Table Data - All Employees: Professional and Business Services in Oklahoma City, OK (MSA)
| Title | All Employees: Professional and Business Services in Oklahoma City, OK (MSA) |
|---|---|
| Series ID | OKLA440PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-11-01 |
| Last Updated | 2024-12-21 6:12 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 | 38.096785656089200 |
| 1990-02-01 | 38.339496156386105 |
| 1990-03-01 | 38.810144778609900 |
| 1990-04-01 | 39.276855190024600 |
| 1990-05-01 | 39.720358086213004 |
| 1990-06-01 | 40.438702413811400 |
| 1990-07-01 | 40.032082035504200 |
| 1990-08-01 | 40.258116718044290 |
| 1990-09-01 | 40.458409760813900 |
| 1990-10-01 | 40.317797705288500 |
| 1990-11-01 | 41.141630499330894 |
| 1990-12-01 | 41.616721480814500 |
| 1991-01-01 | 42.113318369599400 |
| 1991-02-01 | 42.304617349662706 |
| 1991-03-01 | 42.727948508352300 |
| 1991-04-01 | 41.773220638615200 |
| 1991-05-01 | 41.807251230913700 |
| 1991-06-01 | 41.917586451944710 |
| 1991-07-01 | 41.714745119200295 |
| 1991-08-01 | 41.944025218632700 |
| 1991-09-01 | 41.403111632699800 |
| 1991-10-01 | 41.515376664484000 |
| 1991-11-01 | 41.821997926949210 |
| 1991-12-01 | 41.611189142686800 |
| 1992-01-01 | 42.182441157099000 |
| 1992-02-01 | 42.414514877028800 |
| 1992-03-01 | 42.809605624528800 |
| 1992-04-01 | 43.483332437132100 |
| 1992-05-01 | 43.304922702960994 |
| 1992-06-01 | 43.400978763323400 |
| 1992-07-01 | 44.410918854441500 |
| 1992-08-01 | 44.323039929540100 |
| 1992-09-01 | 44.612489018633795 |
| 1992-10-01 | 44.824611795343100 |
| 1992-11-01 | 44.679051748578200 |
| 1992-12-01 | 45.036453762861900 |
| 1993-01-01 | 44.502495163745095 |
| 1993-02-01 | 44.454594135495995 |
| 1993-03-01 | 44.474425524796800 |
| 1993-04-01 | 44.792624780849295 |
| 1993-05-01 | 45.098165894917200 |
| 1993-06-01 | 45.197695062342206 |
| 1993-07-01 | 45.061221238863400 |
| 1993-08-01 | 44.541376781960200 |
| 1993-09-01 | 45.040009451459106 |
| 1993-10-01 | 45.604990987862210 |
| 1993-11-01 | 44.936504769430000 |
| 1993-12-01 | 45.524150070912505 |
| 1994-01-01 | 44.576546576413100 |
| 1994-02-01 | 44.755309349708500 |
| 1994-03-01 | 45.139160029082404 |
| 1994-04-01 | 45.406356633794400 |
| 1994-05-01 | 45.866333371192290 |
| 1994-06-01 | 46.189282719750395 |
| 1994-07-01 | 46.830972103436900 |
| 1994-08-01 | 47.139547614997600 |
| 1994-09-01 | 47.774334046419200 |
| 1994-10-01 | 47.680794658724295 |
| 1994-11-01 | 48.125826196005500 |
| 1994-12-01 | 48.327058937207100 |
| 1995-01-01 | 49.019140872763394 |
| 1995-02-01 | 49.620817480118000 |
| 1995-03-01 | 49.822888340374796 |
| 1995-04-01 | 49.790165681290500 |
| 1995-05-01 | 49.799386459490200 |
| 1995-06-01 | 50.334891600021400 |
| 1995-07-01 | 50.379030433714895 |
| 1995-08-01 | 51.130513715573210 |
| 1995-09-01 | 51.494371423425800 |
| 1995-10-01 | 52.074111530355104 |
| 1995-11-01 | 53.181803201107400 |
| 1995-12-01 | 53.247453643210790 |
| 1996-01-01 | 54.055723671103400 |
| 1996-02-01 | 54.251178206391600 |
| 1996-03-01 | 54.719498185568504 |
| 1996-04-01 | 53.691057111979596 |
| 1996-05-01 | 54.622515705937500 |
| 1996-06-01 | 54.660173892147206 |
| 1996-07-01 | 54.403627066474400 |
| 1996-08-01 | 55.095752789907706 |
| 1996-09-01 | 54.842245302215204 |
| 1996-10-01 | 55.880275495522696 |
| 1996-11-01 | 55.430678655317900 |
| 1996-12-01 | 55.524512953088400 |
| 1997-01-01 | 55.295400407074204 |
| 1997-02-01 | 55.703540666243200 |
| 1997-03-01 | 55.835608442644500 |
| 1997-04-01 | 56.593538664409800 |
| 1997-05-01 | 57.072539603511710 |
| 1997-06-01 | 57.116372695058004 |
| 1997-07-01 | 57.566260573338205 |
| 1997-08-01 | 56.970469243198394 |
| 1997-09-01 | 58.044544034364800 |
| 1997-10-01 | 58.766862565080610 |
| 1997-11-01 | 58.810530004700400 |
| 1997-12-01 | 59.660015152361495 |
| 1998-01-01 | 60.500985775604110 |
| 1998-02-01 | 60.772303158505900 |
| 1998-03-01 | 60.418110332965405 |
| 1998-04-01 | 61.974802312842996 |
| 1998-05-01 | 62.422253709349700 |
| 1998-06-01 | 62.789275517374400 |
| 1998-07-01 | 64.453314808260100 |
| 1998-08-01 | 63.064417492918800 |
| 1998-09-01 | 63.891501960344000 |
| 1998-10-01 | 63.356962117526800 |
| 1998-11-01 | 63.576402598323000 |
| 1998-12-01 | 63.939987109116900 |
| 1999-01-01 | 64.948079934230210 |
| 1999-02-01 | 65.834326492942400 |
| 1999-03-01 | 66.147429111060490 |
| 1999-04-01 | 65.550813948241800 |
| 1999-05-01 | 66.384648052457890 |
| 1999-06-01 | 66.683473342049600 |
| 1999-07-01 | 67.253134634255290 |
| 1999-08-01 | 67.771814436243290 |
| 1999-09-01 | 67.798988193077490 |
| 1999-10-01 | 68.550769513948400 |
| 1999-11-01 | 69.403733442877000 |
| 1999-12-01 | 69.918510302301000 |
| 2000-01-01 | 69.643149362373800 |
| 2000-02-01 | 69.582409659368000 |
| 2000-03-01 | 69.986466772896990 |
| 2000-04-01 | 70.234319767128300 |
| 2000-05-01 | 70.634343420392000 |
| 2000-06-01 | 71.396918494494000 |
| 2000-07-01 | 72.664660625984500 |
| 2000-08-01 | 72.047373721646000 |
| 2000-09-01 | 72.749473876670900 |
| 2000-10-01 | 72.833295143235900 |
| 2000-11-01 | 72.602936006738600 |
| 2000-12-01 | 72.789964066071590 |
| 2001-01-01 | 72.972975572687700 |
| 2001-02-01 | 72.957187875983000 |
| 2001-03-01 | 73.341702498336800 |
| 2001-04-01 | 73.792653689395510 |
| 2001-05-01 | 73.382309169480410 |
| 2001-06-01 | 74.105891760051700 |
| 2001-07-01 | 72.940256540101600 |
| 2001-08-01 | 73.972680938294700 |
| 2001-09-01 | 74.406371793303400 |
| 2001-10-01 | 72.945900391141210 |
| 2001-11-01 | 72.953179936509800 |
| 2001-12-01 | 73.118367829277590 |
| 2002-01-01 | 72.625190119816410 |
| 2002-02-01 | 73.320115475584910 |
| 2002-03-01 | 73.498436592311900 |
| 2002-04-01 | 73.527073560171700 |
| 2002-05-01 | 73.557283623969200 |
| 2002-06-01 | 73.010700670018300 |
| 2002-07-01 | 71.738761622582600 |
| 2002-08-01 | 71.845971959949300 |
| 2002-09-01 | 71.801535496487500 |
| 2002-10-01 | 71.492642367057200 |
| 2002-11-01 | 71.096898484364000 |
| 2002-12-01 | 71.022876540006410 |
| 2003-01-01 | 70.003143652147200 |
| 2003-02-01 | 69.593907883724700 |
| 2003-03-01 | 68.930984166326100 |
| 2003-04-01 | 68.427185364093900 |
| 2003-05-01 | 68.996387010231900 |
| 2003-06-01 | 68.350822353898110 |
| 2003-07-01 | 68.662506635889300 |
| 2003-08-01 | 68.797393124857500 |
| 2003-09-01 | 69.087345555502500 |
| 2003-10-01 | 69.989567853772000 |
| 2003-11-01 | 69.597409071405700 |
| 2003-12-01 | 69.373784653586910 |
| 2004-01-01 | 69.676352361233000 |
| 2004-02-01 | 69.410369313731500 |
| 2004-03-01 | 69.827518780167000 |
| 2004-04-01 | 70.679941149377600 |
| 2004-05-01 | 70.436335266501290 |
| 2004-06-01 | 70.277750461214400 |
| 2004-07-01 | 71.470036440137000 |
| 2004-08-01 | 71.198973718725800 |
| 2004-09-01 | 71.229844370550800 |
| 2004-10-01 | 72.257564082619910 |
| 2004-11-01 | 72.193041302137700 |
| 2004-12-01 | 72.190449318835590 |
| 2005-01-01 | 71.556286119410300 |
| 2005-02-01 | 72.503003531561200 |
| 2005-03-01 | 72.643248242777200 |
| 2005-04-01 | 74.084294815414810 |
| 2005-05-01 | 73.935643876014200 |
| 2005-06-01 | 74.590205759610300 |
| 2005-07-01 | 74.805284353209000 |
| 2005-08-01 | 75.477947334209400 |
| 2005-09-01 | 75.352239188020090 |
| 2005-10-01 | 75.094218281945900 |
| 2005-11-01 | 75.513303447200700 |
| 2005-12-01 | 75.060509402296090 |
| 2006-01-01 | 75.962707429637400 |
| 2006-02-01 | 75.902235899377910 |
| 2006-03-01 | 76.310447101592090 |
| 2006-04-01 | 75.508555488125710 |
| 2006-05-01 | 76.125623918024900 |
| 2006-06-01 | 76.761494595910100 |
| 2006-07-01 | 76.702973976235500 |
| 2006-08-01 | 76.937295781277000 |
| 2006-09-01 | 77.503971201178400 |
| 2006-10-01 | 76.301831498075200 |
| 2006-11-01 | 76.248978924906710 |
| 2006-12-01 | 76.590447057760200 |
| 2007-01-01 | 76.950314413876410 |
| 2007-02-01 | 77.635065229846590 |
| 2007-03-01 | 77.917792186299800 |
| 2007-04-01 | 77.844090482015900 |
| 2007-05-01 | 78.440350195969200 |
| 2007-06-01 | 78.899059757360700 |
| 2007-07-01 | 77.834961690302700 |
| 2007-08-01 | 78.713965710423700 |
| 2007-09-01 | 79.172945415820210 |
| 2007-10-01 | 79.207405751240400 |
| 2007-11-01 | 79.980203221422400 |
| 2007-12-01 | 80.262358879117000 |
| 2008-01-01 | 79.809805054579910 |
| 2008-02-01 | 79.898032570583000 |
| 2008-03-01 | 79.388236650020200 |
| 2008-04-01 | 79.130211067022000 |
| 2008-05-01 | 79.114636142157410 |
| 2008-06-01 | 78.522191503614510 |
| 2008-07-01 | 77.476067903491000 |
| 2008-08-01 | 77.654798763159190 |
| 2008-09-01 | 77.890324467861700 |
| 2008-10-01 | 77.762791280226900 |
| 2008-11-01 | 77.442750031472200 |
| 2008-12-01 | 77.565501212415000 |
| 2009-01-01 | 76.175137179294300 |
| 2009-02-01 | 75.483636377754790 |
| 2009-03-01 | 74.808577743355900 |
| 2009-04-01 | 73.715555520182500 |
| 2009-05-01 | 72.711749041505300 |
| 2009-06-01 | 72.282013947145600 |
| 2009-07-01 | 72.294839668969700 |
| 2009-08-01 | 71.738298086554210 |
| 2009-09-01 | 72.485784205015590 |
| 2009-10-01 | 71.680229380995700 |
| 2009-11-01 | 71.224709359880400 |
| 2009-12-01 | 71.354575455578000 |
| 2010-01-01 | 72.007531264798400 |
| 2010-02-01 | 71.990094866933900 |
| 2010-03-01 | 72.391641043805590 |
| 2010-04-01 | 72.849920044518300 |
| 2010-05-01 | 73.075548536389500 |
| 2010-06-01 | 73.828479061151500 |
| 2010-07-01 | 74.478590300655800 |
| 2010-08-01 | 75.184628298240000 |
| 2010-09-01 | 75.523481455488700 |
| 2010-10-01 | 76.105180210952900 |
| 2010-11-01 | 76.337253941660010 |
| 2010-12-01 | 76.446862765582510 |
| 2011-01-01 | 76.089374604947100 |
| 2011-02-01 | 75.426208858856500 |
| 2011-03-01 | 75.993064681311210 |
| 2011-04-01 | 77.404336488714400 |
| 2011-05-01 | 77.702159625289500 |
| 2011-06-01 | 76.804072612580400 |
| 2011-07-01 | 77.037004216435590 |
| 2011-08-01 | 77.302826867953000 |
| 2011-09-01 | 77.174712022101200 |
| 2011-10-01 | 76.902426695101910 |
| 2011-11-01 | 76.767813060841090 |
| 2011-12-01 | 77.592579374606090 |
| 2012-01-01 | 77.644128885371700 |
| 2012-02-01 | 78.186325960762700 |
| 2012-03-01 | 78.132880208089500 |
| 2012-04-01 | 77.883322320127010 |
| 2012-05-01 | 77.656266146222300 |
| 2012-06-01 | 78.415801958620100 |
| 2012-07-01 | 77.257533174440100 |
| 2012-08-01 | 77.451794891886900 |
| 2012-09-01 | 76.985410164785590 |
| 2012-10-01 | 77.686716297536000 |
| 2012-11-01 | 77.522253405774400 |
| 2012-12-01 | 77.306367079806100 |
| 2013-01-01 | 77.563294463046700 |
| 2013-02-01 | 77.709081365071000 |
| 2013-03-01 | 78.606394679881800 |
| 2013-04-01 | 78.288042315469500 |
| 2013-05-01 | 78.518181504434000 |
| 2013-06-01 | 78.828693074937290 |
| 2013-07-01 | 78.246785321887900 |
| 2013-08-01 | 78.223558458682590 |
| 2013-09-01 | 78.338000544443290 |
| 2013-10-01 | 78.456834496139410 |
| 2013-11-01 | 79.173331936520000 |
| 2013-12-01 | 78.291801039675290 |
| 2014-01-01 | 78.515726993823900 |
| 2014-02-01 | 78.363823137397300 |
| 2014-03-01 | 78.690928585310200 |
| 2014-04-01 | 78.714452591010580 |
| 2014-05-01 | 79.034764022044200 |
| 2014-06-01 | 78.809276902724590 |
| 2014-07-01 | 79.395984763381400 |
| 2014-08-01 | 79.519766359821700 |
| 2014-09-01 | 79.483576189080000 |
| 2014-10-01 | 79.735936529003200 |
| 2014-11-01 | 80.183514798229510 |
| 2014-12-01 | 80.054833505296100 |
| 2015-01-01 | 80.395154673575900 |
| 2015-02-01 | 80.132171559673210 |
| 2015-03-01 | 79.683058365010700 |
| 2015-04-01 | 79.841597729817300 |
| 2015-05-01 | 79.998181968609090 |
| 2015-06-01 | 80.092107779062300 |
| 2015-07-01 | 80.316867905730090 |
| 2015-08-01 | 80.240819225673400 |
| 2015-09-01 | 80.081007201220290 |
| 2015-10-01 | 79.976409455138600 |
| 2015-11-01 | 80.112970041574800 |
| 2015-12-01 | 80.819624800728090 |
| 2016-01-01 | 80.814596972592800 |
| 2016-02-01 | 80.791909766839600 |
| 2016-03-01 | 80.195279895599000 |
| 2016-04-01 | 80.452364409391410 |
| 2016-05-01 | 80.254689990505710 |
| 2016-06-01 | 79.867601686366400 |
| 2016-07-01 | 79.844564058614600 |
| 2016-08-01 | 80.076858767686200 |
| 2016-09-01 | 80.632941121714800 |
| 2016-10-01 | 80.237705439973800 |
| 2016-11-01 | 79.851429090539100 |
| 2016-12-01 | 79.880418910820800 |
| 2017-01-01 | 79.762504111250300 |
| 2017-02-01 | 79.996967269498400 |
| 2017-03-01 | 80.781004577085200 |
| 2017-04-01 | 81.167240370445400 |
| 2017-05-01 | 81.303159177168210 |
| 2017-06-01 | 82.373584602591590 |
| 2017-07-01 | 83.306575826427700 |
| 2017-08-01 | 83.216402621606100 |
| 2017-09-01 | 83.792807888847290 |
| 2017-10-01 | 83.281146698984910 |
| 2017-11-01 | 83.692354259937420 |
| 2017-12-01 | 83.647209322714400 |
| 2018-01-01 | 84.727140072625500 |
| 2018-02-01 | 85.182624713584400 |
| 2018-03-01 | 85.672069396630090 |
| 2018-04-01 | 85.791623654537900 |
| 2018-05-01 | 86.036420158601800 |
| 2018-06-01 | 86.815111581260200 |
| 2018-07-01 | 86.700867052098600 |
| 2018-08-01 | 86.379080741849590 |
| 2018-09-01 | 86.775920122664420 |
| 2018-10-01 | 87.390540710269700 |
| 2018-11-01 | 87.469569486856100 |
| 2018-12-01 | 87.816901889390690 |
| 2019-01-01 | 88.179331456364100 |
| 2019-02-01 | 88.333118209626690 |
| 2019-03-01 | 88.532194972070100 |
| 2019-04-01 | 89.128298655215700 |
| 2019-05-01 | 89.288262403965390 |
| 2019-06-01 | 89.249342923677500 |
| 2019-07-01 | 89.218839559488420 |
| 2019-08-01 | 89.263278912956900 |
| 2019-09-01 | 89.070652530137300 |
| 2019-10-01 | 88.603500341243490 |
| 2019-11-01 | 89.141553755505910 |
| 2019-12-01 | 89.159960334904000 |
| 2020-01-01 | 88.941128874695000 |
| 2020-02-01 | 89.051313186231210 |
| 2020-03-01 | 87.894579408573300 |
| 2020-04-01 | 79.613523587636100 |
| 2020-05-01 | 79.722905314121900 |
| 2020-06-01 | 81.383328234407400 |
| 2020-07-01 | 80.487959855141200 |
| 2020-08-01 | 80.955268722261410 |
| 2020-09-01 | 80.727157018480500 |
| 2020-10-01 | 82.107765922698200 |
| 2020-11-01 | 82.272910601223800 |
| 2020-12-01 | 82.953859800044800 |
| 2021-01-01 | 82.372636393620800 |
| 2021-02-01 | 81.973724542545910 |
| 2021-03-01 | 83.185043943246200 |
| 2021-04-01 | 83.577524731833400 |
| 2021-05-01 | 84.212240117321000 |
| 2021-06-01 | 84.452204343405410 |
| 2021-07-01 | 85.220497229373900 |
| 2021-08-01 | 85.433850162526910 |
| 2021-09-01 | 85.662108839507410 |
| 2021-10-01 | 87.070468519700410 |
| 2021-11-01 | 87.441192963939700 |
| 2021-12-01 | 88.045683542694700 |
| 2022-01-01 | 87.809426068978900 |
| 2022-02-01 | 88.278698180298900 |
| 2022-03-01 | 88.743653873120410 |
| 2022-04-01 | 89.179553814821300 |
| 2022-05-01 | 90.013576036485190 |
| 2022-06-01 | 89.768317568782900 |
| 2022-07-01 | 90.526892076691600 |
| 2022-08-01 | 91.060842540909700 |
| 2022-09-01 | 92.101121988367200 |
| 2022-10-01 | 92.098795342775090 |
| 2022-11-01 | 92.885270424396920 |
| 2022-12-01 | 93.137122811759410 |
| 2023-01-01 | 94.592990872890080 |
| 2023-02-01 | 94.488331870541800 |
| 2023-03-01 | 94.153738321991710 |
| 2023-04-01 | 94.458201350673400 |
| 2023-05-01 | 94.228642493552580 |
| 2023-06-01 | 94.233254530767100 |
| 2023-07-01 | 93.196753839414410 |
| 2023-08-01 | 93.295531891912000 |
| 2023-09-01 | 93.723596425898100 |
| 2023-10-01 | 93.727844522586300 |
| 2023-11-01 | 92.213509431191410 |
| 2023-12-01 | 90.958251250732500 |
| 2024-01-01 | 90.550061385599210 |
| 2024-02-01 | 91.769732703259790 |
| 2024-03-01 | 92.203262733472100 |
| 2024-04-01 | 92.648194528445910 |
| 2024-05-01 | 91.775066004897600 |
| 2024-06-01 | 91.382945063983100 |
| 2024-07-01 | 91.891711235370100 |
| 2024-08-01 | 91.561301568588690 |
| 2024-09-01 | 90.631148025464210 |
| 2024-10-01 | 90.549742687967900 |
| 2024-11-01 | 90.529511627786900 |
