Data & Methodology — Chippewa County

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

Contaminant Data — All Analytes

78 well testing events on record, covering 20 analytes. Data spans 1946 to 2018.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Iron 62 1946–2013 92%
13% of limit ↓ 95% below
Manganese 60 1946–2013 85%
60% of limit ↓ 91% below
Nitrite 25 1961–2013 92%
0% of limit ↑ 1063% above
Nitrate 52 1961–2013 94%
25% of limit ↑ 81% above
Uranium 1 2013 100%
0% of limit ↓ 96% below
Sulfate 61 1946–2013 100%
2% of limit ↓ 68% below
Radon 1 2013 100%
73% of limit ↓ 21% below
PFOS municipal 33 2022–2025 3%
12% of limit
PFOA municipal 33 2022–2025 12%
4% of limit
PFNA municipal 33 2022–2025 0%
PFHxS municipal 33 2022–2025 0%
Lead 9 1976–2013 33%
0% of limit ↓ 100% below
HFPO-DA (GenX) municipal 33 2022–2025 0%
Fluoride 52 1946–2013 100%
2% of limit ↓ 63% below
Chloride 61 1946–2013 100%
2% of limit ↓ 66% below
Arsenic 8 1976–2013 38%
1% of limit ↓ 96% below
Sodium 35 1965–2013 100%
↓ 71% below
pH 63 1946–2013 100%
↓ 32% below
PFBS municipal 33 2022–2025 3%
Hardness 63 1946–2013 100%
↓ 58% below

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 62 samples
  • Manganese 60 samples
  • Nitrite 25 samples
  • Nitrate 52 samples
  • Sulfate 61 samples
  • PFOS 33 samples
  • PFOA 33 samples
  • PFNA 33 samples
  • PFHxS 33 samples
  • HFPO-DA (GenX) 33 samples
  • Fluoride 52 samples
  • Chloride 61 samples
  • Sodium 35 samples
  • pH 63 samples
  • PFBS 33 samples
  • Hardness 63 samples

Limited data (<15 samples) — interpret with caution

  • Uranium 1 sample
  • Radon 1 sample
  • Lead 9 samples
  • Arsenic 8 samples

CDC Health Outcome Correlations

Where contaminants detected in Chippewa 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 Chippewa County Prevalence WI Average Source Year
Nitrate Cancer prevalence 7.6% 7.0% 2020

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