Data & Methodology — Langlade County

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

Contaminant Data — All Analytes

5749 total samples analyzed across 23 analytes. Data spans 1967 to 2025.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Lead 39 1985–2014 97%
5% of limit ↓ 84% below
PFOS municipal 8 2022 25%
0% of limit
Radon 2 2003 100%
47% of limit ↓ 49% below
Chloride 57 1967–2025 98%
2% of limit ↓ 63% below
Sulfate 32 1967–2012 97%
3% of limit ↓ 61% below
Fluoride 19 1971–2014 100%
4% of limit ↓ 33% below
Arsenic 21 1982–2014 100%
10% of limit ↓ 51% below
PFOA municipal 8 2022 38%
0% of limit
PFNA municipal 8 2022 12%
0% of limit
PFHxS municipal 8 2022 38%
0% of limit
HFPO-DA (GenX) municipal 8 2022 0%
0% of limit
Iron 3 1971–1973 67%
22% of limit ↓ 92% below
Manganese 2 1971–1973 50%
40% of limit ↓ 94% below
Uranium 13 1994–2014 100%
4% of limit ↑ 59% above
Nitrate 1 1971 0%
pH 16 1967–2016 94% ↓ 26% below
Sodium 36 1971–2025 100% ↓ 76% below
Nitrite 1 1975 0%
Total Coliform 1 2003 0%
Hardness 22 1993–2025 100% ↓ 57% below
E. coli 3 2001–2016 0%
Fecal Coliform 2 2001–2004 0%
PFBS municipal 8 2022 38%

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)

  • Lead 39 samples
  • Chloride 57 samples
  • Sulfate 32 samples
  • Fluoride 19 samples
  • Arsenic 21 samples
  • pH 16 samples
  • Sodium 36 samples
  • Hardness 22 samples

Limited data (<15 samples) — interpret with caution

  • PFOS 8 samples
  • Radon 2 samples
  • PFOA 8 samples
  • PFNA 8 samples
  • PFHxS 8 samples
  • HFPO-DA (GenX) 8 samples
  • Iron 3 samples
  • Manganese 2 samples
  • Uranium 13 samples
  • Nitrate 1 sample
  • Nitrite 1 sample
  • Total Coliform 1 sample
  • E. coli 3 samples
  • Fecal Coliform 2 samples
  • PFBS 8 samples

CDC Health Outcome Correlations

Where contaminants detected in Langlade 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 Langlade County Prevalence WI Average Source Year
Lead Heart disease rate 6.0% 6.5% 2020
PFOS Cancer prevalence 8.9% 7.0% 2020

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