Ayni — terraced-hillside reciprocity mark
Ayni
Sacred exchange, made visible
doayni.com
Data Sources
33 sources tracked
Know a source we're missing? Suggest it
Source Granularity Update Cadence Last Update
Census County Business Patterns
Establishments, employment, and payroll by county x industry (NAICS).
County Annual 2026-07-20
BLS QCEW
Employment and wages by county x industry x quarter.
County Quarterly 2026-07-19
NCEI Climate (GSOM)
Monthly temperature, precipitation, and snow summaries by county.
County Monthly 2026-07-19
FBI Agency Directory
Nationwide law-enforcement agency roster (ORI). County crosswalk not yet built.
Agency As needed 2026-07-18
Indeed Hiring Lab (Metro)
Job postings index by metro area (CBSA).
Metro (CBSA) Weekly 2026-07-18
Indeed Hiring Lab (State)
Job postings index by state.
State Weekly 2026-07-18
FRED State Unemployment
State-level unemployment rate.
State Monthly never
EIA State Electricity
State-level retail electricity prices.
State Monthly never
FEMA National Risk Index
Composite natural-hazard risk score by county.
County Periodic (FEMA release cycle) 2026-07-19
County Election Returns
Presidential election results by county.
County Every election cycle (~2 years) 2026-07-18
Fed Beige Book (full text)
Regional economic conditions narrative, one report per Fed district.
Fed district (12) ~8x/year 2026-07-30
Fed Beige Book (sentiment)
Extracted tone + per-sector direction/evidence from the Beige Book text.
Fed district (12) ~8x/year 2026-07-30
FRED Fed Funds Target Range
FOMC target range, upper (DFEDTARU) and lower (DFEDTARL) bound. 12-month lookback, not full history.
National Daily (changes only on FOMC decisions) 2026-07-30
Census ACS: Language
Language spoken at home (S1601) by county.
County Annual 2026-07-18
Census ACS: Population
Total population (B01003) by county, all 50 states + DC + PR -- the per-capita denominator for other sources. Independent of metro/edition coverage.
County Annual 2026-07-20
Census Island Areas: Population
2020 Island Areas Census population for Guam/American Samoa/N. Mariana Islands/USVI -- the 4 territories ACS5 doesn't cover at all. One-time vintage, not annual.
County-equivalent (district/municipality/island) Decennial (2020) 2026-07-20
FHFA House Price Index
Home price index by metro area (CBSA). County file is XLSX-only, not ingested.
Metro (CBSA) Quarterly 2026-07-18
CDC PLACES
County-level health measure estimates (crude + age-adjusted prevalence).
County Annual 2026-07-18
County Boundary Geometries
Reference polygons every spatial join (BLM, etc.) runs through. Rarely changes.
County As needed 2026-07-20
BLM Mining Claims
Active mining claims by county (spatial join against county geometries).
County As needed never
Census Business Formation Statistics
County-level file is XLSX-only; the clean API is national-only. Not built.
National (blocked at county) never
Patents (PatentsView/PEDS)
Schema and company/person resolution columns exist; no ingest service built yet.
Company/person never
Housing Starts
New residential construction (starts/permits/completions) by unit type. Census's clean API is national-only -- not even Census region is exposed, despite general docs implying region-level exists.
National only Monthly 2026-07-19
New Home Sales
New single-family houses sold, for-sale inventory, median/average price. Same national-only API restriction as Housing Starts.
National only Monthly 2026-07-19
Building Permits (BPS)
Permits authorized by county -- a different metric from Housing Starts (authorized, not confirmed started), used as the county/metro/jurisdiction substitute since Starts/Sales don't go below national.
County Monthly 2026-07-19
US Airports (OurAirports)
25,104 active US airports, all types (major hubs through small GA/private-jet fields) -- excludes closed airports.
Airport As needed never
DOE National Laboratories
The 17-lab DOE national laboratory system plus PNNL, JPL, and Frederick National Laboratory -- major federal R&D anchor institutions.
Company As needed never
Multi-State Regional Authorities
43 verified interstate compacts and joint authorities (transportation, river-basin/water, federal-state economic development, bi-state transit, natural-resource compacts) -- institutional evidence of functional regions that cross state lines.
Company As needed never
Convening Institutes
Aspen Institute and 14 peer convening/leadership institutes (CFR, Milken Institute, Wilson Center, Atlantic Council, etc.).
Company As needed never
Policy Think Tanks
12 major US policy think tanks spanning the ideological spectrum (Heritage, Cato, AEI, Brookings, CAP, RAND, etc.). Not useful for Oluwadi/Osparna venture-intelligence surfacing in most cases -- primarily relevant here, to DoAyni's civic-influence layer.
Company As needed never
Civil Society / Advocacy Organizations
14 major US advocacy/civil-society organizations across causes (ACLU, NAACP, AIPAC, NRA, Sierra Club, etc.). Not useful for Oluwadi/Osparna venture-intelligence surfacing in most cases -- primarily relevant here, to DoAyni's civic-influence layer.
Company As needed never
Census LODES: Residence Area Characteristics (RAC)
County-level workforce profile of RESIDENTS regardless of workplace -- age, earnings, NAICS sector, race, ethnicity, education, sex. All 51 states + DC.
County Annual (per-state publish lag; most recent available per state) never
Census LODES: Workplace Area Characteristics (WAC)
County-level workforce profile of JOBS regardless of residence -- same breakdown as RAC, plus firm age/size (only populated for All-Private-Jobs job type, zero here since this build uses All Jobs for OD-loader consistency). All 51 states + DC.
County Annual (per-state publish lag; most recent available per state) never