Data & Methodology — Swain County

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

Contaminant Data — All Analytes

57674 total samples analyzed across 22 analytes. Data spans 1954 to 2021.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. NC Avg
Radon 1 2014 100%
1467% of limit ↑ 942% above
Manganese 8 1974–2014 88%
13% of limit ↓ 88% below
PFNA municipal 4 2024 0%
0% of limit
PFOS municipal 4 2024 0%
0% of limit
Fluoride 2 1954–1957 50%
2% of limit ↓ 50% below
PFOA municipal 4 2024 0%
0% of limit
PFHxS municipal 4 2024 0%
0% of limit
HFPO-DA (GenX) municipal 4 2024 0%
0% of limit
Sulfate 16 1954–1959 94%
1% of limit ↓ 84% below
Chloride 35 1954–2014 97%
0% of limit ↓ 96% below
Iron 2 1954–1957 50%
3% of limit ↓ 97% below
Arsenic 2 1971–1974 50%
100% of limit ↑ 53% above
Nitrite 2 2009–2018 100%
0% of limit ↓ 88% below
Sodium 64 1954–2011 98% ↓ 93% below
Total Coliform 1 1969 0%
Fecal Coliform 1 1974 0%
Uranium 1 1977 0%
Hardness 28 1975–2018 100% ↓ 74% below
Nitrate 1 1959 0%
E. coli 2 2010 0%
PFBS municipal 4 2024 0%
pH 17 1954–2019 94% ↓ 22% below

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 NC.

Data Coverage & Gaps

Well-sampled analytes (15+ samples)

  • Sulfate 16 samples
  • Chloride 35 samples
  • Sodium 64 samples
  • Hardness 28 samples
  • pH 17 samples

Limited data (<15 samples) — interpret with caution

  • Radon 1 sample
  • Manganese 8 samples
  • PFNA 4 samples
  • PFOS 4 samples
  • Fluoride 2 samples
  • PFOA 4 samples
  • Iron 2 samples
  • Arsenic 2 samples
  • Nitrite 2 samples
  • Total Coliform 1 sample
  • Fecal Coliform 1 sample
  • Uranium 1 sample
  • Nitrate 1 sample
  • E. coli 2 samples

CDC Health Outcome Correlations

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

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

Last updated: 2026-05-28

Full methodology →