Table Data - All Employees: Professional and Business Services: Employment Services in Oklahoma City, OK (MSA)
| Title | All Employees: Professional and Business Services: Employment Services in Oklahoma City, OK (MSA) |
|---|---|
| Series ID | SMU40364206056130001SA |
| 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 6:49 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 | 7.4783274314929500 |
| 1990-02-01 | 7.5404344219930300 |
| 1990-03-01 | 7.5402482499146510 |
| 1990-04-01 | 7.7531752857484010 |
| 1990-05-01 | 7.7080296164451600 |
| 1990-06-01 | 8.0238616245257800 |
| 1990-07-01 | 7.9682811764879595 |
| 1990-08-01 | 7.9899471779514800 |
| 1990-09-01 | 8.8144912143070200 |
| 1990-10-01 | 7.5829066373860705 |
| 1990-11-01 | 8.2292017678111300 |
| 1990-12-01 | 8.9469772545620400 |
| 1991-01-01 | 8.0011656978538600 |
| 1991-02-01 | 7.9593363309295800 |
| 1991-03-01 | 7.8603400055324800 |
| 1991-04-01 | 7.3335683415274410 |
| 1991-05-01 | 7.2851987446337590 |
| 1991-06-01 | 7.0247098602500310 |
| 1991-07-01 | 6.7655090180101800 |
| 1991-08-01 | 7.1001274037365590 |
| 1991-09-01 | 6.2888797552383690 |
| 1991-10-01 | 6.7914132934947510 |
| 1991-11-01 | 7.0382661500689990 |
| 1991-12-01 | 6.8353558540932400 |
| 1992-01-01 | 7.1214455172235500 |
| 1992-02-01 | 7.0796625160431210 |
| 1992-03-01 | 7.2595560215491610 |
| 1992-04-01 | 7.3281822013599500 |
| 1992-05-01 | 7.3452952306017190 |
| 1992-06-01 | 6.8458499580695500 |
| 1992-07-01 | 7.8667577380797100 |
| 1992-08-01 | 7.8058767888597900 |
| 1992-09-01 | 7.7565217930269700 |
| 1992-10-01 | 7.8091006467802200 |
| 1992-11-01 | 7.7390972721278710 |
| 1992-12-01 | 7.9411343928230895 |
| 1993-01-01 | 8.1276872743851700 |
| 1993-02-01 | 8.2881328934566520 |
| 1993-03-01 | 7.9509588665529005 |
| 1993-04-01 | 8.5326552201533200 |
| 1993-05-01 | 8.6265890952035800 |
| 1993-06-01 | 8.6668693649158000 |
| 1993-07-01 | 8.5829672806650300 |
| 1993-08-01 | 8.0992135902682900 |
| 1993-09-01 | 8.0908371300689290 |
| 1993-10-01 | 8.4159100264096500 |
| 1993-11-01 | 8.1609683863726900 |
| 1993-12-01 | 8.2588668560359400 |
| 1994-01-01 | 7.4395350738662190 |
| 1994-02-01 | 7.5908721679794910 |
| 1994-03-01 | 7.7522533902584510 |
| 1994-04-01 | 8.2428430893766000 |
| 1994-05-01 | 8.2912466665737500 |
| 1994-06-01 | 8.3642050223939900 |
| 1994-07-01 | 8.6155672820795600 |
| 1994-08-01 | 8.8119907155406790 |
| 1994-09-01 | 9.2240166686991900 |
| 1994-10-01 | 8.7940332766402190 |
| 1994-11-01 | 9.0861974127209810 |
| 1994-12-01 | 9.3538363184548600 |
| 1995-01-01 | 9.6644521716426690 |
| 1995-02-01 | 10.2086773449149000 |
| 1995-03-01 | 9.9725437930417780 |
| 1995-04-01 | 9.5695479000557600 |
| 1995-05-01 | 9.7673094968721400 |
| 1995-06-01 | 9.6626105721591880 |
| 1995-07-01 | 9.9457126689384900 |
| 1995-08-01 | 10.1835806470464000 |
| 1995-09-01 | 10.3989620832451000 |
| 1995-10-01 | 10.8704904222906000 |
| 1995-11-01 | 11.6481715123564000 |
| 1995-12-01 | 11.5650970999436000 |
| 1996-01-01 | 12.4135811790919000 |
| 1996-02-01 | 12.6258622996848010 |
| 1996-03-01 | 12.5704724198643020 |
| 1996-04-01 | 11.6253939718014010 |
| 1996-05-01 | 12.3555177790819000 |
| 1996-06-01 | 12.7560203468254000 |
| 1996-07-01 | 12.5706780529037000 |
| 1996-08-01 | 13.0301977964140000 |
| 1996-09-01 | 12.9894576265403000 |
| 1996-10-01 | 13.2194429379317000 |
| 1996-11-01 | 13.0578642413848020 |
| 1996-12-01 | 13.0675762571230010 |
| 1997-01-01 | 13.1004250223697000 |
| 1997-02-01 | 13.2831788296219010 |
| 1997-03-01 | 13.4875458815920000 |
| 1997-04-01 | 14.3167639975634000 |
| 1997-05-01 | 14.7696782329772000 |
| 1997-06-01 | 14.6449032215686990 |
| 1997-07-01 | 14.5342315151764990 |
| 1997-08-01 | 14.2325144645970990 |
| 1997-09-01 | 14.5533486811396970 |
| 1997-10-01 | 14.6592339273408000 |
| 1997-11-01 | 14.5679329129854020 |
| 1997-12-01 | 15.2833285783921970 |
| 1998-01-01 | 15.3236177308034020 |
| 1998-02-01 | 15.3912563290704010 |
| 1998-03-01 | 15.5450528640747000 |
| 1998-04-01 | 15.6655964240320000 |
| 1998-05-01 | 16.1743306354530000 |
| 1998-06-01 | 15.9887592452820990 |
| 1998-07-01 | 17.1778454986598030 |
| 1998-08-01 | 16.8707636203882000 |
| 1998-09-01 | 17.0512293336772000 |
| 1998-10-01 | 16.8839764644392000 |
| 1998-11-01 | 16.9562307445346000 |
| 1998-12-01 | 17.1644538342989000 |
| 1999-01-01 | 17.7590712697673000 |
| 1999-02-01 | 18.3270326731409000 |
| 1999-03-01 | 18.5174029830073000 |
| 1999-04-01 | 18.2964599218999000 |
| 1999-05-01 | 17.9731577371867000 |
| 1999-06-01 | 18.5672542583886970 |
| 1999-07-01 | 18.5010906766069000 |
| 1999-08-01 | 18.8847124168114000 |
| 1999-09-01 | 18.8401186471646000 |
| 1999-10-01 | 19.3690395051916000 |
| 1999-11-01 | 19.7356384600367000 |
| 1999-12-01 | 19.9610218624877000 |
| 2000-01-01 | 18.8793364834622000 |
| 2000-02-01 | 18.8411367005396000 |
| 2000-03-01 | 19.0742720514831030 |
| 2000-04-01 | 18.8987155675387000 |
| 2000-05-01 | 19.3536759517265000 |
| 2000-06-01 | 19.4430235525324000 |
| 2000-07-01 | 19.8412265620261000 |
| 2000-08-01 | 19.4258473230651030 |
| 2000-09-01 | 19.5249856359175000 |
| 2000-10-01 | 19.1630947249001020 |
| 2000-11-01 | 19.0892836184188000 |
| 2000-12-01 | 18.9595049361173980 |
| 2001-01-01 | 19.1423336403523000 |
| 2001-02-01 | 18.9212862977447000 |
| 2001-03-01 | 19.0364187031763000 |
| 2001-04-01 | 19.6055319783644000 |
| 2001-05-01 | 19.4083224609333980 |
| 2001-06-01 | 20.0334572307921020 |
| 2001-07-01 | 19.4530632665141000 |
| 2001-08-01 | 19.7826655472805000 |
| 2001-09-01 | 20.1626315977090000 |
| 2001-10-01 | 18.3790330746113000 |
| 2001-11-01 | 18.1624736623500000 |
| 2001-12-01 | 18.4927643057829000 |
| 2002-01-01 | 17.9610585527671030 |
| 2002-02-01 | 18.7693355615733000 |
| 2002-03-01 | 19.0058102728324000 |
| 2002-04-01 | 18.5704985617625000 |
| 2002-05-01 | 18.1372671654817000 |
| 2002-06-01 | 17.7720088577227000 |
| 2002-07-01 | 15.5920431573538010 |
| 2002-08-01 | 15.6780531406169010 |
| 2002-09-01 | 15.5653041725355000 |
| 2002-10-01 | 14.9193078992933010 |
| 2002-11-01 | 15.1825836398814000 |
| 2002-12-01 | 14.8222367682404000 |
| 2003-01-01 | 13.9215012768366990 |
| 2003-02-01 | 13.7648442695274000 |
| 2003-03-01 | 13.4274322694864980 |
| 2003-04-01 | 13.1580445159623000 |
| 2003-05-01 | 13.3815232096015000 |
| 2003-06-01 | 12.9273425220954990 |
| 2003-07-01 | 13.0183444469292000 |
| 2003-08-01 | 12.9687618270761980 |
| 2003-09-01 | 12.7622185039169000 |
| 2003-10-01 | 13.3127967636800000 |
| 2003-11-01 | 13.3251286273023000 |
| 2003-12-01 | 13.7758240894644000 |
| 2004-01-01 | 14.6603990162537000 |
| 2004-02-01 | 14.7071742525761980 |
| 2004-03-01 | 14.9967477223224000 |
| 2004-04-01 | 16.2532702120877000 |
| 2004-05-01 | 16.0509363348192020 |
| 2004-06-01 | 15.5686444755582000 |
| 2004-07-01 | 16.8027938612049000 |
| 2004-08-01 | 16.4875611733379000 |
| 2004-09-01 | 16.5542414033589000 |
| 2004-10-01 | 16.9969035193319980 |
| 2004-11-01 | 16.7585071539788000 |
| 2004-12-01 | 16.4033385812256000 |
| 2005-01-01 | 15.8845475864942000 |
| 2005-02-01 | 16.3368739405156980 |
| 2005-03-01 | 16.2377415406950000 |
| 2005-04-01 | 18.2660376064592000 |
| 2005-05-01 | 18.1468301209618000 |
| 2005-06-01 | 18.4528871666754000 |
| 2005-07-01 | 18.2037235496429000 |
| 2005-08-01 | 18.4523937705862000 |
| 2005-09-01 | 18.2908502158055000 |
| 2005-10-01 | 18.1553217690338000 |
| 2005-11-01 | 18.4689764937183970 |
| 2005-12-01 | 18.4989498519967000 |
| 2006-01-01 | 18.4168944991526970 |
| 2006-02-01 | 18.2577444014108000 |
| 2006-03-01 | 18.2828392194199980 |
| 2006-04-01 | 17.8650916501587000 |
| 2006-05-01 | 17.6791416757727000 |
| 2006-06-01 | 17.8700672700293030 |
| 2006-07-01 | 17.6703860203946020 |
| 2006-08-01 | 17.7377683996729980 |
| 2006-09-01 | 17.0824098436175970 |
| 2006-10-01 | 16.7721833836616000 |
| 2006-11-01 | 16.6761447886054980 |
| 2006-12-01 | 16.6518945719767000 |
| 2007-01-01 | 17.3390704322387000 |
| 2007-02-01 | 17.5632753298367000 |
| 2007-03-01 | 17.8270718819559000 |
| 2007-04-01 | 18.0717027834233000 |
| 2007-05-01 | 18.2464922610062000 |
| 2007-06-01 | 18.2684220427538970 |
| 2007-07-01 | 17.9364618429991000 |
| 2007-08-01 | 18.2049903270311000 |
| 2007-09-01 | 18.4867542449898000 |
| 2007-10-01 | 18.1363941794268970 |
| 2007-11-01 | 18.1500488215938000 |
| 2007-12-01 | 17.8699366430469980 |
| 2008-01-01 | 17.3779568540091000 |
| 2008-02-01 | 17.1950817510529000 |
| 2008-03-01 | 17.0199247392409030 |
| 2008-04-01 | 16.7612486667038000 |
| 2008-05-01 | 16.6761379621250000 |
| 2008-06-01 | 16.2894138637949980 |
| 2008-07-01 | 16.1079196490049020 |
| 2008-08-01 | 15.8512641478740000 |
| 2008-09-01 | 16.0489238669839020 |
| 2008-10-01 | 15.7783335827591990 |
| 2008-11-01 | 15.6147548053443010 |
| 2008-12-01 | 15.4869222522978020 |
| 2009-01-01 | 14.6960167385181000 |
| 2009-02-01 | 14.4406656884419020 |
| 2009-03-01 | 13.9329766311486000 |
| 2009-04-01 | 13.4434208983098010 |
| 2009-05-01 | 12.8932084134988000 |
| 2009-06-01 | 12.7880229135659000 |
| 2009-07-01 | 12.7642887306476000 |
| 2009-08-01 | 12.4880806335668000 |
| 2009-09-01 | 12.6835867951241000 |
| 2009-10-01 | 12.5110783445126000 |
| 2009-11-01 | 12.2579650315747000 |
| 2009-12-01 | 12.4013300169539000 |
| 2010-01-01 | 13.0370867849565000 |
| 2010-02-01 | 13.1099260935838000 |
| 2010-03-01 | 13.1484005597603000 |
| 2010-04-01 | 13.1983593937440990 |
| 2010-05-01 | 13.3901907191214990 |
| 2010-06-01 | 13.5333023856215000 |
| 2010-07-01 | 14.2341973689851000 |
| 2010-08-01 | 14.5110825622528000 |
| 2010-09-01 | 14.3631664935984010 |
| 2010-10-01 | 14.8838589084029010 |
| 2010-11-01 | 14.7145858327539010 |
| 2010-12-01 | 14.6236423080500980 |
| 2011-01-01 | 14.3573486301341990 |
| 2011-02-01 | 14.0743354996224000 |
| 2011-03-01 | 14.0309595068915000 |
| 2011-04-01 | 14.4617601462128020 |
| 2011-05-01 | 14.5910177119198000 |
| 2011-06-01 | 14.3560055946163000 |
| 2011-07-01 | 14.2978256143659000 |
| 2011-08-01 | 14.3390108471328990 |
| 2011-09-01 | 14.0596411921927000 |
| 2011-10-01 | 13.9730601528631000 |
| 2011-11-01 | 13.6766197095718010 |
| 2011-12-01 | 14.1320255194338010 |
| 2012-01-01 | 14.4643084316674000 |
| 2012-02-01 | 14.5569030111124020 |
| 2012-03-01 | 14.5280766219094000 |
| 2012-04-01 | 14.3246385615858000 |
| 2012-05-01 | 14.1595594115500000 |
| 2012-06-01 | 14.5855999862096000 |
| 2012-07-01 | 14.1501497995471000 |
| 2012-08-01 | 14.1864527532009000 |
| 2012-09-01 | 14.2288885626085000 |
| 2012-10-01 | 14.0885363108481000 |
| 2012-11-01 | 14.3579482202073000 |
| 2012-12-01 | 14.3395010071787000 |
| 2013-01-01 | 14.0438472320115000 |
| 2013-02-01 | 14.4134752903573010 |
| 2013-03-01 | 14.7250526774038000 |
| 2013-04-01 | 14.8178506079314000 |
| 2013-05-01 | 14.8608654785781000 |
| 2013-06-01 | 15.4163143069269020 |
| 2013-07-01 | 14.6961507261050990 |
| 2013-08-01 | 14.4643991385981980 |
| 2013-09-01 | 14.6211353174371010 |
| 2013-10-01 | 15.1795656060715980 |
| 2013-11-01 | 15.6472102615658990 |
| 2013-12-01 | 15.2426366508807000 |
| 2014-01-01 | 15.2413559381886990 |
| 2014-02-01 | 15.2858812545528000 |
| 2014-03-01 | 15.4467753176372000 |
| 2014-04-01 | 15.4233072564420990 |
| 2014-05-01 | 15.4807872144762000 |
| 2014-06-01 | 15.3707502627878000 |
| 2014-07-01 | 15.4968053604301000 |
| 2014-08-01 | 15.5285058574979000 |
| 2014-09-01 | 15.6467179555492990 |
| 2014-10-01 | 15.6427726072871000 |
| 2014-11-01 | 16.1673829033627000 |
| 2014-12-01 | 15.5870997878404000 |
| 2015-01-01 | 15.5528283799634010 |
| 2015-02-01 | 15.0573830482661980 |
| 2015-03-01 | 14.6817243240711000 |
| 2015-04-01 | 14.4340756068810980 |
| 2015-05-01 | 14.5451310442839000 |
| 2015-06-01 | 14.1156026747895000 |
| 2015-07-01 | 14.4775434491634000 |
| 2015-08-01 | 14.1775561639141990 |
| 2015-09-01 | 13.8178138328669000 |
| 2015-10-01 | 13.7694823059005990 |
| 2015-11-01 | 13.7646731673234020 |
| 2015-12-01 | 13.8541945704266000 |
| 2016-01-01 | 13.8161391272371000 |
| 2016-02-01 | 13.6798555257733000 |
| 2016-03-01 | 13.2450194307724000 |
| 2016-04-01 | 13.0412891961685000 |
| 2016-05-01 | 12.6977784455576000 |
| 2016-06-01 | 12.6537646928966000 |
| 2016-07-01 | 12.0312121841645000 |
| 2016-08-01 | 11.8951433698266980 |
| 2016-09-01 | 12.0632558394210000 |
| 2016-10-01 | 11.8106726186158000 |
| 2016-11-01 | 11.4425529850338010 |
| 2016-12-01 | 11.3380158108098000 |
| 2017-01-01 | 11.7362296327365000 |
| 2017-02-01 | 11.7991285597005000 |
| 2017-03-01 | 12.1019751522855000 |
| 2017-04-01 | 12.3426746870986990 |
| 2017-05-01 | 12.5662609514272000 |
| 2017-06-01 | 12.6475132355696000 |
| 2017-07-01 | 13.1163847040718000 |
| 2017-08-01 | 13.2256155237600000 |
| 2017-09-01 | 13.2875860949601010 |
| 2017-10-01 | 13.3516286781396010 |
| 2017-11-01 | 13.3867712932284000 |
| 2017-12-01 | 13.5247562197488000 |
| 2018-01-01 | 13.7063998594368000 |
| 2018-02-01 | 13.9456967343615010 |
| 2018-03-01 | 14.1072570116343000 |
| 2018-04-01 | 14.4211569805483000 |
| 2018-05-01 | 14.3944141005954000 |
| 2018-06-01 | 14.8849706718172000 |
| 2018-07-01 | 14.8162403270907000 |
| 2018-08-01 | 14.9745539461141000 |
| 2018-09-01 | 15.0510054410723020 |
| 2018-10-01 | 15.2883267596368010 |
| 2018-11-01 | 15.5107095284623000 |
| 2018-12-01 | 15.5003991165240010 |
| 2019-01-01 | 15.5872661207540020 |
| 2019-02-01 | 15.5697341394977000 |
| 2019-03-01 | 15.6825807732293000 |
| 2019-04-01 | 15.6807772721833980 |
| 2019-05-01 | 15.7734834529229000 |
| 2019-06-01 | 15.9445069620071980 |
| 2019-07-01 | 15.9735511787403010 |
| 2019-08-01 | 16.0813646841681970 |
| 2019-09-01 | 16.1208043944030000 |
| 2019-10-01 | 15.8431057292445980 |
| 2019-11-01 | 15.8178172457863990 |
| 2019-12-01 | 15.8028802624542000 |
| 2020-01-01 | 15.4197704015275000 |
| 2020-02-01 | 15.7498420158543020 |
| 2020-03-01 | 14.9371785489568010 |
| 2020-04-01 | 12.0139682384751990 |
| 2020-05-01 | 12.1160451794736980 |
| 2020-06-01 | 13.2711361310201000 |
| 2020-07-01 | 13.5391677311540980 |
| 2020-08-01 | 14.1184638019024000 |
| 2020-09-01 | 13.9027120690374990 |
| 2020-10-01 | 14.1094959497496980 |
| 2020-11-01 | 14.3404757917236000 |
| 2020-12-01 | 14.6277290928048980 |
| 2021-01-01 | 14.6253134318821000 |
| 2021-02-01 | 14.5755930808058000 |
| 2021-03-01 | 15.2063074903461000 |
| 2021-04-01 | 15.0306202458055990 |
| 2021-05-01 | 15.0505662533776000 |
| 2021-06-01 | 14.8772288605610990 |
| 2021-07-01 | 15.1172882790710990 |
| 2021-08-01 | 15.0448683502060980 |
| 2021-09-01 | 14.8934654041289000 |
| 2021-10-01 | 15.5006952098706010 |
| 2021-11-01 | 15.4045767611053020 |
| 2021-12-01 | 15.5885320398321000 |
| 2022-01-01 | 15.3970893106037000 |
| 2022-02-01 | 15.3925044258871000 |
| 2022-03-01 | 15.4588318297070000 |
| 2022-04-01 | 15.3361635781340000 |
| 2022-05-01 | 15.7003753134505980 |
| 2022-06-01 | 15.3761558414031980 |
| 2022-07-01 | 15.0704419166035010 |
| 2022-08-01 | 15.2274086036173000 |
| 2022-09-01 | 15.9075120738173010 |
| 2022-10-01 | 15.5947723342154010 |
| 2022-11-01 | 16.0062792871260000 |
| 2022-12-01 | 15.7483338726676990 |
| 2023-01-01 | 16.6704989595050000 |
| 2023-02-01 | 16.5151191236087000 |
| 2023-03-01 | 16.0353809708684030 |
| 2023-04-01 | 16.2662001949688000 |
| 2023-05-01 | 15.7614690593638010 |
| 2023-06-01 | 15.4124250506625980 |
| 2023-07-01 | 14.9160672538676000 |
| 2023-08-01 | 15.2648530649615000 |
| 2023-09-01 | 16.1131590563910000 |
| 2023-10-01 | 16.0199035942211980 |
| 2023-11-01 | 15.4226924952401000 |
| 2023-12-01 | 15.2068577664399010 |
| 2024-01-01 | 15.2367598720374020 |
| 2024-02-01 | 15.3530649308717000 |
| 2024-03-01 | 15.4251713039546980 |
| 2024-04-01 | 15.6182923930928010 |
| 2024-05-01 | 15.6559354747153000 |
| 2024-06-01 | 15.8264268612564010 |
| 2024-07-01 | 15.9370610577655000 |
| 2024-08-01 | 15.9699307408885000 |
| 2024-09-01 | 15.4096771638129000 |
| 2024-10-01 | 15.4351499589270000 |
| 2024-11-01 | 15.3440553438933020 |
