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 2025-12-01 |
| Last Updated | 2026-01-28 2:19 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 | 7.47832786997275 |
| 1990-02-01 | 7.54043488782210 |
| 1990-03-01 | 7.54024866980740 |
| 1990-04-01 | 7.75317560425040 |
| 1990-05-01 | 7.70802977711008 |
| 1990-06-01 | 8.02386159342986 |
| 1990-07-01 | 7.96828095915331 |
| 1990-08-01 | 7.98994656773682 |
| 1990-09-01 | 8.81449023877338 |
| 1990-10-01 | 7.58290601495521 |
| 1990-11-01 | 8.22920143005752 |
| 1990-12-01 | 8.94697726110842 |
| 1991-01-01 | 8.00116751821800 |
| 1991-02-01 | 7.95933676235278 |
| 1991-03-01 | 7.86034044558796 |
| 1991-04-01 | 7.33356869650926 |
| 1991-05-01 | 7.28519891133645 |
| 1991-06-01 | 7.02470978991416 |
| 1991-07-01 | 6.76550863625730 |
| 1991-08-01 | 7.10012649525648 |
| 1991-09-01 | 6.28887800021181 |
| 1991-10-01 | 6.79141239299337 |
| 1991-11-01 | 7.03826561790234 |
| 1991-12-01 | 6.83535573201590 |
| 1992-01-01 | 7.12144880253930 |
| 1992-02-01 | 7.07966453965316 |
| 1992-03-01 | 7.25955638207558 |
| 1992-04-01 | 7.32818236578740 |
| 1992-05-01 | 7.34529511636011 |
| 1992-06-01 | 6.84584958900335 |
| 1992-07-01 | 7.86675696697493 |
| 1992-08-01 | 7.80587528862050 |
| 1992-09-01 | 7.75651895959277 |
| 1992-10-01 | 7.80909898972543 |
| 1992-11-01 | 7.73909577085303 |
| 1992-12-01 | 7.94113306872209 |
| 1993-01-01 | 8.12769531907822 |
| 1993-02-01 | 8.28813885127246 |
| 1993-03-01 | 7.95095798934655 |
| 1993-04-01 | 8.53265500862283 |
| 1993-05-01 | 8.62658785680927 |
| 1993-06-01 | 8.66686782637056 |
| 1993-07-01 | 8.58296535135003 |
| 1993-08-01 | 8.09921107677607 |
| 1993-09-01 | 8.09083308407640 |
| 1993-10-01 | 8.41590779340561 |
| 1993-11-01 | 8.16096663692896 |
| 1993-12-01 | 8.25886551807241 |
| 1994-01-01 | 7.43954772831582 |
| 1994-02-01 | 7.59088336850117 |
| 1994-03-01 | 7.75225233988582 |
| 1994-04-01 | 8.24284315739717 |
| 1994-05-01 | 8.29123948633567 |
| 1994-06-01 | 8.36420203573339 |
| 1994-07-01 | 8.61556369408605 |
| 1994-08-01 | 8.81198687147917 |
| 1994-09-01 | 9.22401213945867 |
| 1994-10-01 | 8.79403133487972 |
| 1994-11-01 | 9.08619661760925 |
| 1994-12-01 | 9.35383609814767 |
| 1995-01-01 | 9.66447042223870 |
| 1995-02-01 | 10.20869274453570 |
| 1995-03-01 | 9.97254257718881 |
| 1995-04-01 | 9.56954819513525 |
| 1995-05-01 | 9.76729673188339 |
| 1995-06-01 | 9.66260661115619 |
| 1995-07-01 | 9.94569923995708 |
| 1995-08-01 | 10.18357649041310 |
| 1995-09-01 | 10.39895733965200 |
| 1995-10-01 | 10.87048794374710 |
| 1995-11-01 | 11.64817041325680 |
| 1995-12-01 | 11.56511769675060 |
| 1996-01-01 | 12.41359919762520 |
| 1996-02-01 | 12.62587999091560 |
| 1996-03-01 | 12.57047416364810 |
| 1996-04-01 | 11.62539651871040 |
| 1996-05-01 | 12.35548730685460 |
| 1996-06-01 | 12.75601272528610 |
| 1996-07-01 | 12.57065044870660 |
| 1996-08-01 | 13.03018880720370 |
| 1996-09-01 | 12.98945054090850 |
| 1996-10-01 | 13.21944121928410 |
| 1996-11-01 | 13.05787974538750 |
| 1996-12-01 | 13.06762918934950 |
| 1997-01-01 | 13.10043756801700 |
| 1997-02-01 | 13.28320312673580 |
| 1997-03-01 | 13.48755241653680 |
| 1997-04-01 | 14.31676517541460 |
| 1997-05-01 | 14.76962643157600 |
| 1997-06-01 | 14.64488028048840 |
| 1997-07-01 | 14.53417793789400 |
| 1997-08-01 | 14.23249252888500 |
| 1997-09-01 | 14.55333794280470 |
| 1997-10-01 | 14.65923910538250 |
| 1997-11-01 | 14.56797688820920 |
| 1997-12-01 | 15.28342865840400 |
| 1998-01-01 | 15.32363329076510 |
| 1998-02-01 | 15.39129277894730 |
| 1998-03-01 | 15.54507213075940 |
| 1998-04-01 | 15.66559895338780 |
| 1998-05-01 | 16.17425282057080 |
| 1998-06-01 | 15.98868956907180 |
| 1998-07-01 | 17.17778516615940 |
| 1998-08-01 | 16.87067224855930 |
| 1998-09-01 | 17.05112173566590 |
| 1998-10-01 | 16.88408539591630 |
| 1998-11-01 | 16.95636221527870 |
| 1998-12-01 | 17.16461007081400 |
| 1999-01-01 | 17.75909988313630 |
| 1999-02-01 | 18.32707977166930 |
| 1999-03-01 | 18.51742607782630 |
| 1999-04-01 | 18.29644173345660 |
| 1999-05-01 | 17.97304318028120 |
| 1999-06-01 | 18.56710043000400 |
| 1999-07-01 | 18.50104474711040 |
| 1999-08-01 | 18.88456441524120 |
| 1999-09-01 | 18.83992185797630 |
| 1999-10-01 | 19.36925789176580 |
| 1999-11-01 | 19.73584932002630 |
| 1999-12-01 | 19.96123070083620 |
| 2000-01-01 | 18.87938822251560 |
| 2000-02-01 | 18.84119059784100 |
| 2000-03-01 | 19.07429265782540 |
| 2000-04-01 | 18.89867221761760 |
| 2000-05-01 | 19.35352422843020 |
| 2000-06-01 | 19.44279002191380 |
| 2000-07-01 | 19.84121146384360 |
| 2000-08-01 | 19.42565003806890 |
| 2000-09-01 | 19.52470416789720 |
| 2000-10-01 | 19.16342101072060 |
| 2000-11-01 | 19.08956423676590 |
| 2000-12-01 | 18.95972910131640 |
| 2001-01-01 | 19.14242368182420 |
| 2001-02-01 | 18.92133220005600 |
| 2001-03-01 | 19.03642029184860 |
| 2001-04-01 | 19.60545998224260 |
| 2001-05-01 | 19.40815645506180 |
| 2001-06-01 | 20.03315921125000 |
| 2001-07-01 | 19.45307065983940 |
| 2001-08-01 | 19.78249200428710 |
| 2001-09-01 | 20.16237171627510 |
| 2001-10-01 | 18.37937627748260 |
| 2001-11-01 | 18.16274988217900 |
| 2001-12-01 | 18.49295792996190 |
| 2002-01-01 | 17.96118994136930 |
| 2002-02-01 | 18.76934081805930 |
| 2002-03-01 | 19.00575434895470 |
| 2002-04-01 | 18.57045884687680 |
| 2002-05-01 | 18.13714007156640 |
| 2002-06-01 | 17.77170777187050 |
| 2002-07-01 | 15.59207119753800 |
| 2002-08-01 | 15.67790331895750 |
| 2002-09-01 | 15.56505873484330 |
| 2002-10-01 | 14.91965085366490 |
| 2002-11-01 | 15.18283079268180 |
| 2002-12-01 | 14.82237260640520 |
| 2003-01-01 | 13.92165169274450 |
| 2003-02-01 | 13.76479614222580 |
| 2003-03-01 | 13.42731481952130 |
| 2003-04-01 | 13.15804358810230 |
| 2003-05-01 | 13.38145228046310 |
| 2003-06-01 | 12.92708141646970 |
| 2003-07-01 | 13.01838193320890 |
| 2003-08-01 | 12.96869687062490 |
| 2003-09-01 | 12.76207768125110 |
| 2003-10-01 | 13.31303738850400 |
| 2003-11-01 | 13.32528389875350 |
| 2003-12-01 | 13.77589056251900 |
| 2004-01-01 | 14.66053261344780 |
| 2004-02-01 | 14.70707977435840 |
| 2004-03-01 | 14.99658324240900 |
| 2004-04-01 | 16.25333047226380 |
| 2004-05-01 | 16.05093536869280 |
| 2004-06-01 | 15.56848507734500 |
| 2004-07-01 | 16.80281519194150 |
| 2004-08-01 | 16.48755944628600 |
| 2004-09-01 | 16.55418799858430 |
| 2004-10-01 | 16.99702937002130 |
| 2004-11-01 | 16.75857657661340 |
| 2004-12-01 | 16.40334334510200 |
| 2005-01-01 | 15.88464645843070 |
| 2005-02-01 | 16.33676448292540 |
| 2005-03-01 | 16.23757916262470 |
| 2005-04-01 | 18.26612613006410 |
| 2005-05-01 | 18.14687828682050 |
| 2005-06-01 | 18.45281598080240 |
| 2005-07-01 | 18.20371853401400 |
| 2005-08-01 | 18.45244787509240 |
| 2005-09-01 | 18.29088279712750 |
| 2005-10-01 | 18.15533915625460 |
| 2005-11-01 | 18.46897438693980 |
| 2005-12-01 | 18.49891530950880 |
| 2006-01-01 | 18.41695176487630 |
| 2006-02-01 | 18.25763971717000 |
| 2006-03-01 | 18.28269345932750 |
| 2006-04-01 | 17.86520860361540 |
| 2006-05-01 | 17.67922383542310 |
| 2006-06-01 | 17.87006761713800 |
| 2006-07-01 | 17.67036375435110 |
| 2006-08-01 | 17.73780583698590 |
| 2006-09-01 | 17.08242504816610 |
| 2006-10-01 | 16.77218389376780 |
| 2006-11-01 | 16.67613109007000 |
| 2006-12-01 | 16.65185998422250 |
| 2007-01-01 | 17.33909318780220 |
| 2007-02-01 | 17.56320352175130 |
| 2007-03-01 | 17.82697919445770 |
| 2007-04-01 | 18.07178882127100 |
| 2007-05-01 | 18.24655493114810 |
| 2007-06-01 | 18.26843477391170 |
| 2007-07-01 | 17.93644343029720 |
| 2007-08-01 | 18.20501677515440 |
| 2007-09-01 | 18.48676065412680 |
| 2007-10-01 | 18.13639131340140 |
| 2007-11-01 | 18.15004012509830 |
| 2007-12-01 | 17.86991812498610 |
| 2008-01-01 | 17.37795714652720 |
| 2008-02-01 | 17.19504784166310 |
| 2008-03-01 | 17.01988096488710 |
| 2008-04-01 | 16.76129277125090 |
| 2008-05-01 | 16.67616666380310 |
| 2008-06-01 | 16.28942535663250 |
| 2008-07-01 | 16.10789612244140 |
| 2008-08-01 | 15.85127333304850 |
| 2008-09-01 | 16.04892103389730 |
| 2008-10-01 | 15.77832654147580 |
| 2008-11-01 | 15.61479731639550 |
| 2008-12-01 | 15.48691228551040 |
| 2009-01-01 | 14.69601351877080 |
| 2009-02-01 | 14.44065736437960 |
| 2009-03-01 | 13.93297035164390 |
| 2009-04-01 | 13.44341720294770 |
| 2009-05-01 | 12.89320237683860 |
| 2009-06-01 | 12.78800422056350 |
| 2009-07-01 | 12.76426624159130 |
| 2009-08-01 | 12.48808606455540 |
| 2009-09-01 | 12.68359002483790 |
| 2009-10-01 | 12.51108027093800 |
| 2009-11-01 | 12.25806598153690 |
| 2009-12-01 | 12.40132764795000 |
| 2010-01-01 | 13.03707306200820 |
| 2010-02-01 | 13.10991786025040 |
| 2010-03-01 | 13.14838732063290 |
| 2010-04-01 | 13.19834163061500 |
| 2010-05-01 | 13.39016663055140 |
| 2010-06-01 | 13.53324928036220 |
| 2010-07-01 | 14.23416351461880 |
| 2010-08-01 | 14.51105936293310 |
| 2010-09-01 | 14.36327065066480 |
| 2010-10-01 | 14.88384282124980 |
| 2010-11-01 | 14.71475518304960 |
| 2010-12-01 | 14.62363305112470 |
| 2011-01-01 | 14.35731588922830 |
| 2011-02-01 | 14.07431965156270 |
| 2011-03-01 | 14.03092989681460 |
| 2011-04-01 | 14.46171615847480 |
| 2011-05-01 | 14.59096295369430 |
| 2011-06-01 | 14.35590775045540 |
| 2011-07-01 | 14.29777876143130 |
| 2011-08-01 | 14.33897267425220 |
| 2011-09-01 | 14.05987029458920 |
| 2011-10-01 | 13.97305805165490 |
| 2011-11-01 | 13.67687135438480 |
| 2011-12-01 | 14.13203149920610 |
| 2012-01-01 | 14.46424342185900 |
| 2012-02-01 | 14.55687230578330 |
| 2012-03-01 | 14.52800561258830 |
| 2012-04-01 | 14.32452994164140 |
| 2012-05-01 | 14.15942989516560 |
| 2012-06-01 | 14.58542853361030 |
| 2012-07-01 | 14.15012156556270 |
| 2012-08-01 | 14.18640724799030 |
| 2012-09-01 | 14.22927469164430 |
| 2012-10-01 | 14.08859191316710 |
| 2012-11-01 | 14.35832073524120 |
| 2012-12-01 | 14.33954088108760 |
| 2013-01-01 | 14.04376267521650 |
| 2013-02-01 | 14.41342224312460 |
| 2013-03-01 | 14.72491479074890 |
| 2013-04-01 | 14.81764165685590 |
| 2013-05-01 | 14.86062525563740 |
| 2013-06-01 | 15.41599412348930 |
| 2013-07-01 | 14.69598854321180 |
| 2013-08-01 | 14.46412562146270 |
| 2013-09-01 | 14.62244424835340 |
| 2013-10-01 | 15.17935325527730 |
| 2013-11-01 | 15.64779411666610 |
| 2013-12-01 | 15.24303222362160 |
| 2014-01-01 | 15.24105189336840 |
| 2014-02-01 | 15.28565026189030 |
| 2014-03-01 | 15.44645894421660 |
| 2014-04-01 | 15.42289517309130 |
| 2014-05-01 | 15.48031954842140 |
| 2014-06-01 | 15.37020794714000 |
| 2014-07-01 | 15.49651456105390 |
| 2014-08-01 | 15.52816516409800 |
| 2014-09-01 | 15.64929942393920 |
| 2014-10-01 | 15.64273314586960 |
| 2014-11-01 | 16.16849116579970 |
| 2014-12-01 | 15.58790536961560 |
| 2015-01-01 | 15.55202988033700 |
| 2015-02-01 | 15.05635280919510 |
| 2015-03-01 | 14.68046530669350 |
| 2015-04-01 | 14.43278719345120 |
| 2015-05-01 | 14.54405555636430 |
| 2015-06-01 | 14.11563427274700 |
| 2015-07-01 | 14.47745921010510 |
| 2015-08-01 | 14.17787202406090 |
| 2015-09-01 | 13.82245465857120 |
| 2015-10-01 | 13.77045847288890 |
| 2015-11-01 | 13.76671231675510 |
| 2015-12-01 | 13.85521487972410 |
| 2016-01-01 | 13.81400319757140 |
| 2016-02-01 | 13.67671572502690 |
| 2016-03-01 | 13.24149534547020 |
| 2016-04-01 | 13.03823309259180 |
| 2016-05-01 | 12.69589374629960 |
| 2016-06-01 | 12.65483997142020 |
| 2016-07-01 | 12.03212183002630 |
| 2016-08-01 | 11.89719269883330 |
| 2016-09-01 | 12.07024197278150 |
| 2016-10-01 | 11.81430846180300 |
| 2016-11-01 | 11.44712460270980 |
| 2016-12-01 | 11.34171231666930 |
| 2017-01-01 | 11.73699352404560 |
| 2017-02-01 | 11.78309706460080 |
| 2017-03-01 | 12.08868113583020 |
| 2017-04-01 | 12.33950004923030 |
| 2017-05-01 | 12.56654491678020 |
| 2017-06-01 | 12.65092032729910 |
| 2017-07-01 | 13.11778279333070 |
| 2017-08-01 | 13.23856775872450 |
| 2017-09-01 | 13.29486982052960 |
| 2017-10-01 | 13.35609475612100 |
| 2017-11-01 | 13.39270744359210 |
| 2017-12-01 | 13.53051681836910 |
| 2018-01-01 | 13.70957554608950 |
| 2018-02-01 | 13.91370021131060 |
| 2018-03-01 | 14.08438802969520 |
| 2018-04-01 | 14.41837800600960 |
| 2018-05-01 | 14.39787902681010 |
| 2018-06-01 | 14.89157878755290 |
| 2018-07-01 | 14.82019454064720 |
| 2018-08-01 | 15.00028745414990 |
| 2018-09-01 | 15.05841858699990 |
| 2018-10-01 | 15.29390847114760 |
| 2018-11-01 | 15.51684422987020 |
| 2018-12-01 | 15.50602812572720 |
| 2019-01-01 | 15.59054310391360 |
| 2019-02-01 | 15.51939934899240 |
| 2019-03-01 | 15.64847962953450 |
| 2019-04-01 | 15.67831738805520 |
| 2019-05-01 | 15.78186428579140 |
| 2019-06-01 | 15.95732745418820 |
| 2019-07-01 | 15.98442869439880 |
| 2019-08-01 | 16.12468293477690 |
| 2019-09-01 | 16.13323838623140 |
| 2019-10-01 | 15.84648134726970 |
| 2019-11-01 | 15.82446850027080 |
| 2019-12-01 | 15.78760951046410 |
| 2020-01-01 | 15.42164492181290 |
| 2020-02-01 | 15.69483035836300 |
| 2020-03-01 | 14.88266924785530 |
| 2020-04-01 | 12.00996010073180 |
| 2020-05-01 | 12.12843956334060 |
| 2020-06-01 | 13.28833800950740 |
| 2020-07-01 | 13.58488084519320 |
| 2020-08-01 | 14.16676495322730 |
| 2020-09-01 | 13.92933103615780 |
| 2020-10-01 | 14.12136470202910 |
| 2020-11-01 | 14.33721069829620 |
| 2020-12-01 | 14.58840413881130 |
| 2021-01-01 | 14.62024523086910 |
| 2021-02-01 | 14.51175268553690 |
| 2021-03-01 | 15.11657965884450 |
| 2021-04-01 | 15.02359120777950 |
| 2021-05-01 | 15.04796955795270 |
| 2021-06-01 | 14.90357057518270 |
| 2021-07-01 | 15.23262373180680 |
| 2021-08-01 | 15.12716011625330 |
| 2021-09-01 | 14.92676819018170 |
| 2021-10-01 | 15.52483089084930 |
| 2021-11-01 | 15.36255551846900 |
| 2021-12-01 | 15.50541452131730 |
| 2022-01-01 | 15.38802467528900 |
| 2022-02-01 | 15.33872672678140 |
| 2022-03-01 | 15.35102135468530 |
| 2022-04-01 | 15.32442955897830 |
| 2022-05-01 | 15.66053617393930 |
| 2022-06-01 | 15.40276624268400 |
| 2022-07-01 | 15.25785623625930 |
| 2022-08-01 | 15.23192889531120 |
| 2022-09-01 | 15.76231038129300 |
| 2022-10-01 | 15.44568247102470 |
| 2022-11-01 | 15.52761873864530 |
| 2022-12-01 | 15.22377840220280 |
| 2023-01-01 | 16.14643167466880 |
| 2023-02-01 | 15.87253455818400 |
| 2023-03-01 | 15.32146871501470 |
| 2023-04-01 | 15.35683263483380 |
| 2023-05-01 | 14.68060577366060 |
| 2023-06-01 | 14.42582044800110 |
| 2023-07-01 | 14.25489098554310 |
| 2023-08-01 | 14.48859080816840 |
| 2023-09-01 | 15.19105504834700 |
| 2023-10-01 | 14.59954149520100 |
| 2023-11-01 | 14.62313366863580 |
| 2023-12-01 | 14.23826049675530 |
| 2024-01-01 | 14.40354368128650 |
| 2024-02-01 | 14.42898794601150 |
| 2024-03-01 | 14.31475314577050 |
| 2024-04-01 | 14.11062647299150 |
| 2024-05-01 | 13.94563613320410 |
| 2024-06-01 | 13.51536159977190 |
| 2024-07-01 | 12.90234215060010 |
| 2024-08-01 | 12.97895656682040 |
| 2024-09-01 | 12.92295050131040 |
| 2024-10-01 | 12.74766384506240 |
| 2024-11-01 | 12.94392476632860 |
| 2024-12-01 | 12.84727150176900 |
| 2025-01-01 | 12.58005994359870 |
| 2025-02-01 | 12.49867868945970 |
| 2025-03-01 | 12.52559958513120 |
| 2025-04-01 | 12.70418968876300 |
| 2025-05-01 | 13.03203997246890 |
| 2025-06-01 | 13.27621032440380 |
| 2025-07-01 | 13.31031850754350 |
| 2025-08-01 | 13.35318998701110 |
| 2025-09-01 | 12.94288386842150 |
| 2025-10-01 | 12.99382691630350 |
| 2025-11-01 | 12.76750481239940 |
| 2025-12-01 | 13.04006625010220 |