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 2026-05-01 |
| Last Updated | 2026-06-24 10:09 AM 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 | 18.5863388509196 |
| 1990-02-01 | 18.3873730516657 |
| 1990-03-01 | 18.5585393674246 |
| 1990-04-01 | 17.9471375217408 |
| 1990-05-01 | 17.6421022807222 |
| 1990-06-01 | 17.7088839703706 |
| 1990-07-01 | 17.6997221566713 |
| 1990-08-01 | 17.5440602991022 |
| 1990-09-01 | 19.2861096758791 |
| 1990-10-01 | 16.0670150428327 |
| 1990-11-01 | 16.8679955501894 |
| 1990-12-01 | 17.6505941205155 |
| 1991-01-01 | 17.4940532757588 |
| 1991-02-01 | 17.5644496477848 |
| 1991-03-01 | 17.4549942368837 |
| 1991-04-01 | 17.5054244827362 |
| 1991-05-01 | 17.1273347672046 |
| 1991-06-01 | 17.0891733658238 |
| 1991-07-01 | 16.1253769463235 |
| 1991-08-01 | 16.5829523520908 |
| 1991-09-01 | 16.1678624453579 |
| 1991-10-01 | 15.9991608940747 |
| 1991-11-01 | 16.2233178144528 |
| 1991-12-01 | 15.9356175872722 |
| 1992-01-01 | 16.4746406125825 |
| 1992-02-01 | 16.4313123707660 |
| 1992-03-01 | 16.4918694375453 |
| 1992-04-01 | 17.7883707140005 |
| 1992-05-01 | 17.7308396541291 |
| 1992-06-01 | 16.8392172305645 |
| 1992-07-01 | 17.9992928616984 |
| 1992-08-01 | 18.2098981713119 |
| 1992-09-01 | 18.7485387104109 |
| 1992-10-01 | 19.1094895538201 |
| 1992-11-01 | 19.3451590256679 |
| 1992-12-01 | 19.6457701588018 |
| 1993-01-01 | 20.2260258536044 |
| 1993-02-01 | 20.7078353408957 |
| 1993-03-01 | 20.6480577942665 |
| 1993-04-01 | 20.5298866431412 |
| 1993-05-01 | 20.6920303201790 |
| 1993-06-01 | 21.1538802697530 |
| 1993-07-01 | 21.7040055952079 |
| 1993-08-01 | 21.2734720130618 |
| 1993-09-01 | 21.3926600761083 |
| 1993-10-01 | 21.6362301560799 |
| 1993-11-01 | 21.6654778203945 |
| 1993-12-01 | 21.9845020338319 |
| 1994-01-01 | 21.3161601460622 |
| 1994-02-01 | 21.0597593583376 |
| 1994-03-01 | 20.9688488640458 |
| 1994-04-01 | 22.8288122128454 |
| 1994-05-01 | 22.9662443079254 |
| 1994-06-01 | 23.4913065986103 |
| 1994-07-01 | 24.1131552480841 |
| 1994-08-01 | 24.6556672160223 |
| 1994-09-01 | 25.0706731940718 |
| 1994-10-01 | 25.2977678891761 |
| 1994-11-01 | 25.8129908767740 |
| 1994-12-01 | 26.4154431327964 |
| 1995-01-01 | 25.9193518917479 |
| 1995-02-01 | 26.6550388071350 |
| 1995-03-01 | 26.7738521915731 |
| 1995-04-01 | 26.2113706664325 |
| 1995-05-01 | 26.4956139171561 |
| 1995-06-01 | 26.5871428460417 |
| 1995-07-01 | 26.1213097014467 |
| 1995-08-01 | 27.2402663287184 |
| 1995-09-01 | 27.5580250023633 |
| 1995-10-01 | 28.4808854533385 |
| 1995-11-01 | 29.7179308564434 |
| 1995-12-01 | 30.0947027687498 |
| 1996-01-01 | 31.3327084966785 |
| 1996-02-01 | 31.7849427308150 |
| 1996-03-01 | 31.8951522103049 |
| 1996-04-01 | 31.2455348301356 |
| 1996-05-01 | 32.2545116973843 |
| 1996-06-01 | 32.5784513645185 |
| 1996-07-01 | 32.8123381436878 |
| 1996-08-01 | 34.2867643695792 |
| 1996-09-01 | 34.0961308889333 |
| 1996-10-01 | 33.9249777828600 |
| 1996-11-01 | 33.5830551427724 |
| 1996-12-01 | 33.9735248076404 |
| 1997-01-01 | 34.5841748933056 |
| 1997-02-01 | 34.9536564936265 |
| 1997-03-01 | 35.4383047251451 |
| 1997-04-01 | 36.0481286079257 |
| 1997-05-01 | 36.3917129348077 |
| 1997-06-01 | 36.6016097216213 |
| 1997-07-01 | 37.3091494190794 |
| 1997-08-01 | 37.4701891823708 |
| 1997-09-01 | 38.0527573419022 |
| 1997-10-01 | 37.9043706781321 |
| 1997-11-01 | 38.4087297630215 |
| 1997-12-01 | 39.2770354898675 |
| 1998-01-01 | 39.4391114584626 |
| 1998-02-01 | 40.0899235978076 |
| 1998-03-01 | 41.1360128737462 |
| 1998-04-01 | 41.9777341967969 |
| 1998-05-01 | 43.1302582262944 |
| 1998-06-01 | 43.4815253265067 |
| 1998-07-01 | 43.6479134158040 |
| 1998-08-01 | 43.1780177084426 |
| 1998-09-01 | 43.2837601018166 |
| 1998-10-01 | 43.5881714193729 |
| 1998-11-01 | 43.7489423801345 |
| 1998-12-01 | 44.4587429087182 |
| 1999-01-01 | 45.1972915855861 |
| 1999-02-01 | 45.7099660255573 |
| 1999-03-01 | 45.8955344106681 |
| 1999-04-01 | 45.9261171385668 |
| 1999-05-01 | 46.6943949587686 |
| 1999-06-01 | 47.9277435968255 |
| 1999-07-01 | 47.3703689284519 |
| 1999-08-01 | 47.9435688666886 |
| 1999-09-01 | 48.5498913361105 |
| 1999-10-01 | 49.7978561842010 |
| 1999-11-01 | 50.3447742021403 |
| 1999-12-01 | 50.6174579211773 |
| 2000-01-01 | 47.5115032568094 |
| 2000-02-01 | 46.8384857955537 |
| 2000-03-01 | 47.8109314300464 |
| 2000-04-01 | 48.5684095695849 |
| 2000-05-01 | 48.6078863844960 |
| 2000-06-01 | 48.3889564455432 |
| 2000-07-01 | 49.3308606883049 |
| 2000-08-01 | 49.5909847677115 |
| 2000-09-01 | 49.4313427747900 |
| 2000-10-01 | 50.5170263174792 |
| 2000-11-01 | 50.9703838320490 |
| 2000-12-01 | 49.6426161954688 |
| 2001-01-01 | 48.9908475375733 |
| 2001-02-01 | 49.1437320288536 |
| 2001-03-01 | 49.4362079082585 |
| 2001-04-01 | 49.7106923819887 |
| 2001-05-01 | 49.1390737834028 |
| 2001-06-01 | 50.3070103380840 |
| 2001-07-01 | 49.9650586927049 |
| 2001-08-01 | 50.3319091759761 |
| 2001-09-01 | 49.9502890815649 |
| 2001-10-01 | 48.2273947745883 |
| 2001-11-01 | 48.4238738623149 |
| 2001-12-01 | 48.5571874401176 |
| 2002-01-01 | 46.1492674050372 |
| 2002-02-01 | 46.7249179806638 |
| 2002-03-01 | 46.6308834933094 |
| 2002-04-01 | 46.2039175333909 |
| 2002-05-01 | 46.4411531929619 |
| 2002-06-01 | 45.6053834478668 |
| 2002-07-01 | 44.3203716077178 |
| 2002-08-01 | 43.8533819538107 |
| 2002-09-01 | 43.6127919751774 |
| 2002-10-01 | 42.5263282976429 |
| 2002-11-01 | 42.3431175031976 |
| 2002-12-01 | 42.3102886767686 |
| 2003-01-01 | 42.3258048266102 |
| 2003-02-01 | 41.4483150871503 |
| 2003-03-01 | 40.6640451015492 |
| 2003-04-01 | 39.2869420289364 |
| 2003-05-01 | 39.9047739588298 |
| 2003-06-01 | 39.4045338948303 |
| 2003-07-01 | 41.4633566492896 |
| 2003-08-01 | 40.2300573170898 |
| 2003-09-01 | 40.4096163449527 |
| 2003-10-01 | 40.9645285483795 |
| 2003-11-01 | 41.0741349039441 |
| 2003-12-01 | 41.1593748046714 |
| 2004-01-01 | 44.2961462985250 |
| 2004-02-01 | 44.4226782320051 |
| 2004-03-01 | 43.3513306373063 |
| 2004-04-01 | 45.1577387276082 |
| 2004-05-01 | 45.1416232018756 |
| 2004-06-01 | 44.9009399319331 |
| 2004-07-01 | 46.5746231411407 |
| 2004-08-01 | 45.1093432977283 |
| 2004-09-01 | 44.8501299241667 |
| 2004-10-01 | 46.0192682496832 |
| 2004-11-01 | 45.1576299841328 |
| 2004-12-01 | 44.5317454225986 |
| 2005-01-01 | 43.3738360759091 |
| 2005-02-01 | 43.8617319019695 |
| 2005-03-01 | 43.6642311675950 |
| 2005-04-01 | 44.6123690745404 |
| 2005-05-01 | 44.6516191370750 |
| 2005-06-01 | 45.4971437057073 |
| 2005-07-01 | 45.5364547810570 |
| 2005-08-01 | 45.8353552265727 |
| 2005-09-01 | 46.4007128007353 |
| 2005-10-01 | 46.5754891002603 |
| 2005-11-01 | 47.2533100478910 |
| 2005-12-01 | 47.8130669962606 |
| 2006-01-01 | 47.7223501175575 |
| 2006-02-01 | 47.7078679654988 |
| 2006-03-01 | 47.8871655392800 |
| 2006-04-01 | 46.5905355035062 |
| 2006-05-01 | 46.9656358289356 |
| 2006-06-01 | 47.5163064425517 |
| 2006-07-01 | 46.2737169314663 |
| 2006-08-01 | 46.1345793261408 |
| 2006-09-01 | 46.0601704271204 |
| 2006-10-01 | 45.5582169776701 |
| 2006-11-01 | 45.4667893875599 |
| 2006-12-01 | 45.6034499735219 |
| 2007-01-01 | 46.3353136607719 |
| 2007-02-01 | 46.7801474251982 |
| 2007-03-01 | 47.5288244420376 |
| 2007-04-01 | 47.3525313493888 |
| 2007-05-01 | 47.7815659415741 |
| 2007-06-01 | 47.7269992841144 |
| 2007-07-01 | 47.3857505344271 |
| 2007-08-01 | 47.8805849784068 |
| 2007-09-01 | 47.9527527949023 |
| 2007-10-01 | 47.8219544378637 |
| 2007-11-01 | 47.5674923585969 |
| 2007-12-01 | 47.0785497830438 |
| 2008-01-01 | 46.5132378288388 |
| 2008-02-01 | 46.3658600928800 |
| 2008-03-01 | 45.8232506946052 |
| 2008-04-01 | 45.5348699490722 |
| 2008-05-01 | 45.4298514415506 |
| 2008-06-01 | 45.1711760601863 |
| 2008-07-01 | 45.0304226495875 |
| 2008-08-01 | 44.7662486466139 |
| 2008-09-01 | 44.6844237284633 |
| 2008-10-01 | 43.2704586509613 |
| 2008-11-01 | 42.3914330990321 |
| 2008-12-01 | 41.4144585609512 |
| 2009-01-01 | 37.9948218444189 |
| 2009-02-01 | 37.3118750133787 |
| 2009-03-01 | 35.9827286913521 |
| 2009-04-01 | 33.6258558565416 |
| 2009-05-01 | 32.7649371995364 |
| 2009-06-01 | 33.4197379091528 |
| 2009-07-01 | 32.5005305897365 |
| 2009-08-01 | 31.8073864187075 |
| 2009-09-01 | 31.8714343393629 |
| 2009-10-01 | 32.3276781648022 |
| 2009-11-01 | 32.2591671790000 |
| 2009-12-01 | 32.7887074096116 |
| 2010-01-01 | 33.3441327713751 |
| 2010-02-01 | 33.5767430941145 |
| 2010-03-01 | 33.9481302274694 |
| 2010-04-01 | 34.5524146220218 |
| 2010-05-01 | 35.1055775889311 |
| 2010-06-01 | 35.6273767247396 |
| 2010-07-01 | 36.6461692465438 |
| 2010-08-01 | 36.9684528456266 |
| 2010-09-01 | 37.4415103640134 |
| 2010-10-01 | 38.0675055019832 |
| 2010-11-01 | 38.3641099003547 |
| 2010-12-01 | 38.7679010804599 |
| 2011-01-01 | 38.1800246367113 |
| 2011-02-01 | 37.8160128530882 |
| 2011-03-01 | 38.1646249548360 |
| 2011-04-01 | 38.3883248621745 |
| 2011-05-01 | 38.4466177439795 |
| 2011-06-01 | 38.2142346791084 |
| 2011-07-01 | 38.6049523016609 |
| 2011-08-01 | 38.6790866816540 |
| 2011-09-01 | 38.7895822600986 |
| 2011-10-01 | 38.6597008620429 |
| 2011-11-01 | 38.1513255588834 |
| 2011-12-01 | 39.0491337925560 |
| 2012-01-01 | 39.4906795695628 |
| 2012-02-01 | 40.2612636241468 |
| 2012-03-01 | 39.8429428255180 |
| 2012-04-01 | 39.6152872266603 |
| 2012-05-01 | 39.8591666047657 |
| 2012-06-01 | 40.4522587860682 |
| 2012-07-01 | 40.3577913059958 |
| 2012-08-01 | 40.9219088487508 |
| 2012-09-01 | 40.6553176863844 |
| 2012-10-01 | 40.4451822322978 |
| 2012-11-01 | 40.7409381653796 |
| 2012-12-01 | 40.6424230310117 |
| 2013-01-01 | 40.4592181200105 |
| 2013-02-01 | 40.5774560635492 |
| 2013-03-01 | 40.8563869629410 |
| 2013-04-01 | 40.7944161003399 |
| 2013-05-01 | 40.9631989856796 |
| 2013-06-01 | 41.0547526508588 |
| 2013-07-01 | 40.7259211255929 |
| 2013-08-01 | 40.6987627976470 |
| 2013-09-01 | 41.1797239981056 |
| 2013-10-01 | 41.7533264136043 |
| 2013-11-01 | 42.0633516737177 |
| 2013-12-01 | 41.7389970004712 |
| 2014-01-01 | 42.0997215100375 |
| 2014-02-01 | 42.3683175766894 |
| 2014-03-01 | 42.5603496028510 |
| 2014-04-01 | 43.1328372438829 |
| 2014-05-01 | 43.1418056144168 |
| 2014-06-01 | 43.0311220745265 |
| 2014-07-01 | 43.2046966029945 |
| 2014-08-01 | 43.3189623070609 |
| 2014-09-01 | 43.0903598149339 |
| 2014-10-01 | 43.2869926277055 |
| 2014-11-01 | 43.2964981978199 |
| 2014-12-01 | 43.1135048963395 |
| 2015-01-01 | 43.3472457515022 |
| 2015-02-01 | 41.7969800237373 |
| 2015-03-01 | 41.0707565943561 |
| 2015-04-01 | 40.2148175091415 |
| 2015-05-01 | 40.0682642418357 |
| 2015-06-01 | 39.0039916716807 |
| 2015-07-01 | 39.4093581567879 |
| 2015-08-01 | 38.8561497760634 |
| 2015-09-01 | 37.6486652142787 |
| 2015-10-01 | 38.2283112527735 |
| 2015-11-01 | 37.8861423127916 |
| 2015-12-01 | 38.1891889918059 |
| 2016-01-01 | 37.9540318667713 |
| 2016-02-01 | 37.5562969813591 |
| 2016-03-01 | 36.6670406730269 |
| 2016-04-01 | 37.2174728598607 |
| 2016-05-01 | 36.6173567606599 |
| 2016-06-01 | 36.5070700093622 |
| 2016-07-01 | 36.0045853253722 |
| 2016-08-01 | 35.8437422120164 |
| 2016-09-01 | 36.2351410928592 |
| 2016-10-01 | 36.1844312003350 |
| 2016-11-01 | 36.0370724721501 |
| 2016-12-01 | 36.3337180992115 |
| 2017-01-01 | 37.1128156027396 |
| 2017-02-01 | 37.5512848773627 |
| 2017-03-01 | 38.1454373263223 |
| 2017-04-01 | 38.7023984506979 |
| 2017-05-01 | 39.1531122022884 |
| 2017-06-01 | 39.3438588915801 |
| 2017-07-01 | 39.4906844205306 |
| 2017-08-01 | 39.8716877819957 |
| 2017-09-01 | 39.8748289519132 |
| 2017-10-01 | 40.0118649573308 |
| 2017-11-01 | 39.6945899138343 |
| 2017-12-01 | 40.2352963790462 |
| 2018-01-01 | 40.3281686818292 |
| 2018-02-01 | 40.6589493138059 |
| 2018-03-01 | 40.9596919571666 |
| 2018-04-01 | 40.8024073011890 |
| 2018-05-01 | 41.0066493117627 |
| 2018-06-01 | 41.7575817257691 |
| 2018-07-01 | 42.2256390989132 |
| 2018-08-01 | 42.5300731875547 |
| 2018-09-01 | 42.3074048043657 |
| 2018-10-01 | 41.9877033477885 |
| 2018-11-01 | 42.0247875818679 |
| 2018-12-01 | 41.8502290465068 |
| 2019-01-01 | 41.7227127230918 |
| 2019-02-01 | 41.8679538831528 |
| 2019-03-01 | 41.7576876845097 |
| 2019-04-01 | 41.9105229038021 |
| 2019-05-01 | 42.0597330448387 |
| 2019-06-01 | 42.0239825470962 |
| 2019-07-01 | 41.9617836740953 |
| 2019-08-01 | 41.8596148199338 |
| 2019-09-01 | 41.7106607361337 |
| 2019-10-01 | 41.5317480842731 |
| 2019-11-01 | 41.6474905207846 |
| 2019-12-01 | 41.4097203590696 |
| 2020-01-01 | 41.3296430223901 |
| 2020-02-01 | 40.9606705390433 |
| 2020-03-01 | 40.3731588589523 |
| 2020-04-01 | 32.5712156640141 |
| 2020-05-01 | 32.7516775658200 |
| 2020-06-01 | 34.6470178268653 |
| 2020-07-01 | 35.2859176920507 |
| 2020-08-01 | 36.4864164101796 |
| 2020-09-01 | 36.6953654412225 |
| 2020-10-01 | 37.8571552678086 |
| 2020-11-01 | 38.3890111244820 |
| 2020-12-01 | 39.1826202233066 |
| 2021-01-01 | 39.2890081834846 |
| 2021-02-01 | 38.3247079592475 |
| 2021-03-01 | 40.2470021150278 |
| 2021-04-01 | 40.4532055979275 |
| 2021-05-01 | 40.3395095730784 |
| 2021-06-01 | 40.4409355744520 |
| 2021-07-01 | 40.9976645301230 |
| 2021-08-01 | 41.0708497706722 |
| 2021-09-01 | 40.8755013618755 |
| 2021-10-01 | 42.9593093477017 |
| 2021-11-01 | 42.8433742775177 |
| 2021-12-01 | 43.9521284759790 |
| 2022-01-01 | 43.1691543632944 |
| 2022-02-01 | 43.3524812746681 |
| 2022-03-01 | 43.5031510399599 |
| 2022-04-01 | 43.7998073869021 |
| 2022-05-01 | 44.0434175273802 |
| 2022-06-01 | 43.8023286860445 |
| 2022-07-01 | 44.2616233973131 |
| 2022-08-01 | 43.9546275678637 |
| 2022-09-01 | 44.3249483066573 |
| 2022-10-01 | 44.4243958431038 |
| 2022-11-01 | 44.3182215050739 |
| 2022-12-01 | 43.9616416848708 |
| 2023-01-01 | 44.5967226189837 |
| 2023-02-01 | 44.1358253757117 |
| 2023-03-01 | 43.8799713316602 |
| 2023-04-01 | 43.3540039036277 |
| 2023-05-01 | 42.9239269574849 |
| 2023-06-01 | 42.8323821460904 |
| 2023-07-01 | 41.8418633972038 |
| 2023-08-01 | 41.7754768581399 |
| 2023-09-01 | 41.9140990369509 |
| 2023-10-01 | 41.3140632884992 |
| 2023-11-01 | 40.8994195185723 |
| 2023-12-01 | 40.6679996072497 |
| 2024-01-01 | 40.0013174684069 |
| 2024-02-01 | 40.1888607774412 |
| 2024-03-01 | 39.7901976635026 |
| 2024-04-01 | 39.5931861347833 |
| 2024-05-01 | 39.1512473728601 |
| 2024-06-01 | 37.7465409900924 |
| 2024-07-01 | 38.1722781384301 |
| 2024-08-01 | 38.1804808363763 |
| 2024-09-01 | 37.7315516678237 |
| 2024-10-01 | 37.2573267417468 |
| 2024-11-01 | 37.4573421672833 |
| 2024-12-01 | 38.3241029714935 |
| 2025-01-01 | 37.3832244991667 |
| 2025-02-01 | 37.1403143743484 |
| 2025-03-01 | 37.6534713532304 |
| 2025-04-01 | 38.2557482264649 |
| 2025-05-01 | 38.2607575062511 |
| 2025-06-01 | 37.5518057681223 |
| 2025-07-01 | 37.3501562900452 |
| 2025-08-01 | 37.2617666972710 |
| 2025-09-01 | 37.2600857554083 |
| 2025-10-01 | 37.5392334092325 |
| 2025-11-01 | 37.4676985142666 |
| 2025-12-01 | 37.2770857745512 |
| 2026-01-01 | 37.3644245616398 |
| 2026-02-01 | 37.0723261359318 |
| 2026-03-01 | 36.6831889948805 |
| 2026-04-01 | 36.6144766026317 |
| 2026-05-01 | 36.3452586766073 |