ZIP 40831 Foreclosure, Tax-Lien & Distress Report

Harlan County, Kentucky's ZIP 40831 registers 23/100 composite distress, which DLRadar reads as low. On the structural side it scores 50/100, with 8/100 of stress already active. It additionally carries heavy environmental risk: FEMA disaster exposure (89/100), flood (NFIP) exposure (69/100), climate & FEMA risk (61/100). Property-level stress concentrates in institutional ownership (63/100), structural risk (50/100), mortgage stress (26/100). On the quiet end sit mortgage stress (26/100).

The market reads expansion — home values rose 5.3% year on year, at 33/100 phase confidence. Appreciation rarely lifts every parcel — the laggards are the opportunity.

About 4,719 people live here, median age 42. There are about 2,431 housing units across 40831. The typical home is worth about $89,100 (3.0× income, relatively affordable). 57% of housing is owner-occupied. Around 19% of adults hold a bachelor's degree or higher. On demographic stress specifically, 40831 scores 35/100. Around 41% of renters are cost-burdened. Roughly 25.7% live below the poverty line, elevated and often tied to deferred-maintenance inventory. The vacancy rate is 16.0% — elevated. Households earn a median $35,417 — below the roughly $78,000 national figure.

Net-net, 40831 is a working-distress ZIP — the kind that rewards current, parcel-level intelligence. Every signal above traces to a verifiable public dataset, refreshed continuously and scored the same way in every ZIP nationwide.

Because one deterministic model scores every ZIP, 40831's 23/100 can be lined up against any neighbor in Harlan County, Kentucky or any ZIP coast to coast. Where the public record is thin for 40831, the field stays empty rather than modeled, and fills in as new documents post.

Behind 40831's composite sit distinct signals (foreclosure, mortgage, tax-lien, lender and structural), each scored on its own before rolling up, so two ZIPs with the same total can describe very different situations on the ground. Treat 40831 as a screen: confirm the composite, open the distressed parcels beneath it, and run the deal to funding and close on DLRadar.