Table Data - All Employees: Professional and Business Services: Business Support Services in Oklahoma
| Title | All Employees: Professional and Business Services: Business Support Services in Oklahoma |
|---|---|
| Series ID | SMU40000006056140001SA |
| 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 2024-09-01 |
| Last Updated | 2024-10-23 6:12 AM CDT |
| 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 | 3.6894599247788000 |
| 1990-02-01 | 3.5929778818898304 |
| 1990-03-01 | 3.7497383852415895 |
| 1990-04-01 | 3.8061054086649704 |
| 1990-05-01 | 3.6242063928343500 |
| 1990-06-01 | 3.8762230538636100 |
| 1990-07-01 | 3.8397147295012700 |
| 1990-08-01 | 3.9299329356832597 |
| 1990-09-01 | 3.9270779741193600 |
| 1990-10-01 | 3.8959035120530703 |
| 1990-11-01 | 3.7668823050927800 |
| 1990-12-01 | 3.8958122243559600 |
| 1991-01-01 | 4.7996271465375000 |
| 1991-02-01 | 4.8046811690183100 |
| 1991-03-01 | 4.8583477477781700 |
| 1991-04-01 | 4.8879524223979600 |
| 1991-05-01 | 5.1082248497315000 |
| 1991-06-01 | 5.0654518703327700 |
| 1991-07-01 | 5.1406482218984810 |
| 1991-08-01 | 5.2327601993329695 |
| 1991-09-01 | 5.3383437803035000 |
| 1991-10-01 | 5.4014305364759805 |
| 1991-11-01 | 5.4652397692279500 |
| 1991-12-01 | 5.6049937934839910 |
| 1992-01-01 | 5.4070236934155190 |
| 1992-02-01 | 5.3207868649970800 |
| 1992-03-01 | 4.8701704157001700 |
| 1992-04-01 | 5.0575362926408200 |
| 1992-05-01 | 5.0657914683642990 |
| 1992-06-01 | 5.0508803700959290 |
| 1992-07-01 | 5.2497597243755400 |
| 1992-08-01 | 5.2472699619452300 |
| 1992-09-01 | 5.2718706595475700 |
| 1992-10-01 | 5.3005181465079900 |
| 1992-11-01 | 5.2623312698890095 |
| 1992-12-01 | 5.3082607407564595 |
| 1993-01-01 | 5.2048256384500595 |
| 1993-02-01 | 5.2415431052468400 |
| 1993-03-01 | 5.2896689995725600 |
| 1993-04-01 | 5.3103829959784110 |
| 1993-05-01 | 5.2135163930656505 |
| 1993-06-01 | 5.5378000831768610 |
| 1993-07-01 | 5.5646147567632900 |
| 1993-08-01 | 5.5796424510083090 |
| 1993-09-01 | 5.7303152681473200 |
| 1993-10-01 | 5.8990970785530000 |
| 1993-11-01 | 5.6408890760690900 |
| 1993-12-01 | 5.5999054298241510 |
| 1994-01-01 | 5.5858250274165800 |
| 1994-02-01 | 5.6701331040164010 |
| 1994-03-01 | 5.7027677769016805 |
| 1994-04-01 | 5.8597242119773000 |
| 1994-05-01 | 5.8737852021585400 |
| 1994-06-01 | 5.9249305848364200 |
| 1994-07-01 | 5.9769627313812200 |
| 1994-08-01 | 6.1423670928436600 |
| 1994-09-01 | 6.1016495798653600 |
| 1994-10-01 | 6.0854907169242900 |
| 1994-11-01 | 6.0026034529700600 |
| 1994-12-01 | 6.4781371391692400 |
| 1995-01-01 | 6.8641459105784000 |
| 1995-02-01 | 6.9907188305782400 |
| 1995-03-01 | 7.3295665873999700 |
| 1995-04-01 | 7.4918548729722910 |
| 1995-05-01 | 7.7570798297306900 |
| 1995-06-01 | 7.8138880578292000 |
| 1995-07-01 | 7.7678967210336400 |
| 1995-08-01 | 8.0262042750093790 |
| 1995-09-01 | 7.9852059083552890 |
| 1995-10-01 | 8.1818271519104300 |
| 1995-11-01 | 8.1700169460822000 |
| 1995-12-01 | 8.4315914024905100 |
| 1996-01-01 | 8.6344594111371310 |
| 1996-02-01 | 8.8946020197568810 |
| 1996-03-01 | 8.9537923400078500 |
| 1996-04-01 | 9.1401813052851100 |
| 1996-05-01 | 9.4456059325538600 |
| 1996-06-01 | 9.5123968455359200 |
| 1996-07-01 | 11.7319947458031990 |
| 1996-08-01 | 12.0197756336883000 |
| 1996-09-01 | 11.8711150038685020 |
| 1996-10-01 | 12.5892752085816000 |
| 1996-11-01 | 12.9506262580166980 |
| 1996-12-01 | 13.3804835165105000 |
| 1997-01-01 | 11.9044320518552000 |
| 1997-02-01 | 12.7734099182818000 |
| 1997-03-01 | 12.9645682987142000 |
| 1997-04-01 | 14.0212095274696000 |
| 1997-05-01 | 13.7406239676445980 |
| 1997-06-01 | 13.8096553906396000 |
| 1997-07-01 | 14.5903586899236990 |
| 1997-08-01 | 14.7925767379811000 |
| 1997-09-01 | 15.6265875537583020 |
| 1997-10-01 | 15.4318147353836980 |
| 1997-11-01 | 15.5625664583888010 |
| 1997-12-01 | 15.4122230294146000 |
| 1998-01-01 | 17.0799422014595020 |
| 1998-02-01 | 17.4544378247327000 |
| 1998-03-01 | 17.4287641311655000 |
| 1998-04-01 | 18.2323365125441970 |
| 1998-05-01 | 18.1480691272778000 |
| 1998-06-01 | 18.4108825104416030 |
| 1998-07-01 | 18.5642790690514980 |
| 1998-08-01 | 18.1315777710233000 |
| 1998-09-01 | 18.4523149654060000 |
| 1998-10-01 | 18.6893733493346020 |
| 1998-11-01 | 18.5877317973539000 |
| 1998-12-01 | 18.9545508528128970 |
| 1999-01-01 | 18.7637053120118000 |
| 1999-02-01 | 18.7383872441726030 |
| 1999-03-01 | 18.3686925341934000 |
| 1999-04-01 | 18.4540931159754000 |
| 1999-05-01 | 18.4548481633940000 |
| 1999-06-01 | 18.1075613375121980 |
| 1999-07-01 | 18.2887296182427000 |
| 1999-08-01 | 17.8363592194079000 |
| 1999-09-01 | 17.7356837151329000 |
| 1999-10-01 | 17.9437487959188000 |
| 1999-11-01 | 18.3427750600792000 |
| 1999-12-01 | 18.4013213114972000 |
| 2000-01-01 | 19.0460032774062000 |
| 2000-02-01 | 19.6297141726050000 |
| 2000-03-01 | 19.7926605482316020 |
| 2000-04-01 | 19.4801215493324000 |
| 2000-05-01 | 19.4490264755173000 |
| 2000-06-01 | 20.4252943196236030 |
| 2000-07-01 | 20.5594386739893980 |
| 2000-08-01 | 20.8097854369043030 |
| 2000-09-01 | 20.8020626732999000 |
| 2000-10-01 | 20.2713737770250000 |
| 2000-11-01 | 20.0838911607013020 |
| 2000-12-01 | 20.1862651450606020 |
| 2001-01-01 | 19.8234146890336000 |
| 2001-02-01 | 19.9206319903398000 |
| 2001-03-01 | 20.0186041797223030 |
| 2001-04-01 | 19.8107200016576000 |
| 2001-05-01 | 19.6504761017035000 |
| 2001-06-01 | 19.5453386085035000 |
| 2001-07-01 | 18.9631546168685000 |
| 2001-08-01 | 19.4773468943054000 |
| 2001-09-01 | 19.3385370943205000 |
| 2001-10-01 | 19.4683087021953000 |
| 2001-11-01 | 19.7092000466893000 |
| 2001-12-01 | 19.7825933363121000 |
| 2002-01-01 | 19.6138917860865000 |
| 2002-02-01 | 19.2124332170705000 |
| 2002-03-01 | 19.2621169129191000 |
| 2002-04-01 | 19.1284657399921000 |
| 2002-05-01 | 19.0614347552846000 |
| 2002-06-01 | 18.9909961491176000 |
| 2002-07-01 | 18.7641301558254000 |
| 2002-08-01 | 18.8397155380845000 |
| 2002-09-01 | 19.0897607732372000 |
| 2002-10-01 | 19.2463726890473980 |
| 2002-11-01 | 18.9822293572183970 |
| 2002-12-01 | 18.9805567630216030 |
| 2003-01-01 | 19.0125080619797000 |
| 2003-02-01 | 19.0045444456503000 |
| 2003-03-01 | 18.5440215842393030 |
| 2003-04-01 | 18.9376657881980000 |
| 2003-05-01 | 18.8922146003835000 |
| 2003-06-01 | 18.7511521912561000 |
| 2003-07-01 | 18.6354406556750000 |
| 2003-08-01 | 18.7053472708853000 |
| 2003-09-01 | 18.5437108002731000 |
| 2003-10-01 | 18.3126046199803020 |
| 2003-11-01 | 17.9458268037560020 |
| 2003-12-01 | 17.6521777453668000 |
| 2004-01-01 | 17.7341542493073980 |
| 2004-02-01 | 17.6866508514471970 |
| 2004-03-01 | 17.6590884041105020 |
| 2004-04-01 | 18.1437639159050000 |
| 2004-05-01 | 17.6262394727556000 |
| 2004-06-01 | 17.7233619922651970 |
| 2004-07-01 | 17.6664680028002000 |
| 2004-08-01 | 17.3576067873036000 |
| 2004-09-01 | 17.4251738309998000 |
| 2004-10-01 | 18.7102673128130020 |
| 2004-11-01 | 18.6893174781254000 |
| 2004-12-01 | 18.6140015926207000 |
| 2005-01-01 | 18.8572964668627000 |
| 2005-02-01 | 19.3596644941048020 |
| 2005-03-01 | 19.0742482029664000 |
| 2005-04-01 | 19.0619451791277000 |
| 2005-05-01 | 19.1831158469548980 |
| 2005-06-01 | 18.9888504885443000 |
| 2005-07-01 | 18.7553379164148000 |
| 2005-08-01 | 18.8106786651300000 |
| 2005-09-01 | 18.7105530982785030 |
| 2005-10-01 | 18.7193709727803000 |
| 2005-11-01 | 18.9489133490300000 |
| 2005-12-01 | 18.9723804626951030 |
| 2006-01-01 | 18.8837937800145000 |
| 2006-02-01 | 19.1334755292874000 |
| 2006-03-01 | 18.7939103014926020 |
| 2006-04-01 | 18.1730946838143980 |
| 2006-05-01 | 18.2376076039169000 |
| 2006-06-01 | 18.8353738953095020 |
| 2006-07-01 | 19.6304864780601030 |
| 2006-08-01 | 19.6612613655711000 |
| 2006-09-01 | 19.8192368511110000 |
| 2006-10-01 | 19.8407733875778000 |
| 2006-11-01 | 20.1197458646678020 |
| 2006-12-01 | 19.8275027473623030 |
| 2007-01-01 | 19.2895480177344000 |
| 2007-02-01 | 19.2192701620573000 |
| 2007-03-01 | 19.2202050650468980 |
| 2007-04-01 | 19.1860199346433970 |
| 2007-05-01 | 19.0965897972931020 |
| 2007-06-01 | 19.1661360559398020 |
| 2007-07-01 | 18.9926147928648030 |
| 2007-08-01 | 18.9169290826506000 |
| 2007-09-01 | 18.8244680709104000 |
| 2007-10-01 | 18.6238837195516000 |
| 2007-11-01 | 18.8198611612209000 |
| 2007-12-01 | 18.9138023121787000 |
| 2008-01-01 | 18.8769211109189000 |
| 2008-02-01 | 19.1196656704876030 |
| 2008-03-01 | 18.9690481840194000 |
| 2008-04-01 | 18.7986379536618030 |
| 2008-05-01 | 18.5483637886239000 |
| 2008-06-01 | 18.2636082165518980 |
| 2008-07-01 | 18.2486688325081980 |
| 2008-08-01 | 17.9814044393243000 |
| 2008-09-01 | 17.8187402770906000 |
| 2008-10-01 | 17.6905066133261000 |
| 2008-11-01 | 17.4325016369684000 |
| 2008-12-01 | 17.1329143049865000 |
| 2009-01-01 | 17.1558799342650020 |
| 2009-02-01 | 16.9250479886221970 |
| 2009-03-01 | 16.8217113589893000 |
| 2009-04-01 | 17.2209573735012000 |
| 2009-05-01 | 17.1987840450399000 |
| 2009-06-01 | 16.9517014596248000 |
| 2009-07-01 | 16.3955787815109030 |
| 2009-08-01 | 16.2512146829031000 |
| 2009-09-01 | 16.5974015706230000 |
| 2009-10-01 | 16.7264175115125970 |
| 2009-11-01 | 16.9422717425886000 |
| 2009-12-01 | 17.2869000341358000 |
| 2010-01-01 | 17.4345428934447000 |
| 2010-02-01 | 17.6528170785066000 |
| 2010-03-01 | 17.8835558677018970 |
| 2010-04-01 | 18.0546195380976000 |
| 2010-05-01 | 18.2237294138678000 |
| 2010-06-01 | 18.3176315005748000 |
| 2010-07-01 | 18.2498747904221000 |
| 2010-08-01 | 18.3243994025627000 |
| 2010-09-01 | 18.0659794777933980 |
| 2010-10-01 | 18.0801749373861040 |
| 2010-11-01 | 17.7374809996977980 |
| 2010-12-01 | 17.8400338888762000 |
| 2011-01-01 | 17.9271042876989000 |
| 2011-02-01 | 17.7842364492626040 |
| 2011-03-01 | 17.6292634906975000 |
| 2011-04-01 | 17.7034823916158000 |
| 2011-05-01 | 17.6355921894887000 |
| 2011-06-01 | 17.7884549039796020 |
| 2011-07-01 | 18.0191701973316040 |
| 2011-08-01 | 17.8836674594468000 |
| 2011-09-01 | 18.1215966614873000 |
| 2011-10-01 | 18.1426300258793000 |
| 2011-11-01 | 18.0307068835445000 |
| 2011-12-01 | 17.8900283657600000 |
| 2012-01-01 | 17.7410093023253030 |
| 2012-02-01 | 17.6273987999566980 |
| 2012-03-01 | 17.4631367341854000 |
| 2012-04-01 | 16.9429812614706000 |
| 2012-05-01 | 16.9341963222598000 |
| 2012-06-01 | 16.7414591020979000 |
| 2012-07-01 | 16.6863601886251000 |
| 2012-08-01 | 16.7631885283221000 |
| 2012-09-01 | 16.6835603505275000 |
| 2012-10-01 | 16.6294715581924000 |
| 2012-11-01 | 16.5234421927171000 |
| 2012-12-01 | 16.3404818527300000 |
| 2013-01-01 | 15.9717880699452000 |
| 2013-02-01 | 16.0532603840409000 |
| 2013-03-01 | 16.0677027861878000 |
| 2013-04-01 | 16.1638847626050000 |
| 2013-05-01 | 16.3260196632030020 |
| 2013-06-01 | 16.3017554123467000 |
| 2013-07-01 | 16.1698028353449000 |
| 2013-08-01 | 15.9468632541186000 |
| 2013-09-01 | 15.7542487375671010 |
| 2013-10-01 | 15.5196877438693000 |
| 2013-11-01 | 15.6283472726336000 |
| 2013-12-01 | 15.2923167975029020 |
| 2014-01-01 | 15.6112880236911980 |
| 2014-02-01 | 15.4799400435446000 |
| 2014-03-01 | 15.2482208526989000 |
| 2014-04-01 | 14.9631378043368010 |
| 2014-05-01 | 14.9032872441768000 |
| 2014-06-01 | 14.7576881322576000 |
| 2014-07-01 | 14.6597449291003000 |
| 2014-08-01 | 14.7529108472721990 |
| 2014-09-01 | 14.7504884197056000 |
| 2014-10-01 | 14.6200181335939000 |
| 2014-11-01 | 14.6386606674859000 |
| 2014-12-01 | 14.7336792904280000 |
| 2015-01-01 | 14.7477576854268000 |
| 2015-02-01 | 14.7828036325083990 |
| 2015-03-01 | 14.8987534397750000 |
| 2015-04-01 | 15.0601583238263000 |
| 2015-05-01 | 15.0846315373150000 |
| 2015-06-01 | 15.1360422404055000 |
| 2015-07-01 | 15.0714287669949000 |
| 2015-08-01 | 14.8662947604449020 |
| 2015-09-01 | 14.7509476739745000 |
| 2015-10-01 | 14.9101778840902990 |
| 2015-11-01 | 14.8566817652942000 |
| 2015-12-01 | 14.7466746957028000 |
| 2016-01-01 | 14.7753983799603000 |
| 2016-02-01 | 14.6869858377295000 |
| 2016-03-01 | 14.5500827078144000 |
| 2016-04-01 | 14.6500251284873000 |
| 2016-05-01 | 14.4731074032768010 |
| 2016-06-01 | 14.5302184228050990 |
| 2016-07-01 | 14.4875051149394980 |
| 2016-08-01 | 14.5012577064338990 |
| 2016-09-01 | 14.4561718541461990 |
| 2016-10-01 | 14.2937940438303990 |
| 2016-11-01 | 13.8620793451026980 |
| 2016-12-01 | 13.7375979099970010 |
| 2017-01-01 | 13.7870163612703020 |
| 2017-02-01 | 13.7746990822301000 |
| 2017-03-01 | 13.9127559321631000 |
| 2017-04-01 | 13.7413101493388010 |
| 2017-05-01 | 13.7799814153751980 |
| 2017-06-01 | 13.7514695531853000 |
| 2017-07-01 | 13.7253949992315000 |
| 2017-08-01 | 13.7312492895194000 |
| 2017-09-01 | 13.6434249535707000 |
| 2017-10-01 | 13.6693678632421990 |
| 2017-11-01 | 13.6540616497846000 |
| 2017-12-01 | 13.5116806863146000 |
| 2018-01-01 | 13.4936126024912000 |
| 2018-02-01 | 13.6742859941998010 |
| 2018-03-01 | 13.5017524498043020 |
| 2018-04-01 | 13.1303393567800000 |
| 2018-05-01 | 13.0753931248203020 |
| 2018-06-01 | 12.8669943091500000 |
| 2018-07-01 | 12.8703391034221000 |
| 2018-08-01 | 12.6598577187361000 |
| 2018-09-01 | 12.6395490424734990 |
| 2018-10-01 | 12.6580620088559000 |
| 2018-11-01 | 12.6275019578733990 |
| 2018-12-01 | 12.7993325697877000 |
| 2019-01-01 | 12.6847140640572000 |
| 2019-02-01 | 12.5561750220273020 |
| 2019-03-01 | 12.6071477319814010 |
| 2019-04-01 | 12.7228701792239000 |
| 2019-05-01 | 12.7678514461420020 |
| 2019-06-01 | 12.7875715095191000 |
| 2019-07-01 | 12.7077513946919980 |
| 2019-08-01 | 12.6867625698983000 |
| 2019-09-01 | 12.6286303819510000 |
| 2019-10-01 | 12.4408199263430000 |
| 2019-11-01 | 12.4075616167167000 |
| 2019-12-01 | 12.5121318861351000 |
| 2020-01-01 | 12.2791248049375990 |
| 2020-02-01 | 12.1410599962541000 |
| 2020-03-01 | 12.1328333887170000 |
| 2020-04-01 | 11.4016831950662000 |
| 2020-05-01 | 11.3402149159014000 |
| 2020-06-01 | 11.2851534151378000 |
| 2020-07-01 | 11.2300604822100000 |
| 2020-08-01 | 11.3129097004344010 |
| 2020-09-01 | 11.3197252739373010 |
| 2020-10-01 | 11.2281390172656990 |
| 2020-11-01 | 11.1064247392499000 |
| 2020-12-01 | 11.3587643190350980 |
| 2021-01-01 | 10.7839464615318010 |
| 2021-02-01 | 10.6138995980660000 |
| 2021-03-01 | 10.7569711581656970 |
| 2021-04-01 | 10.9673287800924020 |
| 2021-05-01 | 11.1160406547776010 |
| 2021-06-01 | 11.1781567472769000 |
| 2021-07-01 | 11.0269093296294000 |
| 2021-08-01 | 11.1231003503148000 |
| 2021-09-01 | 11.1036149007468000 |
| 2021-10-01 | 11.3143364924575990 |
| 2021-11-01 | 11.7312154213914980 |
| 2021-12-01 | 11.8274725033813000 |
| 2022-01-01 | 12.1084257610093000 |
| 2022-02-01 | 12.2017274991079000 |
| 2022-03-01 | 12.2698424919360000 |
| 2022-04-01 | 12.3297789208317000 |
| 2022-05-01 | 12.4775628479276990 |
| 2022-06-01 | 12.4521263230545000 |
| 2022-07-01 | 12.9108792038248020 |
| 2022-08-01 | 13.0193115513996000 |
| 2022-09-01 | 13.2987937677547000 |
| 2022-10-01 | 13.6169261629773000 |
| 2022-11-01 | 13.6659579137018010 |
| 2022-12-01 | 13.5962964238950000 |
| 2023-01-01 | 13.8370424537591000 |
| 2023-02-01 | 13.9883705952491990 |
| 2023-03-01 | 13.8626254639480000 |
| 2023-04-01 | 13.8013056280835010 |
| 2023-05-01 | 13.7499056442791990 |
| 2023-06-01 | 13.7369023782030980 |
| 2023-07-01 | 13.0788225841622000 |
| 2023-08-01 | 13.0118446164088010 |
| 2023-09-01 | 12.9978318728479000 |
| 2023-10-01 | 12.7190782328103020 |
| 2023-11-01 | 12.3037742612688010 |
| 2023-12-01 | 12.3461589178075000 |
| 2024-01-01 | 12.2616886783250000 |
| 2024-02-01 | 12.3854922586304000 |
| 2024-03-01 | 12.4554747931656970 |
| 2024-04-01 | 12.5818359749538990 |
| 2024-05-01 | 12.5260324607676000 |
| 2024-06-01 | 12.6196235076781990 |
| 2024-07-01 | 12.7590475653006000 |
| 2024-08-01 | 12.8058556746539000 |
| 2024-09-01 | 12.6963352729247000 |
