Data & Methodology — Milwaukee County

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

Contaminant Data — All Analytes

257637 total samples analyzed across 23 analytes. Data spans 1945 to 2023.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Iron 11 1945–1952 91%
217% of limit ~ typical
Chloride 149 1945–2022 99%
40% of limit ↑ 625% above
Sulfate 65 1947–2006 98%
38% of limit ↑ 403% above
Lead 11 1974–1978 91%
50% of limit ↑ 54% above
Arsenic 7 1970–1974 86%
75% of limit ↑ 269% above
PFOA municipal 62 2010–2019 19%
0% of limit
PFNA municipal 62 2010–2019 8%
0% of limit
PFOS municipal 60 2023–2025 0%
0% of limit
Radon 2 1995 100%
33% of limit ↓ 64% below
PFHxS municipal 60 2023–2025 0%
0% of limit
HFPO-DA (GenX) municipal 60 2023–2025 0%
0% of limit
Fluoride 42 1945–2005 100%
8% of limit ↑ 24% above
Uranium 5 1954–1983 100%
2% of limit ~ typical
Hardness 40 1988–1996 95% ↓ 29% below
Sodium 114 1945–2023 99% ↑ 954% above
Nitrate 1 1952 0%
Nitrite 1 1962 0%
pH 18 1950–2021 94% ↓ 26% below
Manganese 1 1950 0%
Total Coliform 1 1970 0%
E. coli 1 2004 0%
Fecal Coliform 2 1991–2010 0%
PFBS municipal 60 2023–2025 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)

  • Chloride 149 samples
  • Sulfate 65 samples
  • PFOA 62 samples
  • PFNA 62 samples
  • PFOS 60 samples
  • PFHxS 60 samples
  • HFPO-DA (GenX) 60 samples
  • Fluoride 42 samples
  • Hardness 40 samples
  • Sodium 114 samples
  • pH 18 samples
  • PFBS 60 samples

Limited data (<15 samples) — interpret with caution

  • Iron 11 samples
  • Lead 11 samples
  • Arsenic 7 samples
  • Radon 2 samples
  • Uranium 5 samples
  • Nitrate 1 sample
  • Nitrite 1 sample
  • Manganese 1 sample
  • Total Coliform 1 sample
  • E. coli 1 sample
  • Fecal Coliform 2 samples

CDC Health Outcome Correlations

Where contaminants detected in Milwaukee 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 Milwaukee County Prevalence WI Average Source Year
Arsenic Cancer prevalence 5.7% 7.0% 2020
Arsenic Kidney disease rate 3.1% 2.9% 2020
Lead Heart disease rate 5.8% 6.5% 2020

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