Trust & methodology

Where our numbers come from

Every figure in FuturePath traces to a public dataset. This page lists each one, what it powers, and how fresh it is right now — including the ones that are currently unavailable.

Powering what you see(7)

BLS Wage & Employment Data
Live
  • Wage percentiles (p10/p25/median/p75/p90)
  • Conservative lower-end wage estimate
  • Affordability verdict

If it is unavailable: Bundled OEWS reference data, labelled seed.

Refreshed 12 hours ago1 recordsOfficial documentation
Census ACS (income & rent)
Live
  • Local cost-of-living inputs
  • Required-income estimate

If it is unavailable: Seed location stats, labelled seed.

Refreshed 4 weeks ago1 recordsOfficial documentation
College Scorecard (cost & earnings)
Live
  • Institution search (name, state, city, ZIP, type, program length, HBCU, HSI, online)
  • Net price, tuition, median debt, completion rate, admission rate, enrollment
  • Median earnings 6 and 10 years after entry
  • Side-by-side institution comparison

If it is unavailable: None by design. When unconfigured or upstream fails the feature returns 503 and the page says data is unavailable — it never substitutes sample institutions.

Refreshed 4 weeks ago22 recordsOfficial documentation
EIA gasoline prices
Live
  • Transportation line item in the required-income breakdown

If it is unavailable: Seed fuel price, labelled seed.

Refreshed 3 days ago1 recordsOfficial documentation
FRED economic indicators
Live
  • Life-stage salary projections restated in current dollars
  • Education-cost and debt trajectory restated in current dollars
  • The vintage-and-CPI basis line shown under the Future Timeline

If it is unavailable: Projections stay in their source-year dollars and no restatement basis is claimed. getCpiAdjustment returns null rather than a neutral 1.0 factor, because a silent 1.0 is indistinguishable from asserting there has been no inflation.

Refreshed 12 hours ago1 recordsOfficial documentation
HUD Fair Market Rents
Live
  • Housing line item in the required-income breakdown

If it is unavailable: Seed rent figures, labelled seed.

Refreshed 4 weeks ago1 recordsOfficial documentation
O*NET (skills & tasks)
Live
  • Task statements — what a typical day involves
  • Top skills the occupation leans on
  • Interest profile the occupation suits

If it is unavailable: Each of the three fields falls back independently to bundled occupation text, and the card only renders the fields that came back live. Seed content is never shown under an O*NET label.

Refreshed 2 months ago31 recordsOfficial documentation

Connected, but not behind any number

These are wired up but no figure you see is calculated from them. They are listed because a source that refreshes successfully can otherwise look like evidence it is not providing.

BasketIndex cost-of-living

Bundled data

No BASKETINDEX_API_URL is set, so this always returns modelled sample values.

FuturePath never invents a figure to fill a gap. When a source cannot be reached we either fall back to a clearly-labelled bundled copy or show nothing at all — which is why some fields read “Not available” rather than carrying an estimate. How the recommendations are calculated.