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

4961 total samples analyzed across 23 analytes. Data spans 1944 to 2023.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Iron 7 1944–1953 86%
283% of limit ~ typical
Radon 3 1995–2002 100%
90% of limit ~ typical
Chloride 16 1944–1962 94%
2% of limit ↓ 59% below
Sulfate 26 1944–1968 96%
6% of limit ↓ 25% below
Fluoride 4 1944–1963 75%
5% of limit ↓ 25% below
Arsenic 3 1976–1980 67%
15% of limit ↓ 26% below
Uranium 7 1980–2015 100%
2% of limit ↓ 28% below
PFOA municipal 8 2024–2025 0%
0% of limit
PFOS municipal 8 2024–2025 0%
0% of limit
PFNA municipal 8 2024–2025 0%
0% of limit
PFHxS municipal 8 2024–2025 25%
0% of limit
HFPO-DA (GenX) municipal 8 2024–2025 0%
0% of limit
pH 9 1944–2013 100% ~ typical
Manganese 1 1944 0%
Sodium 41 1950–2023 100% ↓ 54% below
Nitrate 1 1962 0%
Nitrite 1 1962 0%
Lead 1 1980 0%
Hardness 5 1992–1999 100% ↑ 97% above
Fecal Coliform 1 2008 0%
E. coli 1 2017 0%
Total Coliform 1 2003 0%
PFBS municipal 8 2024–2025 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 WI.

Data Coverage & Gaps

Well-sampled analytes (15+ samples)

  • Chloride 16 samples
  • Sulfate 26 samples
  • Sodium 41 samples

Limited data (<15 samples) — interpret with caution

  • Iron 7 samples
  • Radon 3 samples
  • Fluoride 4 samples
  • Arsenic 3 samples
  • Uranium 7 samples
  • PFOA 8 samples
  • PFOS 8 samples
  • PFNA 8 samples
  • PFHxS 8 samples
  • HFPO-DA (GenX) 8 samples
  • pH 9 samples
  • Manganese 1 sample
  • Nitrate 1 sample
  • Nitrite 1 sample
  • Lead 1 sample
  • Hardness 5 samples
  • Fecal Coliform 1 sample
  • E. coli 1 sample
  • Total Coliform 1 sample
  • PFBS 8 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
Radon 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: 2026-05-23

Full methodology →