The short answer: Every figure on a city page comes from a named source, and the page names that source with the date I read it. Estimates are labeled as estimates. When a source shows I got something wrong, I fix the page, quote the source in it, and log the change on the corrections page.
Where the numbers come from
Every figure on a city page is a published, named and dated figure from a named source. I never invent one. The sources include HUD, the Census Bureau’s American Community Survey, Redfin listings, Zumper and RentCafe rents, Freddie Mac mortgage rates and state housing finance agencies.
The sources list on each page names them, with the date I read each one.
Estimates and dates
Property taxes and some other costs are estimates, and the page labels them that way. Mortgage rates carry the date they were true.
Rankings publish their method
Rankings and screens publish their method. The Foothold Index states the screen a metro has to pass. The data and the method are on the open data page and in the methods note, so you can check my work.
Down payment programs
I list a down payment program only when the program’s own document says it can be used on a two-to-four-unit home. When that is unclear, the page says “not confirmed”.
Checked before it publishes
Before a new page publishes, a separate review that did not draft it checks the page against its sources, and anything it flags is fixed or held.
Quotes from local agents
I publish a local agent’s quote only with their permission. The quote is verbatim, credited to them and linked.
How I use AI
I use AI tools to help gather data, draft and check pages. Every figure is checked against its source, and I decide what publishes. The disclosure page has more detail.
Corrections
When a source contradicts a page, I amend the page and quote the source in it. The change is logged on the corrections page with the text before and after.
If you find an error, tell me.
What this site is not
This site is education, not financial, legal or tax advice. Check your numbers with your lender and your CPA before you act on them.
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