Municipal Viability Index
A clearer way to read municipal vulnerability.
MVI v1.3 includes a growing scored ranking layer and a national source-readiness database. Scores are shown only for places that have passed validation.
Public scored sample
Validated rows in the free preview.
National rows
Indexed places and public place rows.
Source families
Processed source-family framework.
Public scale
Converted from raw 0-140 audit score.
Scoring Quality Gate
Some national scores are mathematically generated from validated source inputs but remain proxy-labeled or review-gated. MVI shows public scores only where publication gates pass.
National Database
Search public places, public sample scores, and source-readiness rows. Rows outside the public sample do not show public MVI scores.
Loading national database...
| Place | State | Score | Public Status | Classification | Confidence | Primary Mode / Status Reason |
|---|---|---|---|---|---|---|
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Public Scored Sample
The free scored layer shows selected validated rows only. Premium detail is available for deeper reports and licensing.
| Sample Rank | Source Rank | Place | State | MVI / 100 | Classification | Confidence | Primary Failure Mode | Premium Detail |
|---|---|---|---|---|---|---|---|---|
| Loading public scored sample... | ||||||||
Score Validation
This audit validates current scored rows only. It does not create new national scores or score pending/review rows.
National Scoring Batch 003
Batch 003 stages the national pending database for scoring readiness. Scores publish only after seven-family evidence validation passes.
National Evidence Completion
The evidence completion layer tracks whether pending places have seven-family score input evidence. It does not create final MVI scores.
Public Data Downloads
Download static public files used by this site. These files do not include internal-only notes or local file paths.
Methodology
The public MVI score uses a 0-100 scale. The raw/internal audit score remains on a 0-140 scale for traceability.
National Status
Full national scores are not yet available. The public database separates validated scores from readiness and review status.
Scope & Disclaimer
Premiere Preview only. Scores are shown only for validated scored places. Full national scoring is pending staged validation. This is not official government guidance, financial advice, insurance advice, legal advice, emergency-management guidance, or a substitute for local professional review.
Report a data issue or methodology question.
Use the repository issue tracker for public corrections, reproducibility questions, and review notes.