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 2026-01-01 |
| Last Updated | 2026-04-10 12:09 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 | 18.5863465420173 |
| 1990-02-01 | 18.3873792252222 |
| 1990-03-01 | 18.5585449028393 |
| 1990-04-01 | 17.9471403745160 |
| 1990-05-01 | 17.6421019820161 |
| 1990-06-01 | 17.7088847569575 |
| 1990-07-01 | 17.6997390725893 |
| 1990-08-01 | 17.5440700599823 |
| 1990-09-01 | 19.2860609471538 |
| 1990-10-01 | 16.0670121585160 |
| 1990-11-01 | 16.8679909955165 |
| 1990-12-01 | 17.6506019629857 |
| 1991-01-01 | 17.4940604349411 |
| 1991-02-01 | 17.5644559355988 |
| 1991-03-01 | 17.4549991222555 |
| 1991-04-01 | 17.5054270985544 |
| 1991-05-01 | 17.1273343183139 |
| 1991-06-01 | 17.0891735538273 |
| 1991-07-01 | 16.1253901106124 |
| 1991-08-01 | 16.5829567862088 |
| 1991-09-01 | 16.1678291331237 |
| 1991-10-01 | 15.9991570363381 |
| 1991-11-01 | 16.2233139880772 |
| 1991-12-01 | 15.9356234640913 |
| 1992-01-01 | 16.4746462771858 |
| 1992-02-01 | 16.4313175937888 |
| 1992-03-01 | 16.4918731327220 |
| 1992-04-01 | 17.7883729461594 |
| 1992-05-01 | 17.7308389559082 |
| 1992-06-01 | 16.8392170017195 |
| 1992-07-01 | 17.9992995009358 |
| 1992-08-01 | 18.2098985315831 |
| 1992-09-01 | 18.7485224841523 |
| 1992-10-01 | 19.1094862957596 |
| 1992-11-01 | 19.3451568415665 |
| 1992-12-01 | 19.6457741652166 |
| 1993-01-01 | 20.2260295171643 |
| 1993-02-01 | 20.7078387206097 |
| 1993-03-01 | 20.6480599383717 |
| 1993-04-01 | 20.5298874627842 |
| 1993-05-01 | 20.6920291743727 |
| 1993-06-01 | 21.1538793089398 |
| 1993-07-01 | 21.7040058252455 |
| 1993-08-01 | 21.2734700632165 |
| 1993-09-01 | 21.3926580872097 |
| 1993-10-01 | 21.6362290137112 |
| 1993-11-01 | 21.6654780360752 |
| 1993-12-01 | 21.9845048242150 |
| 1994-01-01 | 21.3161617608526 |
| 1994-02-01 | 21.0597605009228 |
| 1994-03-01 | 20.9688499641603 |
| 1994-04-01 | 22.8288096209405 |
| 1994-05-01 | 22.9662435111986 |
| 1994-06-01 | 23.4913054819589 |
| 1994-07-01 | 24.1131506876834 |
| 1994-08-01 | 24.6556670907741 |
| 1994-09-01 | 25.0706763249320 |
| 1994-10-01 | 25.2977666304888 |
| 1994-11-01 | 25.8130007834311 |
| 1994-12-01 | 26.4154431317446 |
| 1995-01-01 | 25.9193504666083 |
| 1995-02-01 | 26.6550374167964 |
| 1995-03-01 | 26.7738518660066 |
| 1995-04-01 | 26.2113646486524 |
| 1995-05-01 | 26.4956141339916 |
| 1995-06-01 | 26.5871421449401 |
| 1995-07-01 | 26.1213031467580 |
| 1995-08-01 | 27.2402664152337 |
| 1995-09-01 | 27.5580321948977 |
| 1995-10-01 | 28.4808840428981 |
| 1995-11-01 | 29.7179509655195 |
| 1995-12-01 | 30.0947005956894 |
| 1996-01-01 | 31.3327050313867 |
| 1996-02-01 | 31.7849379118683 |
| 1996-03-01 | 31.8951466801670 |
| 1996-04-01 | 31.2455198726864 |
| 1996-05-01 | 32.2545239170837 |
| 1996-06-01 | 32.5784465201305 |
| 1996-07-01 | 32.8123314635964 |
| 1996-08-01 | 34.2867648322731 |
| 1996-09-01 | 34.0961432641175 |
| 1996-10-01 | 33.9249760390129 |
| 1996-11-01 | 33.5830856755750 |
| 1996-12-01 | 33.9735209536581 |
| 1997-01-01 | 34.5841688847741 |
| 1997-02-01 | 34.9536469163700 |
| 1997-03-01 | 35.4382905439985 |
| 1997-04-01 | 36.0481043106665 |
| 1997-05-01 | 36.3917295254302 |
| 1997-06-01 | 36.6016169022826 |
| 1997-07-01 | 37.3091446590380 |
| 1997-08-01 | 37.4701908048768 |
| 1997-09-01 | 38.0527645282401 |
| 1997-10-01 | 37.9043722747522 |
| 1997-11-01 | 38.4087602069310 |
| 1997-12-01 | 39.2770545368607 |
| 1998-01-01 | 39.4390386019450 |
| 1998-02-01 | 40.0899926331455 |
| 1998-03-01 | 41.1359604628284 |
| 1998-04-01 | 41.9776870316162 |
| 1998-05-01 | 43.1302804822915 |
| 1998-06-01 | 43.4815574295044 |
| 1998-07-01 | 43.6479197733811 |
| 1998-08-01 | 43.1780278054381 |
| 1998-09-01 | 43.2837659851886 |
| 1998-10-01 | 43.5881759964872 |
| 1998-11-01 | 43.7489095521451 |
| 1998-12-01 | 44.4587907986315 |
| 1999-01-01 | 45.1971299520377 |
| 1999-02-01 | 45.7101296173466 |
| 1999-03-01 | 45.8954672113658 |
| 1999-04-01 | 45.9260845371556 |
| 1999-05-01 | 46.6944252494860 |
| 1999-06-01 | 47.9278171578860 |
| 1999-07-01 | 47.3703904005735 |
| 1999-08-01 | 47.9436090972184 |
| 1999-09-01 | 48.5499226957166 |
| 1999-10-01 | 49.7976932446296 |
| 1999-11-01 | 50.3446917898625 |
| 1999-12-01 | 50.6175215803061 |
| 2000-01-01 | 47.5112491620370 |
| 2000-02-01 | 46.8387586407266 |
| 2000-03-01 | 47.8108967142053 |
| 2000-04-01 | 48.5684452014705 |
| 2000-05-01 | 48.6079726955681 |
| 2000-06-01 | 48.3890596371924 |
| 2000-07-01 | 49.3308948025806 |
| 2000-08-01 | 49.5910378763615 |
| 2000-09-01 | 49.4313913994743 |
| 2000-10-01 | 50.5166483089529 |
| 2000-11-01 | 50.9701910925171 |
| 2000-12-01 | 49.6426406533484 |
| 2001-01-01 | 48.9906299908278 |
| 2001-02-01 | 49.1439005986552 |
| 2001-03-01 | 49.4361508296914 |
| 2001-04-01 | 49.7113148184063 |
| 2001-05-01 | 49.1391007711114 |
| 2001-06-01 | 50.3070849323954 |
| 2001-07-01 | 49.9651045541786 |
| 2001-08-01 | 50.3319760571471 |
| 2001-09-01 | 49.9503062891581 |
| 2001-10-01 | 48.2267346961794 |
| 2001-11-01 | 48.4235884098700 |
| 2001-12-01 | 48.5569687936242 |
| 2002-01-01 | 46.1491586809887 |
| 2002-02-01 | 46.7250340366116 |
| 2002-03-01 | 46.6307972707065 |
| 2002-04-01 | 46.2052651761007 |
| 2002-05-01 | 46.4412272187616 |
| 2002-06-01 | 45.6054294164979 |
| 2002-07-01 | 44.3204275791882 |
| 2002-08-01 | 43.8533628009472 |
| 2002-09-01 | 43.6127034976645 |
| 2002-10-01 | 42.5254904843358 |
| 2002-11-01 | 42.3426702782311 |
| 2002-12-01 | 42.3097343641652 |
| 2003-01-01 | 42.3257221748934 |
| 2003-02-01 | 41.4483483643284 |
| 2003-03-01 | 40.6639959286216 |
| 2003-04-01 | 39.2891498111397 |
| 2003-05-01 | 39.9050140879260 |
| 2003-06-01 | 39.4045957871140 |
| 2003-07-01 | 41.4633596732341 |
| 2003-08-01 | 40.2298894159788 |
| 2003-09-01 | 40.4094559603115 |
| 2003-10-01 | 40.9635154943441 |
| 2003-11-01 | 41.0734971304627 |
| 2003-12-01 | 41.1585645485038 |
| 2004-01-01 | 44.2959579239101 |
| 2004-02-01 | 44.4223123613665 |
| 2004-03-01 | 43.3505315223854 |
| 2004-04-01 | 45.1629227557141 |
| 2004-05-01 | 45.1411964745080 |
| 2004-06-01 | 44.9007310390099 |
| 2004-07-01 | 46.5743868236335 |
| 2004-08-01 | 45.1090031730246 |
| 2004-09-01 | 44.8499574220573 |
| 2004-10-01 | 46.0183639736332 |
| 2004-11-01 | 45.1571435123081 |
| 2004-12-01 | 44.5311176148711 |
| 2005-01-01 | 43.3735114993910 |
| 2005-02-01 | 43.8609969558048 |
| 2005-03-01 | 43.6613596904060 |
| 2005-04-01 | 44.6204693330062 |
| 2005-05-01 | 44.6504140867601 |
| 2005-06-01 | 45.4966266029486 |
| 2005-07-01 | 45.5359514076700 |
| 2005-08-01 | 45.8351157299441 |
| 2005-09-01 | 46.4008685245264 |
| 2005-10-01 | 46.5752820143886 |
| 2005-11-01 | 47.2533946966772 |
| 2005-12-01 | 47.8129825417209 |
| 2006-01-01 | 47.7219019132405 |
| 2006-02-01 | 47.7064068073631 |
| 2006-03-01 | 47.8814011467449 |
| 2006-04-01 | 46.6006548543685 |
| 2006-05-01 | 46.9632600318615 |
| 2006-06-01 | 47.5154807731756 |
| 2006-07-01 | 46.2728576700823 |
| 2006-08-01 | 46.1338221218965 |
| 2006-09-01 | 46.0635350688948 |
| 2006-10-01 | 45.5584593054983 |
| 2006-11-01 | 45.4675423813250 |
| 2006-12-01 | 45.6041484990478 |
| 2007-01-01 | 46.3354641148543 |
| 2007-02-01 | 46.7801130156397 |
| 2007-03-01 | 47.5161667932186 |
| 2007-04-01 | 47.3603685300688 |
| 2007-05-01 | 47.7808168716340 |
| 2007-06-01 | 47.7266471479488 |
| 2007-07-01 | 47.3851760786255 |
| 2007-08-01 | 47.8799686230336 |
| 2007-09-01 | 47.9597902190409 |
| 2007-10-01 | 47.8218751521747 |
| 2007-11-01 | 47.5687210331478 |
| 2007-12-01 | 47.0799820737838 |
| 2008-01-01 | 46.5138399982970 |
| 2008-02-01 | 46.3665825201505 |
| 2008-03-01 | 45.8058226066056 |
| 2008-04-01 | 45.5395619747524 |
| 2008-05-01 | 45.4302230614114 |
| 2008-06-01 | 45.1710103083643 |
| 2008-07-01 | 45.0320623874178 |
| 2008-08-01 | 44.7652710232144 |
| 2008-09-01 | 44.6944319522576 |
| 2008-10-01 | 43.2688012153253 |
| 2008-11-01 | 42.3916749153821 |
| 2008-12-01 | 41.4181227007510 |
| 2009-01-01 | 37.9956115003383 |
| 2009-02-01 | 37.3136428485424 |
| 2009-03-01 | 35.9617850313994 |
| 2009-04-01 | 33.6284753282469 |
| 2009-05-01 | 32.7665396297700 |
| 2009-06-01 | 33.4197136274863 |
| 2009-07-01 | 32.5050398898582 |
| 2009-08-01 | 31.8075731021576 |
| 2009-09-01 | 31.8785730172768 |
| 2009-10-01 | 32.3254162164855 |
| 2009-11-01 | 32.2573131127643 |
| 2009-12-01 | 32.7938923064827 |
| 2010-01-01 | 33.3431181051417 |
| 2010-02-01 | 33.5804095580783 |
| 2010-03-01 | 33.9332164678011 |
| 2010-04-01 | 34.5527416341757 |
| 2010-05-01 | 35.1056627461607 |
| 2010-06-01 | 35.6265602692398 |
| 2010-07-01 | 36.6517961925453 |
| 2010-08-01 | 36.9702130729758 |
| 2010-09-01 | 37.4440997561535 |
| 2010-10-01 | 38.0652008575738 |
| 2010-11-01 | 38.3597899509124 |
| 2010-12-01 | 38.7744114926845 |
| 2011-01-01 | 38.1775510982440 |
| 2011-02-01 | 37.8228314633635 |
| 2011-03-01 | 38.1557277506002 |
| 2011-04-01 | 38.3875457668652 |
| 2011-05-01 | 38.4458628311310 |
| 2011-06-01 | 38.2134030514358 |
| 2011-07-01 | 38.6087447492320 |
| 2011-08-01 | 38.6799051295228 |
| 2011-09-01 | 38.7886982508510 |
| 2011-10-01 | 38.6582212796038 |
| 2011-11-01 | 38.1488418698360 |
| 2011-12-01 | 39.0525802265936 |
| 2012-01-01 | 39.4874731322260 |
| 2012-02-01 | 40.2719286637684 |
| 2012-03-01 | 39.8396141923837 |
| 2012-04-01 | 39.6130871686191 |
| 2012-05-01 | 39.8577671501850 |
| 2012-06-01 | 40.4511723586753 |
| 2012-07-01 | 40.3587239888216 |
| 2012-08-01 | 40.9206911844305 |
| 2012-09-01 | 40.6538859636338 |
| 2012-10-01 | 40.4436967133207 |
| 2012-11-01 | 40.7429044532123 |
| 2012-12-01 | 40.6435500162536 |
| 2013-01-01 | 40.4574414884214 |
| 2013-02-01 | 40.5855968718655 |
| 2013-03-01 | 40.8550651736807 |
| 2013-04-01 | 40.7931428537314 |
| 2013-05-01 | 40.9621447086072 |
| 2013-06-01 | 41.0542692088918 |
| 2013-07-01 | 40.7261778710894 |
| 2013-08-01 | 40.6926505847702 |
| 2013-09-01 | 41.1796421831608 |
| 2013-10-01 | 41.7522645108868 |
| 2013-11-01 | 42.0701359628438 |
| 2013-12-01 | 41.7376108385036 |
| 2014-01-01 | 42.0990629986371 |
| 2014-02-01 | 42.3729432513476 |
| 2014-03-01 | 42.5599022268865 |
| 2014-04-01 | 43.1320172591680 |
| 2014-05-01 | 43.1410688741697 |
| 2014-06-01 | 43.0306542363957 |
| 2014-07-01 | 43.2045155616746 |
| 2014-08-01 | 43.3137895814193 |
| 2014-09-01 | 43.0904394428733 |
| 2014-10-01 | 43.2865530330118 |
| 2014-11-01 | 43.3022336602556 |
| 2014-12-01 | 43.1130021193406 |
| 2015-01-01 | 43.3474561203768 |
| 2015-02-01 | 41.7973638287820 |
| 2015-03-01 | 41.0710352902043 |
| 2015-04-01 | 40.2145111628827 |
| 2015-05-01 | 40.0679026523615 |
| 2015-06-01 | 39.0039367747868 |
| 2015-07-01 | 39.4095148929066 |
| 2015-08-01 | 38.8524263896011 |
| 2015-09-01 | 37.6490311714824 |
| 2015-10-01 | 38.2285782412307 |
| 2015-11-01 | 37.8884985773287 |
| 2015-12-01 | 38.1890735252080 |
| 2016-01-01 | 37.9542280546352 |
| 2016-02-01 | 37.5563593475351 |
| 2016-03-01 | 36.6671629070614 |
| 2016-04-01 | 37.2174368341823 |
| 2016-05-01 | 36.6174291778788 |
| 2016-06-01 | 36.5071762433090 |
| 2016-07-01 | 36.0043998735467 |
| 2016-08-01 | 35.8429581204804 |
| 2016-09-01 | 36.2351976866947 |
| 2016-10-01 | 36.1848298692999 |
| 2016-11-01 | 36.0355724171440 |
| 2016-12-01 | 36.3338206211502 |
| 2017-01-01 | 37.1127954839698 |
| 2017-02-01 | 37.5513418520520 |
| 2017-03-01 | 38.1460234827860 |
| 2017-04-01 | 38.7032869051873 |
| 2017-05-01 | 39.1541970939256 |
| 2017-06-01 | 39.3449069593878 |
| 2017-07-01 | 39.4911948321389 |
| 2017-08-01 | 39.8704478433488 |
| 2017-09-01 | 39.8741848811968 |
| 2017-10-01 | 40.0109072097833 |
| 2017-11-01 | 39.6912859315784 |
| 2017-12-01 | 40.2345845466973 |
| 2018-01-01 | 40.3277439215259 |
| 2018-02-01 | 40.6587741096818 |
| 2018-03-01 | 40.9619599873542 |
| 2018-04-01 | 40.8064023098182 |
| 2018-05-01 | 41.0094523645265 |
| 2018-06-01 | 41.7599548652007 |
| 2018-07-01 | 42.2268682509399 |
| 2018-08-01 | 42.5271596554134 |
| 2018-09-01 | 42.3036863421470 |
| 2018-10-01 | 41.9830924162463 |
| 2018-11-01 | 42.0197951296182 |
| 2018-12-01 | 41.8489175068080 |
| 2019-01-01 | 41.7228547141769 |
| 2019-02-01 | 41.8693206927624 |
| 2019-03-01 | 41.7619424467316 |
| 2019-04-01 | 41.9186489096411 |
| 2019-05-01 | 42.0650861446532 |
| 2019-06-01 | 42.0275977865418 |
| 2019-07-01 | 41.9646738986944 |
| 2019-08-01 | 41.8601485838654 |
| 2019-09-01 | 41.6974047423524 |
| 2019-10-01 | 41.5092435870502 |
| 2019-11-01 | 41.6478702329783 |
| 2019-12-01 | 41.4107241451386 |
| 2020-01-01 | 41.3329697390371 |
| 2020-02-01 | 40.9656364371890 |
| 2020-03-01 | 40.3809318038605 |
| 2020-04-01 | 32.5829995135866 |
| 2020-05-01 | 32.7583127540893 |
| 2020-06-01 | 34.6512346303789 |
| 2020-07-01 | 35.2895650590326 |
| 2020-08-01 | 36.4891249360802 |
| 2020-09-01 | 36.6721233323990 |
| 2020-10-01 | 37.8162145589310 |
| 2020-11-01 | 38.3924779882300 |
| 2020-12-01 | 39.1821029127974 |
| 2021-01-01 | 39.3106250135317 |
| 2021-02-01 | 38.3322688317308 |
| 2021-03-01 | 40.2560637202235 |
| 2021-04-01 | 40.4659735863130 |
| 2021-05-01 | 40.3482037335054 |
| 2021-06-01 | 40.4464524925925 |
| 2021-07-01 | 40.9920196419336 |
| 2021-08-01 | 41.0770560562207 |
| 2021-09-01 | 40.8437852364919 |
| 2021-10-01 | 42.9011406401993 |
| 2021-11-01 | 42.8512931464556 |
| 2021-12-01 | 43.9537858210084 |
| 2022-01-01 | 43.2135633995825 |
| 2022-02-01 | 43.3647963054561 |
| 2022-03-01 | 43.5158543895860 |
| 2022-04-01 | 43.8111245397724 |
| 2022-05-01 | 44.0492895913857 |
| 2022-06-01 | 43.8000781001395 |
| 2022-07-01 | 44.2395448344171 |
| 2022-08-01 | 43.9527283855107 |
| 2022-09-01 | 44.2988571784620 |
| 2022-10-01 | 44.3665030874868 |
| 2022-11-01 | 44.3245383141590 |
| 2022-12-01 | 43.9681033994446 |
| 2023-01-01 | 44.6669713042757 |
| 2023-02-01 | 44.1663202072934 |
| 2023-03-01 | 43.8844053188070 |
| 2023-04-01 | 43.3688018171456 |
| 2023-05-01 | 42.9243824735854 |
| 2023-06-01 | 42.8012267067297 |
| 2023-07-01 | 41.7915300987200 |
| 2023-08-01 | 41.7639156172176 |
| 2023-09-01 | 41.8973176151910 |
| 2023-10-01 | 41.2632333813777 |
| 2023-11-01 | 40.9152390136945 |
| 2023-12-01 | 40.6979847358225 |
| 2024-01-01 | 40.0888323787267 |
| 2024-02-01 | 40.2674953041261 |
| 2024-03-01 | 39.7739012891167 |
| 2024-04-01 | 39.6187540472837 |
| 2024-05-01 | 39.1064407938386 |
| 2024-06-01 | 37.6624486535038 |
| 2024-07-01 | 38.1027936407825 |
| 2024-08-01 | 38.1568720049958 |
| 2024-09-01 | 37.7320389455300 |
| 2024-10-01 | 37.2266497588928 |
| 2024-11-01 | 37.4925729044389 |
| 2024-12-01 | 38.3813102621853 |
| 2025-01-01 | 37.4992478022165 |
| 2025-02-01 | 37.2607976944108 |
| 2025-03-01 | 37.5978328236615 |
| 2025-04-01 | 38.2830421000814 |
| 2025-05-01 | 38.1793844017055 |
| 2025-06-01 | 37.4157078419329 |
| 2025-07-01 | 37.2634880573296 |
| 2025-08-01 | 37.2320630549777 |
| 2025-09-01 | 37.2700993402345 |
| 2025-10-01 | 37.5360185011425 |
| 2025-11-01 | 37.5215144925860 |
| 2025-12-01 | 37.3592273051900 |
| 2026-01-01 | 37.5142459613598 |