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Water intelligence · PurityMap Journal

How the PurityMap Purity Score Works

The Purity Score is one number from 0 to 100 — but only for the contaminants a system actually measured. Here's how it's built, and what it deliberately leaves out.

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01 · What the score is

What the score is

The PurityMap Purity Score is a reproducible number from 0 to 100 for a water system. It is computed only over the contaminants that system actually measured: each finding is scored against a health-based reference — usually the federal limit and, where relevant, the health goal — and the per-contaminant results roll up into one overall number. Because the inputs are fixed public records, the same inputs always produce the same score.

02 · What goes into it

What goes into it

Findings are grouped into categories such as PFAS and metals (which includes lead), and each is compared to its own reference standard from the current federal rules. The score uses the 2024-federal benchmark, so PFAS is scored against the 2024 limits and lead against the Lead and Copper Rule action level. Every finding on a report links to the dated EPA source it came from.

03 · What it deliberately leaves out

What it deliberately leaves out

The score is health-based, so water hardness is excluded — it is an aesthetic and plumbing matter, not a regulated health contaminant. Contaminants that were never tested are shown as pending, never scored as if they passed. And the score is reported separately from confidence, so a thorough testing program is not penalized for surfacing more measurements.

Note

A missing category is marked pending, not counted as clean. Absence of a measurement is never treated as evidence of absence.

04 · A worked example: Tucson

A worked example: Tucson

For Tucson Water (PWSID AZ0410112), the 2024 PFAS round found PFOA and PFOS not detected, so the PFAS category scored 100. The most recent lead result, 0.65 µg/L, is about 4% of the 15 µg/L action level, giving a metals score of 98. Those roll up to an overall 99 out of 100 — but at moderate confidence, because two of the four categories (hardness and disinfectant type) were not in the federal data and are still pending.

05 · Why we separate score and confidence

Why we separate score and confidence

A system that tests widely can post a lower score than one that tests little, simply because more was measured. Collapsing that into a single number would reward thin testing. Reporting confidence alongside the score lets you see both how clean the measured record is and how complete the testing was.

06 · How to use it

How to use it

Treat the score as a fast summary and then read the evidence beneath it. From any city water report you can open each finding with its source and date, compare against the highest and lowest Purity Scores nationally, and see which contaminants — PFAS, lead and others — drove the number for your city.

Health disclaimer

This article explains a scoring method built on public EPA monitoring data. It is not medical advice and does not declare any water fit or unfit for a specific person. For health questions about specific contaminants, consult a licensed healthcare professional and, for your own address, use a certified laboratory test.

How this article was made

Authored analysis

The article sections above are the published interpretation for this topic, tied to the source list on this page.

What it does not tell us

This editorial record alone cannot determine a household’s exposure, diagnose a health condition, or replace current system-level evidence.

Methodology note

Describes the Purity Score methodology on the 2024-federal benchmark. The Tucson figures (PFAS not detected; lead 0.65 µg/L vs the 15 µg/L action level; overall 99 at moderate confidence with two categories pending) are taken from the live Tucson report for PWSID AZ0410112. No values were estimated.

Prepared with AI assistance and reviewed by the PurityMap Editorial Team before publication. How we write

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Sources cited

4 sources
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    PurityMap city report — City of Tucson (PWSID AZ0410112), worked example.

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