Warren County, KY

Housing, jobs, water, deposits and federal obligations for this county, each figure with the release it came from. Internal point 37.00, -86.42.

Assembled 2026-10-20. Read the brief.

Typical home value
$285,184
as of September 2026
  • 66th pct · 1,021st of 3,063 US counties · median $230,451
  • 90th pct · 12th of 120 Kentucky counties · median $179,218
  • counties in the Bowling Green metro: Rank context is unavailable: the manifest lists 4 counties in the Bowling Green metro; fewer than 5 is too few to rank.
Home value, one year
+0.2%
as of September 2026
  • 22nd pct · 2,366th of 3,062 US counties · median +2.9%
  • 65th pct · 42nd of 120 Kentucky counties · median -1.4%
  • counties in the Bowling Green metro: Rank context is unavailable: the manifest lists 4 counties in the Bowling Green metro; fewer than 5 is too few to rank.
Typical rent
$1,226
as of September 2026
  • 23rd pct · 1,044th of 1,358 US counties · median $1,506
  • 37th pct · 18th of 28 Kentucky counties · median $1,281
  • counties in the Bowling Green metro: Rank context is unavailable: the manifest lists 4 counties in the Bowling Green metro; fewer than 5 is too few to rank.
Jobs
70,498
as of 2026 Q1-01
  • 87th pct · 392nd of 3,221 US counties · median 8,232
  • 96th pct · 5th of 120 Kentucky counties · median 5,237
  • counties in the Bowling Green metro: Rank context is unavailable: the manifest lists 4 counties in the Bowling Green metro; fewer than 5 is too few to rank.
Average weekly wage
$1,149
as of 2026 Q1-01
  • 70th pct · 963rd of 3,221 US counties · median $1,039
  • 81st pct · 23rd of 120 Kentucky counties · median $953
  • counties in the Bowling Green metro: Rank context is unavailable: the manifest lists 4 counties in the Bowling Green metro; fewer than 5 is too few to rank.
Years of wages per home
4.8
  • 61st pct · 1,185th of 3,063 US counties · median 4.2
  • 84th pct · 19th of 120 Kentucky counties · median 3.5
  • counties in the Bowling Green metro: Rank context is unavailable: the manifest lists 4 counties in the Bowling Green metro; fewer than 5 is too few to rank.

Typical home value divided by the average annual wage of one covered job.

A percentile here is a min-max scaling of average rank: the smallest published value in the cohort is 0 and the largest is 100, and tied values share the average of the ranks they span. It is not the share of entities below the value, so 0 means smallest, not none below. Entities that did not publish the metric are outside the cohort entirely and are counted in neither the rank nor its denominator.

Home values #

currentas of 2026 Q1retrieved 2026-10-20

Typical home $285,184 (Sep 2026), +0.2% over one year, +23.9% over five

  • 66th pct · 1,021st of 3,063 US counties · median $230,451
  • 90th pct · 12th of 120 Kentucky counties · median $179,218
  • counties in the Bowling Green metro: Rank context is unavailable: the manifest lists 4 counties in the Bowling Green metro; fewer than 5 is too few to rank.
Zillow Home Value Index (ZHVI), typical value of homes in the 35th to 65th percentile, smoothed and seasonally adjusted; a model estimate of value, not a sale price. Data through Zillow Research.
ItemValueDistance
Warren County, KY$285,184 · +0.2% 1-yr

Zillow Home Value Index (ZHVI), typical value of homes in the 35th to 65th percentile, smoothed and seasonally adjusted; a model estimate of value, not a sale price. Data through Zillow Research.

Rents #

currentas of 2026 Q1retrieved 2026-10-20

Typical rent $1,226/mo (Sep 2026), +1.2% over one year; price-to-rent 19.4

  • 23rd pct · 1,044th of 1,358 US counties · median $1,506
  • 37th pct · 18th of 28 Kentucky counties · median $1,281
  • counties in the Bowling Green metro: Rank context is unavailable: the manifest lists 4 counties in the Bowling Green metro; fewer than 5 is too few to rank.
Zillow Observed Rent Index (ZORI), smoothed, all homes and multifamily; price-to-rent = typical home / (typical rent × 12).
ItemValueDistance
Warren County, KY$1,226/mo · +1.2% 1-yr

Zillow Observed Rent Index (ZORI), smoothed, all homes and multifamily; price-to-rent = typical home / (typical rent × 12).

What the typical home costs to carry #

currentretrieved 2026-10-20

Principal and interest of $1,580 a month on $285,184 at 7.40%, against an average weekly wage worth $4,979 a month: 31.7% of one job’s pay.

  • payment = P·r / (1 − (1+r)^−n), P = $285,184 × 80% = $228,147, r = 7.40%/12 (Freddie Mac PMMS via FRED, 2026-10-15), n = 360 → $1,580/mo principal and interest
  • wage share = payment / (avg weekly wage $1,149 × 52 / 12 = $4,979) = 32% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs)
  • years of wages = $285,184 / ($1,149 × 52) = 4.8
  • price-to-rent = $285,184 / ($1,226 × 12) = 19.4

The wage is one covered job’s average, not a household’s income, so this is the share of a single paycheque and not a mortgage underwriting ratio.

Estimate. Principal and interest on the typical home with 20% down over 30 years at this week's Freddie Mac average rate; compared with the average weekly wage of all jobs covered by unemployment insurance in the area (BLS QCEW), which is pay per job, not household income.

Jobs & wages #

currentas of 2026 Q1retrieved 2026-10-20

70,498 jobs at 5,633 employers (2026 Q1); -1.6% jobs and +1.9% average weekly wage over the year

  • 87th pct · 392nd of 3,221 US counties · median 8,232
  • 96th pct · 5th of 120 Kentucky counties · median 5,237
  • counties in the Bowling Green metro: Rank context is unavailable: the manifest lists 4 counties in the Bowling Green metro; fewer than 5 is too few to rank.
BLS Quarterly Census of Employment and Wages, all ownerships, total covered employment in the quarter's third month; over-the-year changes as published. Suppressed cells stay blank.
ItemValueDistance
Warren County, KY70,498 jobs · $1,149/wk · -1.6% YoY
BLS QCEW, all ownerships, third month of the quarter. A location quotient of 1.00 means this county has the national share of its jobs in that sector; 2.00 means twice it. A withheld row is a BLS disclosure code N: the cell is absent, not zero.
NAICS sectorJobsAvg weekly wageLocation quotientJobs over the year
Manufacturing11,387$1,5302.01-5.9%
Health care and social assistance11,123$1,1411.05+4.0%
Retail trade8,725$7201.27+1.3%
Accommodation and food services7,085$4521.12-8.8%
Construction3,506$1,5060.95+4.1%
Administrative and waste services3,445$8000.86-5.8%
Professional and technical services2,621$1,2570.54+2.9%
Wholesale trade2,537$1,6950.94-2.7%
Management of companies1,844$2,9541.56-6.2%
Finance and insurance1,781$2,1250.62+1.9%
Other services1,479$8200.70-3.0%
Arts, entertainment and recreation1,035$5490.89-0.8%

BLS Quarterly Census of Employment and Wages, all ownerships, total covered employment in the quarter's third month; over-the-year changes as published. Suppressed cells stay blank.

Drought #

currentretrieved 2026-10-20

D1 moderate drought

Sites found: 5, searched within 0 km of this place’s internal point. That is a disc around a point, not the area itself: sites outside the boundary are included, and sites inside it further than 0 km away are not.

US Drought Monitor current week; the highest class of any polygon containing the point.

Reservoirs #

currentretrieved 2026-10-20

No reservoir gauges within 150 km (or the camera is above the gauge altitude)

Sites found: 0, searched within 150 km of this place’s internal point. That is a disc around a point, not the area itself: sites outside the boundary are included, and sites inside it further than 150 km away are not.

Σ(capacity × percent full) / Σ capacity over TWDB reservoirs within 150 km. Texas only; elsewhere USGS reservoir elevation/storage is listed without a capacity to normalise by.

Stream gauges #

currentretrieved 2026-10-20

29 gauges · 0 flooding · 3 with quality panels averaging 100 % · 8 stale

Sites found: 29, searched within 75 km of this place’s internal point. That is a disc around a point, not the area itself: sites outside the boundary are included, and sites inside it further than 75 km away are not.

USGS latest readings screened against EPA freshwater criteria (DO ≥ 5 mg/L, pH 6.5–9, conductance, turbidity, temperature); NWS flood categories where a NWPS gauge is co-located.
SiteReadingDistance
BARREN RIVER AT BOWLING GREEN, KYflow 274.0 ft³/s · no flooding1 km
DRAKES CREEK NEAR ALVATON, KYflow 42.2 ft³/s · no flooding12 km
BEAVERDAM CREEK AT RHODA, KYflow 0.98 ft³/s · STALE25 km
GREEN RIVER AT HWY 259 AT BROWNSVILLE, KYstage 17.4 ft26 km
GREEN RIVER AT WATER PLANT AT BROWNSVILLE, KYstage 31.5 ft · STALE27 km
GREEN RIVER AT LOCK 6 AT BROWNSVILLE, KYflow 3,450 ft³/s · STALE28 km
GREEN RIVER AT LOCK 4 AT WOODBURY, KYflow 5,630 ft³/s · no flooding28 km
BARREN RIVER NEAR FINNEY, KYflow 400.0 ft³/s · quality 100 % (1)28 km
WEST FORK DRAKES CREEK NEAR FRANKLIN, KYflow 4.98 ft³/s32 km
GREEN RIVER AT MAMMOTH CAVE, KYflow 370.0 ft³/s · no flooding34 km

USGS latest readings screened against EPA freshwater criteria (DO ≥ 5 mg/L, pH 6.5–9, conductance, turbidity, temperature); NWS flood categories where a NWPS gauge is co-located.

Groundwater #

currentretrieved 2026-10-20

5 wells in 0 named aquifers:

Sites found: 5, searched within 75 km of this place’s internal point. That is a disc around a point, not the area itself: sites outside the boundary are included, and sites inside it further than 75 km away are not.

USGS latest daily water levels. A single latest reading says where the table is, not which way it is moving; select a well for its 365-day trace.
SiteReadingDistance
USGS-365538086281001depth 61.1 ft · 1984-10-249 km
USGS-370342086080101depth 70.6 ft · 1983-01-1827 km
USGS-363609086430401depth 25.0 ft · 2026-10-1951 km
USGS-365853085495801depth 24.7 ft · 1984-10-3053 km
USGS-370211085364301depth 76.0 ft · 1983-04-0572 km

USGS latest daily water levels. A single latest reading says where the table is, not which way it is moving; select a well for its 365-day trace.

Water stress #

currentretrieved 2026-10-20

low (0.16)

Σ wᵢ·termᵢ / Σ wᵢ = 0.35×0.25 + 0.2×0.00 / 0.55

Banks & federal dollars #

currentretrieved 2026-10-20

$4.0 bn in deposits at 54 offices of 22 banks (SOD June 2026); HHI 975, unconcentrated. $706.9 m federal obligations in FY2026 (direct payments $666.5 m, grants $22.4 m), $10,028 per covered job

FDIC Summary of Deposits: deposits at every insured office as of June 30, annual; HHI is the sum of squared county deposit shares (DOJ 1995 bank merger screen: 1000 / 1800). USAspending: obligations by place of performance for the latest complete federal fiscal year (Oct 1 to Sep 30), what agencies committed, not what they paid out; recipients are legal entities. Per-job divides obligations by BLS QCEW covered employment.
ItemValueDistance
American Bank & Trust Company, Inc.$800.0 m · 20.1% share · 6 offices
U.S. Bank National Association$529.4 m · 13.3% share · 5 offices
Truist Bank$425.0 m · 10.7% share · 3 offices
Warren, KY$706.9 m FY2026 · $10,028/job
MULTIPLE RECIPIENTS$622.1 m · top recipient FY2026
FDIC Summary of Deposits, June 2026. These are institution offices, not people: the row is a bank's presence in the county.
InstitutionDepositsShareOffices
American Bank & Trust Company, Inc.$799,996,00020.1%6
U.S. Bank National Association$529,416,00013.3%5
Truist Bank$424,979,00010.7%3
Independence Bank of Kentucky$311,458,0007.8%2
South Central Bank, Inc.$281,629,0007.1%5
German American Bank$266,403,0006.7%4
Franklin Bank & Trust Company$228,095,0005.7%3
Pinnacle Bank$199,349,0005.0%1
PNC Bank, National Association$193,172,0004.8%3
FirstBank$150,248,0003.8%3

Deposit concentration is 975 across 21 banks, which the 1995 Department of Justice bank merger screen calls unconcentrated.

HHI = Σ (share %)² over 21 banks with deposits in the county = 20.1² + 13.3² + 10.7² + … (18 more) = 975

FDIC Summary of Deposits: deposits at every insured office as of June 30, annual; HHI is the sum of squared county deposit shares (DOJ 1995 bank merger screen: 1000 / 1800). USAspending: obligations by place of performance for the latest complete federal fiscal year (Oct 1 to Sep 30), what agencies committed, not what they paid out; recipients are legal entities. Per-job divides obligations by BLS QCEW covered employment.

Federal obligations #

currentretrieved 2026-10-20

USAspending place-of-performance obligations for FY2026, by awarding agency.

USAspending, FY2026, place of performance in this county.
Awarding agencyObligations
Social Security Administration$534,277,313
Department of Veterans Affairs$91,754,000
Department of Education$32,475,570
Department of Housing and Urban Development$11,395,971
General Services Administration$10,902,916
Department of Health and Human Services$9,287,672
Department of Transportation$7,082,537
Department of Agriculture$3,458,638
Federal Communications Commission$1,937,641
Railroad Retirement Board$1,908,219
National Science Foundation$1,418,326
Department of Justice$502,515

That is $10,028 per covered job, against 70,498 jobs in the 2026 Q1 QCEW quarter.

per job = FY2026 obligations $706.9 m / 70,498 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $10,028

USAspending obligations are recorded where the work is performed, so a prime award performed here is counted here even when the recipient is headquartered elsewhere. Recipients are legal entities, never people.

National context, not this county #

currentretrieved 2026-10-20

These are United States, single-gauge, single-state and port series. None of them is keyed to this county.

The national indicator set, unfiltered by place.
SeriesLatestAs ofChange
Mississippi River at Memphis, stage · ftnot publishednot published
Mississippi River at St. Louis, stage · ftnot publishednot published
Ohio River at Louisville, stage · ft17.402026-10-19-3.1%
Missouri River at St. Joseph, stage · ftnot publishednot published
Colorado River below Hoover Dam, flow (Hoover releases) · ft³/s5,170.002026-02-05-25.3%
Texas reservoirs, statewide percent full · %72.202026-10-20+0.0%
Laredo truck crossings, monthly · trucks255,129.002026-09-01-1.4%
Los Angeles + Long Beach container volume, annual · TEU10,513,167.002023-01-01-13.5%
Containerships waiting for a berth, all US ports · ships7.002026-10-13+133.3%
Shanghai to Los Angeles container rate · $ per 40 ft box7,848.002026-09-01+14.9%
US diesel retail price · $ per gallonunavailablenot published
WTI crude oil, spot · $ per barrel101.912026-10-14+1.0%
30-year fixed mortgage rate · %7.402026-10-15+0.0%
Housing starts, annual rate · thousands of units1,221.002026-09-01-5.2%
Building permits, annual rate · thousands of units1,400.002026-09-01-0.2%
Case-Shiller US home price index · index, Jan 2000 = 100337.312026-07-01+0.1%
Unemployment rate · %4.202026-09-01+2.4%
US goods and services trade balance, monthly · $ millions-105,572.002026-08-01-13.7%
Retail sales excluding food services, monthly · $ millions652,115.002026-09-01+0.7%

The indicator registry has no county-keyed series and no geographic selection: every entry is national, a named gauge, a single state or a port. They are here as the backdrop the county's own numbers move against, and they are never this county's readings.

What changed #

currentretrieved 2026-10-20

Warren County, KY: 9 findings, 2 at a watch level and 7 noted

  1. watchWarren County, KY's covered employment is -1.6% against a year earlier, a watch level here: covered employment below the same quarter a year earlier (BLS QCEW over-the-year percent change, as published; not an official level). The previous published period is not in this table, so this is a standing level rather than a change.

    Period 2026 Q1.
    Show the arithmetic
    • test: jobs.yoy.emp = -1.6 < 0

    BLS QCEW over-the-year percent change, as published; not an official level

  2. watchWarren County, KY's typical home value of +0.2% scores 23 on the 0-to-100 scale across US counties but 66 across Kentucky counties, a gap of 43 points.

    Period 2026-09.
    Show the arithmetic
    • 43 = |23 across US counties - 66 across Kentucky counties|

    position among the entities that published this metric this period; not an official level

  3. noteWarren County, KY's average weekly wage was 1.9% higher than the same quarter a year earlier in 2026 Q1, on BLS QCEW's published over-the-year change.

    Period 2026 Q1.
    Show the arithmetic
    • +1.9 % = BLS QCEW over-the-year percent change for 2026 Q1, as published
    • the newest QCEW file carries no year-earlier level, so no move from one level to another is printed

    BLS QCEW over-the-year percent change, as published

  4. noteWarren County, KY's covered employment was 1.6% lower than the same quarter a year earlier in 2026 Q1, on BLS QCEW's published over-the-year change.

    Period 2026 Q1.
    Show the arithmetic
    • -1.6 % = BLS QCEW over-the-year percent change for 2026 Q1, as published
    • the newest QCEW file carries no year-earlier level, so no move from one level to another is printed

    BLS QCEW over-the-year percent change, as published

  5. noteWarren County, KY's covered employment of 70,498 ranks 5th of 120 Kentucky counties, against a median of 5,237.

    Period 2026 Q1.
    Show the arithmetic
    • 97 on the 0-to-100 scale across 120 Kentucky counties that published jobs.emp

    position among the entities that published this metric this period; not an official level

Read all 9 findings in the full brief

Every finding is produced by a fixed rule table and a fixed sentence for each rule. Nothing here is generated prose.

Sources #

  • publishedOccupational Employment and Wage StatisticsU.S. Bureau of Labor Statisticsopen the source
    MSA 14540, all occupations · period May 2025 · retrieved 2026-10-20
  • publishedTIGERwebU.S. Census Bureauopen the source
    tigerWMS_Current · retrieved 2026-10-20
  • publishedZillow Home Value Index (ZHVI)Zillow Researchopen the source
    County_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv · period 2026-09 · retrieved 2026-10-20
  • publishedZillow Home Value Index (ZHVI)Zillow Researchopen the source
    Metro_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv · period 2026-09 · retrieved 2026-10-20
  • publishedZillow Observed Rent Index (ZORI)Zillow Researchopen the source
    County_zori_uc_sfrcondomfr_sm_month.csv · period 2026-09 · retrieved 2026-10-20
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-20 · price-to-rent = $285,184 / ($1,226 × 12) = 19.4
  • publishedFRED Economic DataFederal Reserve Bank of St. Louisopen the source
    MORTGAGE30US · period 2026-10-15 · retrieved 2026-10-20
  • publishedQuarterly Census of Employment and WagesU.S. Bureau of Labor Statisticsopen the source
    area 21227, all ownerships, all industries · period 2026-Q1 · retrieved 2026-10-20
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-20 · payment = P·r / (1 − (1+r)^−n), P = $285,184 × 80% = $228,147, r = 7.40%/12 (Freddie Mac PMMS via FRED, 2026-10-15), n = 360 → $1,580/mo principal and interest; wage share = payment / (avg weekly wage $1,149 × 52 / 12 = $4,979) = 32% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs); years of wages = $285,184 / ($1,149 × 52) = 4.8; price-to-rent = $285,184 / ($1,226 × 12) = 19.4
  • publishedQuarterly Census of Employment and WagesU.S. Bureau of Labor Statisticsopen the source
    area 21227, NAICS sectors, private ownership · period 2026-Q1 · retrieved 2026-10-20
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-20 · momentum = momentum = Σ wᵢ · clip(changeᵢ / scaleᵢ, −1, 1) / Σ wᵢ over the terms present; weights and scales: home value 1-yr change 0.3 (±10%), rent 1-yr change 0.15 (±10%), jobs over-the-year change 0.3 (±3%), avg weekly wage over-the-year change 0.25 (±6%); terms home value 1-yr change +0.2% / ±10% × 0.3, rent 1-yr change +1.2% / ±10% × 0.15, jobs over-the-year change -1.6% / ±3% × 0.3, avg weekly wage over-the-year change +1.9% / ±6% × 0.25
  • publishedU.S. Drought MonitorNational Drought Mitigation Center, USDA, NOAAopen the source
    USDM_current · retrieved 2026-10-20
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-continuous 00010,00060,00065 · period 2026-10-20T19:00:00.000Z · retrieved 2026-10-20
  • publishedNational Water Prediction ServiceNOAA National Weather Serviceopen the source
    nwps/v1/gauges · period 2026-10-20T18:45:00Z · retrieved 2026-10-20
  • estimateUSGS Water Data APIU.S. Geological Surveyopen the source
    · retrieved 2026-10-20 · quality screen per site = 1 − points / (2 × n), ok 0, watch 1, poor 2 points over the n parameters it reports; mean over 3 sites = 100 %
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-daily 72019 · period 2026-10-19T00:00:00.000Z · retrieved 2026-10-20
  • estimateU.S. Drought MonitorNational Drought Mitigation Center, USDA, NOAAopen the source
    · retrieved 2026-10-20 · supply stress = Σ wᵢ·termᵢ / Σ wᵢ = 0.35×0.25 + 0.2×0.00 / 0.55 = 0.16; terms drought (D1 / 4), quality (1 − 100 % / 100)
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-continuous 00060,00065,00010,00300,00095,00400,63680,00062,00054 · period 2026-10-20T19:05:00+00:00 · retrieved 2026-10-20
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-daily 72019,62610,62611 · period 2026-10-19 · retrieved 2026-10-20
  • publishedBankFind Suite APIFederal Deposit Insurance Corporationopen the source
    sod:21227:2026 · period 2026-06-30 · retrieved 2026-10-20
  • estimateBankFind Suite APIFederal Deposit Insurance Corporationopen the source
    sod-hhi:21227:2026 · period 2026-06-30 · retrieved 2026-10-20 · HHI = Σ (share %)² over 21 banks with deposits in the county = 20.1² + 13.3² + 10.7² + … (18 more) = 975
  • publishedUSAspending APIU.S. Department of the Treasuryopen the source
    spending_by_geography:county:FY2026 · period FY2026 · retrieved 2026-10-20
  • estimateUSAspending APIU.S. Department of the Treasuryopen the source
    · retrieved 2026-10-20 · per job = FY2026 obligations $706.9 m / 70,498 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $10,028
  • publishedUSAspending APIU.S. Department of the Treasuryopen the source
    spending_by_category:21227:FY2026 · period FY2026 · retrieved 2026-10-20
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-20 · typical home value / (typical rent × 12); Zillow ZHVI over ZORI, same month
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-20 · momentum = Σ wᵢ · clip(changeᵢ / scaleᵢ, −1, 1) / Σ wᵢ over the terms present; weights and scales: home value 1-yr change 0.3 (±10%), rent 1-yr change 0.15 (±10%), jobs over-the-year change 0.3 (±3%), avg weekly wage over-the-year change 0.25 (±6%)
  • estimateQuarterly Census of Employment and WagesU.S. Bureau of Labor Statisticsopen the source
    · retrieved 2026-10-20 · typical home value / (average weekly wage × 52); one average covered job, not a household
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-20 · month-over-month percent change = (newest month − previous month) / |previous month| × 100, from Zillow's own published month columns
  • estimateZillow Observed Rent Index (ZORI)Zillow Researchopen the source
    · retrieved 2026-10-20 · month-over-month percent change = (newest month − previous month) / |previous month| × 100, from Zillow's own published month columns

Citations

  • U.S. Bureau of Labor Statistics. Occupational Employment and Wage Statistics. series MSA 14540, all occupations. period May 2025. https://www.bls.gov/oes/tables.htm. accessed 2026-10-20.
  • U.S. Census Bureau. TIGERweb. series tigerWMS_Current. https://tigerweb.geo.census.gov/. accessed 2026-10-20.
  • Zillow Research. Zillow Home Value Index (ZHVI). series County_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv. period 2026-09. https://files.zillowstatic.com/research/public_csvs/zhvi/County_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv. accessed 2026-10-20.
  • Zillow Research. Zillow Home Value Index (ZHVI). series Metro_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv. period 2026-09. https://files.zillowstatic.com/research/public_csvs/zhvi/Metro_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv. accessed 2026-10-20.
  • Zillow Research. Zillow Observed Rent Index (ZORI). series County_zori_uc_sfrcondomfr_sm_month.csv. period 2026-09. https://files.zillowstatic.com/research/public_csvs/zori/County_zori_uc_sfrcondomfr_sm_month.csv. accessed 2026-10-20.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-20. estimate computed by Embedding Atlas: price-to-rent = $285,184 / ($1,226 × 12) = 19.4.
  • Federal Reserve Bank of St. Louis. FRED Economic Data. series MORTGAGE30US. period 2026-10-15. https://fred.stlouisfed.org/series/MORTGAGE30US. accessed 2026-10-20.
  • U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages. series area 21227, all ownerships, all industries. period 2026-Q1. https://data.bls.gov/cew/data/api/2026/1/area/21227.csv. accessed 2026-10-20.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-20. estimate computed by Embedding Atlas: payment = P·r / (1 − (1+r)^−n), P = $285,184 × 80% = $228,147, r = 7.40%/12 (Freddie Mac PMMS via FRED, 2026-10-15), n = 360 → $1,580/mo principal and interest; wage share = payment / (avg weekly wage $1,149 × 52 / 12 = $4,979) = 32% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs); years of wages = $285,184 / ($1,149 × 52) = 4.8; price-to-rent = $285,184 / ($1,226 × 12) = 19.4.
  • U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages. series area 21227, NAICS sectors, private ownership. period 2026-Q1. https://data.bls.gov/cew/data/api/2026/1/area/21227.csv. accessed 2026-10-20.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-20. estimate computed by Embedding Atlas: momentum = momentum = Σ wᵢ · clip(changeᵢ / scaleᵢ, −1, 1) / Σ wᵢ over the terms present; weights and scales: home value 1-yr change 0.3 (±10%), rent 1-yr change 0.15 (±10%), jobs over-the-year change 0.3 (±3%), avg weekly wage over-the-year change 0.25 (±6%); terms home value 1-yr change +0.2% / ±10% × 0.3, rent 1-yr change +1.2% / ±10% × 0.15, jobs over-the-year change -1.6% / ±3% × 0.3, avg weekly wage over-the-year change +1.9% / ±6% × 0.25.
  • National Drought Mitigation Center, USDA, NOAA. U.S. Drought Monitor. series USDM_current. https://droughtmonitor.unl.edu/CurrentMap.aspx. accessed 2026-10-20.
  • U.S. Geological Survey. USGS Water Data API. series latest-continuous 00010,00060,00065. period 2026-10-20T19:00:00.000Z. https://api.waterdata.usgs.gov/ogcapi/v0/collections/latest-continuous/items. accessed 2026-10-20.
  • NOAA National Weather Service. National Water Prediction Service. series nwps/v1/gauges. period 2026-10-20T18:45:00Z. https://api.water.noaa.gov/nwps/v1/gauges. accessed 2026-10-20.
  • U.S. Geological Survey. USGS Water Data API. https://api.waterdata.usgs.gov/. accessed 2026-10-20. estimate computed by Embedding Atlas: quality screen per site = 1 − points / (2 × n), ok 0, watch 1, poor 2 points over the n parameters it reports; mean over 3 sites = 100 %.
  • U.S. Geological Survey. USGS Water Data API. series latest-daily 72019. period 2026-10-19T00:00:00.000Z. https://api.waterdata.usgs.gov/ogcapi/v0/collections/latest-daily/items. accessed 2026-10-20.
  • National Drought Mitigation Center, USDA, NOAA. U.S. Drought Monitor. https://droughtmonitor.unl.edu/. accessed 2026-10-20. estimate computed by Embedding Atlas: supply stress = Σ wᵢ·termᵢ / Σ wᵢ = 0.35×0.25 + 0.2×0.00 / 0.55 = 0.16; terms drought (D1 / 4), quality (1 − 100 % / 100).
  • U.S. Geological Survey. USGS Water Data API. series latest-continuous 00060,00065,00010,00300,00095,00400,63680,00062,00054. period 2026-10-20T19:05:00+00:00. https://api.waterdata.usgs.gov/ogcapi/v0/collections/latest-continuous/items. accessed 2026-10-20.
  • U.S. Geological Survey. USGS Water Data API. series latest-daily 72019,62610,62611. period 2026-10-19. https://api.waterdata.usgs.gov/ogcapi/v0/collections/latest-daily/items. accessed 2026-10-20.
  • Federal Deposit Insurance Corporation. BankFind Suite API. series sod:21227:2026. period 2026-06-30. https://api.fdic.gov/banks/sod?filters=STCNTYBR%3A21227+AND+YEAR%3A2026&fields=CERT%2CNAMEFULL%2CBRNUM%2CUNINUMBR%2CDEPSUMBR%2CASSET%2CSTCNTYBR%2CCNTYNAMB%2CSTALPBR%2CYEAR%2CSIMS_LATITUDE%2CSIMS_LONGITUDE%2CMSABR%2CMSANAMB&format=json&limit=10000. accessed 2026-10-20.
  • Federal Deposit Insurance Corporation. BankFind Suite API. series sod-hhi:21227:2026. period 2026-06-30. https://api.fdic.gov/banks/docs/. accessed 2026-10-20. estimate computed by Embedding Atlas: HHI = Σ (share %)² over 21 banks with deposits in the county = 20.1² + 13.3² + 10.7² + … (18 more) = 975.
  • U.S. Department of the Treasury. USAspending API. series spending_by_geography:county:FY2026. period FY2026. https://api.usaspending.gov/api/v2/search/spending_by_geography/. accessed 2026-10-20.
  • U.S. Department of the Treasury. USAspending API. https://api.usaspending.gov/. accessed 2026-10-20. estimate computed by Embedding Atlas: per job = FY2026 obligations $706.9 m / 70,498 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $10,028.
  • U.S. Department of the Treasury. USAspending API. series spending_by_category:21227:FY2026. period FY2026. https://api.usaspending.gov/api/v2/search/spending_by_category/. accessed 2026-10-20.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-20. estimate computed by Embedding Atlas: typical home value / (typical rent × 12); Zillow ZHVI over ZORI, same month.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-20. estimate computed by Embedding Atlas: momentum = Σ wᵢ · clip(changeᵢ / scaleᵢ, −1, 1) / Σ wᵢ over the terms present; weights and scales: home value 1-yr change 0.3 (±10%), rent 1-yr change 0.15 (±10%), jobs over-the-year change 0.3 (±3%), avg weekly wage over-the-year change 0.25 (±6%).
  • U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages. https://www.bls.gov/cew/. accessed 2026-10-20. estimate computed by Embedding Atlas: typical home value / (average weekly wage × 52); one average covered job, not a household.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-20. estimate computed by Embedding Atlas: month-over-month percent change = (newest month − previous month) / |previous month| × 100, from Zillow's own published month columns.
  • Zillow Research. Zillow Observed Rent Index (ZORI). https://www.zillow.com/research/data/. accessed 2026-10-20. estimate computed by Embedding Atlas: month-over-month percent change = (newest month − previous month) / |previous month| × 100, from Zillow's own published month columns.

What these numbers are not

  • The occupation mix is the 14540 metro area's, from the bundled BLS OEWS release: OEWS does not publish a county table.
  • Water rows are everything within 75 km of this place's internal point (150 km for reservoirs), not everything inside its boundary: lib/water searches discs, and every row prints its own distance.
  • Server report: satellite turbidity is only computed in a browser, so that term is absent here.
  • Stress uses 2 of 4 terms (drought, quality); missing terms are left out, not assumed.
  • Groundwater has no trend term: one latest level cannot say whether an aquifer is being drawn down.
  • Obligations are what agencies committed in FY2026 by place of performance: not outlays, and not the recipient's own location.
  • FY2026 closed 20 days ago; agencies report with up to a 45-day lag, so totals are still filling in.
  • The indicator block is the NATIONAL set, filtered only by lens. None of these series is keyed to this place: they are United States, gauge, single-state or port series and they are shown as context, not as this place's own readings.

Page assembled 2026-10-20T19:14:32.173Z. Place identity tables pulled 2026-10-01.