FIPS 24021, MD

Housing, jobs, water, deposits and federal obligations for this county, each figure with the release it came from. Internal point 39.47, -77.40.

Assembled 2026-10-02. Read the brief.

Typical home value
$498,471
as of August 2026
  • 93rd pct · 203rd of 3,063 US counties · median $234,566
Home value, one year
-0.1%
as of August 2026
  • 19th pct · 2,453rd of 3,063 US counties · median +2.9%
Typical rent
$2,210
as of August 2026
  • 90th pct · 139th of 1,399 US counties · median $1,496
Jobs
104,031
as of 2026 Q1-01
  • 91st pct · 289th of 3,221 US counties · median 8,232
Average weekly wage
$1,390
as of 2026 Q1-01
  • 89th pct · 350th of 3,221 US counties · median $1,039
Years of wages per home
6.9
  • 87th pct · 384th of 3,063 US counties · median 4.3

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 2026-10-02

Typical home $498,471 (Aug 2026), -0.1% over one year, +18.7% over five

  • 93rd pct · 203rd of 3,063 US counties · median $234,566
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
Frederick County$498,471 · -0.1% 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 2026-10-02

Typical rent $2,210/mo (Aug 2026), +2.2% over one year; price-to-rent 18.8

  • 90th pct · 139th of 1,399 US counties · median $1,496
Zillow Observed Rent Index (ZORI), smoothed, all homes and multifamily; price-to-rent = typical home / (typical rent × 12).
ItemValueDistance
Frederick County$2,210/mo · +2.2% 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 2026-10-02

Principal and interest of $2,728 a month on $498,471 at 7.28%, against an average weekly wage worth $6,023 a month: 45.3% of one job’s pay.

  • payment = P·r / (1 − (1+r)^−n), P = $498,471 × 80% = $398,777, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $2,728/mo principal and interest
  • wage share = payment / (avg weekly wage $1,390 × 52 / 12 = $6,023) = 45% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs)
  • years of wages = $498,471 / ($1,390 × 52) = 6.9
  • price-to-rent = $498,471 / ($2,210 × 12) = 18.8

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 2026-10-02

104,031 jobs at 7,741 employers (2026 Q1); -3.3% jobs and -1.8% average weekly wage over the year

  • 91st pct · 289th of 3,221 US counties · median 8,232
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
Frederick County104,031 jobs · $1,390/wk · -3.3% 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
Retail trade14,577$8231.44-1.2%
Health care and social assistance13,249$1,2000.85-0.1%
Accommodation and food services10,249$5391.10+2.2%
Construction9,223$1,5581.69-6.7%
Professional and technical services9,199$2,1511.28-7.1%
Manufacturing5,757$1,6160.69-1.0%
Other services4,976$1,0311.60+17.5%
Administrative and waste services4,714$1,0980.80-1.4%
Wholesale trade2,585$1,9630.65-8.5%
Finance and insurance2,535$3,2680.60-29.6%
Educational services2,269$8211.01-1.4%
Transportation and warehousing1,483$1,0380.34-13.2%

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.

Water #

unavailableretrieved 2026-10-02County 24021 has no centroid in the offline manifest yet, and the water report is a search around a point.

Banks & federal dollars #

currentretrieved 2026-10-02

$6.6 bn in deposits at 58 offices of 15 banks (SOD June 2026); HHI 1,369, moderately concentrated. $2.7 bn federal obligations in FY2026 (direct payments $1.5 bn, contracts $1.1 bn), $26,237 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
PNC Bank, National Association$1.8 bn · 26.7% share · 11 offices
Truist Bank$1.1 bn · 16.1% share · 10 offices
Bank of America, National Association$772.5 m · 11.7% share · 4 offices
Frederick, MD$2.7 bn FY2026 · $26,237/job
MULTIPLE RECIPIENTS$1.5 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
PNC Bank, National Association$1,765,929,00026.7%11
Truist Bank$1,062,978,00016.1%10
Bank of America, National Association$772,523,00011.7%4
Manufacturers and Traders Trust Company$503,872,0007.6%6
Atlantic Union Bank$476,995,0007.2%3
Woodsboro Bank$445,859,0006.7%5
Middletown Valley Bank$430,220,0006.5%4
Capital One, National Association$295,483,0004.5%2
ACNB Bank$289,515,0004.4%4
First United Bank & Trust$258,559,0003.9%3

Deposit concentration is 1,369 across 15 banks, which the 1995 Department of Justice bank merger screen calls moderately concentrated.

HHI = Σ (share %)² over 15 banks with deposits in the county = 26.7² + 16.1² + 11.7² + … (12 more) = 1,369

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 2026-10-02

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

USAspending, FY2026, place of performance in this county.
Awarding agencyObligations
Social Security Administration$1,259,183,479
Department of Health and Human Services$629,408,809
Department of Veterans Affairs$317,969,962
Department of Defense$257,135,907
Department of Homeland Security$99,050,215
Department of Transportation$54,313,177
Department of Commerce$36,939,481
Environmental Protection Agency$23,998,313
Department of Housing and Urban Development$23,992,702
Department of Education$16,355,423
Department of Agriculture$11,402,058
General Services Administration$9,764,864

That is $26,237 per covered job, against 104,031 jobs in the 2026 Q1 QCEW quarter.

per job = FY2026 obligations $2.7 bn / 104,031 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $26,237

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 2026-10-02

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 · ft16.502026-09-30-11.7%
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 · %67.282026-10-01not published
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 · %4.102026-08-01+0.0%
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 2026-10-02

FIPS 24021, MD: 14 findings, 1 at an alert level, 4 at a watch level and 9 noted

  1. alertFIPS 24021, MD's covered employment is -3.3% against a year earlier, an alert level here: covered employment at least 3 percent below the same quarter a year earlier (BLS QCEW over-the-year percent change, as published; 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.emp = -3.3 <= -3

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

  2. watchFIPS 24021, MD's covered employment is -3.3% 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 = -3.3 < 0

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

  3. watchFIPS 24021, MD's average weekly wage is -1.8% 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 = -1.8 < 0

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

  4. watchFIPS 24021, MD's typical home value is -0.1% 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 = -0.10774224679247622 < 0

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

  5. watchFIPS 24021, MD's momentum index is -0.35, 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 = -0.34586409837531823 <= -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

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 #

  • publishedTIGERwebU.S. Census Bureauopen the source
    tigerWMS_Current · retrieved 2026-10-02
  • 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 2026-10-02
  • 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 2026-10-02
  • publishedZillow Observed Rent Index (ZORI)Zillow Researchopen the source
    County_zori_uc_sfrcondomfr_sm_month.csv · period 2026-08 · retrieved 2026-10-02
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-02 · price-to-rent = $498,471 / ($2,210 × 12) = 18.8
  • publishedFRED Economic DataFederal Reserve Bank of St. Louisopen the source
    MORTGAGE30US · period 2026-10-01 · retrieved 2026-10-02
  • publishedQuarterly Census of Employment and WagesU.S. Bureau of Labor Statisticsopen the source
    area 24021, all ownerships, all industries · period 2026-Q1 · retrieved 2026-10-02
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-02 · payment = P·r / (1 − (1+r)^−n), P = $498,471 × 80% = $398,777, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $2,728/mo principal and interest; wage share = payment / (avg weekly wage $1,390 × 52 / 12 = $6,023) = 45% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs); years of wages = $498,471 / ($1,390 × 52) = 6.9; price-to-rent = $498,471 / ($2,210 × 12) = 18.8
  • publishedQuarterly Census of Employment and WagesU.S. Bureau of Labor Statisticsopen the source
    area 24021, NAICS sectors, private ownership · period 2026-Q1 · retrieved 2026-10-02
  • publishedWorld Port Index (Pub 150)National Geospatial-Intelligence Agencyopen the source
    Pub 150 World Port Index · retrieved 2026-10-02
  • publishedPort Performance Freight StatisticsU.S. Bureau of Transportation Statisticsopen the source
    5rpz-kgm9 port statistics · period 2023 · retrieved 2026-10-02
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-02 · 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 -0.1% / ±10% × 0.3, rent 1-yr change +2.2% / ±10% × 0.15, jobs over-the-year change -3.3% / ±3% × 0.3, avg weekly wage over-the-year change -1.8% / ±6% × 0.25
  • publishedBankFind Suite APIFederal Deposit Insurance Corporationopen the source
    sod:24021:2026 · period 2026-06-30 · retrieved 2026-10-02
  • estimateBankFind Suite APIFederal Deposit Insurance Corporationopen the source
    sod-hhi:24021:2026 · period 2026-06-30 · retrieved 2026-10-02 · HHI = Σ (share %)² over 15 banks with deposits in the county = 26.7² + 16.1² + 11.7² + … (12 more) = 1,369
  • publishedUSAspending APIU.S. Department of the Treasuryopen the source
    spending_by_geography:county:FY2026 · period FY2026 · retrieved 2026-10-02
  • estimateUSAspending APIU.S. Department of the Treasuryopen the source
    · retrieved 2026-10-02 · per job = FY2026 obligations $2.7 bn / 104,031 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $26,237
  • publishedUSAspending APIU.S. Department of the Treasuryopen the source
    spending_by_category:24021:FY2026 · period FY2026 · retrieved 2026-10-02
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-02 · typical home value / (typical rent × 12); Zillow ZHVI over ZORI, same month
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-02 · 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 2026-10-02 · typical home value / (average weekly wage × 52); one average covered job, not a household
  • estimateZillow Home Value Index (ZHVI)Zillow Researchopen the source
    · retrieved 2026-10-02 · 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 2026-10-02 · month-over-month percent change = (newest month − previous month) / |previous month| × 100, from Zillow's own published month columns

Citations

  • U.S. Census Bureau. TIGERweb. series tigerWMS_Current. https://tigerweb.geo.census.gov/. accessed 2026-10-02.
  • 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 2026-10-02.
  • 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 2026-10-02.
  • 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 2026-10-02.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-02. estimate computed by Embedding Atlas: price-to-rent = $498,471 / ($2,210 × 12) = 18.8.
  • Federal Reserve Bank of St. Louis. FRED Economic Data. series MORTGAGE30US. period 2026-10-01. https://fred.stlouisfed.org/series/MORTGAGE30US. accessed 2026-10-02.
  • U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages. series area 24021, all ownerships, all industries. period 2026-Q1. https://data.bls.gov/cew/data/api/2026/1/area/24021.csv. accessed 2026-10-02.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-02. estimate computed by Embedding Atlas: payment = P·r / (1 − (1+r)^−n), P = $498,471 × 80% = $398,777, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $2,728/mo principal and interest; wage share = payment / (avg weekly wage $1,390 × 52 / 12 = $6,023) = 45% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs); years of wages = $498,471 / ($1,390 × 52) = 6.9; price-to-rent = $498,471 / ($2,210 × 12) = 18.8.
  • U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages. series area 24021, NAICS sectors, private ownership. period 2026-Q1. https://data.bls.gov/cew/data/api/2026/1/area/24021.csv. accessed 2026-10-02.
  • National Geospatial-Intelligence Agency. World Port Index (Pub 150). series Pub 150 World Port Index. https://msi.nga.mil/Publications/WPI. accessed 2026-10-02.
  • 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 2026-10-02.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-02. 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 -0.1% / ±10% × 0.3, rent 1-yr change +2.2% / ±10% × 0.15, jobs over-the-year change -3.3% / ±3% × 0.3, avg weekly wage over-the-year change -1.8% / ±6% × 0.25.
  • Federal Deposit Insurance Corporation. BankFind Suite API. series sod:24021:2026. period 2026-06-30. https://banks.data.fdic.gov/api/sod?filters=STCNTYBR%3A24021+AND+YEAR%3A2026&fields=CERT%2CNAMEFULL%2CBRNUM%2CUNINUMBR%2CDEPSUMBR%2CASSET%2CSTCNTYBR%2CCNTYNAMB%2CSTALPBR%2CYEAR%2CSIMS_LATITUDE%2CSIMS_LONGITUDE&format=json&limit=10000. accessed 2026-10-02.
  • Federal Deposit Insurance Corporation. BankFind Suite API. series sod-hhi:24021:2026. period 2026-06-30. https://banks.data.fdic.gov/docs/. accessed 2026-10-02. estimate computed by Embedding Atlas: HHI = Σ (share %)² over 15 banks with deposits in the county = 26.7² + 16.1² + 11.7² + … (12 more) = 1,369.
  • 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 2026-10-02.
  • U.S. Department of the Treasury. USAspending API. https://api.usaspending.gov/. accessed 2026-10-02. estimate computed by Embedding Atlas: per job = FY2026 obligations $2.7 bn / 104,031 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $26,237.
  • U.S. Department of the Treasury. USAspending API. series spending_by_category:24021:FY2026. period FY2026. https://api.usaspending.gov/api/v2/search/spending_by_category/. accessed 2026-10-02.
  • Zillow Research. Zillow Home Value Index (ZHVI). https://www.zillow.com/research/data/. accessed 2026-10-02. 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 2026-10-02. 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 2026-10-02. 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 2026-10-02. 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 2026-10-02. 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

  • County 24021 is not in the offline place manifest yet (21 of about 3,235 counties are), so its name and centroid have to come from upstream at request time.
  • Obligations are what agencies committed in FY2026 by place of performance: not outlays, and not the recipient's own location.
  • FY2026 closed 2 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 2026-10-02T02:17:36.375Z. Place identity tables have never been pulled: names, centroids and memberships come from the offline seed, which is complete for states and metropolitan areas and partial for counties.