Bossier, and DeSoto parishes — owner name and mailing address, assessed land and improvement values, zoning classification, lot size, flood zone designation, freeboard depth, ground elevation, and InSAR-measured subsidence velocity — anchored by six scored outputs: composite score, flood risk, distress, opportunity, investment, and environmental risk.

Designed for buyers who need to screen at scale rather than one address at a time. Investors filtering for acquisition targets, lenders reviewing collateral exposure across a loan book, insurers segmenting a policy book by risk profile, and municipal analysts building citywide assessments all require the full parcel universe rather than individual lookups. This dataset delivers that.

Scoring is deterministic — no black box, no training set. Each sub-score is computed from named data sources at fixed weights and is fully reproducible. The composite score integrates all five dimensions. For the complete source methodology behind each scored component, contact us.

Buyers

→ Institutional investors screening tri-parish parcels for acquisition targets at scale
→ Mortgage lenders and servicers reviewing physical risk and distress exposure across a loan book
→ Insurance carriers segmenting a policy book by flood risk, subsidence, and distress score
→ Municipal agencies and CDFIs building neighborhood-level investment and intervention plans
→ Data and analytics teams integrating parcel-level scored attributes into proprietary models

Delivery

·CSV — one row per parcel, all fields, all three parishes
·GeoJSON — centroid-point file for direct mapping and spatial analysis
·Quarterly refresh aligned to assessor and source data update cadence
·Delivered by file transfer; custom parish or field subsets available on request

Dataset Fields

parish / parcel_id

Parish of record and assessor parcel identifier (GEOGNO for Caddo; parcel_id for Bossier and DeSoto)

owner_name

Recorded owner name from parish assessor

owner_mailing_address

Owner mailing address on file with the assessor — enables direct owner contact

situs_address

Property street address (situs)

land_area_sqft

Parcel area in square feet derived from GIS geometry

land_value / improvement_value / total_value

Assessor-reported values — land, improvements, and combined total. DeSoto: total only (assessor does not split).

zoning

Zoning classification: MPC base zone (Caddo), zone1 (Bossier, sparse), NULL (DeSoto — no municipal zoning data held)

flood_zone

FEMA flood zone designation (AE, A, X, AH, AO, etc.)

freeboard_ft

Vertical clearance above Base Flood Elevation in feet. Positive = above BFE; negative = below. NULL where BFE is not defined (Zone X).

ground_elev_ft

Ground surface elevation at parcel centroid in feet (NAVD88), from USGS 3DEP LiDAR

velocity_vert_mmyr

Vertical ground movement rate in mm/year from Sentinel-1 InSAR (Caddo + Bossier only). Negative = subsidence. NULL for all DeSoto parcels — C-band coherence failure due to forest cover.

composite_score

Composite 0–100 score integrating all five scored dimensions. Higher = greater combined risk or distress signal.

flood_risk_score

0–100 flood risk component: FEMA zone, freeboard, InSAR encroachment trajectory, and satellite inundation history

distress_score

0–100 distress component: permit dormancy, code violations, adjudication status, and assessor value trajectory (Caddo full; Bossier/DeSoto partial — permit data pending)

opportunity_score

0–100 opportunity component: land-to-improvement value ratio, location context, and reinvestment signal

investment_score

0–100 investment attractiveness composite

env_risk_score

0–100 environmental risk component: EJScreen burden indicators, EPA facility proximity, and soil contamination signals

lat / lon

Parcel centroid coordinates (WGS84)

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