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 2024-10-01 |
| Last Updated | 2024-11-20 4:59 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 | 41.616721480814600 |
| 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 | 41.403111632699900 |
| 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 | 45.098165894917294 |
| 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 | 45.524150070912600 |
| 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 | 54.403627066474290 |
| 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 | 55.295400407074300 |
| 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 | 58.766862565080700 |
| 1997-11-01 | 58.810530004700400 |
| 1997-12-01 | 59.660015152361400 |
| 1998-01-01 | 60.500985775604110 |
| 1998-02-01 | 60.772303158505900 |
| 1998-03-01 | 60.418110332965500 |
| 1998-04-01 | 61.974802312842996 |
| 1998-05-01 | 62.422253709349700 |
| 1998-06-01 | 62.789275517374290 |
| 1998-07-01 | 64.453314808259900 |
| 1998-08-01 | 63.064417492918800 |
| 1998-09-01 | 63.891501960344200 |
| 1998-10-01 | 63.356962117527104 |
| 1998-11-01 | 63.576402598323200 |
| 1998-12-01 | 63.939987109116900 |
| 1999-01-01 | 64.948079934229800 |
| 1999-02-01 | 65.834326492942200 |
| 1999-03-01 | 66.147429111060200 |
| 1999-04-01 | 65.550813948241700 |
| 1999-05-01 | 66.384648052457890 |
| 1999-06-01 | 66.683473342049600 |
| 1999-07-01 | 67.253134634254890 |
| 1999-08-01 | 67.771814436243700 |
| 1999-09-01 | 67.798988193078200 |
| 1999-10-01 | 68.550769513949200 |
| 1999-11-01 | 69.403733442877400 |
| 1999-12-01 | 69.918510302300800 |
| 2000-01-01 | 69.643149362372700 |
| 2000-02-01 | 69.582409659367400 |
| 2000-03-01 | 69.986466772896390 |
| 2000-04-01 | 70.234319767127500 |
| 2000-05-01 | 70.634343420394400 |
| 2000-06-01 | 71.396918494493500 |
| 2000-07-01 | 72.664660625983090 |
| 2000-08-01 | 72.047373721644790 |
| 2000-09-01 | 72.749473876669210 |
| 2000-10-01 | 72.833295143243200 |
| 2000-11-01 | 72.602936006738090 |
| 2000-12-01 | 72.789964066071800 |
| 2001-01-01 | 72.972975572686500 |
| 2001-02-01 | 72.957187875981800 |
| 2001-03-01 | 73.341702498335510 |
| 2001-04-01 | 73.792653689394000 |
| 2001-05-01 | 73.382309169485710 |
| 2001-06-01 | 74.105891760048800 |
| 2001-07-01 | 72.940256540108490 |
| 2001-08-01 | 73.972680938283800 |
| 2001-09-01 | 74.406371793291700 |
| 2001-10-01 | 72.945900391151510 |
| 2001-11-01 | 72.953179936510500 |
| 2001-12-01 | 73.118367829283000 |
| 2002-01-01 | 72.625190119820000 |
| 2002-02-01 | 73.320115475583400 |
| 2002-03-01 | 73.498436592316100 |
| 2002-04-01 | 73.527073560170300 |
| 2002-05-01 | 73.557283623979090 |
| 2002-06-01 | 73.010700670013200 |
| 2002-07-01 | 71.738761622592790 |
| 2002-08-01 | 71.845971959922410 |
| 2002-09-01 | 71.801535496456800 |
| 2002-10-01 | 71.492642367058500 |
| 2002-11-01 | 71.096898484352600 |
| 2002-12-01 | 71.022876540072590 |
| 2003-01-01 | 70.003143652143700 |
| 2003-02-01 | 69.593907883716000 |
| 2003-03-01 | 68.930984166337800 |
| 2003-04-01 | 68.427185364064200 |
| 2003-05-01 | 68.996387010245600 |
| 2003-06-01 | 68.350822353904290 |
| 2003-07-01 | 68.662506635944000 |
| 2003-08-01 | 68.797393124892710 |
| 2003-09-01 | 69.087345555406700 |
| 2003-10-01 | 69.989567853804700 |
| 2003-11-01 | 69.597409071358900 |
| 2003-12-01 | 69.373784653620900 |
| 2004-01-01 | 69.676352361068200 |
| 2004-02-01 | 69.410369313596290 |
| 2004-03-01 | 69.827518780185700 |
| 2004-04-01 | 70.679941149453300 |
| 2004-05-01 | 70.436335266728490 |
| 2004-06-01 | 70.277750461418300 |
| 2004-07-01 | 71.470036440245300 |
| 2004-08-01 | 71.198973718842500 |
| 2004-09-01 | 71.229844370358400 |
| 2004-10-01 | 72.257564082624800 |
| 2004-11-01 | 72.193041301885300 |
| 2004-12-01 | 72.190449318579800 |
| 2005-01-01 | 71.556286118732500 |
| 2005-02-01 | 72.503003531120400 |
| 2005-03-01 | 72.643248243083100 |
| 2005-04-01 | 74.084294816357600 |
| 2005-05-01 | 73.935643877597700 |
| 2005-06-01 | 74.590205760939000 |
| 2005-07-01 | 74.805284353011090 |
| 2005-08-01 | 75.477947332207300 |
| 2005-09-01 | 75.352239184809400 |
| 2005-10-01 | 75.094218279966200 |
| 2005-11-01 | 75.513303444825800 |
| 2005-12-01 | 75.060509404612290 |
| 2006-01-01 | 75.962707436822500 |
| 2006-02-01 | 75.902235905880300 |
| 2006-03-01 | 76.310447102856400 |
| 2006-04-01 | 75.508555483151100 |
| 2006-05-01 | 76.125623919131700 |
| 2006-06-01 | 76.761494590430590 |
| 2006-07-01 | 76.702973972462500 |
| 2006-08-01 | 76.937295777123800 |
| 2006-09-01 | 77.503971195042710 |
| 2006-10-01 | 76.301831495559800 |
| 2006-11-01 | 76.248978919341100 |
| 2006-12-01 | 76.590447067628090 |
| 2007-01-01 | 76.950314438139910 |
| 2007-02-01 | 77.635065248068500 |
| 2007-03-01 | 77.917792186069010 |
| 2007-04-01 | 77.844090465501800 |
| 2007-05-01 | 78.440350197578500 |
| 2007-06-01 | 78.899059754698500 |
| 2007-07-01 | 77.834961694794500 |
| 2007-08-01 | 78.713965707256010 |
| 2007-09-01 | 79.172945376813590 |
| 2007-10-01 | 79.207405720450000 |
| 2007-11-01 | 79.980203210386290 |
| 2007-12-01 | 80.262358869620580 |
| 2008-01-01 | 79.809805055932290 |
| 2008-02-01 | 79.898032581083100 |
| 2008-03-01 | 79.388237075770800 |
| 2008-04-01 | 79.130210563625000 |
| 2008-05-01 | 79.114636288885590 |
| 2008-06-01 | 78.522191593671100 |
| 2008-07-01 | 77.476067978011500 |
| 2008-08-01 | 77.654798773318800 |
| 2008-09-01 | 77.890324368921500 |
| 2008-10-01 | 77.762791122331410 |
| 2008-11-01 | 77.442749978808100 |
| 2008-12-01 | 77.565501055945400 |
| 2009-01-01 | 76.175137098937410 |
| 2009-02-01 | 75.483636380261000 |
| 2009-03-01 | 74.808578588693590 |
| 2009-04-01 | 73.715554652502010 |
| 2009-05-01 | 72.711749344760900 |
| 2009-06-01 | 72.282014426520920 |
| 2009-07-01 | 72.294839927997700 |
| 2009-08-01 | 71.738298272150300 |
| 2009-09-01 | 72.485783636404700 |
| 2009-10-01 | 71.680229029397900 |
| 2009-11-01 | 71.224709134126300 |
| 2009-12-01 | 71.354575002195700 |
| 2010-01-01 | 72.007530914850500 |
| 2010-02-01 | 71.990094646456300 |
| 2010-03-01 | 72.391643275061500 |
| 2010-04-01 | 72.849918691422400 |
| 2010-05-01 | 73.075549138354200 |
| 2010-06-01 | 73.828480176961900 |
| 2010-07-01 | 74.478590717371800 |
| 2010-08-01 | 75.184628315943600 |
| 2010-09-01 | 75.523480203204600 |
| 2010-10-01 | 76.105180013761200 |
| 2010-11-01 | 76.337251557731700 |
| 2010-12-01 | 76.446862642786090 |
| 2011-01-01 | 76.089374300832400 |
| 2011-02-01 | 75.426208646046200 |
| 2011-03-01 | 75.993068444450290 |
| 2011-04-01 | 77.404335502618600 |
| 2011-05-01 | 77.702161071220200 |
| 2011-06-01 | 76.804077529820090 |
| 2011-07-01 | 77.037004152861700 |
| 2011-08-01 | 77.302825125400000 |
| 2011-09-01 | 77.174708028792100 |
| 2011-10-01 | 76.902424803142800 |
| 2011-11-01 | 76.767806397990210 |
| 2011-12-01 | 77.592576952057910 |
| 2012-01-01 | 77.644125575459300 |
| 2012-02-01 | 78.186324514813990 |
| 2012-03-01 | 78.132889324626700 |
| 2012-04-01 | 77.883331230216410 |
| 2012-05-01 | 77.656284408141800 |
| 2012-06-01 | 78.415823762095100 |
| 2012-07-01 | 77.257532386762900 |
| 2012-08-01 | 77.451776590579300 |
| 2012-09-01 | 76.985380752274790 |
| 2012-10-01 | 77.686691053600500 |
| 2012-11-01 | 77.522230409256900 |
| 2012-12-01 | 77.306382739987710 |
| 2013-01-01 | 77.563289886555500 |
| 2013-02-01 | 77.709081220809200 |
| 2013-03-01 | 78.606423594077600 |
| 2013-04-01 | 78.288078571402790 |
| 2013-05-01 | 78.518237921922200 |
| 2013-06-01 | 78.828750600361400 |
| 2013-07-01 | 78.246788588115500 |
| 2013-08-01 | 78.223509286569990 |
| 2013-09-01 | 78.337860557616210 |
| 2013-10-01 | 78.456767659434200 |
| 2013-11-01 | 79.173291760219200 |
| 2013-12-01 | 78.291847672798800 |
| 2014-01-01 | 78.515739217041800 |
| 2014-02-01 | 78.363831757499200 |
| 2014-03-01 | 78.690988455885290 |
| 2014-04-01 | 78.714537764990800 |
| 2014-05-01 | 79.034897243756700 |
| 2014-06-01 | 78.809376516835400 |
| 2014-07-01 | 79.396038013824600 |
| 2014-08-01 | 79.519820916653300 |
| 2014-09-01 | 79.482911552065290 |
| 2014-10-01 | 79.735837920973990 |
| 2014-11-01 | 80.183525355665510 |
| 2014-12-01 | 80.054962170740800 |
| 2015-01-01 | 80.395183290233000 |
| 2015-02-01 | 80.132222431305200 |
| 2015-03-01 | 79.683187609541590 |
| 2015-04-01 | 79.841763645420000 |
| 2015-05-01 | 79.998437769369590 |
| 2015-06-01 | 80.092227822177700 |
| 2015-07-01 | 80.316978525972600 |
| 2015-08-01 | 80.240941193400700 |
| 2015-09-01 | 80.079744668507090 |
| 2015-10-01 | 79.976213101819200 |
| 2015-11-01 | 80.113000114593800 |
| 2015-12-01 | 80.819825965524900 |
| 2016-01-01 | 80.814695531264900 |
| 2016-02-01 | 80.792077807337210 |
| 2016-03-01 | 80.195545341150100 |
| 2016-04-01 | 80.452655969860300 |
| 2016-05-01 | 80.255092955106790 |
| 2016-06-01 | 79.867734389655910 |
| 2016-07-01 | 79.844694953836200 |
| 2016-08-01 | 80.076984249501700 |
| 2016-09-01 | 80.631045598854300 |
| 2016-10-01 | 80.237308299120900 |
| 2016-11-01 | 79.851431230062500 |
| 2016-12-01 | 79.880705569498600 |
| 2017-01-01 | 79.762694357752100 |
| 2017-02-01 | 79.997211038714200 |
| 2017-03-01 | 80.781784366732410 |
| 2017-04-01 | 81.167654214204600 |
| 2017-05-01 | 81.303642863984590 |
| 2017-06-01 | 82.373546849788800 |
| 2017-07-01 | 83.306900703733700 |
| 2017-08-01 | 83.216710872241100 |
| 2017-09-01 | 83.789503492229700 |
| 2017-10-01 | 83.280888484578510 |
| 2017-11-01 | 83.692453354561500 |
| 2017-12-01 | 83.647304329337090 |
| 2018-01-01 | 84.727227603205210 |
| 2018-02-01 | 85.183826453253800 |
| 2018-03-01 | 85.673160443678910 |
| 2018-04-01 | 85.791975837169900 |
| 2018-05-01 | 86.036917838605590 |
| 2018-06-01 | 86.814908238767910 |
| 2018-07-01 | 86.701383979957410 |
| 2018-08-01 | 86.379692059547600 |
| 2018-09-01 | 86.771366627924590 |
| 2018-10-01 | 87.390525132681000 |
| 2018-11-01 | 87.469719994948900 |
| 2018-12-01 | 87.816622677327290 |
| 2019-01-01 | 88.179147290852510 |
| 2019-02-01 | 88.335312205232300 |
| 2019-03-01 | 88.533654080799790 |
| 2019-04-01 | 89.128616400937600 |
| 2019-05-01 | 89.288676426437000 |
| 2019-06-01 | 89.248725563627420 |
| 2019-07-01 | 89.219281221471500 |
| 2019-08-01 | 89.264035338316500 |
| 2019-09-01 | 89.065469658058490 |
| 2019-10-01 | 88.604089222872400 |
| 2019-11-01 | 89.142118778126090 |
| 2019-12-01 | 89.159676281983410 |
| 2020-01-01 | 88.940010061250200 |
| 2020-02-01 | 89.055075841795600 |
| 2020-03-01 | 87.896256838439300 |
| 2020-04-01 | 79.613434963740500 |
| 2020-05-01 | 79.722251298688700 |
| 2020-06-01 | 81.381349080887500 |
| 2020-07-01 | 80.488522179600300 |
| 2020-08-01 | 80.955130912496400 |
| 2020-09-01 | 80.723102796716800 |
| 2020-10-01 | 82.110468003915910 |
| 2020-11-01 | 82.274782869401600 |
| 2020-12-01 | 82.953381279612800 |
| 2021-01-01 | 82.371017080956100 |
| 2021-02-01 | 81.978680610743800 |
| 2021-03-01 | 83.186525218698900 |
| 2021-04-01 | 83.578237748311010 |
| 2021-05-01 | 84.207687002450000 |
| 2021-06-01 | 84.446873265188090 |
| 2021-07-01 | 85.220493308728500 |
| 2021-08-01 | 85.432005974672210 |
| 2021-09-01 | 85.656128147431200 |
| 2021-10-01 | 87.084058533331910 |
| 2021-11-01 | 87.443705111724910 |
| 2021-12-01 | 88.045334539209590 |
| 2022-01-01 | 87.807734555935100 |
| 2022-02-01 | 88.286411094329580 |
| 2022-03-01 | 88.744219230209800 |
| 2022-04-01 | 89.180200662461700 |
| 2022-05-01 | 90.004035673142700 |
| 2022-06-01 | 89.759290558891410 |
| 2022-07-01 | 90.527916991665900 |
| 2022-08-01 | 91.059398458561590 |
| 2022-09-01 | 92.094260328559000 |
| 2022-10-01 | 92.120794991349410 |
| 2022-11-01 | 92.877379693086700 |
| 2022-12-01 | 93.138574391425500 |
| 2023-01-01 | 94.593880886593710 |
| 2023-02-01 | 94.500010340778100 |
| 2023-03-01 | 94.154873536627500 |
| 2023-04-01 | 94.460766462432590 |
| 2023-05-01 | 94.214554469841100 |
| 2023-06-01 | 94.221242190969500 |
| 2023-07-01 | 93.199188523722100 |
| 2023-08-01 | 93.296022829533600 |
| 2023-09-01 | 93.716212881881400 |
| 2023-10-01 | 93.758423668934600 |
| 2023-11-01 | 92.185163974430800 |
| 2023-12-01 | 90.963105571549000 |
| 2024-01-01 | 90.554475596265790 |
| 2024-02-01 | 91.784914985097200 |
| 2024-03-01 | 92.206224260860300 |
| 2024-04-01 | 92.652211869652400 |
| 2024-05-01 | 91.760260566220210 |
| 2024-06-01 | 91.371246905415300 |
| 2024-07-01 | 91.898039295976900 |
| 2024-08-01 | 91.566059718173290 |
| 2024-09-01 | 90.626657932601090 |
| 2024-10-01 | 90.384236869951700 |
