Stafford County, VA

Housing, jobs, water, deposits and federal obligations for this county, each figure with the release it came from. Internal point 38.42, -77.46.

Assembled 2026-10-06. Read the brief.

Typical home value
$537,904
as of August 2026
  • 94th pct · 158th of 3,063 US counties · median $234,566
  • 90th pct · 13th of 133 Virginia counties · median $307,999
  • 45th pct · 13th of 23 counties in the Washington-Arlington-Alexandria metro · median $568,558
Home value, one year
+0.6%
as of August 2026
  • 26th pct · 2,265th of 3,063 US counties · median +2.9%
  • 9th pct · 121st of 133 Virginia counties · median +2.9%
  • 27th pct · 17th of 23 counties in the Washington-Arlington-Alexandria metro · median +1.4%
Typical rent
$2,347
as of August 2026
  • 92nd pct · 105th of 1,399 US counties · median $1,496
  • 92nd pct · 7th of 79 Virginia counties · median $1,757
  • 61st pct · 9th of 22 counties in the Washington-Arlington-Alexandria metro · median $2,260
Jobs
50,695
as of 2026 Q1-01
  • 84th pct · 498th of 3,221 US counties · median 8,232
  • 88th pct · 16th of 133 Virginia counties · median 9,944
  • 59th pct · 10th of 23 counties in the Washington-Arlington-Alexandria metro · median 38,075
Average weekly wage
$1,300
as of 2026 Q1-01
  • 84th pct · 489th of 3,221 US counties · median $1,039
  • 79th pct · 27th of 133 Virginia counties · median $1,048
  • 40th pct · 14th of 23 counties in the Washington-Arlington-Alexandria metro · median $1,341
Years of wages per home
8.0
  • 92nd pct · 223rd of 3,063 US counties · median 4.3
  • 87th pct · 18th of 133 Virginia counties · median 5.4
  • 59th pct · 10th of 23 counties in the Washington-Arlington-Alexandria metro · median 7.1

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 2026-10-06

Typical home $537,904 (Aug 2026), +0.6% over one year, +20.2% over five

  • 94th pct · 158th of 3,063 US counties · median $234,566
  • 90th pct · 13th of 133 Virginia counties · median $307,999
  • 45th pct · 13th of 23 counties in the Washington-Arlington-Alexandria metro · median $568,558
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
Stafford County, VA$537,904 · +0.6% 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 2026-10-06

Typical rent $2,347/mo (Aug 2026), +1.1% over one year; price-to-rent 19.1

  • 92nd pct · 105th of 1,399 US counties · median $1,496
  • 92nd pct · 7th of 79 Virginia counties · median $1,757
  • 61st pct · 9th of 22 counties in the Washington-Arlington-Alexandria metro · median $2,260
Zillow Observed Rent Index (ZORI), smoothed, all homes and multifamily; price-to-rent = typical home / (typical rent × 12).
ItemValueDistance
Stafford County, VA$2,347/mo · +1.1% 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 2026-10-06

Principal and interest of $2,944 a month on $537,904 at 7.28%, against an average weekly wage worth $5,633 a month: 52.3% of one job’s pay.

  • payment = P·r / (1 − (1+r)^−n), P = $537,904 × 80% = $430,323, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $2,944/mo principal and interest
  • wage share = payment / (avg weekly wage $1,300 × 52 / 12 = $5,633) = 52% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs)
  • years of wages = $537,904 / ($1,300 × 52) = 8.0
  • price-to-rent = $537,904 / ($2,347 × 12) = 19.1

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 2026-10-06

50,695 jobs at 3,469 employers (2026 Q1); -1.2% jobs and +0.9% average weekly wage over the year

  • 84th pct · 498th of 3,221 US counties · median 8,232
  • 88th pct · 16th of 133 Virginia counties · median 9,944
  • 59th pct · 10th of 23 counties in the Washington-Arlington-Alexandria metro · median 38,075
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
Stafford County, VA50,695 jobs · $1,300/wk · -1.2% 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
Transportation and warehousing5,952$9062.79-6.0%
Retail trade5,549$7511.12-2.3%
Health care and social assistance4,841$1,0630.63+4.6%
Professional and technical services3,901$2,1771.12-4.6%
Construction3,797$9351.43+3.9%
Accommodation and food services3,705$4460.81+6.7%
Finance and insurance2,907$1,6711.41+7.5%
Other services1,942$8771.28+2.4%
Administrative and waste services1,844$9400.64-7.8%
Wholesale trade788$1,4850.41+0.0%
Educational services663$9160.61-9.5%
Arts, entertainment and recreation579$3790.69-7.2%

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 2026-10-06

No drought class at this point (USDM covers the United States only)

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 2026-10-06

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 2026-10-06

179 gauges · 0 flooding · 41 with quality panels averaging 97 % · 36 stale

Sites found: 179, 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
MEETINGHOUSE BRANCH AT CAMP SPRINGS, MDflow 0.33 ft³/s · quality 67 % (3) · STALE64 km
ACCOTINK CREEK NEAR RANGER ROAD AT FAIRFAX, VAflow 2.74 ft³/s · quality 80 % (5) · STALE51 km
AQUIA CREEK NEAR GARRISONVILLE, VAflow 2.90 ft³/s · no flooding8 km
CANNON CREEK NEAR GARRISONVILLE, VAflow 11.0 ft³/s · STALE8 km
BEAVERDAM RUN NEAR GARRISONVILLE, VAflow 15.0 ft³/s · STALE10 km
Rappahannock River at Fredericksburgno flooding13 km
S BRANCH CHOPAWAMSIC CREEK NR GARRISONVILLE, VAflow 56.0 ft³/s · STALE13 km
CHOPAWAMSIC CREEK AT RUSSELL ROAD NR JOPLIN, VAflow 1.70 ft³/s · STALE13 km
RAPPAHANNOCK RIVER NEAR FREDERICKSBURG, VAflow 424.0 ft³/s · quality 100 % (5) · no flooding14 km
M BRANCH CHOPAWAMSIC CREEK NR GARRISONVILLE, VAflow 13.0 ft³/s · STALE15 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 2026-10-06

55 wells in 0 named aquifers:

Sites found: 55, 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-383423077245901depth 16.5 ft · 2026-10-0517 km
USGS-382859077474201depth 19.1 ft · 2026-10-0530 km
USGS-383455077463101depth 13.3 ft · 2021-09-2833 km
USGS-383951077415001depth 48.2 ft · 2026-10-0534 km
USGS-381829077040101depth 11.0 ft · 1996-12-1736 km
USGS-381829077040102depth 11.1 ft · 1996-12-1736 km
USGS-382103077025401depth 26.1 ft · 1994-10-2537 km
USGS-382103077025403depth 4.89 ft · 1999-10-0737 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 2026-10-06

low (0.01)

Σ wᵢ·termᵢ / Σ wᵢ = 0.35×0.00 + 0.2×0.03 / 0.55

Banks & federal dollars #

currentretrieved 2026-10-06

$1.5 bn in deposits at 16 offices of 9 banks (SOD June 2026); HHI 1,635, moderately concentrated. $1.7 bn federal obligations in FY2026 (direct payments $1.1 bn, contracts $544.9 m), $33,230 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
Wells Fargo Bank, National Association$330.8 m · 22.1% share · 2 offices
Truist Bank$328.2 m · 21.9% share · 2 offices
PNC Bank, National Association$256.1 m · 17.1% share · 2 offices
Stafford, VA$1.7 bn FY2026 · $33,230/job
MULTIPLE RECIPIENTS$1.1 bn · 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
Wells Fargo Bank, National Association$330,797,00022.1%2
Truist Bank$328,219,00021.9%2
PNC Bank, National Association$256,126,00017.1%2
Bank of America, National Association$205,252,00013.7%1
Carter Bank & Trust$174,645,00011.7%3
Atlantic Union Bank$75,933,0005.1%1
United Bank$50,748,0003.4%1
JPMorgan Chase Bank, National Association$39,448,0002.6%3
Citizens and Farmers Bank$36,218,0002.4%1

Deposit concentration is 1,635 across 9 banks, which the 1995 Department of Justice bank merger screen calls moderately concentrated.

HHI = Σ (share %)² over 9 banks with deposits in the county = 22.1² + 21.9² + 17.1² + … (6 more) = 1,635

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 2026-10-06

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

USAspending, FY2026, place of performance in this county.
Awarding agencyObligations
Social Security Administration$562,681,036
Department of Veterans Affairs$559,687,913
Department of Defense$434,944,802
Department of Transportation$36,676,710
Department of Homeland Security$34,126,280
General Services Administration$21,237,514
Department of Justice$18,287,857
Department of Housing and Urban Development$5,509,509
Department of Health and Human Services$5,347,111
Department of Agriculture$2,328,876
Department of Education$1,514,586
Railroad Retirement Board$1,277,701

That is $33,230 per covered job, against 50,695 jobs in the 2026 Q1 QCEW quarter.

per job = FY2026 obligations $1.7 bn / 50,695 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $33,230

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 2026-10-06

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 · ft12.692026-10-05+3.3%
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 · %72.602026-10-06+0.0%
Laredo truck crossings, monthly · trucks258,700.002026-08-01-0.4%
Los Angeles + Long Beach container volume, annual · TEU10,513,167.002023-01-01-13.5%
Containerships waiting for a berth, all US ports · ships6.002026-09-22-14.3%
Shanghai to Los Angeles container rate · $ per 40 ft box6,830.002026-08-01+7.4%
US diesel retail price · $ per gallonunavailablenot published
WTI crude oil, spot · $ per barrel96.162026-09-29-3.2%
30-year fixed mortgage rate · %7.282026-10-01+3.6%
Housing starts, annual rate · thousands of units1,275.002026-08-01-2.6%
Building permits, annual rate · thousands of units1,403.002026-08-01-2.1%
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-88,576.002026-07-01-24.4%
Retail sales excluding food services, monthly · $ millions646,347.002026-08-01+1.1%

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 2026-10-06

Stafford County, VA: 12 findings, 2 at a watch level and 10 noted

  1. watchStafford County, VA's years of wages of 8.0 ranks 223rd of 3,063 US counties, a watch level here: years of wages in the top tenth of US counties (position among the counties that published both a ZHVI value and a QCEW average weekly wage; not an official level). The previous published period is not in this table, so this is a standing level rather than a change.

    Period 2026-08.
    Show the arithmetic
    • test: yearsOfWages percentile = 92.74983670803397 >= 90
    • typical home value / (average weekly wage × 52); one average covered job, not a household

    position among the counties that published both a ZHVI value and a QCEW average weekly wage; not an official level

  2. watchStafford County, VA's covered employment is -1.2% 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 = -1.2 < 0

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

  3. noteStafford County, VA's covered employment was 1.2% 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
    • -1.2 % = 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. noteStafford County, VA's average weekly wage was 0.9% 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
    • +0.9 % = 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

  5. noteStafford County, VA's typical asking rent fell 0.4% from $2,356 in July 2026 to $2,347 in August 2026, on Zillow ZORI.

    Period 2026-08.
    Show the arithmetic
    • -0.4% = (2346.942470941622 - 2355.722881641275) / 2355.722881641275 × 100
    • 2346.942470941622 = Zillow ZORI, 2026-08
    • 2355.722881641275 = Zillow ZORI, 2026-07

Read all 12 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 47900, all occupations · period May 2025 · retrieved 2026-10-06
  • publishedTIGERwebU.S. Census Bureauopen the source
    tigerWMS_Current · retrieved 2026-10-06
  • publishedZillow Home Value Index (ZHVI)Zillow Researchopen the source
    County_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv · period 2026-08 · retrieved 2026-10-06
  • publishedZillow Home Value Index (ZHVI)Zillow Researchopen the source
    Metro_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv · period 2026-08 · retrieved 2026-10-06
  • publishedZillow Observed Rent Index (ZORI)Zillow Researchopen the source
    County_zori_uc_sfrcondomfr_sm_month.csv · period 2026-08 · retrieved 2026-10-06
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-06 · price-to-rent = $537,904 / ($2,347 × 12) = 19.1
  • publishedFRED Economic DataFederal Reserve Bank of St. Louisopen the source
    MORTGAGE30US · period 2026-10-01 · retrieved 2026-10-06
  • publishedQuarterly Census of Employment and WagesU.S. Bureau of Labor Statisticsopen the source
    area 51179, all ownerships, all industries · period 2026-Q1 · retrieved 2026-10-06
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-06 · payment = P·r / (1 − (1+r)^−n), P = $537,904 × 80% = $430,323, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $2,944/mo principal and interest; wage share = payment / (avg weekly wage $1,300 × 52 / 12 = $5,633) = 52% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs); years of wages = $537,904 / ($1,300 × 52) = 8.0; price-to-rent = $537,904 / ($2,347 × 12) = 19.1
  • publishedQuarterly Census of Employment and WagesU.S. Bureau of Labor Statisticsopen the source
    area 51179, NAICS sectors, private ownership · period 2026-Q1 · retrieved 2026-10-06
  • publishedWorld Port Index (Pub 150)National Geospatial-Intelligence Agencyopen the source
    Pub 150 World Port Index · retrieved 2026-10-06
  • publishedPort Performance Freight StatisticsU.S. Bureau of Transportation Statisticsopen the source
    5rpz-kgm9 port statistics · period 2023 · retrieved 2026-10-06
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-06 · 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 +0.6% / ±10% × 0.3, rent 1-yr change +1.1% / ±10% × 0.15, jobs over-the-year change -1.2% / ±3% × 0.3, avg weekly wage over-the-year change +0.9% / ±6% × 0.25
  • publishedU.S. Drought MonitorNational Drought Mitigation Center, USDA, NOAAopen the source
    USDM_current · retrieved 2026-10-06
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-continuous 00010,00060,00065,00095,00300,00400,63680 · period 2026-10-06T08:08:00.000Z · retrieved 2026-10-06
  • publishedNational Water Prediction ServiceNOAA National Weather Serviceopen the source
    nwps/v1/gauges · period 2026-10-06T08:05:00Z · retrieved 2026-10-06
  • estimateUSGS Water Data APIU.S. Geological Surveyopen the source
    · retrieved 2026-10-06 · quality screen per site = 1 − points / (2 × n), ok 0, watch 1, poor 2 points over the n parameters it reports; mean over 41 sites = 97 %
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-daily 62610,72019 · period 2026-10-05T00:00:00.000Z · retrieved 2026-10-06
  • estimateU.S. Drought MonitorNational Drought Mitigation Center, USDA, NOAAopen the source
    · retrieved 2026-10-06 · supply stress = Σ wᵢ·termᵢ / Σ wᵢ = 0.35×0.00 + 0.2×0.03 / 0.55 = 0.01; terms drought (no drought class here), quality (1 − 97 % / 100)
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-continuous 00060,00065,00010,00300,00095,00400,63680,00062,00054 · period 2026-10-06T08:08:00+00:00 · retrieved 2026-10-06
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-daily 72019,62610,62611 · period 2026-10-05 · retrieved 2026-10-06
  • publishedBankFind Suite APIFederal Deposit Insurance Corporationopen the source
    sod:51179:2026 · period 2026-06-30 · retrieved 2026-10-06
  • estimateBankFind Suite APIFederal Deposit Insurance Corporationopen the source
    sod-hhi:51179:2026 · period 2026-06-30 · retrieved 2026-10-06 · HHI = Σ (share %)² over 9 banks with deposits in the county = 22.1² + 21.9² + 17.1² + … (6 more) = 1,635
  • publishedUSAspending APIU.S. Department of the Treasuryopen the source
    spending_by_geography:county:FY2026 · period FY2026 · retrieved 2026-10-06
  • estimateUSAspending APIU.S. Department of the Treasuryopen the source
    · retrieved 2026-10-06 · per job = FY2026 obligations $1.7 bn / 50,695 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $33,230
  • publishedUSAspending APIU.S. Department of the Treasuryopen the source
    spending_by_category:51179:FY2026 · period FY2026 · retrieved 2026-10-06
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-06 · typical home value / (typical rent × 12); Zillow ZHVI over ZORI, same month
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-06 · 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 2026-10-06 · typical home value / (average weekly wage × 52); one average covered job, not a household
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-06 · 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 2026-10-06 · 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 47900, all occupations. period May 2025. https://www.bls.gov/oes/tables.htm. accessed 2026-10-06.
  • U.S. Census Bureau. TIGERweb. series tigerWMS_Current. https://tigerweb.geo.census.gov/. accessed 2026-10-06.
  • Zillow Research. Zillow Home Value Index (ZHVI). series County_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv. period 2026-08. https://files.zillowstatic.com/research/public_csvs/zhvi/County_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv. accessed 2026-10-06.
  • Zillow Research. Zillow Home Value Index (ZHVI). series Metro_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv. period 2026-08. https://files.zillowstatic.com/research/public_csvs/zhvi/Metro_zhvi_uc_sfrcondo_tier_0.33_0.67_sm_sa_month.csv. accessed 2026-10-06.
  • Zillow Research. Zillow Observed Rent Index (ZORI). series County_zori_uc_sfrcondomfr_sm_month.csv. period 2026-08. https://files.zillowstatic.com/research/public_csvs/zori/County_zori_uc_sfrcondomfr_sm_month.csv. accessed 2026-10-06.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-06. estimate computed by Embedding Atlas: price-to-rent = $537,904 / ($2,347 × 12) = 19.1.
  • Federal Reserve Bank of St. Louis. FRED Economic Data. series MORTGAGE30US. period 2026-10-01. https://fred.stlouisfed.org/series/MORTGAGE30US. accessed 2026-10-06.
  • U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages. series area 51179, all ownerships, all industries. period 2026-Q1. https://data.bls.gov/cew/data/api/2026/1/area/51179.csv. accessed 2026-10-06.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-06. estimate computed by Embedding Atlas: payment = P·r / (1 − (1+r)^−n), P = $537,904 × 80% = $430,323, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $2,944/mo principal and interest; wage share = payment / (avg weekly wage $1,300 × 52 / 12 = $5,633) = 52% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs); years of wages = $537,904 / ($1,300 × 52) = 8.0; price-to-rent = $537,904 / ($2,347 × 12) = 19.1.
  • U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages. series area 51179, NAICS sectors, private ownership. period 2026-Q1. https://data.bls.gov/cew/data/api/2026/1/area/51179.csv. accessed 2026-10-06.
  • National Geospatial-Intelligence Agency. World Port Index (Pub 150). series Pub 150 World Port Index. https://msi.nga.mil/Publications/WPI. accessed 2026-10-06.
  • U.S. Bureau of Transportation Statistics. Port Performance Freight Statistics. series 5rpz-kgm9 port statistics. period 2023. https://data.bts.gov/resource/5rpz-kgm9.json. accessed 2026-10-06.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-06. 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 +0.6% / ±10% × 0.3, rent 1-yr change +1.1% / ±10% × 0.15, jobs over-the-year change -1.2% / ±3% × 0.3, avg weekly wage over-the-year change +0.9% / ±6% × 0.25.
  • National Drought Mitigation Center, USDA, NOAA. U.S. Drought Monitor. series USDM_current. https://droughtmonitor.unl.edu/CurrentMap.aspx. accessed 2026-10-06.
  • U.S. Geological Survey. USGS Water Data API. series latest-continuous 00010,00060,00065,00095,00300,00400,63680. period 2026-10-06T08:08:00.000Z. https://api.waterdata.usgs.gov/ogcapi/v0/collections/latest-continuous/items. accessed 2026-10-06.
  • NOAA National Weather Service. National Water Prediction Service. series nwps/v1/gauges. period 2026-10-06T08:05:00Z. https://api.water.noaa.gov/nwps/v1/gauges. accessed 2026-10-06.
  • U.S. Geological Survey. USGS Water Data API. https://api.waterdata.usgs.gov/. accessed 2026-10-06. 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 41 sites = 97 %.
  • U.S. Geological Survey. USGS Water Data API. series latest-daily 62610,72019. period 2026-10-05T00:00:00.000Z. https://api.waterdata.usgs.gov/ogcapi/v0/collections/latest-daily/items. accessed 2026-10-06.
  • National Drought Mitigation Center, USDA, NOAA. U.S. Drought Monitor. https://droughtmonitor.unl.edu/. accessed 2026-10-06. estimate computed by Embedding Atlas: supply stress = Σ wᵢ·termᵢ / Σ wᵢ = 0.35×0.00 + 0.2×0.03 / 0.55 = 0.01; terms drought (no drought class here), quality (1 − 97 % / 100).
  • U.S. Geological Survey. USGS Water Data API. series latest-continuous 00060,00065,00010,00300,00095,00400,63680,00062,00054. period 2026-10-06T08:08:00+00:00. https://api.waterdata.usgs.gov/ogcapi/v0/collections/latest-continuous/items. accessed 2026-10-06.
  • U.S. Geological Survey. USGS Water Data API. series latest-daily 72019,62610,62611. period 2026-10-05. https://api.waterdata.usgs.gov/ogcapi/v0/collections/latest-daily/items. accessed 2026-10-06.
  • Federal Deposit Insurance Corporation. BankFind Suite API. series sod:51179:2026. period 2026-06-30. https://api.fdic.gov/banks/sod?filters=STCNTYBR%3A51179+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 2026-10-06.
  • Federal Deposit Insurance Corporation. BankFind Suite API. series sod-hhi:51179:2026. period 2026-06-30. https://api.fdic.gov/banks/docs/. accessed 2026-10-06. estimate computed by Embedding Atlas: HHI = Σ (share %)² over 9 banks with deposits in the county = 22.1² + 21.9² + 17.1² + … (6 more) = 1,635.
  • 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 2026-10-06.
  • U.S. Department of the Treasury. USAspending API. https://api.usaspending.gov/. accessed 2026-10-06. estimate computed by Embedding Atlas: per job = FY2026 obligations $1.7 bn / 50,695 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $33,230.
  • U.S. Department of the Treasury. USAspending API. series spending_by_category:51179:FY2026. period FY2026. https://api.usaspending.gov/api/v2/search/spending_by_category/. accessed 2026-10-06.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-06. 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 2026-10-06. 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 2026-10-06. 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 2026-10-06. 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 2026-10-06. 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 47900 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 6 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 2026-10-06T08:13:50.531Z. Place identity tables pulled 2026-10-01.