Data & Methodology — Dakota County

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

Contaminant Data — All Analytes

927 well testing events on record, covering 22 analytes. Data spans 1939 to 2025.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. MN Avg
PFOS municipal 376 2023–2025 82%
1382% of limit
PFOA municipal 317 2005–2025 80%
2100% of limit ↑ 55900% above
PFHxS municipal 212 2023–2025 73%
350% of limit
Iron 489 1960–2025 72%
130% of limit ↓ 76% below
Manganese 451 1960–2025 70%
121% of limit ↓ 68% below
Nitrate 229 1960–2018 77%
19% of limit ~ typical
PFNA municipal 195 2006–2025 55%
19% of limit
Radon 13 1996–2014 100%
7% of limit ↓ 92% below
Arsenic 365 1974–2025 45%
9% of limit ↓ 88% below
Chloride 609 1960–2025 96%
6% of limit ↓ 55% below
Lead 365 1974–2025 9%
1% of limit ↓ 98% below
Fluoride 415 1960–2025 77%
5% of limit ↓ 44% below
HFPO-DA (GenX) municipal 90 2022–2025 0%
Nitrite 135 1974–2018 26%
1% of limit ↓ 67% below
Sulfate 528 1960–2025 99%
8% of limit ↓ 68% below
Uranium 37 1980–2018 86%
4% of limit ~ typical
Total Coliform 8 2000–2018 19%
Sodium 513 1960–2025 100%
↓ 87% below
pH 493 1960–2020 100%
~ typical
PFBS municipal 205 2023–2025 71%
Hardness 218 1960–2018 100%
~ typical
E. coli 8 2000–2018 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 MN.

Data Coverage & Gaps

Well-sampled analytes (15+ samples)

  • PFOS 376 samples
  • PFOA 317 samples
  • PFHxS 212 samples
  • Iron 489 samples
  • Manganese 451 samples
  • Nitrate 229 samples
  • PFNA 195 samples
  • Arsenic 365 samples
  • Chloride 609 samples
  • Lead 365 samples
  • Fluoride 415 samples
  • HFPO-DA (GenX) 90 samples
  • Nitrite 135 samples
  • Sulfate 528 samples
  • Uranium 37 samples
  • Sodium 513 samples
  • pH 493 samples
  • PFBS 205 samples
  • Hardness 218 samples

Limited data (<15 samples) — interpret with caution

  • Radon 13 samples
  • Total Coliform 8 samples
  • E. coli 8 samples

Public vs. Private Water in Dakota County

135 Active public water systems
391,434 Residents on public water

Public water systems in Dakota 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 Dakota 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 Dakota County Prevalence MN Average Source Year
Arsenic Cancer prevalence 6.1% 7.0% 2020
Arsenic Kidney disease rate 2.3% 2.9% 2020
Lead Heart disease rate 4.8% 6.6% 2020

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

Last updated: 2026-07-15

Full methodology →