FIPS 40031, OK: 9 findings, 1 at a watch level and 8 noted

9 findings fired for FIPS 40031, OK this run, against a typical home value of $160,787 in August 2026 and covered employment of 40,255 in 2026 Q1.

Rules version 1. Assembled 2026-10-02. Back to FIPS 40031, OK.

9 findings #

currentretrieved 2026-10-02

  1. watchFIPS 40031, 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. noteFIPS 40031, 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

  3. noteFIPS 40031, OK's average weekly wage was 1.5% 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
    • +1.5 % = 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. noteFIPS 40031, OK's typical home value rose 0.9% from $159,297 in July 2026 to $160,787 in August 2026, on Zillow ZHVI.

    Period 2026-08.
    Show the arithmetic
    • +0.9% = (160787.17365216016 - 159297.24244459652) / 159297.24244459652 × 100
    • 160787.17365216016 = Zillow ZHVI, 2026-08
    • 159297.24244459652 = Zillow ZHVI, 2026-07

  5. noteFIPS 40031, OK's typical asking rent rose 0.3% from $1,137 in July 2026 to $1,141 in August 2026, on Zillow ZORI.

    Period 2026-08.
    Show the arithmetic
    • +0.3% = (1140.549441780355 - 1137.015779799948) / 1137.015779799948 × 100
    • 1140.549441780355 = Zillow ZORI, 2026-08
    • 1137.015779799948 = Zillow ZORI, 2026-07

  6. noteFIPS 40031, OK's price-to-rent ratio of 11.7 ranks 1,317th of 1,399 US counties, against a median of 17.2.

    Period 2026-08.
    Show the arithmetic
    • 6 on the 0-to-100 scale across 1399 US counties that published priceToRent
    • typical home value / (typical rent × 12); Zillow ZHVI over ZORI, same month

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

  7. noteThe next Unemployment rate (BLS Employment Situation, monthly) covering FIPS 40031, OK is due between 2026-09-25 and 2026-10-09, estimated from the publisher's past release pattern.

    Show the arithmetic
    • window = 2026-09-25 to 2026-10-09, estimated from the publisher's past release pattern

    estimated from the publisher's past release pattern; not an announced date

  8. noteThe next Zillow ZHVI typical home value (monthly) covering FIPS 40031, OK is due between 2026-10-14 and 2026-10-21, estimated from the publisher's past release pattern.

    Show the arithmetic
    • window = 2026-10-14 to 2026-10-21, estimated from the publisher's past release pattern

    estimated from the publisher's past release pattern; not an announced date

  9. noteThe next Zillow ZORI typical rent (monthly) covering FIPS 40031, OK is due between 2026-10-14 and 2026-10-21, estimated from the publisher's past release pattern.

    Show the arithmetic
    • window = 2026-10-14 to 2026-10-21, estimated from the publisher's past release pattern

    estimated from the publisher's past release pattern; not an announced date

Findings come from a fixed rule table and a fixed sentence per rule. There is no model in this path: the numbers are detected, ordered and worded by code, and every one of them prints the operation that produced it.

Next release #

currentretrieved 2026-10-02

Unemployment rate (BLS Employment Situation, monthly), expected between 2026-09-25 and 2026-10-09.

The window is approximate: the publisher has not posted a date for this release, so it is inferred from the cadence of previous ones.

The same brief, narrowed #

currentretrieved 2026-10-02

A lens keeps the findings whose subject matches one reader's interest and hides the rest. Every lens brief points its canonical here.

Subscribe #

currentretrieved 2026-10-02

The same findings as a feed. Entry ids are content hashes with no clock in them, so an unchanged finding is never sent twice.

Sources #

  • publishedQuarterly Census of Employment and WagesU.S. Bureau of Labor Statisticsopen the source
    area 40031, all ownerships, all industries · period 2026-Q1 · 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 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 · 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 · month-over-month percent change = (newest month − previous month) / |previous month| × 100, from Zillow's own published month columns
  • 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%)
  • 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
  • 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

Citations

  • U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages. series area 40031, all ownerships, all industries. period 2026-Q1. https://data.bls.gov/cew/data/api/2026/1/area/40031.csv. 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 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: 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: month-over-month percent change = (newest month − previous month) / |previous month| × 100, from Zillow's own published month columns.
  • 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%).
  • 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.
  • 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.

What these numbers are not

  • The newest BLS QCEW file carries no year-earlier level, only the over-the-year percent change BLS publishes itself. Every employment and wage comparison here states that published change; none of them is a move from one level to another, because the two levels are not both in the file.
  • A percentile here is a min-max scaling of average rank across the entities that published the metric this period: the smallest published value scores 0 and the largest scores 100. It is not the share of entities below the value, and entities that did not publish the metric are counted in neither the rank nor its denominator.
  • The named indicators shown beside this brief are national or basin-level series, not measurements of FIPS 40031, OK; 30-year fixed mortgage rate (watch), Los Angeles + Long Beach container volume, annual (watch), Shanghai to Los Angeles container rate (watch) and WTI crude oil, spot (watch) are at a watch or alert level. They are context.
  • County 40031 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 2026-10-02T06:24:42.475Z. 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.