Ranking methodology
How this city ranking is calculated
We group ZIP profiles by city and state, then rank each city's median—not its maximum. To qualify, a city needs at least 3hardness readings, with at least 2labeled High or Moderate confidence and at least 2distinct monitoring sites. 209 cities meet that rule in the current dataset.
The qualification rule reduces single-estimate outliers but does not turn nearby environmental observations into household tap tests. Open any city to see observation distance, dates, utility associations, and its individual ZIP reports.