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 2024-12-01 |
| Last Updated | 2025-01-29 5:22 AM CST |
| 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 | 18.696981201742300 |
| 1990-02-01 | 18.439137275792900 |
| 1990-03-01 | 18.747193993139998 |
| 1990-04-01 | 17.983739850094900 |
| 1990-05-01 | 17.639275136778604 |
| 1990-06-01 | 17.861320830341400 |
| 1990-07-01 | 17.717528382897697 |
| 1990-08-01 | 17.657578883380600 |
| 1990-09-01 | 18.985729056694500 |
| 1990-10-01 | 15.943764393907900 |
| 1990-11-01 | 16.568415369431300 |
| 1990-12-01 | 17.696714722247800 |
| 1991-01-01 | 17.629812863794000 |
| 1991-02-01 | 17.663911307687602 |
| 1991-03-01 | 17.569455647591300 |
| 1991-04-01 | 17.502108008807800 |
| 1991-05-01 | 17.161381311317403 |
| 1991-06-01 | 17.198684107935400 |
| 1991-07-01 | 16.173641549539400 |
| 1991-08-01 | 16.639625643010000 |
| 1991-09-01 | 15.926126752622901 |
| 1991-10-01 | 15.920192813210000 |
| 1991-11-01 | 16.021350056279100 |
| 1991-12-01 | 15.934977458994100 |
| 1992-01-01 | 16.641431873104500 |
| 1992-02-01 | 16.492811550954098 |
| 1992-03-01 | 16.508537251550900 |
| 1992-04-01 | 17.773130677001300 |
| 1992-05-01 | 17.769452671069300 |
| 1992-06-01 | 16.853270256441400 |
| 1992-07-01 | 18.130064539394000 |
| 1992-08-01 | 18.184775880429896 |
| 1992-09-01 | 18.612258431682000 |
| 1992-10-01 | 19.078521943478698 |
| 1992-11-01 | 19.247935685782800 |
| 1992-12-01 | 19.693811174824898 |
| 1993-01-01 | 20.293314427321800 |
| 1993-02-01 | 20.760885334555898 |
| 1993-03-01 | 20.669514122288803 |
| 1993-04-01 | 20.461136770314700 |
| 1993-05-01 | 20.637548787962700 |
| 1993-06-01 | 21.112391479944300 |
| 1993-07-01 | 21.874030851278896 |
| 1993-08-01 | 21.215317048439800 |
| 1993-09-01 | 21.297140233683000 |
| 1993-10-01 | 21.629105800478200 |
| 1993-11-01 | 21.746989761701197 |
| 1993-12-01 | 22.085978043792500 |
| 1994-01-01 | 21.313525167318500 |
| 1994-02-01 | 21.044652097082200 |
| 1994-03-01 | 21.014099075577400 |
| 1994-04-01 | 22.766728911881600 |
| 1994-05-01 | 22.852849772022100 |
| 1994-06-01 | 23.408500603307900 |
| 1994-07-01 | 24.195452803077696 |
| 1994-08-01 | 24.638216942247702 |
| 1994-09-01 | 25.034550760332102 |
| 1994-10-01 | 25.288392050300000 |
| 1994-11-01 | 25.921178468628103 |
| 1994-12-01 | 26.524543998915400 |
| 1995-01-01 | 25.863452470055197 |
| 1995-02-01 | 26.728377234998497 |
| 1995-03-01 | 26.873568132463497 |
| 1995-04-01 | 26.096965633187900 |
| 1995-05-01 | 26.381744394947802 |
| 1995-06-01 | 26.518863556812800 |
| 1995-07-01 | 26.081244758658500 |
| 1995-08-01 | 27.277312239948500 |
| 1995-09-01 | 27.577836524516200 |
| 1995-10-01 | 28.446559454254302 |
| 1995-11-01 | 29.811770694246803 |
| 1995-12-01 | 30.097404143817300 |
| 1996-01-01 | 31.347193297989996 |
| 1996-02-01 | 31.826370426134602 |
| 1996-03-01 | 31.934247914911300 |
| 1996-04-01 | 31.198710802801900 |
| 1996-05-01 | 32.239455413971500 |
| 1996-06-01 | 32.536793746619300 |
| 1996-07-01 | 32.781969523940000 |
| 1996-08-01 | 34.303376574542200 |
| 1996-09-01 | 34.219152821642200 |
| 1996-10-01 | 33.867085922859005 |
| 1996-11-01 | 33.499342349792300 |
| 1996-12-01 | 33.919563432180700 |
| 1997-01-01 | 34.573474693913106 |
| 1997-02-01 | 35.013086992943600 |
| 1997-03-01 | 35.467308144245100 |
| 1997-04-01 | 36.003804879849700 |
| 1997-05-01 | 36.471705143222900 |
| 1997-06-01 | 36.663936635986000 |
| 1997-07-01 | 37.361272952687600 |
| 1997-08-01 | 37.407143633648400 |
| 1997-09-01 | 38.149605078703400 |
| 1997-10-01 | 37.824241910756605 |
| 1997-11-01 | 38.248297159571800 |
| 1997-12-01 | 39.246328648986300 |
| 1998-01-01 | 39.413434169386300 |
| 1998-02-01 | 40.091184494999105 |
| 1998-03-01 | 41.118532246659996 |
| 1998-04-01 | 41.983625918670796 |
| 1998-05-01 | 43.295117714438604 |
| 1998-06-01 | 43.587277854891994 |
| 1998-07-01 | 43.774958643598204 |
| 1998-08-01 | 43.060005584876390 |
| 1998-09-01 | 43.208786795008706 |
| 1998-10-01 | 43.632196990061500 |
| 1998-11-01 | 43.593617314787906 |
| 1998-12-01 | 44.386307959242600 |
| 1999-01-01 | 45.139235968597500 |
| 1999-02-01 | 45.795122927823200 |
| 1999-03-01 | 45.885721066182390 |
| 1999-04-01 | 45.944672621051000 |
| 1999-05-01 | 46.772937895211400 |
| 1999-06-01 | 48.051868785744496 |
| 1999-07-01 | 47.473172042080500 |
| 1999-08-01 | 47.890848339728095 |
| 1999-09-01 | 48.353648988033000 |
| 1999-10-01 | 49.919719371424705 |
| 1999-11-01 | 50.262581846255100 |
| 1999-12-01 | 50.461132511889400 |
| 2000-01-01 | 47.411169457677900 |
| 2000-02-01 | 46.970868762692206 |
| 2000-03-01 | 47.815184682995100 |
| 2000-04-01 | 48.683147900690610 |
| 2000-05-01 | 48.626932534679100 |
| 2000-06-01 | 48.502347025170200 |
| 2000-07-01 | 49.379087343568500 |
| 2000-08-01 | 49.615193948335104 |
| 2000-09-01 | 49.262110898787206 |
| 2000-10-01 | 50.589650596522596 |
| 2000-11-01 | 50.842982710503400 |
| 2000-12-01 | 49.391981551532400 |
| 2001-01-01 | 48.877942168848000 |
| 2001-02-01 | 49.389898812158000 |
| 2001-03-01 | 49.513816997338800 |
| 2001-04-01 | 49.831910824807500 |
| 2001-05-01 | 49.114779358812000 |
| 2001-06-01 | 50.476964610373600 |
| 2001-07-01 | 49.912614947136000 |
| 2001-08-01 | 50.393736406021990 |
| 2001-09-01 | 49.971534144053400 |
| 2001-10-01 | 48.061383556200300 |
| 2001-11-01 | 48.180163576032110 |
| 2001-12-01 | 48.330267878573000 |
| 2002-01-01 | 46.099320425229500 |
| 2002-02-01 | 47.000351017004300 |
| 2002-03-01 | 46.780670553633000 |
| 2002-04-01 | 46.288823973838504 |
| 2002-05-01 | 46.581165426541990 |
| 2002-06-01 | 45.667691117809106 |
| 2002-07-01 | 44.243698948603600 |
| 2002-08-01 | 43.839133344889500 |
| 2002-09-01 | 43.655902680395900 |
| 2002-10-01 | 42.292408253438900 |
| 2002-11-01 | 42.129354573760710 |
| 2002-12-01 | 42.135027299891300 |
| 2003-01-01 | 42.392940934044700 |
| 2003-02-01 | 41.687816489844300 |
| 2003-03-01 | 40.764460015523100 |
| 2003-04-01 | 39.398907947983000 |
| 2003-05-01 | 40.025322751578100 |
| 2003-06-01 | 39.346046024589300 |
| 2003-07-01 | 41.440588265350900 |
| 2003-08-01 | 40.179022741883700 |
| 2003-09-01 | 40.378602197441800 |
| 2003-10-01 | 40.778162762713900 |
| 2003-11-01 | 41.014736457906600 |
| 2003-12-01 | 41.112025553045704 |
| 2004-01-01 | 44.325205233324795 |
| 2004-02-01 | 44.512097218579900 |
| 2004-03-01 | 43.387896664996500 |
| 2004-04-01 | 45.371100268939600 |
| 2004-05-01 | 45.212066908561795 |
| 2004-06-01 | 44.797309126708100 |
| 2004-07-01 | 46.618364905551900 |
| 2004-08-01 | 45.047390879483900 |
| 2004-09-01 | 44.740422120570706 |
| 2004-10-01 | 45.878321095053610 |
| 2004-11-01 | 45.219026523947500 |
| 2004-12-01 | 44.526004987634200 |
| 2005-01-01 | 43.328728579662800 |
| 2005-02-01 | 43.854458017964795 |
| 2005-03-01 | 43.687381868458700 |
| 2005-04-01 | 44.872211168743700 |
| 2005-05-01 | 44.625811564602394 |
| 2005-06-01 | 45.563834908112200 |
| 2005-07-01 | 45.541729763964206 |
| 2005-08-01 | 45.810310283488796 |
| 2005-09-01 | 46.365172446102400 |
| 2005-10-01 | 46.362339816620505 |
| 2005-11-01 | 47.227887472636006 |
| 2005-12-01 | 47.746148340925500 |
| 2006-01-01 | 47.641199128532200 |
| 2006-02-01 | 47.696371826495600 |
| 2006-03-01 | 48.032383458016206 |
| 2006-04-01 | 46.792785784242700 |
| 2006-05-01 | 47.013633797914400 |
| 2006-06-01 | 47.673873003223290 |
| 2006-07-01 | 46.226071418085700 |
| 2006-08-01 | 46.167884431774205 |
| 2006-09-01 | 46.092991705387200 |
| 2006-10-01 | 45.329113794076605 |
| 2006-11-01 | 45.288224952672394 |
| 2006-12-01 | 45.313847486620700 |
| 2007-01-01 | 46.314866170139000 |
| 2007-02-01 | 46.850630366197100 |
| 2007-03-01 | 47.723819713484104 |
| 2007-04-01 | 47.545598007367104 |
| 2007-05-01 | 47.870972650485300 |
| 2007-06-01 | 47.913959097462300 |
| 2007-07-01 | 47.348516867273000 |
| 2007-08-01 | 47.933217597035000 |
| 2007-09-01 | 47.964874992913600 |
| 2007-10-01 | 47.679879917764300 |
| 2007-11-01 | 47.289941939520000 |
| 2007-12-01 | 46.641259768285800 |
| 2008-01-01 | 46.537234397200500 |
| 2008-02-01 | 46.525098385177710 |
| 2008-03-01 | 45.966454788549800 |
| 2008-04-01 | 45.750425207772000 |
| 2008-05-01 | 45.496064583736200 |
| 2008-06-01 | 45.300274058477300 |
| 2008-07-01 | 45.126692839443800 |
| 2008-08-01 | 44.808424882205000 |
| 2008-09-01 | 44.617554248261605 |
| 2008-10-01 | 43.243282635652000 |
| 2008-11-01 | 42.091516368969800 |
| 2008-12-01 | 40.959422005515400 |
| 2009-01-01 | 38.047704529833005 |
| 2009-02-01 | 37.483006196876204 |
| 2009-03-01 | 36.019502814418296 |
| 2009-04-01 | 33.892802933248100 |
| 2009-05-01 | 32.783710568379995 |
| 2009-06-01 | 33.501646283377000 |
| 2009-07-01 | 32.706349999359900 |
| 2009-08-01 | 31.770275724045895 |
| 2009-09-01 | 31.762674988398200 |
| 2009-10-01 | 32.359910626309100 |
| 2009-11-01 | 31.964296695895500 |
| 2009-12-01 | 32.450770141983110 |
| 2010-01-01 | 33.411650797490104 |
| 2010-02-01 | 33.734032641980100 |
| 2010-03-01 | 33.941939167399305 |
| 2010-04-01 | 34.768204533716600 |
| 2010-05-01 | 35.114407623570900 |
| 2010-06-01 | 35.630285584346500 |
| 2010-07-01 | 36.862673087358500 |
| 2010-08-01 | 36.975562345329500 |
| 2010-09-01 | 37.351288324511200 |
| 2010-10-01 | 38.052554317115500 |
| 2010-11-01 | 38.128674628476300 |
| 2010-12-01 | 38.587550020599900 |
| 2011-01-01 | 38.172316025664600 |
| 2011-02-01 | 37.919752343515896 |
| 2011-03-01 | 38.206387130209606 |
| 2011-04-01 | 38.516316873787000 |
| 2011-05-01 | 38.480823636399900 |
| 2011-06-01 | 38.233653535577700 |
| 2011-07-01 | 38.706007038901100 |
| 2011-08-01 | 38.693423023461600 |
| 2011-09-01 | 38.754920810896200 |
| 2011-10-01 | 38.609688685946200 |
| 2011-11-01 | 38.005622137886400 |
| 2011-12-01 | 38.922571462624504 |
| 2012-01-01 | 39.444247229097705 |
| 2012-02-01 | 40.365867380335800 |
| 2012-03-01 | 39.916107806619294 |
| 2012-04-01 | 39.659310939449796 |
| 2012-05-01 | 39.890143956249300 |
| 2012-06-01 | 40.528671109809100 |
| 2012-07-01 | 40.318672544501600 |
| 2012-08-01 | 40.957701108975210 |
| 2012-09-01 | 40.617707715029000 |
| 2012-10-01 | 40.386531136590400 |
| 2012-11-01 | 40.728642003629105 |
| 2012-12-01 | 40.584574334716000 |
| 2013-01-01 | 40.371820168902005 |
| 2013-02-01 | 40.648461788060395 |
| 2013-03-01 | 40.939206938277000 |
| 2013-04-01 | 40.798601660813105 |
| 2013-05-01 | 41.025696433323205 |
| 2013-06-01 | 41.121920448043700 |
| 2013-07-01 | 40.658718226670600 |
| 2013-08-01 | 40.630781604413200 |
| 2013-09-01 | 41.098472901819600 |
| 2013-10-01 | 41.762846507533496 |
| 2013-11-01 | 42.097544822556200 |
| 2013-12-01 | 41.721120256353200 |
| 2014-01-01 | 42.094223267338705 |
| 2014-02-01 | 42.437994034375500 |
| 2014-03-01 | 42.583102533715400 |
| 2014-04-01 | 43.162748579402200 |
| 2014-05-01 | 43.190813167003896 |
| 2014-06-01 | 43.024417175565500 |
| 2014-07-01 | 43.164292198261000 |
| 2014-08-01 | 43.213167503581800 |
| 2014-09-01 | 42.990030078674500 |
| 2014-10-01 | 43.303495247686605 |
| 2014-11-01 | 43.301036010018800 |
| 2014-12-01 | 43.187439866125900 |
| 2015-01-01 | 43.400552384327300 |
| 2015-02-01 | 41.839084081203000 |
| 2015-03-01 | 41.066607355381900 |
| 2015-04-01 | 40.242583657395210 |
| 2015-05-01 | 40.141591022072504 |
| 2015-06-01 | 38.954129922127100 |
| 2015-07-01 | 39.402573436220800 |
| 2015-08-01 | 38.728828722985200 |
| 2015-09-01 | 37.604994577962710 |
| 2015-10-01 | 38.236312113401300 |
| 2015-11-01 | 37.780655549944300 |
| 2015-12-01 | 38.244218023537100 |
| 2016-01-01 | 38.064521339953100 |
| 2016-02-01 | 37.587065590565600 |
| 2016-03-01 | 36.667782585745600 |
| 2016-04-01 | 37.268290324421294 |
| 2016-05-01 | 36.622812395239290 |
| 2016-06-01 | 36.523821060228400 |
| 2016-07-01 | 35.995787209290796 |
| 2016-08-01 | 35.779614004113796 |
| 2016-09-01 | 36.268480173933300 |
| 2016-10-01 | 36.166865195874900 |
| 2016-11-01 | 35.890244314719100 |
| 2016-12-01 | 36.313877045860400 |
| 2017-01-01 | 37.164910962162790 |
| 2017-02-01 | 37.570387883931800 |
| 2017-03-01 | 38.167932754976796 |
| 2017-04-01 | 38.730449204418000 |
| 2017-05-01 | 39.154390516395200 |
| 2017-06-01 | 39.399834665118300 |
| 2017-07-01 | 39.518093719822204 |
| 2017-08-01 | 39.874996442551900 |
| 2017-09-01 | 39.932344434600395 |
| 2017-10-01 | 39.972331957629800 |
| 2017-11-01 | 39.599962518627800 |
| 2017-12-01 | 40.176076500086700 |
| 2018-01-01 | 40.323264041732800 |
| 2018-02-01 | 40.686559530402400 |
| 2018-03-01 | 40.935711805957105 |
| 2018-04-01 | 40.768990445595000 |
| 2018-05-01 | 40.959000331794600 |
| 2018-06-01 | 41.842924340140290 |
| 2018-07-01 | 42.288843755181105 |
| 2018-08-01 | 42.626854285699200 |
| 2018-09-01 | 42.342329324896100 |
| 2018-10-01 | 41.905785839587004 |
| 2018-11-01 | 42.025852553349900 |
| 2018-12-01 | 41.833184371213400 |
| 2019-01-01 | 41.697472605573700 |
| 2019-02-01 | 41.909101463513600 |
| 2019-03-01 | 41.677663885875500 |
| 2019-04-01 | 41.841597896801500 |
| 2019-05-01 | 42.024144202182995 |
| 2019-06-01 | 42.054278850156800 |
| 2019-07-01 | 42.003414238469600 |
| 2019-08-01 | 41.973569950398400 |
| 2019-09-01 | 41.673079961348100 |
| 2019-10-01 | 41.413064553505290 |
| 2019-11-01 | 41.726430566226895 |
| 2019-12-01 | 41.500585729203800 |
| 2020-01-01 | 41.371995126432200 |
| 2020-02-01 | 41.017112752467000 |
| 2020-03-01 | 40.291429269344505 |
| 2020-04-01 | 32.519808872343100 |
| 2020-05-01 | 32.709719869215700 |
| 2020-06-01 | 34.609052883651500 |
| 2020-07-01 | 35.240321828691705 |
| 2020-08-01 | 36.546611780684100 |
| 2020-09-01 | 36.599088406599800 |
| 2020-10-01 | 37.714351213438896 |
| 2020-11-01 | 38.483566144454400 |
| 2020-12-01 | 39.274965078237200 |
| 2021-01-01 | 39.452635732476395 |
| 2021-02-01 | 38.420213467115005 |
| 2021-03-01 | 40.263642324797800 |
| 2021-04-01 | 40.526543365880900 |
| 2021-05-01 | 40.365922290186894 |
| 2021-06-01 | 40.331728631476900 |
| 2021-07-01 | 40.770536460606900 |
| 2021-08-01 | 40.923700603335796 |
| 2021-09-01 | 40.839539639114300 |
| 2021-10-01 | 42.774622199558100 |
| 2021-11-01 | 42.887593557973300 |
| 2021-12-01 | 44.003418539204596 |
| 2022-01-01 | 43.456011072513290 |
| 2022-02-01 | 43.535758462790500 |
| 2022-03-01 | 43.604657545697500 |
| 2022-04-01 | 43.986333827915900 |
| 2022-05-01 | 44.200282104611205 |
| 2022-06-01 | 43.685216387352000 |
| 2022-07-01 | 43.769991981614700 |
| 2022-08-01 | 43.656981630455000 |
| 2022-09-01 | 44.395029692051600 |
| 2022-10-01 | 44.180200765668400 |
| 2022-11-01 | 44.254407834590700 |
| 2022-12-01 | 43.949766970606696 |
| 2023-01-01 | 44.987638995968105 |
| 2023-02-01 | 44.365636088692290 |
| 2023-03-01 | 44.052707358717200 |
| 2023-04-01 | 44.092704943074295 |
| 2023-05-01 | 43.742753551242400 |
| 2023-06-01 | 43.360750573513700 |
| 2023-07-01 | 41.615920879444700 |
| 2023-08-01 | 42.178301303426900 |
| 2023-09-01 | 42.745023728010200 |
| 2023-10-01 | 42.955449284032200 |
| 2023-11-01 | 41.232985359797300 |
| 2023-12-01 | 41.820136454337000 |
| 2024-01-01 | 41.219857883898800 |
| 2024-02-01 | 41.616675765690495 |
| 2024-03-01 | 41.753741778793200 |
| 2024-04-01 | 41.363492336642500 |
| 2024-05-01 | 40.799340595903900 |
| 2024-06-01 | 40.564968964807896 |
| 2024-07-01 | 40.634153229081800 |
| 2024-08-01 | 40.430241661786795 |
| 2024-09-01 | 39.479353754721710 |
| 2024-10-01 | 39.229724941124600 |
| 2024-11-01 | 39.941245954977000 |
| 2024-12-01 | 39.053992028227704 |
