Shelby County, KY

Housing, jobs, water, deposits and federal obligations for this county, each figure with the release it came from. Internal point 38.24, -85.23.

Assembled 2026-10-07. Read the brief.

Typical home value
$326,569
as of August 2026
  • 75th pct · 756th of 3,063 US counties · median $234,566
  • 94th pct · 8th of 120 Kentucky counties · median $181,373
  • 81st pct · 3rd of 12 counties in the Louisville/Jefferson County metro · median $276,709
Home value, one year
-0.5%
as of August 2026
  • 17th pct · 2,533rd of 3,063 US counties · median +2.9%
  • 60th pct · 48th of 120 Kentucky counties · median -2.1%
  • 0th pct · 12th of 12 counties in the Louisville/Jefferson County metro · median +1.9%
Typical rent
$1,532
as of August 2026
  • 53rd pct · 649th of 1,399 US counties · median $1,496
  • 83rd pct · 6th of 32 Kentucky counties · median $1,250
  • 66th pct · 3rd of 7 counties in the Louisville/Jefferson County metro · median $1,360
Jobs
16,311
as of 2026 Q1-01
  • 66th pct · 1,071st of 3,221 US counties · median 8,232
  • 80th pct · 24th of 120 Kentucky counties · median 5,237
  • 45th pct · 7th of 12 counties in the Louisville/Jefferson County metro · median 16,814
Average weekly wage
$1,073
as of 2026 Q1-01
  • 57th pct · 1,377th of 3,221 US counties · median $1,039
  • 71st pct · 35th of 120 Kentucky counties · median $953
  • 54th pct · 6th of 12 counties in the Louisville/Jefferson County metro · median $1,073
Years of wages per home
5.9
  • 77th pct · 694th of 3,063 US counties · median 4.3
  • 97th pct · 4th of 120 Kentucky counties · median 3.6
  • 81st pct · 3rd of 12 counties in the Louisville/Jefferson County metro · median 4.9

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 2026-10-07

Typical home $326,569 (Aug 2026), -0.5% over one year, +15.3% over five

  • 75th pct · 756th of 3,063 US counties · median $234,566
  • 94th pct · 8th of 120 Kentucky counties · median $181,373
  • 81st pct · 3rd of 12 counties in the Louisville/Jefferson County metro · median $276,709
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
Shelby County, KY$326,569 · -0.5% 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 2026-10-07

Typical rent $1,532/mo (Aug 2026), n/a over one year; price-to-rent 17.8

  • 53rd pct · 649th of 1,399 US counties · median $1,496
  • 83rd pct · 6th of 32 Kentucky counties · median $1,250
  • 66th pct · 3rd of 7 counties in the Louisville/Jefferson County metro · median $1,360
Zillow Observed Rent Index (ZORI), smoothed, all homes and multifamily; price-to-rent = typical home / (typical rent × 12).
ItemValueDistance
Shelby County, KY$1,532/mo · n/a 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 2026-10-07

Principal and interest of $1,788 a month on $326,569 at 7.28%, against an average weekly wage worth $4,650 a month: 38.4% of one job’s pay.

  • payment = P·r / (1 − (1+r)^−n), P = $326,569 × 80% = $261,256, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $1,788/mo principal and interest
  • wage share = payment / (avg weekly wage $1,073 × 52 / 12 = $4,650) = 38% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs)
  • years of wages = $326,569 / ($1,073 × 52) = 5.9
  • price-to-rent = $326,569 / ($1,532 × 12) = 17.8

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 2026-10-07

16,311 jobs at 1,679 employers (2026 Q1); -1.8% jobs and -4.9% average weekly wage over the year

  • 66th pct · 1,071st of 3,221 US counties · median 8,232
  • 80th pct · 24th of 120 Kentucky counties · median 5,237
  • 45th pct · 7th of 12 counties in the Louisville/Jefferson County metro · median 16,814
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
Shelby County, KY16,311 jobs · $1,073/wk · -1.8% 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
Manufacturing3,367$1,3002.57-8.4%
Retail trade2,447$6521.54+1.8%
Accommodation and food services1,555$4371.06+5.3%
Health care and social assistance1,296$1,2010.53+0.8%
Administrative and waste services835$9130.90-13.8%
Other services771$9351.58+13.7%
Wholesale trade758$1,4711.21-2.1%
Construction720$1,4680.84-16.2%
Professional and technical services525$1,8280.47+5.2%
Finance and insurance364$1,8350.55+0.6%
Transportation and warehousing237$1,5270.34+20.3%
Utilities177$2,9232.75-0.6%

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.

Water #

unavailableretrieved 2026-10-07The water report is unavailable: The water report did not answer within 8000 ms

Banks & federal dollars #

currentretrieved 2026-10-07

$1.1 bn in deposits at 15 offices of 9 banks (SOD June 2026); HHI 1,570, moderately concentrated. $346.9 m federal obligations in FY2026 (direct payments $269.6 m, grants $67.2 m), $21,266 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
German American Bank$276.8 m · 24.7% share · 4 offices
Stock Yards Bank & Trust Company$239.6 m · 21.4% share · 4 offices
Traditional Bank, Inc.$157.8 m · 14.1% share · 1 office
Shelby, KY$346.9 m FY2026 · $21,266/job
MULTIPLE RECIPIENTS$264.5 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
German American Bank$276,801,00024.7%4
Stock Yards Bank & Trust Company$239,574,00021.4%4
Traditional Bank, Inc.$157,795,00014.1%1
JPMorgan Chase Bank, National Association$105,084,0009.4%1
Republic Bank & Trust Company$96,494,0008.6%1
Independence Bank of Kentucky$94,384,0008.4%1
Fifth Third Bank, National Association$79,424,0007.1%1
First Financial Bank$36,785,0003.3%1
U.S. Bank National Association$33,968,0003.0%1

Deposit concentration is 1,570 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 = 24.7² + 21.4² + 14.1² + … (6 more) = 1,570

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 2026-10-07

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

USAspending, FY2026, place of performance in this county.
Awarding agencyObligations
Social Security Administration$237,521,639
Department of Transportation$73,830,448
Department of Veterans Affairs$25,695,609
Department of Homeland Security$7,461,126
Department of Agriculture$5,149,531
Railroad Retirement Board$1,630,868
Department of Labor$1,260,616
Department of Housing and Urban Development$964,928
General Services Administration$371,951
Federal Communications Commission$1,970
Small Business Administration$0
Department of Energy$0

That is $21,266 per covered job, against 16,311 jobs in the 2026 Q1 QCEW quarter.

per job = FY2026 obligations $346.9 m / 16,311 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $21,266

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 2026-10-07

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 · ships3.002026-10-06-50.0%
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 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-105,572.002026-08-01-13.7%
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 2026-10-07

Shelby County, KY: 18 findings, 6 at a watch level and 12 noted

  1. watchShelby County, KY's average weekly wage is -4.9% against a year earlier, a watch level here: average weekly wage below the same quarter a year earlier, before inflation (BLS QCEW over-the-year percent change, as published, nominal dollars; convention chosen for this dashboard, 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.avgWeeklyWage = -4.9 < 0

    BLS QCEW over-the-year percent change, as published, nominal dollars; convention chosen for this dashboard, not an official level

  2. watchShelby County, KY's covered employment is -1.8% 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 = -1.8 < 0

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

  3. watchShelby County, KY's typical home value is -0.5% against a year earlier, a watch level here: typical home value below a year ago (arithmetic on Zillow ZHVI, county and metro files; 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: home.yoyPct = -0.5301315260034132 < 0

    arithmetic on Zillow ZHVI, county and metro files; not an official level

  4. watchShelby County, KY's momentum index is -0.47, a watch level here: momentum index in the cooling band (the cooling band of the momentum index computed here, score at or below -0.25; convention chosen for this dashboard, 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: momentum = -0.47067130876090485 <= -0.25
    • 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%)

    the cooling band of the momentum index computed here, score at or below -0.25; convention chosen for this dashboard, not an official level

  5. watchShelby County, KY's typical home value of -0.5% scores 17 on the 0-to-100 scale across US counties but 61 across Kentucky counties, a gap of 43 points.

    Period 2026-08.
    Show the arithmetic
    • 43 = |17 across US counties - 61 across Kentucky counties|

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

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 31140, all occupations · period May 2025 · retrieved 2026-10-07
  • publishedTIGERwebU.S. Census Bureauopen the source
    tigerWMS_Current · retrieved 2026-10-07
  • 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 2026-10-07
  • 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 2026-10-07
  • publishedZillow Observed Rent Index (ZORI)Zillow Researchopen the source
    County_zori_uc_sfrcondomfr_sm_month.csv · period 2026-08 · retrieved 2026-10-07
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-07 · price-to-rent = $326,569 / ($1,532 × 12) = 17.8
  • publishedFRED Economic DataFederal Reserve Bank of St. Louisopen the source
    MORTGAGE30US · period 2026-10-01 · retrieved 2026-10-07
  • publishedQuarterly Census of Employment and WagesU.S. Bureau of Labor Statisticsopen the source
    area 21211, all ownerships, all industries · period 2026-Q1 · retrieved 2026-10-07
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-07 · payment = P·r / (1 − (1+r)^−n), P = $326,569 × 80% = $261,256, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $1,788/mo principal and interest; wage share = payment / (avg weekly wage $1,073 × 52 / 12 = $4,650) = 38% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs); years of wages = $326,569 / ($1,073 × 52) = 5.9; price-to-rent = $326,569 / ($1,532 × 12) = 17.8
  • publishedQuarterly Census of Employment and WagesU.S. Bureau of Labor Statisticsopen the source
    area 21211, NAICS sectors, private ownership · period 2026-Q1 · retrieved 2026-10-07
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-07 · 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 -0.5% / ±10% × 0.3, jobs over-the-year change -1.8% / ±3% × 0.3, avg weekly wage over-the-year change -4.9% / ±6% × 0.25
  • publishedBankFind Suite APIFederal Deposit Insurance Corporationopen the source
    sod:21211:2026 · period 2026-06-30 · retrieved 2026-10-07
  • estimateBankFind Suite APIFederal Deposit Insurance Corporationopen the source
    sod-hhi:21211:2026 · period 2026-06-30 · retrieved 2026-10-07 · HHI = Σ (share %)² over 9 banks with deposits in the county = 24.7² + 21.4² + 14.1² + … (6 more) = 1,570
  • publishedUSAspending APIU.S. Department of the Treasuryopen the source
    spending_by_geography:county:FY2026 · period FY2026 · retrieved 2026-10-07
  • estimateUSAspending APIU.S. Department of the Treasuryopen the source
    · retrieved 2026-10-07 · per job = FY2026 obligations $346.9 m / 16,311 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $21,266
  • publishedUSAspending APIU.S. Department of the Treasuryopen the source
    spending_by_category:21211:FY2026 · period FY2026 · retrieved 2026-10-07
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-07 · typical home value / (typical rent × 12); Zillow ZHVI over ZORI, same month
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-07 · 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 2026-10-07 · typical home value / (average weekly wage × 52); one average covered job, not a household
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-07 · 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 2026-10-07 · 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 31140, all occupations. period May 2025. https://www.bls.gov/oes/tables.htm. accessed 2026-10-07.
  • U.S. Census Bureau. TIGERweb. series tigerWMS_Current. https://tigerweb.geo.census.gov/. accessed 2026-10-07.
  • 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 2026-10-07.
  • 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 2026-10-07.
  • 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 2026-10-07.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-07. estimate computed by Embedding Atlas: price-to-rent = $326,569 / ($1,532 × 12) = 17.8.
  • Federal Reserve Bank of St. Louis. FRED Economic Data. series MORTGAGE30US. period 2026-10-01. https://fred.stlouisfed.org/series/MORTGAGE30US. accessed 2026-10-07.
  • U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages. series area 21211, all ownerships, all industries. period 2026-Q1. https://data.bls.gov/cew/data/api/2026/1/area/21211.csv. accessed 2026-10-07.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-07. estimate computed by Embedding Atlas: payment = P·r / (1 − (1+r)^−n), P = $326,569 × 80% = $261,256, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $1,788/mo principal and interest; wage share = payment / (avg weekly wage $1,073 × 52 / 12 = $4,650) = 38% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs); years of wages = $326,569 / ($1,073 × 52) = 5.9; price-to-rent = $326,569 / ($1,532 × 12) = 17.8.
  • U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages. series area 21211, NAICS sectors, private ownership. period 2026-Q1. https://data.bls.gov/cew/data/api/2026/1/area/21211.csv. accessed 2026-10-07.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-07. 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 -0.5% / ±10% × 0.3, jobs over-the-year change -1.8% / ±3% × 0.3, avg weekly wage over-the-year change -4.9% / ±6% × 0.25.
  • Federal Deposit Insurance Corporation. BankFind Suite API. series sod:21211:2026. period 2026-06-30. https://api.fdic.gov/banks/sod?filters=STCNTYBR%3A21211+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 2026-10-07.
  • Federal Deposit Insurance Corporation. BankFind Suite API. series sod-hhi:21211:2026. period 2026-06-30. https://api.fdic.gov/banks/docs/. accessed 2026-10-07. estimate computed by Embedding Atlas: HHI = Σ (share %)² over 9 banks with deposits in the county = 24.7² + 21.4² + 14.1² + … (6 more) = 1,570.
  • 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 2026-10-07.
  • U.S. Department of the Treasury. USAspending API. https://api.usaspending.gov/. accessed 2026-10-07. estimate computed by Embedding Atlas: per job = FY2026 obligations $346.9 m / 16,311 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $21,266.
  • U.S. Department of the Treasury. USAspending API. series spending_by_category:21211:FY2026. period FY2026. https://api.usaspending.gov/api/v2/search/spending_by_category/. accessed 2026-10-07.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-07. 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 2026-10-07. 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 2026-10-07. 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 2026-10-07. 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 2026-10-07. 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 31140 metro area's, from the bundled BLS OEWS release: OEWS does not publish a county table.
  • Obligations are what agencies committed in FY2026 by place of performance: not outlays, and not the recipient's own location.
  • FY2026 closed 7 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 2026-10-07T00:33:13.088Z. Place identity tables pulled 2026-10-01.