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 2026-06-01 |
| Last Updated | 2026-07-22 10:01 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 | 18.5867184523385 |
| 1990-02-01 | 18.3876783014560 |
| 1990-03-01 | 18.5588135623435 |
| 1990-04-01 | 17.9472873730380 |
| 1990-05-01 | 17.6420875020034 |
| 1990-06-01 | 17.7089224940068 |
| 1990-07-01 | 17.7005606185128 |
| 1990-08-01 | 17.5445384776845 |
| 1990-09-01 | 19.2836922294529 |
| 1990-10-01 | 16.0668701229988 |
| 1990-11-01 | 16.8677705539100 |
| 1990-12-01 | 17.6509863079572 |
| 1991-01-01 | 17.4944082836966 |
| 1991-02-01 | 17.5647602795194 |
| 1991-03-01 | 17.4552340828510 |
| 1991-04-01 | 17.5055631515375 |
| 1991-05-01 | 17.1273116737184 |
| 1991-06-01 | 17.0891829558721 |
| 1991-07-01 | 16.1260297113540 |
| 1991-08-01 | 16.5831679542833 |
| 1991-09-01 | 16.1662082715386 |
| 1991-10-01 | 15.9989648783619 |
| 1991-11-01 | 16.2231230270376 |
| 1991-12-01 | 15.9359295247712 |
| 1992-01-01 | 16.4749132671630 |
| 1992-02-01 | 16.4315631201116 |
| 1992-03-01 | 16.4920467099208 |
| 1992-04-01 | 17.7884927707394 |
| 1992-05-01 | 17.7308097843616 |
| 1992-06-01 | 16.8392166153327 |
| 1992-07-01 | 17.9996321841635 |
| 1992-08-01 | 18.2099183805691 |
| 1992-09-01 | 18.7477252969628 |
| 1992-10-01 | 19.1093058726443 |
| 1992-11-01 | 19.3450228371140 |
| 1992-12-01 | 19.6459997734284 |
| 1993-01-01 | 20.2261838314270 |
| 1993-02-01 | 20.7079891814281 |
| 1993-03-01 | 20.6481664963798 |
| 1993-04-01 | 20.5299480654513 |
| 1993-05-01 | 20.6919961788927 |
| 1993-06-01 | 21.1538549109190 |
| 1993-07-01 | 21.7040895089976 |
| 1993-08-01 | 21.2733708319907 |
| 1993-09-01 | 21.3925254198686 |
| 1993-10-01 | 21.6361044089436 |
| 1993-11-01 | 21.6654093900693 |
| 1993-12-01 | 21.9846708842060 |
| 1994-01-01 | 21.3162104807074 |
| 1994-02-01 | 21.0598076080872 |
| 1994-03-01 | 20.9689065139003 |
| 1994-04-01 | 22.8287929813538 |
| 1994-05-01 | 22.9662124022892 |
| 1994-06-01 | 23.4912839975534 |
| 1994-07-01 | 24.1130818799239 |
| 1994-08-01 | 24.6556562007710 |
| 1994-09-01 | 25.0707101491818 |
| 1994-10-01 | 25.2977133499112 |
| 1994-11-01 | 25.8130550099065 |
| 1994-12-01 | 26.4155485127338 |
| 1995-01-01 | 25.9193468914510 |
| 1995-02-01 | 26.6550371909181 |
| 1995-03-01 | 26.7738695407401 |
| 1995-04-01 | 26.2112741218960 |
| 1995-05-01 | 26.4955806045138 |
| 1995-06-01 | 26.5871015332419 |
| 1995-07-01 | 26.1212010968190 |
| 1995-08-01 | 27.2402791933508 |
| 1995-09-01 | 27.5581696755871 |
| 1995-10-01 | 28.4808595529256 |
| 1995-11-01 | 29.7181190482532 |
| 1995-12-01 | 30.0947520517572 |
| 1996-01-01 | 31.3326894724584 |
| 1996-02-01 | 31.7849177279353 |
| 1996-03-01 | 31.8951238288003 |
| 1996-04-01 | 31.2453565688114 |
| 1996-05-01 | 32.2544850820255 |
| 1996-06-01 | 32.5783561377055 |
| 1996-07-01 | 32.8122108357661 |
| 1996-08-01 | 34.2867837315737 |
| 1996-09-01 | 34.0963904703178 |
| 1996-10-01 | 33.9249975790811 |
| 1996-11-01 | 33.5833884002632 |
| 1996-12-01 | 33.9735411636505 |
| 1997-01-01 | 34.5841489343577 |
| 1997-02-01 | 34.9535842085331 |
| 1997-03-01 | 35.4381904626083 |
| 1997-04-01 | 36.0478944245480 |
| 1997-05-01 | 36.3916416019528 |
| 1997-06-01 | 36.6013460208515 |
| 1997-07-01 | 37.3090379329857 |
| 1997-08-01 | 37.4702513109045 |
| 1997-09-01 | 38.0530782859162 |
| 1997-10-01 | 37.9046401127540 |
| 1997-11-01 | 38.4092544179400 |
| 1997-12-01 | 39.2773533659150 |
| 1998-01-01 | 39.4384773544059 |
| 1998-02-01 | 40.0902510674319 |
| 1998-03-01 | 41.1355138181848 |
| 1998-04-01 | 41.9772956310796 |
| 1998-05-01 | 43.1300919250826 |
| 1998-06-01 | 43.4810928625936 |
| 1998-07-01 | 43.6478553977256 |
| 1998-08-01 | 43.1782049895639 |
| 1998-09-01 | 43.2842066501876 |
| 1998-10-01 | 43.5887502261529 |
| 1998-11-01 | 43.7499985319491 |
| 1998-12-01 | 44.4595457183334 |
| 1999-01-01 | 45.1952325030399 |
| 1999-02-01 | 45.7108090743353 |
| 1999-03-01 | 45.8946850489377 |
| 1999-04-01 | 45.9254859408462 |
| 1999-05-01 | 46.6940647917433 |
| 1999-06-01 | 47.9271861191130 |
| 1999-07-01 | 47.3703584803867 |
| 1999-08-01 | 47.9440105533624 |
| 1999-09-01 | 48.5505763164435 |
| 1999-10-01 | 49.7984717634381 |
| 1999-11-01 | 50.3466614137857 |
| 1999-12-01 | 50.6192542921402 |
| 2000-01-01 | 47.5074103900376 |
| 2000-02-01 | 46.8395793806638 |
| 2000-03-01 | 47.8097108789115 |
| 2000-04-01 | 48.5675993388701 |
| 2000-05-01 | 48.6074516900082 |
| 2000-06-01 | 48.3885374524970 |
| 2000-07-01 | 49.3309251065354 |
| 2000-08-01 | 49.5916823265782 |
| 2000-09-01 | 49.4323918417137 |
| 2000-10-01 | 50.5175789039358 |
| 2000-11-01 | 50.9729014386130 |
| 2000-12-01 | 49.6449040693083 |
| 2001-01-01 | 48.9857714805632 |
| 2001-02-01 | 49.1438016022904 |
| 2001-03-01 | 49.4347368160254 |
| 2001-04-01 | 49.7108743789821 |
| 2001-05-01 | 49.1383524965466 |
| 2001-06-01 | 50.3066156016655 |
| 2001-07-01 | 49.9651772258755 |
| 2001-08-01 | 50.3328293778145 |
| 2001-09-01 | 49.9516115457763 |
| 2001-10-01 | 48.2278017561550 |
| 2001-11-01 | 48.4265001417808 |
| 2001-12-01 | 48.5599886708494 |
| 2002-01-01 | 46.1440680778093 |
| 2002-02-01 | 46.7234286620072 |
| 2002-03-01 | 46.6290803174889 |
| 2002-04-01 | 46.2053544233752 |
| 2002-05-01 | 46.4404100411369 |
| 2002-06-01 | 45.6051283016684 |
| 2002-07-01 | 44.3206614483335 |
| 2002-08-01 | 43.8543173080316 |
| 2002-09-01 | 43.6141168132667 |
| 2002-10-01 | 42.5268678146214 |
| 2002-11-01 | 42.3453283504003 |
| 2002-12-01 | 42.3127042625866 |
| 2003-01-01 | 42.3205835311114 |
| 2003-02-01 | 41.4460565968259 |
| 2003-03-01 | 40.6622774274576 |
| 2003-04-01 | 39.2898738596277 |
| 2003-05-01 | 39.9042212887752 |
| 2003-06-01 | 39.4043873950572 |
| 2003-07-01 | 41.4636932511249 |
| 2003-08-01 | 40.2308240476255 |
| 2003-09-01 | 40.4107139113761 |
| 2003-10-01 | 40.9649219457736 |
| 2003-11-01 | 41.0757674559890 |
| 2003-12-01 | 41.1616046894975 |
| 2004-01-01 | 44.2904413458076 |
| 2004-02-01 | 44.4202142852018 |
| 2004-03-01 | 43.3491689239555 |
| 2004-04-01 | 45.1636181981756 |
| 2004-05-01 | 45.1407269176826 |
| 2004-06-01 | 44.9007874081608 |
| 2004-07-01 | 46.5748508647944 |
| 2004-08-01 | 45.1098024987745 |
| 2004-09-01 | 44.8509353279396 |
| 2004-10-01 | 46.0195837494023 |
| 2004-11-01 | 45.1587969382759 |
| 2004-12-01 | 44.5331542115422 |
| 2005-01-01 | 43.3683494514262 |
| 2005-02-01 | 43.8599798726291 |
| 2005-03-01 | 43.6604596994325 |
| 2005-04-01 | 44.6211755625215 |
| 2005-05-01 | 44.6502373357469 |
| 2005-06-01 | 45.4968204487145 |
| 2005-07-01 | 45.5363703156021 |
| 2005-08-01 | 45.8356760302890 |
| 2005-09-01 | 46.4015515965143 |
| 2005-10-01 | 46.5760618886592 |
| 2005-11-01 | 47.2542966794337 |
| 2005-12-01 | 47.8139424248399 |
| 2006-01-01 | 47.7185319117977 |
| 2006-02-01 | 47.7057921511060 |
| 2006-03-01 | 47.8807436178963 |
| 2006-04-01 | 46.6013518320981 |
| 2006-05-01 | 46.9633094540087 |
| 2006-06-01 | 47.5156695476235 |
| 2006-07-01 | 46.2732023529817 |
| 2006-08-01 | 46.1341983916349 |
| 2006-09-01 | 46.0640307764467 |
| 2006-10-01 | 45.5589246143953 |
| 2006-11-01 | 45.4679732876223 |
| 2006-12-01 | 45.6039295779530 |
| 2007-01-01 | 46.3337583604627 |
| 2007-02-01 | 46.7796462430691 |
| 2007-03-01 | 47.5160315129985 |
| 2007-04-01 | 47.3609345251691 |
| 2007-05-01 | 47.7809260847277 |
| 2007-06-01 | 47.7267199210042 |
| 2007-07-01 | 47.3854011696563 |
| 2007-08-01 | 47.8802066034104 |
| 2007-09-01 | 47.9601913149900 |
| 2007-10-01 | 47.8221805503756 |
| 2007-11-01 | 47.5690391706940 |
| 2007-12-01 | 47.0792588772814 |
| 2008-01-01 | 46.5130614422737 |
| 2008-02-01 | 46.3658406292757 |
| 2008-03-01 | 45.8062764967506 |
| 2008-04-01 | 45.5398511713187 |
| 2008-05-01 | 45.4303143992640 |
| 2008-06-01 | 45.1709911065022 |
| 2008-07-01 | 45.0322219424618 |
| 2008-08-01 | 44.7654677493087 |
| 2008-09-01 | 44.6948220095677 |
| 2008-10-01 | 43.2690803722584 |
| 2008-11-01 | 42.3921712983417 |
| 2008-12-01 | 41.4172251514484 |
| 2009-01-01 | 37.9948369132169 |
| 2009-02-01 | 37.3126615126862 |
| 2009-03-01 | 35.9629065104279 |
| 2009-04-01 | 33.6284719270201 |
| 2009-05-01 | 32.7666301434512 |
| 2009-06-01 | 33.4196884762744 |
| 2009-07-01 | 32.5051731343082 |
| 2009-08-01 | 31.8077270051034 |
| 2009-09-01 | 31.8788927922534 |
| 2009-10-01 | 32.3256547493857 |
| 2009-11-01 | 32.2577022890999 |
| 2009-12-01 | 32.7932002093200 |
| 2010-01-01 | 33.3425999689222 |
| 2010-02-01 | 33.5794102586568 |
| 2010-03-01 | 33.9340947663957 |
| 2010-04-01 | 34.5527895547153 |
| 2010-05-01 | 35.1057654297117 |
| 2010-06-01 | 35.6265756539479 |
| 2010-07-01 | 36.6518811121148 |
| 2010-08-01 | 36.9703385328266 |
| 2010-09-01 | 37.4443162952666 |
| 2010-10-01 | 38.0653714766402 |
| 2010-11-01 | 38.3600624135154 |
| 2010-12-01 | 38.7739573971361 |
| 2011-01-01 | 38.1773478071106 |
| 2011-02-01 | 37.8218696286594 |
| 2011-03-01 | 38.1562660281791 |
| 2011-04-01 | 38.3876630561407 |
| 2011-05-01 | 38.4459830691351 |
| 2011-06-01 | 38.2134500457625 |
| 2011-07-01 | 38.6088038347230 |
| 2011-08-01 | 38.6800052888917 |
| 2011-09-01 | 38.7887805840148 |
| 2011-10-01 | 38.6582898301915 |
| 2011-11-01 | 38.1489610881079 |
| 2011-12-01 | 39.0524177970969 |
| 2012-01-01 | 39.4874623512517 |
| 2012-02-01 | 40.2713104361973 |
| 2012-03-01 | 39.8397166900441 |
| 2012-04-01 | 39.6132116944622 |
| 2012-05-01 | 39.8578675700484 |
| 2012-06-01 | 40.4512353331910 |
| 2012-07-01 | 40.3587533498654 |
| 2012-08-01 | 40.9207771616593 |
| 2012-09-01 | 40.6539088805612 |
| 2012-10-01 | 40.4437173602378 |
| 2012-11-01 | 40.7429955986676 |
| 2012-12-01 | 40.6434748886087 |
| 2013-01-01 | 40.4574333119785 |
| 2013-02-01 | 40.5852452166854 |
| 2013-03-01 | 40.8551068967697 |
| 2013-04-01 | 40.7931982113535 |
| 2013-05-01 | 40.9621963959810 |
| 2013-06-01 | 41.0543025780458 |
| 2013-07-01 | 40.7262003997090 |
| 2013-08-01 | 40.6927213479161 |
| 2013-09-01 | 41.1796386002974 |
| 2013-10-01 | 41.7522684907389 |
| 2013-11-01 | 42.0702155912631 |
| 2013-12-01 | 41.7375647583972 |
| 2014-01-01 | 42.0990260567462 |
| 2014-02-01 | 42.3728370988570 |
| 2014-03-01 | 42.5598947533103 |
| 2014-04-01 | 43.1320003506230 |
| 2014-05-01 | 43.1410642809898 |
| 2014-06-01 | 43.0306592286782 |
| 2014-07-01 | 43.2045344083350 |
| 2014-08-01 | 43.3138544123414 |
| 2014-09-01 | 43.0904709023551 |
| 2014-10-01 | 43.2865916624882 |
| 2014-11-01 | 43.3023106159994 |
| 2014-12-01 | 43.1129436146169 |
| 2015-01-01 | 43.3474233846354 |
| 2015-02-01 | 41.7973140747353 |
| 2015-03-01 | 41.0709963151607 |
| 2015-04-01 | 40.2144261786248 |
| 2015-05-01 | 40.0678393907924 |
| 2015-06-01 | 39.0039414786826 |
| 2015-07-01 | 39.4096222926064 |
| 2015-08-01 | 38.8525783244581 |
| 2015-09-01 | 37.6491092479239 |
| 2015-10-01 | 38.2285431463859 |
| 2015-11-01 | 37.8886679417155 |
| 2015-12-01 | 38.1887643744753 |
| 2016-01-01 | 37.9540954194520 |
| 2016-02-01 | 37.5563056954463 |
| 2016-03-01 | 36.6672163261530 |
| 2016-04-01 | 37.2174803786706 |
| 2016-05-01 | 36.6174317838543 |
| 2016-06-01 | 36.5071138810799 |
| 2016-07-01 | 36.0043233957837 |
| 2016-08-01 | 35.8439969733376 |
| 2016-09-01 | 36.2349878173582 |
| 2016-10-01 | 36.1844549729840 |
| 2016-11-01 | 36.0355859261966 |
| 2016-12-01 | 36.3331076032010 |
| 2017-01-01 | 37.1124529518922 |
| 2017-02-01 | 37.5514755131437 |
| 2017-03-01 | 38.1465343770540 |
| 2017-04-01 | 38.7037822529471 |
| 2017-05-01 | 39.1542998324325 |
| 2017-06-01 | 39.3444159125383 |
| 2017-07-01 | 39.4905230100459 |
| 2017-08-01 | 39.8723861554171 |
| 2017-09-01 | 39.8740361833418 |
| 2017-10-01 | 40.0105122000584 |
| 2017-11-01 | 39.6913177189396 |
| 2017-12-01 | 40.2333677918718 |
| 2018-01-01 | 40.3265171841955 |
| 2018-02-01 | 40.6576463419227 |
| 2018-03-01 | 40.9646470904517 |
| 2018-04-01 | 40.8088598789792 |
| 2018-05-01 | 41.0088876110230 |
| 2018-06-01 | 41.7575124219128 |
| 2018-07-01 | 42.2248206761593 |
| 2018-08-01 | 42.5300982105221 |
| 2018-09-01 | 42.3047031912275 |
| 2018-10-01 | 41.9842786904238 |
| 2018-11-01 | 42.0203943300674 |
| 2018-12-01 | 41.8472218388396 |
| 2019-01-01 | 41.7199137799190 |
| 2019-02-01 | 41.8657186498473 |
| 2019-03-01 | 41.7667659181171 |
| 2019-04-01 | 41.9226347860201 |
| 2019-05-01 | 42.0631168238481 |
| 2019-06-01 | 42.0234971159293 |
| 2019-07-01 | 41.9615201533029 |
| 2019-08-01 | 41.8603185777788 |
| 2019-09-01 | 41.6982097364649 |
| 2019-10-01 | 41.5275558030247 |
| 2019-11-01 | 41.6452514175604 |
| 2019-12-01 | 41.4046920972737 |
| 2020-01-01 | 41.3273709112927 |
| 2020-02-01 | 40.9585628469331 |
| 2020-03-01 | 40.3861964376265 |
| 2020-04-01 | 32.5877323375860 |
| 2020-05-01 | 32.7549698694521 |
| 2020-06-01 | 34.6451514167255 |
| 2020-07-01 | 35.2857628751704 |
| 2020-08-01 | 36.4878218050498 |
| 2020-09-01 | 36.6737714526490 |
| 2020-10-01 | 37.8536191208214 |
| 2020-11-01 | 38.3901776296356 |
| 2020-12-01 | 39.1754851041458 |
| 2021-01-01 | 39.2882929614120 |
| 2021-02-01 | 38.3277340972250 |
| 2021-03-01 | 40.2597616142518 |
| 2021-04-01 | 40.4677219050120 |
| 2021-05-01 | 40.3433595968116 |
| 2021-06-01 | 40.4398028995030 |
| 2021-07-01 | 40.9948004714774 |
| 2021-08-01 | 41.0739657600759 |
| 2021-09-01 | 40.8461125703292 |
| 2021-10-01 | 42.9563866154868 |
| 2021-11-01 | 42.8463157611858 |
| 2021-12-01 | 43.9424262878327 |
| 2022-01-01 | 43.1717643400472 |
| 2022-02-01 | 43.3636928892769 |
| 2022-03-01 | 43.5213506861916 |
| 2022-04-01 | 43.8168731325008 |
| 2022-05-01 | 44.0507335201924 |
| 2022-06-01 | 43.7885827292279 |
| 2022-07-01 | 44.2510420844170 |
| 2022-08-01 | 43.9488552972554 |
| 2022-09-01 | 44.2957814704688 |
| 2022-10-01 | 44.4286765406523 |
| 2022-11-01 | 44.3123948349050 |
| 2022-12-01 | 43.9463676606702 |
| 2023-01-01 | 44.6032711641127 |
| 2023-02-01 | 44.1701163385481 |
| 2023-03-01 | 43.9074273330758 |
| 2023-04-01 | 43.3898310651003 |
| 2023-05-01 | 42.9426264503731 |
| 2023-06-01 | 42.7936715451984 |
| 2023-07-01 | 41.8095917265648 |
| 2023-08-01 | 41.7504548890167 |
| 2023-09-01 | 41.8783242664294 |
| 2023-10-01 | 41.3187235802667 |
| 2023-11-01 | 40.8789211124822 |
| 2023-12-01 | 40.6484479672089 |
| 2024-01-01 | 40.0168186041276 |
| 2024-02-01 | 40.2524854809261 |
| 2024-03-01 | 39.8507227105736 |
| 2024-04-01 | 39.6959996572493 |
| 2024-05-01 | 39.1774475089299 |
| 2024-06-01 | 37.6422031092436 |
| 2024-07-01 | 38.1042293080987 |
| 2024-08-01 | 38.1229286698906 |
| 2024-09-01 | 37.6818074646249 |
| 2024-10-01 | 37.2621786715692 |
| 2024-11-01 | 37.4258151305081 |
| 2024-12-01 | 38.3030958235847 |
| 2025-01-01 | 37.4130846552433 |
| 2025-02-01 | 37.2378604084434 |
| 2025-03-01 | 37.7498915669153 |
| 2025-04-01 | 38.4368351018719 |
| 2025-05-01 | 38.3143523371095 |
| 2025-06-01 | 37.3593402290398 |
| 2025-07-01 | 37.2389532796620 |
| 2025-08-01 | 37.1758220552306 |
| 2025-09-01 | 37.1965394260955 |
| 2025-10-01 | 37.5281802325766 |
| 2025-11-01 | 37.4360391985804 |
| 2025-12-01 | 37.2649375455693 |
| 2026-01-01 | 37.4094654232368 |
| 2026-02-01 | 37.1838550478447 |
| 2026-03-01 | 36.8210368440591 |
| 2026-04-01 | 36.8706676547598 |
| 2026-05-01 | 36.4221683340716 |
| 2026-06-01 | 37.6824895310560 |