Data & Methodology — Columbia County

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

Contaminant Data — All Analytes

2797 total samples analyzed across 23 analytes. Data spans 1957 to 2022.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. NY Avg
Radon 19 1994–2018 100%
47% of limit ↓ 64% below
Iron 9 1957–1966 89%
25% of limit ↓ 84% below
Chloride 53 1957–2021 100%
5% of limit ↓ 91% below
Lead 65 1991–2018 100%
3% of limit ↓ 94% below
Sulfate 40 1957–2013 100%
7% of limit ↓ 60% below
Uranium 9 2008–2018 100%
1% of limit ↓ 67% below
PFOA municipal 6 2023–2025 0%
0% of limit
Manganese 2 1957–1964 50%
80% of limit ↓ 24% below
PFNA municipal 6 2023–2025 0%
0% of limit
HFPO-DA (GenX) municipal 6 2023–2025 0%
0% of limit
PFHxS municipal 6 2023–2025 0%
0% of limit
PFOS municipal 6 2023–2025 0%
0% of limit
Fluoride 1 1957 0%
Hardness 26 2003–2008 100% ↓ 45% below
Fecal Coliform 1 2008 0%
Total Coliform 1 2008 0%
E. coli 1 2008 0%
Nitrate 1 1970 0%
Arsenic 1 1971 0%
Sodium 39 1957–2018 100% ↓ 83% below
pH 5 1957–1992 100% ~ typical
PFBS municipal 6 2023–2025 0%
Nitrite 1 1973 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)

  • Radon 19 samples
  • Chloride 53 samples
  • Lead 65 samples
  • Sulfate 40 samples
  • Hardness 26 samples
  • Sodium 39 samples

Limited data (<15 samples) — interpret with caution

  • Iron 9 samples
  • Uranium 9 samples
  • PFOA 6 samples
  • Manganese 2 samples
  • PFNA 6 samples
  • HFPO-DA (GenX) 6 samples
  • PFOS 6 samples
  • Fluoride 1 sample
  • Fecal Coliform 1 sample
  • Total Coliform 1 sample
  • E. coli 1 sample
  • Nitrate 1 sample
  • Arsenic 1 sample
  • pH 5 samples
  • Nitrite 1 sample

CDC Health Outcome Correlations

Where contaminants detected in Columbia 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 Columbia County Prevalence NY Average Source Year
Lead Heart disease rate 8.0% 6.4% 2020
Radon Cancer prevalence 8.7% 6.7% 2020

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