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

6571 total samples analyzed across 21 analytes. Data spans 0001 to 2026.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Iron 24 1945–1969 96%
83% of limit ↓ 69% below
Arsenic 3 1977–2004 100%
20% of limit ~ typical
Chloride 8 1945–1962 88%
4% of limit ↓ 35% below
Sulfate 36 1945–2025 100%
8% of limit ~ typical
Fluoride 4 1945–1962 75%
22% of limit ↑ 237% above
PFOA municipal 4 2022 25%
0% of limit
PFNA municipal 4 2022 0%
0% of limit
PFHxS municipal 4 2022 0%
0% of limit
PFOS municipal 4 2022 0%
0% of limit
HFPO-DA (GenX) municipal 4 2022 0%
0% of limit
pH 11 1945–2016 91% ↓ 22% below
Sodium 49 1–2026 100% ↓ 48% below
Manganese 1 1953 0%
Nitrate 1 1962 0%
Nitrite 1 1969 0%
Uranium 1 1980 0%
Lead 1 1 0%
Fecal Coliform 2 1989–2004 0%
Hardness 6 1991–2010 100% ↑ 77% above
E. coli 1 2003 0%
PFBS municipal 4 2022 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)

  • Iron 24 samples
  • Sulfate 36 samples
  • Sodium 49 samples

Limited data (<15 samples) — interpret with caution

  • Arsenic 3 samples
  • Chloride 8 samples
  • Fluoride 4 samples
  • PFOA 4 samples
  • PFNA 4 samples
  • PFHxS 4 samples
  • PFOS 4 samples
  • HFPO-DA (GenX) 4 samples
  • pH 11 samples
  • Manganese 1 sample
  • Nitrate 1 sample
  • Nitrite 1 sample
  • Uranium 1 sample
  • Lead 1 sample
  • Fecal Coliform 2 samples
  • Hardness 6 samples
  • E. coli 1 sample
  • PFBS 4 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
Arsenic 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: 2026-05-23

Full methodology →