Data & Methodology — Crawford County

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

Contaminant Data — All Analytes

14132 total samples analyzed across 22 analytes. Data spans 1928 to 2023.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. PA Avg
Iron 4 1928 75%
140% of limit ↓ 47% below
Radon 13 1996–2019 100%
67% of limit ↓ 63% below
Lead 31 1998–2023 97%
16% of limit ↓ 78% below
Chloride 57 1928–2020 98%
6% of limit ↓ 61% below
PFOS municipal 225 2025 8%
0% of limit ↓ 100% below
PFOA municipal 224 2025 3%
0% of limit ↓ 100% below
Uranium 2 2019–2020 50%
0% of limit ↓ 85% below
Nitrite 8 1998–2007 88%
4% of limit ~ typical
PFNA municipal 6 2023–2024 0%
0% of limit
HFPO-DA (GenX) municipal 131 2025 0%
0% of limit
Sulfate 24 1928–1974 96%
7% of limit ↓ 83% below
Fluoride 8 1964–1974 88%
10% of limit ↑ 142% above
PFHxS municipal 6 2023–2024 0%
0% of limit
Fecal Coliform 1 2003 0%
Hardness 1 2003 0%
Nitrate 1 1929 0%
Sodium 41 1928–2020 98% ↓ 70% below
pH 12 1964–2019 100% ~ typical
Manganese 1 1964 0%
Arsenic 1 1979 0%
E. coli 1 2017 0%
PFBS municipal 130 2025 2%
↓ 100% 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 PA.

Data Coverage & Gaps

Well-sampled analytes (15+ samples)

  • Lead 31 samples
  • Chloride 57 samples
  • PFOS 225 samples
  • PFOA 224 samples
  • HFPO-DA (GenX) 131 samples
  • Sulfate 24 samples
  • Sodium 41 samples
  • PFBS 130 samples

Limited data (<15 samples) — interpret with caution

  • Iron 4 samples
  • Radon 13 samples
  • Uranium 2 samples
  • Nitrite 8 samples
  • Fluoride 8 samples
  • Fecal Coliform 1 sample
  • Hardness 1 sample
  • Nitrate 1 sample
  • pH 12 samples
  • Manganese 1 sample
  • Arsenic 1 sample
  • E. coli 1 sample

Public vs. Private Water in Crawford County

180 Active public water systems
55,253 Residents on public water
34% Households on private wells

Public water systems in Crawford County are regulated by the EPA and must test and report contaminant levels. Private well owners are responsible for their own testing — there is no routine monitoring of private wells by any government agency.

CDC Health Outcome Correlations

Where contaminants detected in Crawford 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 Crawford County Prevalence PA Average Source Year
PFOA Cancer prevalence 6.1% 7.0% 2020
Lead Heart disease rate 8.6% 7.2% 2020

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

Last updated: 2026-05-28

Full methodology →