Data & Methodology — Clay County

Full contaminant data, sample history, and sourcing for Clay County. For readers who want to go beyond the summary.

Contaminant Data — All Analytes

19020 total samples analyzed across 22 analytes. Data spans 0001 to 2025.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. MN Avg
Manganese 3 1962–1963 67%
180% of limit ↓ 53% below
Iron 77 1962–2023 99%
197% of limit ↓ 64% below
Arsenic 53 1972–2022 98%
95% of limit ~ typical
Sulfate 69 1962–2024 100%
35% of limit ↑ 48% above
Lead 43 1969–2025 98%
6% of limit ↓ 89% below
Uranium 41 2015 100%
3% of limit ↓ 27% below
Nitrite 18 1968–2014 94%
9% of limit ~ typical
PFOS municipal 8 2023–2025 0%
0% of limit
HFPO-DA (GenX) municipal 8 2023–2025 0%
0% of limit
PFOA municipal 8 2023–2025 0%
0% of limit ↓ 100% below
PFNA municipal 8 2023–2025 0%
0% of limit
PFHxS municipal 8 2023–2025 0%
0% of limit
Fluoride 31 1962–2022 97%
7% of limit ↓ 22% below
Chloride 3 1962–1963 67%
2% of limit ↓ 82% below
E. coli 1 2012 0%
Total Coliform 1 1964 0%
Fecal Coliform 1 1964 0%
Hardness 24 1–2020 100% ~ typical
Nitrate 1 1965 0%
Sodium 68 1962–2024 100% ~ typical
pH 10 1958–2021 90% ~ typical
PFBS municipal 8 2023–2025 0%

Distribution shows the share of samples in each concentration band relative to the EPA Maximum Contaminant Level (MCL): Low = below half the MCL, Moderate = between half and the MCL, High = above the MCL. Analytes without an MCL (e.g. sodium, pH) show — in the limit columns. State average is based on county median values across MN.

Data Coverage & Gaps

Well-sampled analytes (15+ samples)

  • Iron 77 samples
  • Arsenic 53 samples
  • Sulfate 69 samples
  • Lead 43 samples
  • Uranium 41 samples
  • Nitrite 18 samples
  • Fluoride 31 samples
  • Hardness 24 samples
  • Sodium 68 samples

Limited data (<15 samples) — interpret with caution

  • Manganese 3 samples
  • PFOS 8 samples
  • HFPO-DA (GenX) 8 samples
  • PFOA 8 samples
  • PFNA 8 samples
  • Chloride 3 samples
  • E. coli 1 sample
  • Total Coliform 1 sample
  • Fecal Coliform 1 sample
  • Nitrate 1 sample
  • pH 10 samples

Public vs. Private Water in Clay County

51 Active public water systems
60,378 Residents on public water

Public water systems in Clay County are regulated by the EPA and must test and report contaminant levels. Private well owners are responsible for their own testing — there is no routine monitoring of private wells by any government agency.

CDC Health Outcome Correlations

Where contaminants detected in Clay County have established associations with specific health outcomes, we cross-reference CDC PLACES county-level prevalence data. This is a contextual signal, not a causal claim.

Contaminant Associated Condition Clay County Prevalence MN Average Source Year
Arsenic Cancer prevalence 6.2% 7.0% 2020
Arsenic Kidney disease rate 2.6% 2.9% 2020
Lead Heart disease rate 5.6% 6.6% 2020

Source: CDC PLACES county-level estimates. Raw data: Download Clay County CDC PLACES data →

Data Sources

This report aggregates data from the following public databases:

Methodology

Raw records are downloaded from the Water Quality Portal and normalized to µg/L (ppb). Records are deduplicated by sample ID and date, and certified outliers are excluded. Analyte names are mapped to EPA canonical forms. Detection rates, distribution bands, and MCL comparisons are computed from the normalized dataset.

Distribution bands use the EPA Maximum Contaminant Level as the threshold: concentrations below 50% of the MCL are classed as Low, between 50% and 100% as Moderate, and above 100% as High. For analytes without an MCL (sodium, hardness, pH), distribution is not computed.

State comparison uses the median of county median values across all counties in MN with at least one sample for that analyte.

Last updated: 2026-06-12

Full methodology →