Data & Methodology — Lake County

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

Contaminant Data — All Analytes

204 well testing events on record, covering 17 analytes. Data spans 1955 to 2025.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. MN Avg
Manganese 170 1972–2025 85%
80% of limit ↓ 79% below
PFOS municipal 9 2023–2025 44%
238% of limit
Iron 180 1972–2025 56%
50% of limit ↓ 91% below
Sulfate 181 1972–2025 98%
4% of limit ↓ 84% below
Chloride 181 1972–2025 92%
2% of limit ↓ 85% below
Arsenic 130 1976–2025 76%
9% of limit ↓ 89% below
Lead 148 1976–2025 18%
1% of limit ↓ 98% below
Fluoride 165 1972–2025 91%
6% of limit ↓ 33% below
HFPO-DA (GenX) municipal 6 2023–2025 0%
Nitrate 17 1995–2017 53%
5% of limit ↓ 75% below
PFHxS municipal 4 2023 0%
PFNA municipal 6 2023–2025 0%
PFOA municipal 6 2023–2025 17%
5% of limit ↑ 24% above
Hardness 54 1972–1980 100%
↓ 51% below
Sodium 182 1972–2025 100%
↓ 70% below
pH 60 1972–2017 100%
~ typical
PFBS municipal 4 2023 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)

  • Manganese 170 samples
  • Iron 180 samples
  • Sulfate 181 samples
  • Chloride 181 samples
  • Arsenic 130 samples
  • Lead 148 samples
  • Fluoride 165 samples
  • Nitrate 17 samples
  • Hardness 54 samples
  • Sodium 182 samples
  • pH 60 samples

Limited data (<15 samples) — interpret with caution

  • PFOS 9 samples
  • HFPO-DA (GenX) 6 samples
  • PFNA 6 samples
  • PFOA 6 samples

Public vs. Private Water in Lake County

94 Active public water systems
17,863 Residents on public water

Public water systems in Lake 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 Lake 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 Lake County Prevalence MN Average Source Year
Arsenic Cancer prevalence 9.4% 7.0% 2020
Arsenic Kidney disease rate 3.5% 2.9% 2020
Lead Heart disease rate 5.4% 6.6% 2020

Source: CDC PLACES county-level estimates. Raw data: Download Lake 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: 2026-07-15

Full methodology →