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 2024-11-01 |
| Last Updated | 2024-12-21 5:20 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 | 18.696980555913000 |
| 1990-02-01 | 18.439135505117100 |
| 1990-03-01 | 18.747190234072303 |
| 1990-04-01 | 17.983740770892002 |
| 1990-05-01 | 17.639272840447000 |
| 1990-06-01 | 17.861323888085398 |
| 1990-07-01 | 17.717538396528700 |
| 1990-08-01 | 17.657576536878700 |
| 1990-09-01 | 18.985726065096800 |
| 1990-10-01 | 15.943760606292200 |
| 1990-11-01 | 16.568410536203803 |
| 1990-12-01 | 17.696724927831102 |
| 1991-01-01 | 17.629809946459500 |
| 1991-02-01 | 17.663907792714397 |
| 1991-03-01 | 17.569452129589300 |
| 1991-04-01 | 17.502108677224800 |
| 1991-05-01 | 17.161380136560500 |
| 1991-06-01 | 17.198688126272900 |
| 1991-07-01 | 16.173656192761100 |
| 1991-08-01 | 16.639624603348000 |
| 1991-09-01 | 15.926123072170900 |
| 1991-10-01 | 15.920185801826800 |
| 1991-11-01 | 16.021340680864700 |
| 1991-12-01 | 15.934988585020700 |
| 1992-01-01 | 16.641424826865800 |
| 1992-02-01 | 16.492806297109900 |
| 1992-03-01 | 16.508536150103500 |
| 1992-04-01 | 17.773133283002800 |
| 1992-05-01 | 17.769453606831600 |
| 1992-06-01 | 16.853274102830700 |
| 1992-07-01 | 18.130097125079104 |
| 1992-08-01 | 18.184773740211302 |
| 1992-09-01 | 18.612250955580897 |
| 1992-10-01 | 19.078506726798302 |
| 1992-11-01 | 19.247915913561602 |
| 1992-12-01 | 19.693819232294200 |
| 1993-01-01 | 20.293302311776000 |
| 1993-02-01 | 20.760878575761897 |
| 1993-03-01 | 20.669512342910000 |
| 1993-04-01 | 20.461161311541500 |
| 1993-05-01 | 20.637547807273396 |
| 1993-06-01 | 21.112398919931298 |
| 1993-07-01 | 21.874082056397000 |
| 1993-08-01 | 21.215303885032302 |
| 1993-09-01 | 21.297142049545700 |
| 1993-10-01 | 21.629103383990802 |
| 1993-11-01 | 21.746888227260500 |
| 1993-12-01 | 22.085998583815798 |
| 1994-01-01 | 21.313520761403800 |
| 1994-02-01 | 21.044648644863700 |
| 1994-03-01 | 21.014099648505603 |
| 1994-04-01 | 22.766784748821202 |
| 1994-05-01 | 22.852856483889500 |
| 1994-06-01 | 23.408517889154200 |
| 1994-07-01 | 24.195529785058800 |
| 1994-08-01 | 24.638192469596500 |
| 1994-09-01 | 25.034546318702898 |
| 1994-10-01 | 25.288373769275303 |
| 1994-11-01 | 25.920966481363802 |
| 1994-12-01 | 26.524561069959997 |
| 1995-01-01 | 25.863460234846200 |
| 1995-02-01 | 26.728401243806700 |
| 1995-03-01 | 26.873606124145798 |
| 1995-04-01 | 26.097090830728803 |
| 1995-05-01 | 26.381752621246400 |
| 1995-06-01 | 26.518920377304200 |
| 1995-07-01 | 26.081340848805500 |
| 1995-08-01 | 27.277271554183700 |
| 1995-09-01 | 27.577792920289397 |
| 1995-10-01 | 28.446475481662300 |
| 1995-11-01 | 29.811399066577803 |
| 1995-12-01 | 30.097386124883900 |
| 1996-01-01 | 31.347226127980598 |
| 1996-02-01 | 31.826466485512000 |
| 1996-03-01 | 31.934382499488300 |
| 1996-04-01 | 31.198936347098304 |
| 1996-05-01 | 32.239511819693100 |
| 1996-06-01 | 32.536900691522500 |
| 1996-07-01 | 32.782095023740100 |
| 1996-08-01 | 34.303309591327600 |
| 1996-09-01 | 34.219037439076700 |
| 1996-10-01 | 33.866862701779600 |
| 1996-11-01 | 33.498742144975900 |
| 1996-12-01 | 33.919192577739700 |
| 1997-01-01 | 34.573942396218800 |
| 1997-02-01 | 35.013146827168896 |
| 1997-03-01 | 35.467666223238000 |
| 1997-04-01 | 36.004190021674106 |
| 1997-05-01 | 36.471830506234500 |
| 1997-06-01 | 36.664075012945794 |
| 1997-07-01 | 37.361385302539100 |
| 1997-08-01 | 37.407020482972400 |
| 1997-09-01 | 38.149377281925204 |
| 1997-10-01 | 37.823893790586000 |
| 1997-11-01 | 38.247410037870296 |
| 1997-12-01 | 39.245615755273796 |
| 1998-01-01 | 39.414363255701500 |
| 1998-02-01 | 40.091237687676795 |
| 1998-03-01 | 41.119136204115290 |
| 1998-04-01 | 41.984155903790200 |
| 1998-05-01 | 43.295327651338100 |
| 1998-06-01 | 43.587427462443900 |
| 1998-07-01 | 43.775036524108900 |
| 1998-08-01 | 43.059819657954400 |
| 1998-09-01 | 43.208441031119605 |
| 1998-10-01 | 43.631709389311300 |
| 1998-11-01 | 43.592522488561290 |
| 1998-12-01 | 44.385221675234500 |
| 1999-01-01 | 45.140743707416110 |
| 1999-02-01 | 45.795116163798290 |
| 1999-03-01 | 45.886527583249290 |
| 1999-04-01 | 45.945306512479300 |
| 1999-05-01 | 46.773187731478394 |
| 1999-06-01 | 48.051998258461104 |
| 1999-07-01 | 47.473179172624400 |
| 1999-08-01 | 47.890605577732710 |
| 1999-09-01 | 48.353200194960095 |
| 1999-10-01 | 49.919156759891700 |
| 1999-11-01 | 50.261444206098100 |
| 1999-12-01 | 50.459996006814500 |
| 2000-01-01 | 47.412853686520210 |
| 2000-02-01 | 46.970911240831900 |
| 2000-03-01 | 47.816050855795794 |
| 2000-04-01 | 48.683751761098500 |
| 2000-05-01 | 48.627203165442104 |
| 2000-06-01 | 48.502444864395900 |
| 2000-07-01 | 49.379036098533795 |
| 2000-08-01 | 49.614922416250494 |
| 2000-09-01 | 49.261642557362800 |
| 2000-10-01 | 50.589073033455600 |
| 2000-11-01 | 50.841924633359400 |
| 2000-12-01 | 49.390782647415800 |
| 2001-01-01 | 48.879843421383000 |
| 2001-02-01 | 49.389932626813795 |
| 2001-03-01 | 49.514638318706595 |
| 2001-04-01 | 49.832405538450500 |
| 2001-05-01 | 49.115011236015796 |
| 2001-06-01 | 50.477002483320290 |
| 2001-07-01 | 49.912490148858204 |
| 2001-08-01 | 50.393451111712500 |
| 2001-09-01 | 49.971089659657710 |
| 2001-10-01 | 48.060938173897800 |
| 2001-11-01 | 48.179266049834204 |
| 2001-12-01 | 48.329326930782300 |
| 2002-01-01 | 46.101035941233100 |
| 2002-02-01 | 47.000462979323100 |
| 2002-03-01 | 46.781291722388296 |
| 2002-04-01 | 46.289130510800300 |
| 2002-05-01 | 46.581328074223390 |
| 2002-06-01 | 45.667687429106294 |
| 2002-07-01 | 44.243535144907700 |
| 2002-08-01 | 43.838876548098200 |
| 2002-09-01 | 43.655539628366390 |
| 2002-10-01 | 42.292098964907300 |
| 2002-11-01 | 42.128689280841100 |
| 2002-12-01 | 42.134337143672700 |
| 2003-01-01 | 42.394436038179000 |
| 2003-02-01 | 41.687962043515300 |
| 2003-03-01 | 40.764847170616704 |
| 2003-04-01 | 39.399035279650604 |
| 2003-05-01 | 40.025393251082200 |
| 2003-06-01 | 39.346007334405400 |
| 2003-07-01 | 41.440412240135700 |
| 2003-08-01 | 40.178815139814000 |
| 2003-09-01 | 40.378321599759296 |
| 2003-10-01 | 40.777998200992705 |
| 2003-11-01 | 41.014326269308400 |
| 2003-12-01 | 41.111645635485700 |
| 2004-01-01 | 44.326279533056790 |
| 2004-02-01 | 44.512291452278700 |
| 2004-03-01 | 43.388078667725296 |
| 2004-04-01 | 45.371079218311000 |
| 2004-05-01 | 45.212085028227605 |
| 2004-06-01 | 44.797266657002496 |
| 2004-07-01 | 46.618206559554900 |
| 2004-08-01 | 45.047249320201800 |
| 2004-09-01 | 44.740246378020400 |
| 2004-10-01 | 45.878244630029500 |
| 2004-11-01 | 45.218774657034100 |
| 2004-12-01 | 44.525675795160296 |
| 2005-01-01 | 43.329634615113000 |
| 2005-02-01 | 43.854594504604210 |
| 2005-03-01 | 43.687477745044600 |
| 2005-04-01 | 44.872137251485010 |
| 2005-05-01 | 44.625803072556494 |
| 2005-06-01 | 45.563782219271495 |
| 2005-07-01 | 45.541587256515996 |
| 2005-08-01 | 45.810216189430000 |
| 2005-09-01 | 46.365054414490096 |
| 2005-10-01 | 46.362350497524396 |
| 2005-11-01 | 47.227724384135600 |
| 2005-12-01 | 47.745903857346704 |
| 2006-01-01 | 47.641874951836606 |
| 2006-02-01 | 47.696452237624904 |
| 2006-03-01 | 48.032428837147290 |
| 2006-04-01 | 46.792718629462000 |
| 2006-05-01 | 47.013614872550704 |
| 2006-06-01 | 47.673830240850500 |
| 2006-07-01 | 46.225951999459200 |
| 2006-08-01 | 46.167834594273900 |
| 2006-09-01 | 46.092921719504204 |
| 2006-10-01 | 45.329137895050490 |
| 2006-11-01 | 45.288136344994605 |
| 2006-12-01 | 45.313694877551500 |
| 2007-01-01 | 46.315298033340100 |
| 2007-02-01 | 46.850670913292205 |
| 2007-03-01 | 47.723841085163706 |
| 2007-04-01 | 47.545558751378400 |
| 2007-05-01 | 47.870952582904610 |
| 2007-06-01 | 47.913926310517100 |
| 2007-07-01 | 47.348428158203106 |
| 2007-08-01 | 47.933197082975100 |
| 2007-09-01 | 47.964835638425100 |
| 2007-10-01 | 47.679902884585400 |
| 2007-11-01 | 47.289920701900500 |
| 2007-12-01 | 46.641199530476506 |
| 2008-01-01 | 46.537431739900290 |
| 2008-02-01 | 46.525114186449100 |
| 2008-03-01 | 45.966466086858000 |
| 2008-04-01 | 45.750398962655105 |
| 2008-05-01 | 45.496054434253300 |
| 2008-06-01 | 45.300261228158600 |
| 2008-07-01 | 45.126629330518290 |
| 2008-08-01 | 44.808428124246795 |
| 2008-09-01 | 44.617540847474700 |
| 2008-10-01 | 43.243287767098500 |
| 2008-11-01 | 42.091530661610000 |
| 2008-12-01 | 40.959412161832496 |
| 2009-01-01 | 38.047737207870895 |
| 2009-02-01 | 37.483030352396300 |
| 2009-03-01 | 36.019515351532300 |
| 2009-04-01 | 33.892789747141500 |
| 2009-05-01 | 32.783705650387695 |
| 2009-06-01 | 33.501646182097500 |
| 2009-07-01 | 32.706312426404600 |
| 2009-08-01 | 31.770280428237400 |
| 2009-09-01 | 31.762666108814802 |
| 2009-10-01 | 32.359919335748300 |
| 2009-11-01 | 31.964306674543500 |
| 2009-12-01 | 32.450763308346800 |
| 2010-01-01 | 33.411662543428996 |
| 2010-02-01 | 33.734036805196800 |
| 2010-03-01 | 33.941940607641200 |
| 2010-04-01 | 34.768205036390100 |
| 2010-05-01 | 35.114409639814100 |
| 2010-06-01 | 35.630291412210000 |
| 2010-07-01 | 36.862659555976100 |
| 2010-08-01 | 36.975561946234400 |
| 2010-09-01 | 37.351281816595300 |
| 2010-10-01 | 38.052553541133896 |
| 2010-11-01 | 38.128674554487500 |
| 2010-12-01 | 38.587541747522600 |
| 2011-01-01 | 38.172314520326500 |
| 2011-02-01 | 37.919754376732996 |
| 2011-03-01 | 38.206396113243200 |
| 2011-04-01 | 38.516328022718795 |
| 2011-05-01 | 38.480832948941700 |
| 2011-06-01 | 38.233662257417500 |
| 2011-07-01 | 38.706012021137900 |
| 2011-08-01 | 38.693413679269100 |
| 2011-09-01 | 38.754912611486100 |
| 2011-10-01 | 38.609674732955700 |
| 2011-11-01 | 38.005606150671700 |
| 2011-12-01 | 38.922540162406200 |
| 2012-01-01 | 39.444235886426300 |
| 2012-02-01 | 40.365886539593895 |
| 2012-03-01 | 39.916143857391000 |
| 2012-04-01 | 39.659339143409300 |
| 2012-05-01 | 39.890149052527704 |
| 2012-06-01 | 40.528718416327294 |
| 2012-07-01 | 40.318660100987700 |
| 2012-08-01 | 40.957674956892900 |
| 2012-09-01 | 40.617705162499796 |
| 2012-10-01 | 40.386500488139700 |
| 2012-11-01 | 40.728631258290600 |
| 2012-12-01 | 40.584464338884295 |
| 2013-01-01 | 40.371778812474396 |
| 2013-02-01 | 40.648422896100400 |
| 2013-03-01 | 40.939537713722800 |
| 2013-04-01 | 40.798554467446100 |
| 2013-05-01 | 41.025643387450500 |
| 2013-06-01 | 41.121992049111206 |
| 2013-07-01 | 40.658695424279600 |
| 2013-08-01 | 40.630747477155000 |
| 2013-09-01 | 41.098473527784705 |
| 2013-10-01 | 41.762795213891295 |
| 2013-11-01 | 42.097603483242900 |
| 2013-12-01 | 41.720907787534900 |
| 2014-01-01 | 42.094140830133000 |
| 2014-02-01 | 42.437891456424495 |
| 2014-03-01 | 42.583718787163500 |
| 2014-04-01 | 43.162596976837400 |
| 2014-05-01 | 43.190664891908400 |
| 2014-06-01 | 43.024491508592400 |
| 2014-07-01 | 43.164272217671500 |
| 2014-08-01 | 43.213168207442800 |
| 2014-09-01 | 42.990082336121900 |
| 2014-10-01 | 43.303455677389000 |
| 2014-11-01 | 43.301287438482200 |
| 2014-12-01 | 43.187127066058800 |
| 2015-01-01 | 43.400404924191000 |
| 2015-02-01 | 41.838816639775500 |
| 2015-03-01 | 41.067364109542300 |
| 2015-04-01 | 40.242243852867300 |
| 2015-05-01 | 40.141314272708200 |
| 2015-06-01 | 38.954096492198296 |
| 2015-07-01 | 39.402434590389106 |
| 2015-08-01 | 38.729605503015500 |
| 2015-09-01 | 37.605000753055500 |
| 2015-10-01 | 38.236307916481900 |
| 2015-11-01 | 37.781194540737100 |
| 2015-12-01 | 38.243927858271400 |
| 2016-01-01 | 38.064210413040400 |
| 2016-02-01 | 37.586417218084400 |
| 2016-03-01 | 36.668000578177100 |
| 2016-04-01 | 37.267458165093400 |
| 2016-05-01 | 36.622293100194504 |
| 2016-06-01 | 36.523901401269200 |
| 2016-07-01 | 35.996070559002500 |
| 2016-08-01 | 35.782034998371700 |
| 2016-09-01 | 36.269267751184100 |
| 2016-10-01 | 36.167119675976400 |
| 2016-11-01 | 35.890385204014100 |
| 2016-12-01 | 36.312716848491895 |
| 2017-01-01 | 37.163819503783900 |
| 2017-02-01 | 37.569330694151300 |
| 2017-03-01 | 38.165516002359600 |
| 2017-04-01 | 38.730585406397296 |
| 2017-05-01 | 39.153273282509105 |
| 2017-06-01 | 39.400873440579710 |
| 2017-07-01 | 39.519782436816200 |
| 2017-08-01 | 39.880531079989900 |
| 2017-09-01 | 39.935024691169794 |
| 2017-10-01 | 39.972800113253300 |
| 2017-11-01 | 39.598250328543210 |
| 2017-12-01 | 40.172151066175104 |
| 2018-01-01 | 40.319970404803210 |
| 2018-02-01 | 40.684561322680900 |
| 2018-03-01 | 40.931176888936100 |
| 2018-04-01 | 40.770868908925600 |
| 2018-05-01 | 40.957258997362710 |
| 2018-06-01 | 41.845554738665705 |
| 2018-07-01 | 42.293008261322704 |
| 2018-08-01 | 42.634103626203704 |
| 2018-09-01 | 42.350062134818295 |
| 2018-10-01 | 41.910237237487900 |
| 2018-11-01 | 42.029867700188800 |
| 2018-12-01 | 41.800821876614100 |
| 2019-01-01 | 41.699521455923794 |
| 2019-02-01 | 41.909820372216700 |
| 2019-03-01 | 41.671478284028794 |
| 2019-04-01 | 41.844905601206400 |
| 2019-05-01 | 42.022248131084105 |
| 2019-06-01 | 42.057761544088400 |
| 2019-07-01 | 42.008419851503895 |
| 2019-08-01 | 41.982795805739200 |
| 2019-09-01 | 41.688111668983700 |
| 2019-10-01 | 41.424546790657200 |
| 2019-11-01 | 41.738301383736000 |
| 2019-12-01 | 41.439883123720300 |
| 2020-01-01 | 41.377304199333295 |
| 2020-02-01 | 41.017586903939500 |
| 2020-03-01 | 40.283657031483800 |
| 2020-04-01 | 32.522021427947100 |
| 2020-05-01 | 32.706352694483700 |
| 2020-06-01 | 34.611250880776800 |
| 2020-07-01 | 35.246442464959500 |
| 2020-08-01 | 36.556689421011290 |
| 2020-09-01 | 36.622818997527396 |
| 2020-10-01 | 37.734192556945096 |
| 2020-11-01 | 38.526030909245800 |
| 2020-12-01 | 39.181212658110700 |
| 2021-01-01 | 39.455855053011206 |
| 2021-02-01 | 38.415446108481795 |
| 2021-03-01 | 40.249666144211105 |
| 2021-04-01 | 40.523247389219400 |
| 2021-05-01 | 40.357748791913096 |
| 2021-06-01 | 40.330527836405395 |
| 2021-07-01 | 40.777097305108796 |
| 2021-08-01 | 40.935607453273796 |
| 2021-09-01 | 40.872260855392106 |
| 2021-10-01 | 42.811516772941000 |
| 2021-11-01 | 42.985146964778300 |
| 2021-12-01 | 43.878765608292596 |
| 2022-01-01 | 43.445041304598600 |
| 2022-02-01 | 43.515633054792100 |
| 2022-03-01 | 43.578599524514890 |
| 2022-04-01 | 43.970992104283400 |
| 2022-05-01 | 44.186004157990800 |
| 2022-06-01 | 43.681632508836200 |
| 2022-07-01 | 43.779500608795004 |
| 2022-08-01 | 43.670734022476500 |
| 2022-09-01 | 44.437446255337110 |
| 2022-10-01 | 44.238642603235290 |
| 2022-11-01 | 44.423303546311210 |
| 2022-12-01 | 43.784669134927995 |
| 2023-01-01 | 44.963540251986890 |
| 2023-02-01 | 44.329680971198800 |
| 2023-03-01 | 44.011417501045900 |
| 2023-04-01 | 44.062234436475705 |
| 2023-05-01 | 43.722216296266100 |
| 2023-06-01 | 43.355196172909200 |
| 2023-07-01 | 41.627428212606600 |
| 2023-08-01 | 42.195985945320800 |
| 2023-09-01 | 42.795359932659600 |
| 2023-10-01 | 43.036718370299305 |
| 2023-11-01 | 41.461923149054606 |
| 2023-12-01 | 41.629398700398100 |
| 2024-01-01 | 41.179897577379200 |
| 2024-02-01 | 41.563879296338210 |
| 2024-03-01 | 41.697632616470610 |
| 2024-04-01 | 41.319367876506604 |
| 2024-05-01 | 40.774202458746790 |
| 2024-06-01 | 40.558428320603596 |
| 2024-07-01 | 40.647721821783500 |
| 2024-08-01 | 40.450210935676104 |
| 2024-09-01 | 39.532955802795100 |
| 2024-10-01 | 39.322281446577705 |
| 2024-11-01 | 39.912070671356900 |
