Data & Methodology — Waupaca County

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

Contaminant Data — All Analytes

7077 total samples analyzed across 23 analytes. Data spans 1946 to 2025.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Radon 3 2003–2013 100%
57% of limit ↓ 38% below
Arsenic 22 1976–2023 100%
5% of limit ↓ 77% below
PFOS municipal 32 2023–2024 6%
0% of limit
Chloride 51 1946–2025 100%
4% of limit ~ typical
Sulfate 37 1946–2023 95%
5% of limit ↓ 36% below
Fluoride 11 1946–1960 91%
14% of limit ↑ 106% above
Uranium 28 1994–2023 100%
2% of limit ↓ 24% below
Lead 11 1997–2023 91%
1% of limit ↓ 98% below
PFOA municipal 32 2023–2024 0%
0% of limit
PFNA municipal 32 2023–2024 0%
0% of limit
PFHxS municipal 32 2023–2024 0%
0% of limit
HFPO-DA (GenX) municipal 32 2023–2024 0%
0% of limit
Nitrate 1 1972 0%
Nitrite 1 1975 0%
Total Coliform 1 2003 0%
Fecal Coliform 2 1989–2004 0%
E. coli 3 1990–2004 0%
Hardness 15 1990–2003 93% ~ typical
pH 22 1946–2023 100% ~ typical
Manganese 1 1946 0%
Iron 1 1946 0%
Sodium 31 1960–2024 100% ↓ 49% below
PFBS municipal 32 2023–2024 19%

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)

  • Arsenic 22 samples
  • PFOS 32 samples
  • Chloride 51 samples
  • Sulfate 37 samples
  • Uranium 28 samples
  • PFOA 32 samples
  • PFNA 32 samples
  • PFHxS 32 samples
  • HFPO-DA (GenX) 32 samples
  • Hardness 15 samples
  • pH 22 samples
  • Sodium 31 samples
  • PFBS 32 samples

Limited data (<15 samples) — interpret with caution

  • Radon 3 samples
  • Fluoride 11 samples
  • Lead 11 samples
  • Nitrate 1 sample
  • Nitrite 1 sample
  • Total Coliform 1 sample
  • Fecal Coliform 2 samples
  • E. coli 3 samples
  • Manganese 1 sample
  • Iron 1 sample

CDC Health Outcome Correlations

Where contaminants detected in Waupaca 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 Waupaca County Prevalence WI Average Source Year
Arsenic Cancer prevalence 8.1% 7.0% 2020
Arsenic Kidney disease rate 3.3% 2.9% 2020

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