← Back to Tools
← Home

Methodology & Data Sources

Last reviewed: August 2026

Why this page exists: every calculator on this site turns published data into an estimate. This page explains where that data comes from, how we turn it into a number, how often we review it, and what our estimates can't account for — so you can judge how much weight to put on a result.

Three kinds of numbers on this site

We try to keep these clearly separate wherever a page displays a number:

Where our data comes from

Data typePrimary sources we use
Federal income tax brackets, standard deductions, FICA ratesInternal Revenue Service (irs.gov) published guidance for the current tax year
State income tax rates and bracketsEach state's official department of revenue or taxation website
Mortgage interest ratesFreddie Mac's Primary Mortgage Market Survey (PMMS), the most widely cited weekly average rate benchmark
Home pricesState and local Realtor association reports and/or Census Bureau housing data, specified per page
Property tax ratesState and county assessment/taxation agencies
Income, rent, and cost-of-living figuresU.S. Census Bureau (American Community Survey), Bureau of Labor Statistics (Consumer Expenditure Survey, CPI), and, where noted, the MIT Living Wage Calculator
Down payment assistance / first-time buyer programsThe official state or local housing finance agency administering the program

Where a page cites a source, we're working toward every citation being a clickable link directly to that source rather than a plain text mention — this is an active project, and pages are updated to that standard as we review them (see "Review status" below).

How our calculators do the math

Paycheck calculator (PayCalc Pro)

Applies the current federal income tax brackets and standard deduction to your entered income and filing status, then calculates Social Security (6.2% up to the annual wage base) and Medicare (1.45%, plus the 0.9% Additional Medicare Tax above the applicable threshold), then applies your state's income tax brackets where the state has one. The result is gross pay minus these withholdings, before any employer-specific pre-tax or post-tax deductions you may have (401(k), health insurance, etc.), which you can enter separately where the calculator supports it.

Home & car affordability calculators

Use standard debt-to-income (DTI) guidelines — commonly a 28% housing-to-income ratio and a 36% total-debt-to-income ratio for mortgages, and a lower threshold for auto loans — combined with the interest rate, loan term, and costs (property tax, insurance, HOA where applicable) you enter or that we estimate for your area. This produces an estimated affordable purchase price and monthly payment. It is not a loan pre-approval and does not reflect any specific lender's underwriting rules.

Debt payoff calculator

Runs the standard snowball (smallest balance first) and avalanche (highest interest rate first) payoff formulas against the balances, rates, and minimum payments you enter, and projects a payoff timeline for each strategy using standard amortization math.

Cost-of-living and state pages

Combine Census and BLS income/spending data with state and local tax rates to describe what a household in that state or metro area typically pays for housing, taxes, and everyday costs. These are population-level averages, not a quote for any individual household.

What our estimates do not account for

Review status

We're in the middle of an active, page-by-page review of the site (August 2026 onward): adding "last reviewed" dates, replacing plain-text source mentions with clickable links to the original data, and rebuilding pages that relied too heavily on a shared template instead of state-specific research. Pages that have been through this review show a "Last reviewed" date near the top or in the sources section. Pages that haven't been reviewed yet may still use the older format — we'd rather tell you that plainly than pretend every page is already at the same standard.

Something looks wrong?

If you spot a number that looks outdated or incorrect, we want to know. Email illvisionmedia.co@gmail.com with the page and the figure in question.