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

10174 total samples analyzed across 21 analytes. Data spans 0001 to 2023.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. MN Avg
Iron 69 1961–2017 100%
160% of limit ↓ 71% below
Manganese 7 1961–1964 86%
100% of limit ↓ 74% below
Sulfate 49 1960–2022 100%
62% of limit ↑ 163% above
Lead 23 1969–2008 96%
16% of limit ↓ 74% below
Arsenic 23 1970–1997 100%
64% of limit ↓ 21% below
PFOA municipal 6 100%
28% of limit ↑ 633% above
PFHxS municipal 2 2023 0%
0% of limit
PFNA municipal 2 2023 0%
0% of limit
HFPO-DA (GenX) municipal 2 2023 0%
0% of limit
PFOS municipal 7 100%
35% of limit
Nitrite 18 1968–2007 94%
6% of limit ↓ 39% below
Fluoride 22 1962–1997 100%
8% of limit ~ typical
Chloride 13 1962–1964 92%
2% of limit ↓ 81% below
PFBS municipal 2 2023 0%
E. coli 1 2020 0%
Total Coliform 1 2020 0%
Fecal Coliform 1 2007 0%
Hardness 23 1–2023 100% ↑ 37% above
Nitrate 1 1961 0%
Sodium 43 1962–2022 98% ↓ 30% below
pH 14 1957–2023 86% ~ typical

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 69 samples
  • Sulfate 49 samples
  • Lead 23 samples
  • Arsenic 23 samples
  • Nitrite 18 samples
  • Fluoride 22 samples
  • Hardness 23 samples
  • Sodium 43 samples

Limited data (<15 samples) — interpret with caution

  • Manganese 7 samples
  • PFOA 6 samples
  • PFHxS 2 samples
  • PFNA 2 samples
  • PFOS 7 samples
  • Chloride 13 samples
  • PFBS 2 samples
  • E. coli 1 sample
  • Total Coliform 1 sample
  • Fecal Coliform 1 sample
  • Nitrate 1 sample
  • pH 14 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: 2026-06-12

Full methodology →