Data & Methodology — Crawford County

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

Contaminant Data — All Analytes

60 well testing events on record, covering 19 analytes. Data spans 1945 to 2026.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Iron 55 1945–1983 96%
67% of limit ↓ 75% below
Nitrate 45 1962–1983 89%
20% of limit ↑ 49% above
PFOS municipal 7 2022–2025 14%
275% of limit
Manganese 50 1945–1983 94%
20% of limit ↓ 97% below
Sulfate 55 1945–1983 100%
7% of limit ~ typical
Chloride 56 1945–1983 100%
2% of limit ↓ 64% below
Uranium 1 1980 0%
PFOA municipal 7 2022–2025 14%
4% of limit
PFNA municipal 7 2022–2025 0%
PFHxS municipal 7 2022–2025 29%
41% of limit
Nitrite 10 1966–1983 70%
0% of limit ↑ 1063% above
Lead 3 1976–1980 0%
HFPO-DA (GenX) municipal 7 2022–2025 0%
Fluoride 46 1945–1983 100%
2% of limit ↓ 63% below
Arsenic 3 1976–1980 67%
15% of limit ↓ 26% below
Sodium 38 1965–1983 100%
↓ 77% below
pH 57 1945–1983 100%
↓ 23% below
PFBS municipal 7 2022–2025 0%
Hardness 56 1945–1983 100%
↑ 97% 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 55 samples
  • Nitrate 45 samples
  • Manganese 50 samples
  • Sulfate 55 samples
  • Chloride 56 samples
  • Fluoride 46 samples
  • Sodium 38 samples
  • pH 57 samples
  • Hardness 56 samples

Limited data (<15 samples) — interpret with caution

  • PFOS 7 samples
  • Uranium 1 sample
  • PFOA 7 samples
  • PFNA 7 samples
  • PFHxS 7 samples
  • Nitrite 10 samples
  • Lead 3 samples
  • HFPO-DA (GenX) 7 samples
  • Arsenic 3 samples
  • PFBS 7 samples

CDC Health Outcome Correlations

Where contaminants detected in Crawford 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 Crawford County Prevalence WI Average Source Year
Nitrate Cancer prevalence 6.0% 7.0% 2020
Arsenic Kidney disease rate 2.7% 2.9% 2020

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