Ohio Infrastructure Ranking
Each city is scored 0–100 based on bridge conditions, water system compliance, and climate stress. Higher scores indicate greater infrastructure risk.
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Transparent, Verifiable Scoring
Every risk score is derived from published federal engineering standards — not black-box machine learning. City engineers can independently verify every data point.
26,729 Ohio bridges rated on deck, superstructure, and substructure condition (0-9 FHWA scale). Deficiency threshold: rating ≤ 4.
16,271 water systems checked against Safe Drinking Water Act violations — health-based and monitoring categories tracked over 3 years.
6,576 daily weather records analyzed for freeze-thaw cycles, extreme precipitation, and temperature stress — the primary driver of Ohio infrastructure degradation.
This is not machine learning. Risk factors are computed from deterministic rules based on FHWA condition rating thresholds, EPA violation categories, and NOAA climate data. No neural networks, no training data, no opacity. Every score can be audited.
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brandon@infrasift.com · infrasift.com