Data & Methodology — Madison County

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

Contaminant Data — All Analytes

3088 total samples analyzed across 23 analytes. Data spans 1955 to 2023.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. NY Avg
Radon 18 2002–2022 100%
35% of limit ↓ 73% below
Sulfate 60 1955–2022 100%
17% of limit ~ typical
Chloride 50 1955–2022 100%
9% of limit ↓ 84% below
Iron 9 1955–1967 89%
35% of limit ↓ 78% below
Manganese 2 1955–1958 50%
80% of limit ↓ 24% below
Arsenic 2 1972 50%
10% of limit ↓ 75% below
Uranium 14 2002–2022 93%
1% of limit ↓ 27% below
PFOA municipal 16 2024–2025 0%
0% of limit
HFPO-DA (GenX) municipal 16 2024–2025 0%
0% of limit
PFHxS municipal 16 2024–2025 0%
0% of limit
PFNA municipal 16 2024–2025 0%
0% of limit
PFOS municipal 16 2024–2025 0%
0% of limit
PFBS municipal 16 2024–2025 0%
Sodium 67 1955–2021 100% ↓ 85% below
pH 5 1955–2009 80% ~ typical
Fluoride 1 1958 0%
Nitrite 1 1968 0%
Nitrate 1 1966 0%
Lead 1 1972 0%
Total Coliform 1 2005 0%
Fecal Coliform 1 2005 0%
E. coli 1 2005 0%
Hardness 9 2004–2012 100% ↑ 90% above

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 NY.

Data Coverage & Gaps

Well-sampled analytes (15+ samples)

  • Radon 18 samples
  • Sulfate 60 samples
  • Chloride 50 samples
  • PFOA 16 samples
  • HFPO-DA (GenX) 16 samples
  • PFNA 16 samples
  • PFOS 16 samples
  • Sodium 67 samples

Limited data (<15 samples) — interpret with caution

  • Iron 9 samples
  • Manganese 2 samples
  • Arsenic 2 samples
  • Uranium 14 samples
  • pH 5 samples
  • Fluoride 1 sample
  • Nitrite 1 sample
  • Nitrate 1 sample
  • Lead 1 sample
  • Total Coliform 1 sample
  • Fecal Coliform 1 sample
  • E. coli 1 sample
  • Hardness 9 samples

CDC Health Outcome Correlations

Where contaminants detected in Madison 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 Madison County Prevalence NY Average Source Year
Radon Cancer prevalence 6.1% 6.7% 2020

Source: CDC PLACES county-level estimates. Raw data: Download Madison 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 NY with at least one sample for that analyte.

Last updated: 2026-05-27

Full methodology →