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Trust · Data sources

Where our numbers come from.

Each dataset, who publishes it, what we use it for, its licence or terms, and when we last loaded it. When a source is missing or stale, the page that uses it says so.

Page checked 2026-10-05
DatasetUsed forLicence / termsAs ofLast sync
HUD Small Area Fair Market Rents, FY2027
U.S. Department of Housing and Urban Development (PD&R)
Fair Rent Check and the Fair Rent band in Before-You-Pay
Public domain (work of the U.S. Government)
No licence needed
FY20272026-10-05 · 51,871 rows
HUD Fair Market Rents (metro and county), FY2027
U.S. Department of Housing and Urban Development (PD&R)
Area-level context for ZIPs outside Small Area FMR coverage (not yet shown in a tool)
Public domain (work of the U.S. Government)
No licence needed
FY20272026-10-05 · 4,764 rows
NYC Primary Land Use Tax Lot Output (PLUTO), dataset 64uk-42ks
NYC Department of City Planning via NYC Open Data
Owner-of-record match (match-only; names never shown)
NYC Open Data terms of use
NYC Open Data
Owner panel off · terms review pending
Live query, cached 24 hoursLive
NYC HPD Multiple Dwelling Registrations (tesw-yqqr) and Registration Contacts (feu5-w2e2)
NYC Department of Housing Preservation and Development via NYC Open Data
Match against the registered managing agent or site manager for buildings with 3+ units (joined by borough, block and lot → registration id)
NYC Open Data terms of use
NYC terms of use
Owner panel off · terms review pending
Live query, cached 24 hoursLive
Cook County Assessor parcel addresses (3723-97qp)
Cook County Assessor’s Office via the Cook County Open Data portal
Owner-of-record match in Cook County, latest tax year (match-only)
Cook County Open Data terms of use
Cook County Open Data terms
Owner panel off · terms review pending
Live query, cached 24 hoursLive
Philadelphia OPA properties (opa_properties_public)
City of Philadelphia Office of Property Assessment, via phl.carto.com
Owner-of-record match in Philadelphia (match-only)
City of Philadelphia terms of use
phila.gov terms of use
Owner panel off · terms review pending
Live query, cached 24 hoursLive
FTC Data Spotlight: rental scams (Dec 22, 2025) and FTC consumer advice
Federal Trade Commission
Quoted figures on scam pages; the source for each Before-You-Pay trigger
Public domain (work of the U.S. Government)
Quoted with citation
Reports Jan 2020 – Jun 2025Re-checked when the FTC publishes
FBI Internet Crime Report 2025
FBI Internet Crime Complaint Center (IC3)
Quoted figures, labelled “all real-estate fraud, not only rentals”
Public domain (work of the U.S. Government)
Quoted with citation
Calendar year 2025Annual
FreeTSA RFC 3161 time-stamp authority
freetsa.org
Optional second timestamp on condition-report receipts
Free public service
freetsa.org
Used for hashes only; no photo is sent
LiveLive
State statutes (deposit, notice to vacate)
Official legislature sites, quoted verbatim
Deposit Clock, Move-Out Plan, letters, state pagesStatute text is not copyrightable; our summaries are originalPer stateReview status
10 sources. Owner-of-record portals are queried live, match-only, and cached for 24 hours; names are never stored or shown.
Data from hud_fmr · FY2027 · sha256 423d1c6f8ef285a0… · synced Oct 5, 2026File
Data from hud_safmr · FY2027 · sha256 532d862a0a95ebb6… · synced Oct 5, 2026File