Data & Methodology — Dane County

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

Contaminant Data — All Analytes

394 well testing events on record, covering 19 analytes. Data spans 1935 to 2022.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Iron 271 1935–2022 89%
20% of limit ↓ 92% below
Manganese 260 1935–2022 92%
60% of limit ↓ 91% below
Arsenic 25 1976–2022 40%
76% of limit ↑ 276% above
Lead 38 1976–2022 8%
173% of limit ↑ 435% above
Nitrate 189 1935–2014 97%
5% of limit ↓ 65% below
Chloride 312 1935–2022 100%
3% of limit ↓ 49% below
Uranium 3 1980–2014 100%
3% of limit ~ typical
Sulfate 239 1935–2014 100%
6% of limit ↓ 25% below
PFOS municipal 159 2022–2025 1%
5% of limit
PFOA municipal 159 2022–2025 3%
4% of limit
PFNA municipal 159 2022–2025 0%
PFHxS municipal 159 2022–2025 10%
36% of limit
Nitrite 133 1935–2014 93%
0% of limit ↓ 100% below
HFPO-DA (GenX) municipal 159 2022–2025 0%
Fluoride 217 1944–2014 98%
2% of limit ↓ 63% below
Sodium 197 1958–2022 100%
↓ 62% below
pH 310 1944–2022 100%
↓ 24% below
PFBS municipal 159 2022–2025 6%
Hardness 298 1935–2014 100%
↑ 118% above

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)

  • Iron 271 samples
  • Manganese 260 samples
  • Arsenic 25 samples
  • Lead 38 samples
  • Nitrate 189 samples
  • Chloride 312 samples
  • Sulfate 239 samples
  • PFOS 159 samples
  • PFOA 159 samples
  • PFNA 159 samples
  • PFHxS 159 samples
  • Nitrite 133 samples
  • HFPO-DA (GenX) 159 samples
  • Fluoride 217 samples
  • Sodium 197 samples
  • pH 310 samples
  • PFBS 159 samples
  • Hardness 298 samples

Limited data (<15 samples) — interpret with caution

  • Uranium 3 samples

CDC Health Outcome Correlations

Where contaminants detected in Dane 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 Dane County Prevalence WI Average Source Year
Arsenic Cancer prevalence 6.0% 7.0% 2020
Arsenic Kidney disease rate 2.3% 2.9% 2020
Lead Heart disease rate 4.5% 6.5% 2020

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

Full methodology →