Atoka County, OK

Housing, jobs, water, deposits and federal obligations for this county, each figure with the release it came from. Internal point 34.39, -96.04.

Assembled 2026-10-06. Read the brief.

Typical home value
$220,741
as of August 2026
  • 44th pct · 1,705th of 3,063 US counties · median $234,566
  • 78th pct · 17th of 77 Oklahoma counties · median $169,041
Home value, one year
+4.9%
as of August 2026
  • 70th pct · 891st of 3,063 US counties · median +2.9%
  • 67th pct · 26th of 77 Oklahoma counties · median +4.0%
Typical rent
not published
  • US counties: not published this period
  • Oklahoma counties: not published this period
Jobs
3,503
as of 2026 Q1-01
  • 28th pct · 2,309th of 3,221 US counties · median 8,232
  • 35th pct · 50th of 77 Oklahoma counties · median 7,282
Average weekly wage
$770
as of 2026 Q1-01
  • 4th pct · 3,084th of 3,221 US counties · median $1,039
  • 2nd pct · 75th of 77 Oklahoma counties · median $968
Years of wages per home
5.5
  • 72nd pct · 845th of 3,063 US counties · median 4.3
  • 96th pct · 4th of 77 Oklahoma counties · median 3.4

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 $220,741 (Aug 2026), +4.9% over one year, +41.3% over five

  • 44th pct · 1,705th of 3,063 US counties · median $234,566
  • 78th pct · 17th of 77 Oklahoma counties · median $169,041
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
Atoka County, OK$220,741 · +4.9% 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

Zillow publishes no rent index for this area (ZORI covers about 1,400 counties)

  • US counties: not published this period
  • Oklahoma counties: not published this period

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 $1,208 a month on $220,741 at 7.28%, against an average weekly wage worth $3,337 a month: 36.2% of one job’s pay.

  • payment = P·r / (1 − (1+r)^−n), P = $220,741 × 80% = $176,593, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $1,208/mo principal and interest
  • wage share = payment / (avg weekly wage $770 × 52 / 12 = $3,337) = 36% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs)
  • years of wages = $220,741 / ($770 × 52) = 5.5

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

3,503 jobs at 348 employers (2026 Q1); -1.8% jobs and +1.4% average weekly wage over the year

  • 28th pct · 2,309th of 3,221 US counties · median 8,232
  • 35th pct · 50th of 77 Oklahoma counties · median 7,282
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
Atoka County, OK3,503 jobs · $770/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
Retail trade544$6081.59+1.3%
Health care and social assistance286$5190.54-5.3%
Finance and insurance146$1,1161.02-2.7%
Transportation and warehousing130$8200.88-6.5%
Professional and technical services117$1,2260.48+24.5%
Manufacturing92$6910.33-11.5%
Construction58$1,0980.32-28.4%
Other services46$5330.44-17.9%
Real estate and rental12$1,0660.22+33.3%
Information9$1,2430.14-25.0%
Educational services5$1,2070.07-16.7%
Agriculture, forestry, fishingwithheld

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

D3 extreme 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 2026-10-06

91 % of conservation capacity, weighted over 9 TWDB reservoirs

Sites found: 13, 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.
SiteReadingDistance
Atoka Reservoir near Stringtown, OK100,400 Acre-ft (USGS, no capacity on file)7 km
McGee Creek Reservoir near Farris, OK92,830 Acre-ft (USGS, no capacity on file)17 km
Pat Mayse Lake91 % full · 114k ac-ft75 km
Bois d'Arc Lake90 % full · 368k ac-ft76 km
Lake Texoma94 % full · 1,244k ac-ft81 km
Lake Bonham78 % full · 11k ac-ft84 km
Lake Crook85 % full · 9k ac-ft86 km
Cooper (Chapman) Lake69 % full · 259k ac-ft124 km

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

24 gauges · 0 flooding · 0 with quality panels · 7 stale

Sites found: 24, 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
Muddy Boggy Creek near Farris, OKflow 95.7 ft³/s18 km
Clear Boggy Creek near Caney, OKflow 423.0 ft³/s · STALE22 km
Clear Boggy Creek abv Caney Creek nr Caney, OKflow 30.4 ft³/s22 km
Pine Creek at Eubanks, OKstage 3.55 ft · STALE41 km
Kiamichi River near Antlers, OKflow 40.5 ft³/s43 km
Delaware Cr Blw Del Cr Site 9 RSVR nr Bromide, OKflow 0.03 ft³/s46 km
Blue River near Blue, OKflow 76.3 ft³/s48 km
Muddy Boggy Creek near Unger, OKflow 274.0 ft³/s48 km
Blue River near Connerville, OKflow 44.5 ft³/s52 km
Unnamed Spring at Blue River nr Connerville, OKflow 0.26 ft³/s52 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

21 wells in 2 named aquifers: Arbuckle-Simpson aquifer, Alluvial aquifers

Sites found: 21, 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-342619096144201depth 12.2 ft · 1988-07-1220 km
Alluvial aquifersdepth 133.6 ft · 2024-12-1041 km
USGS-342510096363901depth 21.1 ft · 2025-03-1153 km
USGS-342618096380101depth 13.2 ft · 2025-03-1155 km
USGS-342336096381201depth 27.7 ft · 2025-03-1155 km
USGS-342921096381601depth 26.6 ft · 2025-03-1156 km
USGS-342619096411001depth 65.6 ft · 2026-07-0760 km
Arbuckle-Simpson aquiferdepth 9.44 ft · 2025-03-1160 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

moderate (0.44)

Σ wᵢ·termᵢ / Σ wᵢ = 0.35×0.75 + 0.3×0.09 / 0.65

Banks & federal dollars #

currentretrieved 2026-10-06

$335.3 m in deposits at 3 offices of 2 banks (SOD June 2026); HHI 5,876, highly concentrated. $87.0 m federal obligations in FY2026 (direct payments $83.0 m, grants $3.7 m), $24,839 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
Ameristate Bank$237.8 m · 70.9% share · 2 offices
FirstBank$97.5 m · 29.1% share · 1 office
Atoka, OK$87.0 m FY2026 · $24,839/job
MULTIPLE RECIPIENTS$80.4 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
Ameristate Bank$237,815,00070.9%2
FirstBank$97,482,00029.1%1

Deposit concentration is 5,876 across 2 banks, which the 1995 Department of Justice bank merger screen calls highly concentrated.

HHI = Σ (share %)² over 2 banks with deposits in the county = 70.9² + 29.1² = 5,876

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$68,005,804
Department of Veterans Affairs$12,193,008
Department of Education$1,923,338
Department of Agriculture$1,840,381
Department of Housing and Urban Development$1,036,156
Federal Communications Commission$838,080
Department of Transportation$725,046
Department of Defense$246,853
Railroad Retirement Board$129,119
Department of Health and Human Services$72,077

That is $24,839 per covered job, against 3,503 jobs in the 2026 Q1 QCEW quarter.

per job = FY2026 obligations $87.0 m / 3,503 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $24,839

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 · 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 2026-10-06

Atoka County, OK: 9 findings, 2 at a watch level and 7 noted

  1. watchAtoka County, OK'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

  2. watchAtoka County, OK's typical home value of $220,741 scores 44 on the 0-to-100 scale across US counties but 79 across Oklahoma counties, a gap of 35 points.

    Period 2026-08.
    Show the arithmetic
    • 35 = |44 across US counties - 79 across Oklahoma counties|

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

  3. noteAtoka County, OK's covered employment was 1.8% 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
    • -1.8 % = 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. noteAtoka County, OK's average weekly wage was 1.4% 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
    • +1.4 % = 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. noteAtoka County, OK's typical home value rose 0.8% from $218,954 in July 2026 to $220,741 in August 2026, on Zillow ZHVI.

    Period 2026-08.
    Show the arithmetic
    • +0.8% = (220740.83983392027 - 218954.46833042533) / 218954.46833042533 × 100
    • 220740.83983392027 = Zillow ZHVI, 2026-08
    • 218954.46833042533 = Zillow ZHVI, 2026-07

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 #

  • 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
  • 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 40005, 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 = $220,741 × 80% = $176,593, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $1,208/mo principal and interest; wage share = payment / (avg weekly wage $770 × 52 / 12 = $3,337) = 36% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs); years of wages = $220,741 / ($770 × 52) = 5.5
  • publishedQuarterly Census of Employment and WagesU.S. Bureau of Labor Statisticsopen the source
    area 40005, NAICS sectors, private ownership · period 2026-Q1 · 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 +4.9% / ±10% × 0.3, jobs over-the-year change -1.8% / ±3% × 0.3, avg weekly wage over-the-year change +1.4% / ±6% × 0.25
  • publishedU.S. Drought MonitorNational Drought Mitigation Center, USDA, NOAAopen the source
    USDM_current · retrieved 2026-10-06
  • publishedWater Data for Texas reservoirsTexas Water Development Boardopen the source
    recent-conditions.json · period 2026-10-06 · retrieved 2026-10-06
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-continuous 00062,00054 · period 2026-10-06T19:30:00.000Z · retrieved 2026-10-06
  • estimateWater Data for Texas reservoirsTexas Water Development Boardopen the source
    · retrieved 2026-10-06 · weighted percent full = Σ(capacity × percent full) / Σ capacity = 2,591,050 / 2,834,010 ac-ft = 91.4 %
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-continuous 00060,00065 · period 2026-10-06T19:30:00.000Z · retrieved 2026-10-06
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-daily 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 = 0.35×0.75 + 0.3×0.09 / 0.65 = 0.44; terms drought (D3 / 4), reservoirs (1 − 91 % / 100)
  • publishedUSGS Water Data APIU.S. Geological Surveyopen the source
    latest-continuous 00060,00065,00010,00300,00095,00400,63680,00062,00054 · period 2026-10-06T19:30:00+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:40005:2026 · period 2026-06-30 · retrieved 2026-10-06
  • estimateBankFind Suite APIFederal Deposit Insurance Corporationopen the source
    sod-hhi:40005:2026 · period 2026-06-30 · retrieved 2026-10-06 · HHI = Σ (share %)² over 2 banks with deposits in the county = 70.9² + 29.1² = 5,876
  • 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 $87.0 m / 3,503 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $24,839
  • publishedUSAspending APIU.S. Department of the Treasuryopen the source
    spending_by_category:40005:FY2026 · period FY2026 · retrieved 2026-10-06
  • 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

Citations

  • 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.
  • 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 40005, all ownerships, all industries. period 2026-Q1. https://data.bls.gov/cew/data/api/2026/1/area/40005.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 = $220,741 × 80% = $176,593, r = 7.28%/12 (Freddie Mac PMMS via FRED, 2026-10-01), n = 360 → $1,208/mo principal and interest; wage share = payment / (avg weekly wage $770 × 52 / 12 = $3,337) = 36% of one average job's pay (BLS QCEW 2026 Q1, all covered jobs); years of wages = $220,741 / ($770 × 52) = 5.5.
  • U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages. series area 40005, NAICS sectors, private ownership. period 2026-Q1. https://data.bls.gov/cew/data/api/2026/1/area/40005.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: 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 +4.9% / ±10% × 0.3, jobs over-the-year change -1.8% / ±3% × 0.3, avg weekly wage over-the-year change +1.4% / ±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.
  • Texas Water Development Board. Water Data for Texas reservoirs. series recent-conditions.json. period 2026-10-06. https://www.waterdatafortexas.org/reservoirs/recent-conditions.json. accessed 2026-10-06.
  • U.S. Geological Survey. USGS Water Data API. series latest-continuous 00062,00054. period 2026-10-06T19:30:00.000Z. https://api.waterdata.usgs.gov/ogcapi/v0/collections/latest-continuous/items. accessed 2026-10-06.
  • Texas Water Development Board. Water Data for Texas reservoirs. https://www.waterdatafortexas.org/reservoirs. accessed 2026-10-06. estimate computed by Embedding Atlas: weighted percent full = Σ(capacity × percent full) / Σ capacity = 2,591,050 / 2,834,010 ac-ft = 91.4 %.
  • U.S. Geological Survey. USGS Water Data API. series latest-continuous 00060,00065. period 2026-10-06T19:30:00.000Z. 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. 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 = 0.35×0.75 + 0.3×0.09 / 0.65 = 0.44; terms drought (D3 / 4), reservoirs (1 − 91 % / 100).
  • U.S. Geological Survey. USGS Water Data API. series latest-continuous 00060,00065,00010,00300,00095,00400,63680,00062,00054. period 2026-10-06T19:30:00+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:40005:2026. period 2026-06-30. https://api.fdic.gov/banks/sod?filters=STCNTYBR%3A40005+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:40005:2026. period 2026-06-30. https://api.fdic.gov/banks/docs/. accessed 2026-10-06. estimate computed by Embedding Atlas: HHI = Σ (share %)² over 2 banks with deposits in the county = 70.9² + 29.1² = 5,876.
  • 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 $87.0 m / 3,503 covered jobs (BLS QCEW 2026 Q1, all ownerships) = $24,839.
  • U.S. Department of the Treasury. USAspending API. series spending_by_category:40005: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: 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.

What these numbers are not

  • 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, reservoirs); 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 2026-10-06T19:46:37.432Z. Place identity tables pulled 2026-10-01.