Data & Methodology — Shawano County

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

Contaminant Data — All Analytes

19709 total samples analyzed across 23 analytes. Data spans 1962 to 2023.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Manganese 2 1962–1966 50%
560% of limit ~ typical
Radon 15 1993–2003 100%
197% of limit ↑ 114% above
Iron 73 1962–2011 97%
50% of limit ↓ 81% below
Lead 35 1986–2014 97%
5% of limit ↓ 86% below
Arsenic 21 1976–2015 100%
6% of limit ↓ 73% below
Uranium 26 1994–2023 100%
3% of limit ↑ 46% above
Fluoride 24 1966–2014 100%
8% of limit ~ typical
PFOA municipal 12 2023 0%
0% of limit
PFOS municipal 12 2023 0%
0% of limit
PFNA municipal 12 2023 0%
0% of limit
PFHxS municipal 12 2023 0%
0% of limit
HFPO-DA (GenX) municipal 12 2023 0%
0% of limit
Chloride 61 1962–2020 98%
3% of limit ↓ 50% below
Sulfate 49 1962–2014 98%
5% of limit ↓ 38% below
pH 14 1962–2014 93% ↓ 23% below
Sodium 44 1966–2017 100% ↓ 57% below
Nitrate 1 1976 0%
Hardness 33 1990–2006 97% ↓ 42% below
Fecal Coliform 2 1995–2007 0%
Total Coliform 1 2007 0%
E. coli 1 2008 0%
Nitrite 1 2009 0%
PFBS municipal 12 2023 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)

  • Radon 15 samples
  • Iron 73 samples
  • Lead 35 samples
  • Arsenic 21 samples
  • Uranium 26 samples
  • Fluoride 24 samples
  • Chloride 61 samples
  • Sulfate 49 samples
  • Sodium 44 samples
  • Hardness 33 samples

Limited data (<15 samples) — interpret with caution

  • Manganese 2 samples
  • PFOA 12 samples
  • PFOS 12 samples
  • PFNA 12 samples
  • PFHxS 12 samples
  • HFPO-DA (GenX) 12 samples
  • pH 14 samples
  • Nitrate 1 sample
  • Fecal Coliform 2 samples
  • Total Coliform 1 sample
  • E. coli 1 sample
  • Nitrite 1 sample
  • PFBS 12 samples

CDC Health Outcome Correlations

Where contaminants detected in Shawano 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 Shawano County Prevalence WI Average Source Year
Arsenic Cancer prevalence 6.1% 7.0% 2020
Arsenic Kidney disease rate 3.5% 2.9% 2020
Lead Heart disease rate 8.1% 6.5% 2020

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