Data & Methodology — Saratoga County

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

Contaminant Data — All Analytes

18241 total samples analyzed across 23 analytes. Data spans 1951 to 2023.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. NY Avg
Iron 54 1951–1974 98%
107% of limit ↓ 32% below
Radon 37 1993–2022 97%
28% of limit ↓ 79% below
Sulfate 68 1951–2017 100%
5% of limit ↓ 67% below
Arsenic 6 1970–1974 83%
50% of limit ↑ 25% above
Chloride 44 1951–1969 98%
2% of limit ↓ 96% below
Fluoride 3 1953 67%
4% of limit ↓ 25% below
Uranium 32 1993–2023 100%
1% of limit ↓ 53% below
HFPO-DA (GenX) municipal 85 2023–2025 0%
0% of limit
PFHxS municipal 85 2023–2025 0%
0% of limit
PFNA municipal 85 2023–2025 0%
0% of limit
PFOA municipal 85 2023–2025 0%
0% of limit
PFOS municipal 85 2023–2025 0%
0% of limit
Nitrate 1 1958 0%
Fecal Coliform 1 1987 0%
Total Coliform 1 1988 0%
E. coli 1 2006 0%
PFBS municipal 85 2023–2025 0%
Hardness 45 2001–2012 100% ↓ 54% below
Nitrite 1 1969 0%
Lead 1 1972 0%
pH 11 1951–2011 91% ~ typical
Sodium 89 1951–2017 100% ↓ 89% below
Manganese 1 1953 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 NY.

Data Coverage & Gaps

Well-sampled analytes (15+ samples)

  • Iron 54 samples
  • Radon 37 samples
  • Sulfate 68 samples
  • Chloride 44 samples
  • Uranium 32 samples
  • PFNA 85 samples
  • PFOA 85 samples
  • PFOS 85 samples
  • Hardness 45 samples
  • Sodium 89 samples

Limited data (<15 samples) — interpret with caution

  • Arsenic 6 samples
  • Fluoride 3 samples
  • Nitrate 1 sample
  • Fecal Coliform 1 sample
  • Total Coliform 1 sample
  • E. coli 1 sample
  • Nitrite 1 sample
  • Lead 1 sample
  • pH 11 samples
  • Manganese 1 sample

CDC Health Outcome Correlations

Where contaminants detected in Saratoga 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 Saratoga County Prevalence NY Average Source Year
Radon Cancer prevalence 7.7% 6.7% 2020

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