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Each task links to the page that does it. Who builds this site and why is on the About page.

Common questions

Who runs MN Public Tools?

Dan Swenson, an attorney who serves on the Nowthen City Council through the end of 2026, builds it as an independent project. It is not a government publication and takes no government funding. (About)

Where do the numbers on this site come from?

From public records such as city budgets, council packets, state and county tax data, audits, and court filings. Each figure links to the record it came from. (Method)

Is AI used to make this site?

The search tool uses AI to read the records and cite them. Each table states where its figures came from, and anything AI extracted is labeled AI-extracted so you can check the source. (Label glossary)

How do I report an error?

Use the report form. Corrections are logged publicly on the changes page. (Report an error)

What the labels mean

Most figures carry no label. A table or chart states its source once, and only the exceptions are marked. The labels below mean the same thing on every page.

Where a record or figure came from

Source checked
A person compared this against the original document and confirmed or corrected it.
Official data
Copied or imported from a named government source without AI interpretation.
AI-extracted
Identified by AI from the meeting record. It may be wrong, so check the linked source before relying on it.
Transcript-derived
Inferred from a meeting recording or auto-caption, not the official minutes. Check it against the minutes when they post.
Agenda-only
Based on the posted agenda or packet. Final outcomes are not recorded yet because the meeting has not happened or the minutes are not out.
Minutes not in this archive
This archive does not hold minutes for this meeting yet. The city may have posted them, or draft minutes may sit in a later meeting packet.
Outcome unknown
The record we have does not say how this resolved.
Dormant
No recent activity, and a final disposition is not on file. It may already be resolved.
Needs human review
Flagged for a reviewer and not yet checked against the source.
Scenario assumption
A modeled what-if (for example a Tax Lab projection), not a figure recorded in the budget.

Who is speaking

The record, The numbers, Tool
A page built from public records, budget figures, or a calculator. No opinion.
Dan’s analysis
Signed analysis by Dan Swenson, shown in amber. It is his reading of the record, and every figure links back to it.
Opinion
Dan’s view on what should happen, kept apart from the record.
Experimental
A new page or tool still being checked. Use the linked sources before relying on it.

How a number was made

Calculated, Computed
Worked out on this site from official figures, with the method shown.
Estimate, Scale estimate
An approximation, either from a city or vendor estimate or a rough sense of size. Not a recorded amount.
Assumption
A starting value a calculator uses, such as a lot size. You can change it.
Scenario, Your scenario
A what-if from a calculator, using values you chose or the default ones. Not a forecast and not a budget figure.
Not yet checked by hand
Read from an official document without AI, but a person has not compared it line by line yet.

Where money is in the process

Proposed, Adopted
A proposed budget or levy is a draft. The adopted one is what the council approved.
Estimate, Quote, Accepted bid
What a project was expected to cost, from the engineer, a vendor, or the winning bid.
Contract, Payment
What the council agreed to pay, and what the city actually paid.
Audited
From a city’s audited financial statements, the most reliable figure for a past year.

Fraud cases

Alleged amount
An amount in a charge or complaint. Not proven.
Charged, Pleaded guilty, Convicted
Where a defendant’s case stands in court.
Court-attributed loss
The loss a judge attributed to a defendant at sentencing.
Media estimate
A number a news organization created or adopted without a matching government or court figure.