Data & Methodology — Walworth County

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

Contaminant Data — All Analytes

44320 total samples analyzed across 22 analytes. Data spans 1945 to 2021.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Iron 2 1945–1946 50%
367% of limit ↑ 38% above
Arsenic 15 1976–2021 100%
18% of limit ~ typical
PFOA municipal 39 2024–2025 8%
0% of limit
PFOS municipal 39 2024–2025 0%
0% of limit
PFNA municipal 39 2024–2025 0%
0% of limit
PFHxS municipal 39 2024–2025 10%
0% of limit
HFPO-DA (GenX) municipal 39 2024–2025 0%
0% of limit
Uranium 12 1983–2021 100%
6% of limit ↑ 142% above
Radon 11 2000–2001 100%
47% of limit ↓ 49% below
Lead 6 1992–2011 83%
0% of limit ↓ 99% below
Chloride 10 1945–1962 90%
3% of limit ↓ 42% below
Sulfate 54 1945–1973 98%
4% of limit ↓ 51% below
Fluoride 4 1945–1964 75%
5% of limit ↓ 25% below
Hardness 18 1989–2008 94% ↑ 70% above
Fecal Coliform 1 1995 0%
pH 16 1946–2014 100% ~ typical
Manganese 1 1946 0%
Sodium 48 1945–2021 98% ~ typical
Nitrate 1 1961 0%
Nitrite 1 1961 0%
E. coli 3 2001–2003 0%
PFBS municipal 39 2024–2025 21%

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 WI.

Data Coverage & Gaps

Well-sampled analytes (15+ samples)

  • Arsenic 15 samples
  • PFOA 39 samples
  • PFOS 39 samples
  • PFNA 39 samples
  • PFHxS 39 samples
  • HFPO-DA (GenX) 39 samples
  • Sulfate 54 samples
  • Hardness 18 samples
  • pH 16 samples
  • Sodium 48 samples
  • PFBS 39 samples

Limited data (<15 samples) — interpret with caution

  • Iron 2 samples
  • Uranium 12 samples
  • Radon 11 samples
  • Lead 6 samples
  • Chloride 10 samples
  • Fluoride 4 samples
  • Fecal Coliform 1 sample
  • Manganese 1 sample
  • Nitrate 1 sample
  • Nitrite 1 sample
  • E. coli 3 samples

CDC Health Outcome Correlations

Where contaminants detected in Walworth 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 Walworth County Prevalence WI Average Source Year
Arsenic Cancer prevalence 6.0% 7.0% 2020
Arsenic Kidney disease rate 2.5% 2.9% 2020

Source: CDC PLACES county-level estimates. Raw data: Download Walworth 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 WI with at least one sample for that analyte.

Last updated: 2026-05-23

Full methodology →