Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Tulsa, OK (MSA)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461406054000001SA |
| 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 5:23 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 | 14.531511150542700 |
| 1990-02-01 | 14.522724357673700 |
| 1990-03-01 | 14.403560767377698 |
| 1990-04-01 | 14.866115129823699 |
| 1990-05-01 | 14.999046973917402 |
| 1990-06-01 | 15.068836820861401 |
| 1990-07-01 | 15.224112415081999 |
| 1990-08-01 | 15.125589211797900 |
| 1990-09-01 | 15.249277195217000 |
| 1990-10-01 | 14.815164835539901 |
| 1990-11-01 | 14.709420134741200 |
| 1990-12-01 | 14.783508582644300 |
| 1991-01-01 | 14.936543500651900 |
| 1991-02-01 | 14.927325775866600 |
| 1991-03-01 | 14.995956532406002 |
| 1991-04-01 | 15.156715135726301 |
| 1991-05-01 | 15.308655457120200 |
| 1991-06-01 | 15.275887753631899 |
| 1991-07-01 | 15.123150554934199 |
| 1991-08-01 | 15.221974494305401 |
| 1991-09-01 | 15.146392553503500 |
| 1991-10-01 | 15.418330767866500 |
| 1991-11-01 | 15.408510124443300 |
| 1991-12-01 | 15.371869970671700 |
| 1992-01-01 | 15.449371285348500 |
| 1992-02-01 | 15.527060374203200 |
| 1992-03-01 | 15.391671770529600 |
| 1992-04-01 | 15.149398627895101 |
| 1992-05-01 | 15.106033147202899 |
| 1992-06-01 | 15.184076620100100 |
| 1992-07-01 | 15.229696831558900 |
| 1992-08-01 | 15.320175270798800 |
| 1992-09-01 | 15.446846048085000 |
| 1992-10-01 | 15.523707737429302 |
| 1992-11-01 | 15.397626308663302 |
| 1992-12-01 | 15.041796697588198 |
| 1993-01-01 | 15.170905845745200 |
| 1993-02-01 | 15.225140244522200 |
| 1993-03-01 | 15.398168885852801 |
| 1993-04-01 | 15.256328440375599 |
| 1993-05-01 | 15.103345541454900 |
| 1993-06-01 | 15.083310502149300 |
| 1993-07-01 | 15.030070017833500 |
| 1993-08-01 | 14.816462383460200 |
| 1993-09-01 | 14.837099219286301 |
| 1993-10-01 | 14.743680048350900 |
| 1993-11-01 | 14.783631618751500 |
| 1993-12-01 | 14.911901157236302 |
| 1994-01-01 | 14.916048778087301 |
| 1994-02-01 | 14.741752528638301 |
| 1994-03-01 | 14.822274176261000 |
| 1994-04-01 | 14.761626023750400 |
| 1994-05-01 | 14.562392611787400 |
| 1994-06-01 | 14.554845404885700 |
| 1994-07-01 | 14.615113581091800 |
| 1994-08-01 | 14.723084153866598 |
| 1994-09-01 | 14.641189159482401 |
| 1994-10-01 | 14.565973208848200 |
| 1994-11-01 | 14.576058903875401 |
| 1994-12-01 | 14.577901243793200 |
| 1995-01-01 | 14.661669556242302 |
| 1995-02-01 | 14.679869850701198 |
| 1995-03-01 | 14.650070395705700 |
| 1995-04-01 | 14.661803846216200 |
| 1995-05-01 | 14.707280001849599 |
| 1995-06-01 | 14.608597621993100 |
| 1995-07-01 | 14.695131437501900 |
| 1995-08-01 | 14.723325003499902 |
| 1995-09-01 | 14.643764231259198 |
| 1995-10-01 | 14.700729928252500 |
| 1995-11-01 | 14.675682982086899 |
| 1995-12-01 | 14.666217108581900 |
| 1996-01-01 | 14.607439075088802 |
| 1996-02-01 | 14.728369565178600 |
| 1996-03-01 | 14.582641510615199 |
| 1996-04-01 | 14.546039182086700 |
| 1996-05-01 | 14.623091395353999 |
| 1996-06-01 | 14.743826415616400 |
| 1996-07-01 | 14.675010393870199 |
| 1996-08-01 | 14.741145170693700 |
| 1996-09-01 | 14.875268259557400 |
| 1996-10-01 | 14.828942724394500 |
| 1996-11-01 | 14.879023611632200 |
| 1996-12-01 | 14.867945149893900 |
| 1997-01-01 | 14.737686500576999 |
| 1997-02-01 | 14.753813955681698 |
| 1997-03-01 | 14.602129282803100 |
| 1997-04-01 | 14.830873954088302 |
| 1997-05-01 | 15.355163358018501 |
| 1997-06-01 | 15.382821293864600 |
| 1997-07-01 | 15.263914506648400 |
| 1997-08-01 | 15.263785428901599 |
| 1997-09-01 | 15.412272424344900 |
| 1997-10-01 | 15.649897296279300 |
| 1997-11-01 | 15.768619949067700 |
| 1997-12-01 | 16.074660880040000 |
| 1998-01-01 | 16.176812260121100 |
| 1998-02-01 | 16.278902303233700 |
| 1998-03-01 | 16.506941106148800 |
| 1998-04-01 | 16.804661373126700 |
| 1998-05-01 | 16.801733701871600 |
| 1998-06-01 | 16.730397097734098 |
| 1998-07-01 | 16.551369517885600 |
| 1998-08-01 | 16.601368640205198 |
| 1998-09-01 | 16.671084533349700 |
| 1998-10-01 | 16.268731025224800 |
| 1998-11-01 | 16.060789711044700 |
| 1998-12-01 | 16.273567368593400 |
| 1999-01-01 | 16.358632250594198 |
| 1999-02-01 | 16.361985269491300 |
| 1999-03-01 | 16.494189537210100 |
| 1999-04-01 | 16.890356147950403 |
| 1999-05-01 | 16.885601998597300 |
| 1999-06-01 | 17.022651132755000 |
| 1999-07-01 | 17.070624157777000 |
| 1999-08-01 | 17.019955032192900 |
| 1999-09-01 | 17.120126239454000 |
| 1999-10-01 | 17.305433039572800 |
| 1999-11-01 | 17.254392864391598 |
| 1999-12-01 | 17.262602297298000 |
| 2000-01-01 | 17.423625693301197 |
| 2000-02-01 | 17.519618935418197 |
| 2000-03-01 | 17.566694155267400 |
| 2000-04-01 | 17.569444557970400 |
| 2000-05-01 | 17.696838613273698 |
| 2000-06-01 | 17.845509785356200 |
| 2000-07-01 | 18.209812023831000 |
| 2000-08-01 | 18.339324937031200 |
| 2000-09-01 | 18.371027672959300 |
| 2000-10-01 | 19.042129915529000 |
| 2000-11-01 | 19.068241619949500 |
| 2000-12-01 | 19.039137969332300 |
| 2001-01-01 | 18.957868112309600 |
| 2001-02-01 | 19.025910350951500 |
| 2001-03-01 | 19.028251205097000 |
| 2001-04-01 | 18.847627046020502 |
| 2001-05-01 | 18.932596933299500 |
| 2001-06-01 | 19.000917149394200 |
| 2001-07-01 | 18.966686971963900 |
| 2001-08-01 | 18.955816227321900 |
| 2001-09-01 | 19.008943537048600 |
| 2001-10-01 | 19.088726650843900 |
| 2001-11-01 | 19.095383388004397 |
| 2001-12-01 | 19.004292462149802 |
| 2002-01-01 | 18.963309822237502 |
| 2002-02-01 | 18.901962435028900 |
| 2002-03-01 | 18.985767338703000 |
| 2002-04-01 | 19.036887586895300 |
| 2002-05-01 | 19.176678210814604 |
| 2002-06-01 | 19.176957132062700 |
| 2002-07-01 | 19.019558540640500 |
| 2002-08-01 | 19.190392482142000 |
| 2002-09-01 | 19.037337044163900 |
| 2002-10-01 | 18.730891118348300 |
| 2002-11-01 | 18.734778436605300 |
| 2002-12-01 | 18.779847845071600 |
| 2003-01-01 | 18.662489027980897 |
| 2003-02-01 | 18.581907238504602 |
| 2003-03-01 | 18.548730242312300 |
| 2003-04-01 | 18.515641724876800 |
| 2003-05-01 | 18.211191778403002 |
| 2003-06-01 | 18.140752446270900 |
| 2003-07-01 | 18.060105582146600 |
| 2003-08-01 | 18.121313939576602 |
| 2003-09-01 | 18.154458296982998 |
| 2003-10-01 | 18.083911872941100 |
| 2003-11-01 | 17.973715767260100 |
| 2003-12-01 | 18.069612137709697 |
| 2004-01-01 | 18.269387867533800 |
| 2004-02-01 | 18.174755398012000 |
| 2004-03-01 | 18.110647635939000 |
| 2004-04-01 | 18.387175531683500 |
| 2004-05-01 | 17.936603099088900 |
| 2004-06-01 | 18.190851179101102 |
| 2004-07-01 | 18.598988039112900 |
| 2004-08-01 | 18.674161638594000 |
| 2004-09-01 | 18.802250310277300 |
| 2004-10-01 | 19.030996819162000 |
| 2004-11-01 | 19.110109913499000 |
| 2004-12-01 | 19.257958941776900 |
| 2005-01-01 | 19.275138237698897 |
| 2005-02-01 | 19.361946292144900 |
| 2005-03-01 | 19.266929374937100 |
| 2005-04-01 | 19.149909206607603 |
| 2005-05-01 | 19.357698768950200 |
| 2005-06-01 | 19.235407997282000 |
| 2005-07-01 | 19.327923450632397 |
| 2005-08-01 | 19.328287341884200 |
| 2005-09-01 | 19.464825055988400 |
| 2005-10-01 | 19.457816458891898 |
| 2005-11-01 | 19.619789442290102 |
| 2005-12-01 | 19.536585393788800 |
| 2006-01-01 | 19.705604566197800 |
| 2006-02-01 | 19.788571914411303 |
| 2006-03-01 | 19.836404224617898 |
| 2006-04-01 | 19.936327275330502 |
| 2006-05-01 | 19.676193536727897 |
| 2006-06-01 | 19.877983796838800 |
| 2006-07-01 | 19.746882864897103 |
| 2006-08-01 | 19.667147352643603 |
| 2006-09-01 | 19.708689334023102 |
| 2006-10-01 | 19.655840488369698 |
| 2006-11-01 | 19.493379433550200 |
| 2006-12-01 | 19.515887424922603 |
| 2007-01-01 | 19.967360060051302 |
| 2007-02-01 | 20.066444409154700 |
| 2007-03-01 | 20.133446698381600 |
| 2007-04-01 | 20.031060168914200 |
| 2007-05-01 | 20.196938741599500 |
| 2007-06-01 | 20.204202567931300 |
| 2007-07-01 | 20.260560061842500 |
| 2007-08-01 | 20.295493925392197 |
| 2007-09-01 | 20.138412003750000 |
| 2007-10-01 | 20.241557805211900 |
| 2007-11-01 | 20.161418702660400 |
| 2007-12-01 | 20.175194602599800 |
| 2008-01-01 | 20.156093508283600 |
| 2008-02-01 | 20.088274114068500 |
| 2008-03-01 | 20.143447030583697 |
| 2008-04-01 | 20.336363750987200 |
| 2008-05-01 | 20.417740723014898 |
| 2008-06-01 | 20.337964333480700 |
| 2008-07-01 | 20.161214626282000 |
| 2008-08-01 | 20.189305511393800 |
| 2008-09-01 | 20.126660654862100 |
| 2008-10-01 | 19.986287479425602 |
| 2008-11-01 | 19.918916257482900 |
| 2008-12-01 | 19.953814008277000 |
| 2009-01-01 | 19.782173979474603 |
| 2009-02-01 | 19.664341313256300 |
| 2009-03-01 | 19.486639754509700 |
| 2009-04-01 | 18.855604265188000 |
| 2009-05-01 | 18.816362016613397 |
| 2009-06-01 | 18.631375092689700 |
| 2009-07-01 | 18.735365905176200 |
| 2009-08-01 | 18.654036898968800 |
| 2009-09-01 | 18.563039628090500 |
| 2009-10-01 | 18.516671502858600 |
| 2009-11-01 | 18.589218189020100 |
| 2009-12-01 | 18.462225859999602 |
| 2010-01-01 | 18.437324423172000 |
| 2010-02-01 | 18.459288697308000 |
| 2010-03-01 | 18.328498872343896 |
| 2010-04-01 | 18.283664165274300 |
| 2010-05-01 | 18.223498075674800 |
| 2010-06-01 | 18.122336186473103 |
| 2010-07-01 | 18.101271291040700 |
| 2010-08-01 | 17.815964598823100 |
| 2010-09-01 | 17.799809760571197 |
| 2010-10-01 | 17.862510467783900 |
| 2010-11-01 | 17.969875483795900 |
| 2010-12-01 | 17.800391921015500 |
| 2011-01-01 | 17.691737437930100 |
| 2011-02-01 | 17.640521303816700 |
| 2011-03-01 | 17.761420916493500 |
| 2011-04-01 | 17.803971182397200 |
| 2011-05-01 | 17.934437153576700 |
| 2011-06-01 | 17.881413394598700 |
| 2011-07-01 | 17.949429386125500 |
| 2011-08-01 | 18.195777238704697 |
| 2011-09-01 | 18.469329190421604 |
| 2011-10-01 | 18.420378725502000 |
| 2011-11-01 | 18.472025225036898 |
| 2011-12-01 | 18.543595021032000 |
| 2012-01-01 | 18.034100380503197 |
| 2012-02-01 | 18.585508291564000 |
| 2012-03-01 | 18.576868465171200 |
| 2012-04-01 | 19.009062469112600 |
| 2012-05-01 | 19.053765895284100 |
| 2012-06-01 | 19.348265407530900 |
| 2012-07-01 | 19.092943416219000 |
| 2012-08-01 | 19.262564356678000 |
| 2012-09-01 | 19.344386659675000 |
| 2012-10-01 | 19.390705974211198 |
| 2012-11-01 | 19.481820211047400 |
| 2012-12-01 | 19.400455350010500 |
| 2013-01-01 | 19.775787550354700 |
| 2013-02-01 | 19.920943788192197 |
| 2013-03-01 | 20.197201139921500 |
| 2013-04-01 | 20.003291321223102 |
| 2013-05-01 | 20.172101858474200 |
| 2013-06-01 | 20.410002264253500 |
| 2013-07-01 | 20.422351203721800 |
| 2013-08-01 | 20.417435640775700 |
| 2013-09-01 | 20.528927292316300 |
| 2013-10-01 | 20.480197497106600 |
| 2013-11-01 | 20.498206233919600 |
| 2013-12-01 | 20.437860602097800 |
| 2014-01-01 | 20.633473780228800 |
| 2014-02-01 | 20.653496529915200 |
| 2014-03-01 | 20.615762878637103 |
| 2014-04-01 | 20.504015778263604 |
| 2014-05-01 | 20.494052941168400 |
| 2014-06-01 | 20.687689965191396 |
| 2014-07-01 | 20.553393588505400 |
| 2014-08-01 | 20.356608035740898 |
| 2014-09-01 | 20.298650682703700 |
| 2014-10-01 | 20.582958083227400 |
| 2014-11-01 | 20.502147583346500 |
| 2014-12-01 | 20.452147752539900 |
| 2015-01-01 | 21.001357762917800 |
| 2015-02-01 | 20.780386703628200 |
| 2015-03-01 | 20.829827166125700 |
| 2015-04-01 | 21.110056326428200 |
| 2015-05-01 | 21.125805955456000 |
| 2015-06-01 | 21.067706200875000 |
| 2015-07-01 | 21.098500851499300 |
| 2015-08-01 | 21.117965628795500 |
| 2015-09-01 | 20.990219835648897 |
| 2015-10-01 | 20.876306026270100 |
| 2015-11-01 | 20.889870721230000 |
| 2015-12-01 | 20.731336205455698 |
| 2016-01-01 | 20.667304465985900 |
| 2016-02-01 | 20.722194916822897 |
| 2016-03-01 | 20.541931815626900 |
| 2016-04-01 | 20.530546322842300 |
| 2016-05-01 | 20.428680084270400 |
| 2016-06-01 | 20.354060323169104 |
| 2016-07-01 | 20.574383554813500 |
| 2016-08-01 | 20.583176081028200 |
| 2016-09-01 | 20.578569544992103 |
| 2016-10-01 | 20.368653438287500 |
| 2016-11-01 | 20.359729981553800 |
| 2016-12-01 | 20.398479150305900 |
| 2017-01-01 | 20.125195651220600 |
| 2017-02-01 | 20.272188818637100 |
| 2017-03-01 | 20.458672698227900 |
| 2017-04-01 | 20.555233673980100 |
| 2017-05-01 | 20.632677830342800 |
| 2017-06-01 | 20.625684098691900 |
| 2017-07-01 | 20.749974996527200 |
| 2017-08-01 | 20.954866361963300 |
| 2017-09-01 | 21.077304813081600 |
| 2017-10-01 | 21.471257723129900 |
| 2017-11-01 | 21.326377809779500 |
| 2017-12-01 | 21.674672778759497 |
| 2018-01-01 | 21.683086092610502 |
| 2018-02-01 | 21.925707867989400 |
| 2018-03-01 | 22.066282307721895 |
| 2018-04-01 | 22.071539112471200 |
| 2018-05-01 | 22.128438206767100 |
| 2018-06-01 | 22.485438970313503 |
| 2018-07-01 | 22.318192586369000 |
| 2018-08-01 | 22.425180169982300 |
| 2018-09-01 | 22.691746343460803 |
| 2018-10-01 | 22.883891230570100 |
| 2018-11-01 | 23.002742672841800 |
| 2018-12-01 | 23.072322874951603 |
| 2019-01-01 | 23.127779653296000 |
| 2019-02-01 | 23.169521682065600 |
| 2019-03-01 | 23.182805236273303 |
| 2019-04-01 | 23.089017542112302 |
| 2019-05-01 | 23.098223961815300 |
| 2019-06-01 | 23.022018268417900 |
| 2019-07-01 | 23.194829928587900 |
| 2019-08-01 | 23.122219258195400 |
| 2019-09-01 | 22.993228049357800 |
| 2019-10-01 | 23.196498455218500 |
| 2019-11-01 | 23.193616037029802 |
| 2019-12-01 | 23.109285093015600 |
| 2020-01-01 | 22.636629305097898 |
| 2020-02-01 | 22.796543592347700 |
| 2020-03-01 | 22.804169116340800 |
| 2020-04-01 | 21.696156751652500 |
| 2020-05-01 | 22.139540617597397 |
| 2020-06-01 | 21.889022709072400 |
| 2020-07-01 | 21.896948637172400 |
| 2020-08-01 | 21.825438116539196 |
| 2020-09-01 | 21.983220552245697 |
| 2020-10-01 | 21.508977540865196 |
| 2020-11-01 | 21.198605343371700 |
| 2020-12-01 | 21.555617140263600 |
| 2021-01-01 | 22.141659310817300 |
| 2021-02-01 | 21.896666328078602 |
| 2021-03-01 | 22.021008716683802 |
| 2021-04-01 | 22.099824171423200 |
| 2021-05-01 | 22.091431780586802 |
| 2021-06-01 | 22.373489794788800 |
| 2021-07-01 | 22.081397813564400 |
| 2021-08-01 | 22.228644929850102 |
| 2021-09-01 | 22.176058849310397 |
| 2021-10-01 | 22.121549028351197 |
| 2021-11-01 | 22.092233232037696 |
| 2021-12-01 | 22.297047845367800 |
| 2022-01-01 | 22.343753857746602 |
| 2022-02-01 | 22.388035670313700 |
| 2022-03-01 | 22.420141672436600 |
| 2022-04-01 | 22.702877559677200 |
| 2022-05-01 | 22.858131992308700 |
| 2022-06-01 | 22.889277864309100 |
| 2022-07-01 | 22.874830278786302 |
| 2022-08-01 | 22.929204111855398 |
| 2022-09-01 | 23.275346438518700 |
| 2022-10-01 | 23.420253740327702 |
| 2022-11-01 | 23.488393313971500 |
| 2022-12-01 | 23.515727423191400 |
| 2023-01-01 | 23.555302377493803 |
| 2023-02-01 | 23.571509066395800 |
| 2023-03-01 | 23.615172434435802 |
| 2023-04-01 | 23.715891973876300 |
| 2023-05-01 | 23.634937777340300 |
| 2023-06-01 | 23.807627574018200 |
| 2023-07-01 | 23.775590727889000 |
| 2023-08-01 | 23.849013357644200 |
| 2023-09-01 | 23.873979098324200 |
| 2023-10-01 | 23.801739570192900 |
| 2023-11-01 | 23.877461517104102 |
| 2023-12-01 | 23.822249788056503 |
| 2024-01-01 | 23.850724885721696 |
| 2024-02-01 | 24.053555270320896 |
| 2024-03-01 | 24.106654501941800 |
| 2024-04-01 | 23.933965932357697 |
| 2024-05-01 | 24.131651055880603 |
| 2024-06-01 | 24.033771203294602 |
| 2024-07-01 | 24.378049366345500 |
| 2024-08-01 | 24.360859583790898 |
| 2024-09-01 | 24.275661127460605 |
| 2024-10-01 | 24.580535033298700 |
| 2024-11-01 | 24.658909677710902 |
