Assisted living data by state and HUD 232 ALF loans: CSV, JSON

Files

Dataset	Rows	As of	Download
Assisted living by stateLicensing agency and license types, licensed supply from 13 state lists, CDC survey estimates, HUD 232 counts	51	Built October 24, 2026	CSV (20 KB) · JSON (64 KB)
Active HUD 232 assisted living loansAssisted living and board and care, one row per FHA project number	1,198	HUD file September 30, 2026	CSV (183 KB) · JSON (344 KB)

manifest.json lists both files with row counts, sizes, keys and the column dictionaries below, so a script can find the current file names without scraping this page.

What the state file can and cannot tell you

Supply counts exist only for the 13 states that publish a downloadable list with each facility's capacity. Elsewhere those columns are blank and the CDC estimate is the only count. The lists don't define assisted living the same way: Pennsylvania's covers personal care homes, California's covers every licensed RCFE including six-bed homes, and some states count units instead of beds (capacity_unit says which). Each state's list keeps its own date in list_as_of. Compare a state with itself over time before comparing it with its neighbor.

The CDC columns are the 2020 NPALS state estimates, the newest wave with state rows; CDC rounds them. The licensing columns were checked by hand against each agency's site on October 24, 2026, and anything we couldn't confirm there is left out. The methodology has the parsing rules for each state list.

There is no facility-by-facility file here. The site keeps the totals from each state list, not the facility rows, and the 13 lists identify facilities in 13 different formats.

State file columns

Column	What it holds
`state`	Two-letter code. The key.
`state_name`	State name.
`licensing_agency`	Agency that licenses assisted living.
`license_types`	License types and names the state uses.
`program_url`	The agency's assisted living program page.
`list_url`	The agency's downloadable facility list, where one exists.
`list_note`	Why there is no usable list, where there is none.
`list_as_of`	Date or edition of the state list we counted.
`list_label`	What the state list covers.
`licensed_facilities`	Licensed facilities with a capacity above zero in the state list.
`licensed_capacity`	Their total licensed capacity.
`capacity_unit`	beds or units, as the state reports it.
`facilities_20_plus`	Facilities with 20 or more beds or units (HUD 232's minimum size).
`capacity_20_plus`	Capacity in those facilities.
`facilities_6_or_fewer`	Homes with 6 or fewer beds or units.
`median_size`	Median capacity per facility.
`memory_care_facilities`	Facilities with dementia or memory care capacity, where the list reports it.
`memory_care_capacity`	That capacity.
`memory_care_label`	What the state calls it.
`cdc_year`	Wave of CDC/NCHS NPALS state estimates used.
`cdc_communities`	Residential care communities (CDC estimate, rounded by CDC).
`cdc_beds`	Beds (CDC estimate).
`cdc_avg_beds`	Average beds per community.
`cdc_residents`	Residents (CDC estimate).
`cdc_for_profit_pct`	Share of communities for-profit.
`cdc_chain_pct`	Share chain affiliated.
`cdc_medicaid_certified_pct`	Share Medicaid certified.
`cdc_dementia_only_pct`	Share of communities serving only people with dementia.
`cdc_dementia_any_pct`	Share dementia-only or with a dementia unit.
`cdc_residents_85_plus_pct`	Share of residents 85 and older.
`cdc_residents_dementia_pct`	Share of residents with Alzheimer disease or other dementias.
`hud_active_alf_loans`	Active FHA-insured Section 232 assisted living loans in the state.
`hud_active_alf_upb`	Their unpaid principal balance, dollars.
`hud_active_alf_rate_median`	Median note rate of those loans, percent.
`hud_active_alf_at_5pct_plus`	Of those, loans at 5% or more.
`hud_active_board_care_loans`	Active board and care loans in the state.
`hud_endorsed_alf_since_fy2001`	Assisted living loans HUD endorsed since fiscal 2001.
`hud_endorsed_alf_amount`	Their original principal, dollars.
`hud_endorsed_alf_since_fy2021`	Of those, endorsed since fiscal 2021.
`hud_endorsed_alf_new_construction`	Of those, new construction or substantial rehabilitation.

Loan file columns

Column	What it holds
`fha`	FHA project number. The key.
`state`	State.
`city`	City as HUD writes it.
`project_name`	Project name as HUD writes it.
`kind`	Assisted living or Board and care.
`units`	Units or beds in HUD's file.
`original_amount`	Original insured amount, dollars.
`rate`	Note rate, percent.
`upb`	Unpaid principal balance, dollars.
`maturity`	Maturity date.
`endorsed`	Endorsement date.
`section_of_act`	HUD section of the act and program code.

JSON endpoint and rate ticker

/api/live?ids=UST10,UST5,SOFR returns the latest Treasury par yields and SOFR with their dates, a week-ago and month-ago reading, a freshness flag and the publisher's citation, open to requests from any origin. Add &history=60 for the last 60 readings. The same figures come as a small ticker you can paste into your own page:

<iframe src="https://hudassistedliving.loan/embed/rates?ids=UST10,UST5,SOFR" width="100%" height="150" style="border:0" title="Rates from ALF Atlas" loading="lazy"></iframe>

Change ids for other series (UST1M to UST30, SOFR30, SOFR90, EFFR, PRIME, PMMS30) or add &theme=dark.

License

The federal data in these files (HUD, CDC) is public domain. The supply columns are our counts from lists each state agency publishes; the lists themselves are not redistributed here. Our compilation is yours to use under Creative Commons Attribution 4.0: credit it as "Data: ALF Atlas (hudassistedliving.loan)" with a link to this page. SOFR in the ticker comes from the Federal Reserve Bank of New York under its terms of use. No warranty: counts depend on what each state publishes, and files go out of date. For a bulk feed or licensing on other terms, write to desk@janover.co.

ALF Atlas is not affiliated with or endorsed by HUD, FHA, CDC or any state agency.

Download the state data