✦ Dharma Lens ✦ V2
Color Farm Impact · The Dharma Project

The Suppression Weight · Columbia, MD

Sourced data
Confidential
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+4APPRAISAL+3MORTGAGE-DENIALCOLUMBIA65↓67–79
Dharma verdict
67–79. Undervalued, at the margin.
Recommendation: watch. A gap of +8 — residual sourced suppression, real but modest. Monitor the conditions that would widen or close it. (Gap +8)
What's holding the 65 down
Appraisal devaluation (residual)
+4.4
Mortgage-denial gap at equal income
+3.3
CC 65  +  uplift +8LV 67–79
Current Conditions 65 + sourced suppression +8 = Latent Value 67–79. Click any factor to see the receipt.
Capital × Community Trust

Amber dot = Columbia, MD · dot size = latent gap (LV − CC) · click any dot to open its report.

Trust is a core axis of this thesis, not a footnote. High capital with low trust is exactly the pattern the Suppression Weight is built to surface — the Dharma Zone is where capital and trust move together.

LATENTlow capital · high trust

Trust is high but capital hasn’t arrived yet — the upside the thesis chases.

DHARMA ZONEhigh capital · high trust

Capital and community trust move together — the healthy target state.

SUPPRESSEDlow capital · low trust

Both capital and trust are held down — the starting condition suppression creates.

EXTRACTIVEhigh capital · low trust

Money is flowing in but the community doesn’t trust it — value is pulled out, not built.

v1 placeholder calibration (rho=0.80, ceiling=100). No headlineBand pinned (no external pitch value supplied); the engine derives the band from mean confidence. cc=65 is grounded in Census ACS 5-year estimates for Howard County / Columbia, which rank among the highest-income, highest-educational-attainment counties in the United States, with homeownership and household income well above the Maryland statewide baseline and a genuinely diverse population by founding design (Columbia was master-planned by James Rouse in 1967 explicitly to integrate races and incomes, organized into mixed village communities) — a fair-representation showcase, not a suppression or extractive one, set below the ultra-affluent enclaves in this registry (e.g. Greenwich, Beverly Hills) to leave room for the modest, genuinely-sourced residual factors above. quadrant.capital/trust are a qualitative placement, refine with the content owner: capital (75) reflects the high-income, high-homeownership tax base; trust (80) reflects Columbia's founding design mandate and decades-long track record of deliberate racial/economic integration, placing Columbia squarely inside the high-capital x high-trust Dharma Zone. Four candidate suppression-factor domains were researched and dropped under the kill rule as near-baseline for this community: health-care avoidance/distrust (CDC PLACES indicators for Howard County sit at or above the Maryland baseline, with dense regional healthcare access including Howard County General Hospital / Johns Hopkins Medicine, showing no avoidance signal comparable to Bankhead's trust/acc factors), environmental burden/food access (no EPA EJScreen pollution/siting flag or USDA food-desert designation for Columbia census tracts), under-captured reach/capital (no sourced local under-capture data found), and data undercount (Howard County is well-surveyed in ACS estimates with small margins of error at this income/response-rate level, the structural opposite of an under-counted community) — see docs/dharma-lens-v2/places/columbia-md.md for the full kill-rule notes. The small, honest CC->LV gap here (roughly +8) is the point of this record: fair representation, not suppression or over-valuation.