Data & Methodology — Chippewa County

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

Contaminant Data — All Analytes

39 well testing events on record, covering 18 analytes. Data spans 1957 to 2023.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. MN Avg
Iron 21 1965–1998 100%
584% of limit ~ typical
Manganese 21 1965–1998 100%
174% of limit ↓ 54% below
Sulfate 23 1965–2014 100%
105% of limit ↑ 343% above
Arsenic 2 1995 100%
209% of limit ↑ 159% above
Lead 2 1995 50%
174% of limit ↑ 193% above
PFOA municipal 8 2023 75%
26% of limit ↑ 604% above
Nitrate 23 1965–1998 87%
0% of limit ↓ 99% below
Chloride 31 1965–2025 100%
3% of limit ↓ 75% below
Fluoride 21 1965–1998 100%
8% of limit ~ typical
HFPO-DA (GenX) municipal 2 2023 0%
Nitrite 17 1989–1998 76%
0% of limit ↓ 95% below
PFHxS municipal 3 2023 33%
50% of limit
PFNA municipal 3 2023 33%
2% of limit
PFOS municipal 9 2023 78%
35% of limit
Sodium 21 1965–1998 100%
↑ 114% above
pH 9 1965–1992 100%
~ typical
PFBS municipal 3 2023 33%
Hardness 6 1965–1982 100%
↑ 88% above

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)

  • Iron 21 samples
  • Manganese 21 samples
  • Sulfate 23 samples
  • Nitrate 23 samples
  • Chloride 31 samples
  • Fluoride 21 samples
  • Nitrite 17 samples
  • Sodium 21 samples

Limited data (<15 samples) — interpret with caution

  • Arsenic 2 samples
  • Lead 2 samples
  • PFOA 8 samples
  • PFHxS 3 samples
  • PFNA 3 samples
  • PFOS 9 samples
  • pH 9 samples
  • PFBS 3 samples
  • Hardness 6 samples

Public vs. Private Water in Chippewa County

20 Active public water systems
9,402 Residents on public water

Public water systems in Chippewa 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 Chippewa 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 Chippewa County Prevalence MN Average Source Year
Arsenic Cancer prevalence 6.0% 7.0% 2020
Arsenic Kidney disease rate 2.7% 2.9% 2020
Lead Heart disease rate 8.4% 6.6% 2020

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