Data & Methodology — Columbia County

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

Contaminant Data — All Analytes

204 well testing events on record, covering 20 analytes. Data spans 1944 to 2023.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Iron 183 1944–2015 88%
40% of limit ↓ 85% below
Manganese 183 1944–2015 67%
80% of limit ↓ 88% below
PFOS municipal 13 2022–2025 15%
84% of limit
PFOA municipal 13 2022–2025 23%
13% of limit
Nitrate 164 1961–2015 99%
17% of limit ↑ 22% above
Uranium 11 1980–2015 91%
2% of limit ↓ 29% below
Sulfate 187 1944–2015 100%
6% of limit ~ typical
Radon 3 1995–2003 100%
7% of limit ↓ 92% below
PFNA municipal 13 2022–2025 15%
2% of limit
PFHxS municipal 13 2022–2025 23%
72% of limit
Nitrite 142 1961–2015 29%
1% of limit ↑ 2226% above
Lead 15 1976–2015 53%
1% of limit ↓ 98% below
HFPO-DA (GenX) municipal 13 2022–2025 0%
Fluoride 178 1944–2015 92%
2% of limit ↓ 63% below
Chloride 187 1944–2015 100%
2% of limit ↓ 71% below
Arsenic 13 1976–2015 100%
2% of limit ↓ 88% below
Sodium 149 1950–2015 100%
↓ 74% below
pH 191 1944–2015 100%
↓ 25% below
PFBS municipal 13 2022–2025 15%
Hardness 189 1944–2015 100%
↑ 91% 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 183 samples
  • Manganese 183 samples
  • Nitrate 164 samples
  • Sulfate 187 samples
  • Nitrite 142 samples
  • Lead 15 samples
  • Fluoride 178 samples
  • Chloride 187 samples
  • Sodium 149 samples
  • pH 191 samples
  • Hardness 189 samples

Limited data (<15 samples) — interpret with caution

  • PFOS 13 samples
  • PFOA 13 samples
  • Uranium 11 samples
  • Radon 3 samples
  • PFNA 13 samples
  • PFHxS 13 samples
  • HFPO-DA (GenX) 13 samples
  • Arsenic 13 samples
  • PFBS 13 samples

CDC Health Outcome Correlations

Where contaminants detected in Columbia 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 Columbia County Prevalence WI Average Source Year
Nitrate Cancer prevalence 6.0% 7.0% 2020

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