Table Data - All Employees: Professional and Business Services: Employment Services in Oklahoma
| Title | All Employees: Professional and Business Services: Employment Services in Oklahoma |
|---|---|
| Series ID | SMU40000006056130001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-04-01 |
| Last Updated | 2026-05-26 1:15 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 18.5864262856142 |
| 1990-02-01 | 18.3874433932211 |
| 1990-03-01 | 18.5586026712747 |
| 1990-04-01 | 17.9471723676118 |
| 1990-05-01 | 17.6420988868327 |
| 1990-06-01 | 17.7088927975969 |
| 1990-07-01 | 17.6999153520545 |
| 1990-08-01 | 17.5441704891187 |
| 1990-09-01 | 19.2855522488952 |
| 1990-10-01 | 16.0669815821733 |
| 1990-11-01 | 16.8679437832500 |
| 1990-12-01 | 17.6506845087732 |
| 1991-01-01 | 17.4941350598750 |
| 1991-02-01 | 17.5645212187015 |
| 1991-03-01 | 17.4550495518432 |
| 1991-04-01 | 17.5054568135596 |
| 1991-05-01 | 17.1273294304789 |
| 1991-06-01 | 17.0891755124191 |
| 1991-07-01 | 16.1255273543114 |
| 1991-08-01 | 16.5830020244807 |
| 1991-09-01 | 16.1674810151202 |
| 1991-10-01 | 15.9991156576334 |
| 1991-11-01 | 16.2232729512136 |
| 1991-12-01 | 15.9356895217960 |
| 1992-01-01 | 16.4747033992009 |
| 1992-02-01 | 16.4313701027758 |
| 1992-03-01 | 16.4919102174355 |
| 1992-04-01 | 17.7883992940023 |
| 1992-05-01 | 17.7308327733565 |
| 1992-06-01 | 16.8392170692380 |
| 1992-07-01 | 17.9993710875299 |
| 1992-08-01 | 18.2099028101182 |
| 1992-09-01 | 18.7483510868554 |
| 1992-10-01 | 19.1094470986640 |
| 1992-11-01 | 19.3451275701474 |
| 1992-12-01 | 19.6458231381657 |
| 1993-01-01 | 20.2260621735018 |
| 1993-02-01 | 20.7078707214669 |
| 1993-03-01 | 20.6480827698525 |
| 1993-04-01 | 20.5299011780679 |
| 1993-05-01 | 20.6920225596471 |
| 1993-06-01 | 21.1538744555113 |
| 1993-07-01 | 21.7040254488654 |
| 1993-08-01 | 21.2734485105617 |
| 1993-09-01 | 21.3926287661357 |
| 1993-10-01 | 21.6362008716047 |
| 1993-11-01 | 21.6654617861568 |
| 1993-12-01 | 21.9845409488677 |
| 1994-01-01 | 21.3161715354734 |
| 1994-02-01 | 21.0597703079922 |
| 1994-03-01 | 20.9688621015739 |
| 1994-04-01 | 22.8288085330971 |
| 1994-05-01 | 22.9662372460190 |
| 1994-06-01 | 23.4913016462973 |
| 1994-07-01 | 24.1131396518406 |
| 1994-08-01 | 24.6556643299190 |
| 1994-09-01 | 25.0706801561507 |
| 1994-10-01 | 25.2977553330326 |
| 1994-11-01 | 25.8130047932196 |
| 1994-12-01 | 26.4154673673628 |
| 1995-01-01 | 25.9193504192902 |
| 1995-02-01 | 26.6550382000287 |
| 1995-03-01 | 26.7738563351595 |
| 1995-04-01 | 26.2113498101848 |
| 1995-05-01 | 26.4956070758585 |
| 1995-06-01 | 26.5871340718837 |
| 1995-07-01 | 26.1212868119373 |
| 1995-08-01 | 27.2402685567295 |
| 1995-09-01 | 27.5580551269322 |
| 1995-10-01 | 28.4808793323388 |
| 1995-11-01 | 29.7179722431554 |
| 1995-12-01 | 30.0947137741632 |
| 1996-01-01 | 31.3327039983342 |
| 1996-02-01 | 31.7849370562367 |
| 1996-03-01 | 31.8951458452274 |
| 1996-04-01 | 31.2454952054466 |
| 1996-05-01 | 32.2545103369811 |
| 1996-06-01 | 32.5784303470254 |
| 1996-07-01 | 32.8123112491830 |
| 1996-08-01 | 34.2867683441294 |
| 1996-09-01 | 34.0961853882292 |
| 1996-10-01 | 33.9249800933254 |
| 1996-11-01 | 33.5831266723724 |
| 1996-12-01 | 33.9735266669955 |
| 1997-01-01 | 34.5841689368847 |
| 1997-02-01 | 34.9536411272997 |
| 1997-03-01 | 35.4382799135391 |
| 1997-04-01 | 36.0480770701074 |
| 1997-05-01 | 36.3917078268046 |
| 1997-06-01 | 36.6015536058541 |
| 1997-07-01 | 37.3091304691721 |
| 1997-08-01 | 37.4702039033540 |
| 1997-09-01 | 38.0528210346031 |
| 1997-10-01 | 37.9044193981388 |
| 1997-11-01 | 38.4088344362681 |
| 1997-12-01 | 39.2770976818787 |
| 1998-01-01 | 39.4389639410439 |
| 1998-02-01 | 40.0900198362836 |
| 1998-03-01 | 41.1359001563213 |
| 1998-04-01 | 41.9776370848526 |
| 1998-05-01 | 43.1302419978633 |
| 1998-06-01 | 43.4814426224991 |
| 1998-07-01 | 43.6479171996839 |
| 1998-08-01 | 43.1780648503301 |
| 1998-09-01 | 43.2838470846903 |
| 1998-10-01 | 43.5882767709718 |
| 1998-11-01 | 43.7491074099062 |
| 1998-12-01 | 44.4589036626449 |
| 1999-01-01 | 45.1968201807563 |
| 1999-02-01 | 45.7102066589011 |
| 1999-03-01 | 45.8953551703322 |
| 1999-04-01 | 45.9260010618005 |
| 1999-05-01 | 46.6943654069625 |
| 1999-06-01 | 47.9276503046520 |
| 1999-07-01 | 47.3703941458157 |
| 1999-08-01 | 47.9436946755166 |
| 1999-09-01 | 48.5500487016096 |
| 1999-10-01 | 49.7978364013512 |
| 1999-11-01 | 50.3450800747134 |
| 1999-12-01 | 50.6178167845563 |
| 2000-01-01 | 47.5105746554368 |
| 2000-02-01 | 46.8388208198494 |
| 2000-03-01 | 47.8107097044324 |
| 2000-04-01 | 48.5683095251857 |
| 2000-05-01 | 48.6078781686912 |
| 2000-06-01 | 48.3889192983699 |
| 2000-07-01 | 49.3309020515133 |
| 2000-08-01 | 49.5911754957865 |
| 2000-09-01 | 49.4315938354294 |
| 2000-10-01 | 50.5168409247416 |
| 2000-11-01 | 50.9707594479656 |
| 2000-12-01 | 49.6430630206887 |
| 2001-01-01 | 48.9897013010693 |
| 2001-02-01 | 49.1437869198910 |
| 2001-03-01 | 49.4358756995253 |
| 2001-04-01 | 49.7112604645217 |
| 2001-05-01 | 49.1389437565541 |
| 2001-06-01 | 50.3069562724936 |
| 2001-07-01 | 49.9651114240951 |
| 2001-08-01 | 50.3321662643312 |
| 2001-09-01 | 49.9505887641804 |
| 2001-10-01 | 48.2269900784286 |
| 2001-11-01 | 48.4242370155479 |
| 2001-12-01 | 48.5576216822137 |
| 2002-01-01 | 46.1480759670358 |
| 2002-02-01 | 46.7245994454006 |
| 2002-03-01 | 46.6304162613960 |
| 2002-04-01 | 46.2053141718421 |
| 2002-05-01 | 46.4410331079656 |
| 2002-06-01 | 45.6053442962980 |
| 2002-07-01 | 44.3204699290534 |
| 2002-08-01 | 43.8535883027768 |
| 2002-09-01 | 43.6130350209138 |
| 2002-10-01 | 42.5258311658891 |
| 2002-11-01 | 42.3433152677605 |
| 2002-12-01 | 42.3104644131471 |
| 2003-01-01 | 42.3244745076982 |
| 2003-02-01 | 41.4477771632177 |
| 2003-03-01 | 40.6635797941146 |
| 2003-04-01 | 39.2893297849606 |
| 2003-05-01 | 39.9048120804065 |
| 2003-06-01 | 39.4045354452206 |
| 2003-07-01 | 41.4634354711683 |
| 2003-08-01 | 40.2301254051226 |
| 2003-09-01 | 40.4097725920471 |
| 2003-10-01 | 40.9638652060421 |
| 2003-11-01 | 41.0740900529233 |
| 2003-12-01 | 41.1593721057320 |
| 2004-01-01 | 44.2945194090016 |
| 2004-02-01 | 44.4217724200750 |
| 2004-03-01 | 43.3502033362707 |
| 2004-04-01 | 45.1630688705425 |
| 2004-05-01 | 45.1410767348075 |
| 2004-06-01 | 44.9007646369356 |
| 2004-07-01 | 46.5745032670783 |
| 2004-08-01 | 45.1092082503305 |
| 2004-09-01 | 44.8502070115057 |
| 2004-10-01 | 46.0186421113164 |
| 2004-11-01 | 45.1575870102100 |
| 2004-12-01 | 44.5316811619786 |
| 2005-01-01 | 43.3721527637882 |
| 2005-02-01 | 43.8607347061635 |
| 2005-03-01 | 43.6611627071109 |
| 2005-04-01 | 44.6206116532073 |
| 2005-05-01 | 44.6503857268051 |
| 2005-06-01 | 45.4967279305616 |
| 2005-07-01 | 45.5360595819920 |
| 2005-08-01 | 45.8352380368855 |
| 2005-09-01 | 46.4010001406197 |
| 2005-10-01 | 46.5754119383582 |
| 2005-11-01 | 47.2536089650307 |
| 2005-12-01 | 47.8132515699780 |
| 2006-01-01 | 47.7210464554184 |
| 2006-02-01 | 47.7062924053703 |
| 2006-03-01 | 47.8813104434162 |
| 2006-04-01 | 46.6008115476751 |
| 2006-05-01 | 46.9633322405196 |
| 2006-06-01 | 47.5156229842527 |
| 2006-07-01 | 46.2729287847728 |
| 2006-08-01 | 46.1338425775894 |
| 2006-09-01 | 46.0635908082887 |
| 2006-10-01 | 45.5583851890535 |
| 2006-11-01 | 45.4674251199301 |
| 2006-12-01 | 45.6042328428503 |
| 2007-01-01 | 46.3351673346599 |
| 2007-02-01 | 46.7800976180453 |
| 2007-03-01 | 47.5162250909420 |
| 2007-04-01 | 47.3605840994533 |
| 2007-05-01 | 47.7809346062629 |
| 2007-06-01 | 47.7267713590400 |
| 2007-07-01 | 47.3851818485548 |
| 2007-08-01 | 47.8798855110812 |
| 2007-09-01 | 47.9597761844131 |
| 2007-10-01 | 47.8216545471172 |
| 2007-11-01 | 47.5683650025227 |
| 2007-12-01 | 47.0800743033903 |
| 2008-01-01 | 46.5139070888321 |
| 2008-02-01 | 46.3665604016637 |
| 2008-03-01 | 45.8060320122681 |
| 2008-04-01 | 45.5397886671911 |
| 2008-05-01 | 45.4303488021252 |
| 2008-06-01 | 45.1711020311314 |
| 2008-07-01 | 45.0320304247709 |
| 2008-08-01 | 44.7651230079390 |
| 2008-09-01 | 44.6944053978406 |
| 2008-10-01 | 43.2684933908935 |
| 2008-11-01 | 42.3911660208082 |
| 2008-12-01 | 41.4183626733106 |
| 2009-01-01 | 37.9957432708375 |
| 2009-02-01 | 37.3136241148628 |
| 2009-03-01 | 35.9621149059561 |
| 2009-04-01 | 33.6286691668891 |
| 2009-05-01 | 32.7666258565443 |
| 2009-06-01 | 33.4197654162878 |
| 2009-07-01 | 32.5050040708933 |
| 2009-08-01 | 31.8074105945901 |
| 2009-09-01 | 31.8784821810062 |
| 2009-10-01 | 32.3251921074228 |
| 2009-11-01 | 32.2568933228599 |
| 2009-12-01 | 32.7941185354445 |
| 2010-01-01 | 33.3432140714020 |
| 2010-02-01 | 33.5804506480658 |
| 2010-03-01 | 33.9334714849676 |
| 2010-04-01 | 34.5528785945834 |
| 2010-05-01 | 35.1057131919579 |
| 2010-06-01 | 35.6265752836014 |
| 2010-07-01 | 36.6517889322986 |
| 2010-08-01 | 36.9700799363826 |
| 2010-09-01 | 37.4440093366837 |
| 2010-10-01 | 38.0650601394987 |
| 2010-11-01 | 38.3594932001504 |
| 2010-12-01 | 38.7746232635205 |
| 2011-01-01 | 38.1775853710357 |
| 2011-02-01 | 37.8229021285941 |
| 2011-03-01 | 38.1558652193171 |
| 2011-04-01 | 38.3876198750765 |
| 2011-05-01 | 38.4458815412410 |
| 2011-06-01 | 38.2134016436753 |
| 2011-07-01 | 38.6087492170266 |
| 2011-08-01 | 38.6798172776302 |
| 2011-09-01 | 38.7886270336714 |
| 2011-10-01 | 38.6581865150820 |
| 2011-11-01 | 38.1486841093721 |
| 2011-12-01 | 39.0526870498833 |
| 2012-01-01 | 39.4874777518541 |
| 2012-02-01 | 40.2720254003299 |
| 2012-03-01 | 39.8396430293586 |
| 2012-04-01 | 39.6131090198133 |
| 2012-05-01 | 39.8577756835023 |
| 2012-06-01 | 40.4511667382176 |
| 2012-07-01 | 40.3587334301033 |
| 2012-08-01 | 40.9206342369755 |
| 2012-09-01 | 40.6538734371681 |
| 2012-10-01 | 40.4436875075915 |
| 2012-11-01 | 40.7428034166721 |
| 2012-12-01 | 40.6436170336275 |
| 2013-01-01 | 40.4574472773113 |
| 2013-02-01 | 40.5856545476468 |
| 2013-03-01 | 40.8550769579690 |
| 2013-04-01 | 40.7931492861497 |
| 2013-05-01 | 40.9621449520362 |
| 2013-06-01 | 41.0542466052486 |
| 2013-07-01 | 40.7261752339633 |
| 2013-08-01 | 40.6926107398655 |
| 2013-09-01 | 41.1796573848485 |
| 2013-10-01 | 41.7522868490161 |
| 2013-11-01 | 42.0700853612124 |
| 2013-12-01 | 41.7376347879447 |
| 2014-01-01 | 42.0990823639839 |
| 2014-02-01 | 42.3729735691961 |
| 2014-03-01 | 42.5599048766663 |
| 2014-04-01 | 43.1320124711553 |
| 2014-05-01 | 43.1410571580184 |
| 2014-06-01 | 43.0306014910195 |
| 2014-07-01 | 43.2045070338638 |
| 2014-08-01 | 43.3137673763641 |
| 2014-09-01 | 43.0904683123075 |
| 2014-10-01 | 43.2865885813829 |
| 2014-11-01 | 43.3022673856808 |
| 2014-12-01 | 43.1130209365149 |
| 2015-01-01 | 43.3474652194467 |
| 2015-02-01 | 41.7973568593649 |
| 2015-03-01 | 41.0710118966918 |
| 2015-04-01 | 40.2144801434680 |
| 2015-05-01 | 40.0678689697819 |
| 2015-06-01 | 39.0038679890966 |
| 2015-07-01 | 39.4095508251171 |
| 2015-08-01 | 38.8524663740105 |
| 2015-09-01 | 37.6490623901738 |
| 2015-10-01 | 38.2285380891252 |
| 2015-11-01 | 37.8887351900820 |
| 2015-12-01 | 38.1889173868156 |
| 2016-01-01 | 37.9541394321126 |
| 2016-02-01 | 37.5563324133686 |
| 2016-03-01 | 36.6671832269806 |
| 2016-04-01 | 37.2174813187779 |
| 2016-05-01 | 36.6174364393483 |
| 2016-06-01 | 36.5070981409817 |
| 2016-07-01 | 36.0043541089079 |
| 2016-08-01 | 35.8434156782630 |
| 2016-09-01 | 36.2350676949679 |
| 2016-10-01 | 36.1845823413170 |
| 2016-11-01 | 36.0358708810015 |
| 2016-12-01 | 36.3333802297789 |
| 2017-01-01 | 37.1125781564065 |
| 2017-02-01 | 37.5514423658384 |
| 2017-03-01 | 38.1463331732601 |
| 2017-04-01 | 38.7035670218134 |
| 2017-05-01 | 39.1541815078215 |
| 2017-06-01 | 39.3444630304627 |
| 2017-07-01 | 39.4907179487433 |
| 2017-08-01 | 39.8713285388368 |
| 2017-09-01 | 39.8742361602669 |
| 2017-10-01 | 40.0108645094412 |
| 2017-11-01 | 39.6919269284877 |
| 2017-12-01 | 40.2339220128082 |
| 2018-01-01 | 40.3269181204138 |
| 2018-02-01 | 40.6578917899053 |
| 2018-03-01 | 40.9639207448078 |
| 2018-04-01 | 40.8073971574013 |
| 2018-05-01 | 41.0086335723329 |
| 2018-06-01 | 41.7580618993768 |
| 2018-07-01 | 42.2253429413663 |
| 2018-08-01 | 42.5285758435936 |
| 2018-09-01 | 42.3050010621008 |
| 2018-10-01 | 41.9848094200453 |
| 2018-11-01 | 42.0213284266990 |
| 2018-12-01 | 41.8482860905089 |
| 2019-01-01 | 41.7209341716473 |
| 2019-02-01 | 41.8659153263481 |
| 2019-03-01 | 41.7654999270596 |
| 2019-04-01 | 41.9199156479946 |
| 2019-05-01 | 42.0628006089528 |
| 2019-06-01 | 42.0242966722635 |
| 2019-07-01 | 41.9618990813065 |
| 2019-08-01 | 41.8592856643504 |
| 2019-09-01 | 41.6991239893440 |
| 2019-10-01 | 41.5260822035105 |
| 2019-11-01 | 41.6458929503053 |
| 2019-12-01 | 41.4093958817027 |
| 2020-01-01 | 41.3280062511693 |
| 2020-02-01 | 40.9581071177694 |
| 2020-03-01 | 40.3844123599305 |
| 2020-04-01 | 32.5840427167757 |
| 2020-05-01 | 32.7548196126069 |
| 2020-06-01 | 34.6466053950886 |
| 2020-07-01 | 35.2863190511473 |
| 2020-08-01 | 36.4872798038286 |
| 2020-09-01 | 36.6750146267867 |
| 2020-10-01 | 37.8495326199744 |
| 2020-11-01 | 38.3896522562839 |
| 2020-12-01 | 39.1839689164925 |
| 2021-01-01 | 39.2884839653665 |
| 2021-02-01 | 38.3249322253162 |
| 2021-03-01 | 40.2575499662018 |
| 2021-04-01 | 40.4653999495468 |
| 2021-05-01 | 40.3444372297644 |
| 2021-06-01 | 40.4425039482571 |
| 2021-07-01 | 40.9949163174488 |
| 2021-08-01 | 41.0745322531218 |
| 2021-09-01 | 40.8478189935119 |
| 2021-10-01 | 42.9500194460683 |
| 2021-11-01 | 42.8451656055814 |
| 2021-12-01 | 43.9541356902439 |
| 2022-01-01 | 43.1693079872334 |
| 2022-02-01 | 43.3565200973611 |
| 2022-03-01 | 43.5151933948618 |
| 2022-04-01 | 43.8139824143065 |
| 2022-05-01 | 44.0516528075779 |
| 2022-06-01 | 43.8021565481979 |
| 2022-07-01 | 44.2515994381601 |
| 2022-08-01 | 43.9535121363289 |
| 2022-09-01 | 44.3027966100483 |
| 2022-10-01 | 44.4133050756077 |
| 2022-11-01 | 44.3151148767903 |
| 2022-12-01 | 43.9621340136635 |
| 2023-01-01 | 44.5996738816925 |
| 2023-02-01 | 44.1416120885446 |
| 2023-03-01 | 43.8911638143804 |
| 2023-04-01 | 43.3894160512999 |
| 2023-05-01 | 42.9444897444795 |
| 2023-06-01 | 42.8188008033700 |
| 2023-07-01 | 41.8159802222040 |
| 2023-08-01 | 41.7648063636597 |
| 2023-09-01 | 41.8945276225442 |
| 2023-10-01 | 41.2984395364619 |
| 2023-11-01 | 40.8909623941052 |
| 2023-12-01 | 40.6691516929314 |
| 2024-01-01 | 40.0078599995609 |
| 2024-02-01 | 40.1971420943120 |
| 2024-03-01 | 39.8120889781082 |
| 2024-04-01 | 39.6846760160270 |
| 2024-05-01 | 39.1605300323967 |
| 2024-06-01 | 37.7038888490174 |
| 2024-07-01 | 38.1301461596163 |
| 2024-08-01 | 38.1514694128068 |
| 2024-09-01 | 37.7096386994012 |
| 2024-10-01 | 37.2392912021162 |
| 2024-11-01 | 37.4484961027922 |
| 2024-12-01 | 38.3292079721626 |
| 2025-01-01 | 37.3966767719933 |
| 2025-02-01 | 37.1529248301814 |
| 2025-03-01 | 37.6846973854613 |
| 2025-04-01 | 38.4015860429450 |
| 2025-05-01 | 38.2666029267911 |
| 2025-06-01 | 37.4769518148053 |
| 2025-07-01 | 37.2899229603589 |
| 2025-08-01 | 37.2163681958989 |
| 2025-09-01 | 37.2280538748821 |
| 2025-10-01 | 37.5198163409243 |
| 2025-11-01 | 37.4638370372787 |
| 2025-12-01 | 37.2876593143300 |
| 2026-01-01 | 37.3827845453614 |
| 2026-02-01 | 37.0945855138230 |
| 2026-03-01 | 36.7323312580255 |
| 2026-04-01 | 36.6970472530247 |