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 2026-04-01 |
| Last Updated | 2026-05-26 1:14 PM 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 | 7.47833078283831 |
| 1990-02-01 | 7.54043797294124 |
| 1990-03-01 | 7.54025160681255 |
| 1990-04-01 | 7.75317772673804 |
| 1990-05-01 | 7.70803086542071 |
| 1990-06-01 | 8.02386146357647 |
| 1990-07-01 | 7.96827956750306 |
| 1990-08-01 | 7.98994272869221 |
| 1990-09-01 | 8.81448374585562 |
| 1990-10-01 | 7.58290199411192 |
| 1990-11-01 | 8.22919920113877 |
| 1990-12-01 | 8.94697650661036 |
| 1991-01-01 | 8.00117997651081 |
| 1991-02-01 | 7.95933945788421 |
| 1991-03-01 | 7.86034340593109 |
| 1991-04-01 | 7.33357097462274 |
| 1991-05-01 | 7.28520003016790 |
| 1991-06-01 | 7.02470947261507 |
| 1991-07-01 | 6.76550627437093 |
| 1991-08-01 | 7.10012088322746 |
| 1991-09-01 | 6.28886624775020 |
| 1991-10-01 | 6.79140666658079 |
| 1991-11-01 | 7.03826213801459 |
| 1991-12-01 | 6.83535397617569 |
| 1992-01-01 | 7.12147145143781 |
| 1992-02-01 | 7.07967572508386 |
| 1992-03-01 | 7.25955914905616 |
| 1992-04-01 | 7.32818384639281 |
| 1992-05-01 | 7.34529491969734 |
| 1992-06-01 | 6.84584781842346 |
| 1992-07-01 | 7.86675244967273 |
| 1992-08-01 | 7.80586600872325 |
| 1992-09-01 | 7.75649978356274 |
| 1992-10-01 | 7.80908805172585 |
| 1992-11-01 | 7.73908539262515 |
| 1992-12-01 | 7.94112259820030 |
| 1993-01-01 | 8.12774956704218 |
| 1993-02-01 | 8.28817380251501 |
| 1993-03-01 | 7.95095307077968 |
| 1993-04-01 | 8.53265523868098 |
| 1993-05-01 | 8.62658147017056 |
| 1993-06-01 | 8.66685959788436 |
| 1993-07-01 | 8.58295426536817 |
| 1993-08-01 | 8.09919574557154 |
| 1993-09-01 | 8.09080571389528 |
| 1993-10-01 | 8.41589264789930 |
| 1993-11-01 | 8.16095294921712 |
| 1993-12-01 | 8.25885230326664 |
| 1994-01-01 | 7.43963000188429 |
| 1994-02-01 | 7.59094877045743 |
| 1994-03-01 | 7.75224487225741 |
| 1994-04-01 | 8.24284448003894 |
| 1994-05-01 | 8.29121488126366 |
| 1994-06-01 | 8.36418353690915 |
| 1994-07-01 | 8.61554084063287 |
| 1994-08-01 | 8.81196144258003 |
| 1994-09-01 | 9.22397946603117 |
| 1994-10-01 | 8.79401498919070 |
| 1994-11-01 | 9.08618461102515 |
| 1994-12-01 | 9.35382460312321 |
| 1995-01-01 | 9.66458508827225 |
| 1995-02-01 | 10.20878372505750 |
| 1995-03-01 | 9.97253474908513 |
| 1995-04-01 | 9.56955486115034 |
| 1995-05-01 | 9.76726224104822 |
| 1995-06-01 | 9.66258735820215 |
| 1995-07-01 | 9.94559618248637 |
| 1995-08-01 | 10.18355054292050 |
| 1995-09-01 | 10.39892283384150 |
| 1995-10-01 | 10.87046755492010 |
| 1995-11-01 | 11.64815470875090 |
| 1995-12-01 | 11.56521608716970 |
| 1996-01-01 | 12.41371061563720 |
| 1996-02-01 | 12.62598450379810 |
| 1996-03-01 | 12.57048183248080 |
| 1996-04-01 | 11.62541055082900 |
| 1996-05-01 | 12.35544141887210 |
| 1996-06-01 | 12.75595774424870 |
| 1996-07-01 | 12.57042132034100 |
| 1996-08-01 | 13.03011723650020 |
| 1996-09-01 | 12.98938731098140 |
| 1996-10-01 | 13.21941178099960 |
| 1996-11-01 | 13.05795082258880 |
| 1996-12-01 | 13.06789961000500 |
| 1997-01-01 | 13.10056009814770 |
| 1997-02-01 | 13.28336227964900 |
| 1997-03-01 | 13.48760947602520 |
| 1997-04-01 | 14.31678866488510 |
| 1997-05-01 | 14.76954245435670 |
| 1997-06-01 | 14.64471491870030 |
| 1997-07-01 | 14.53372902871220 |
| 1997-08-01 | 14.23229298625830 |
| 1997-09-01 | 14.55320343277210 |
| 1997-10-01 | 14.65921318377280 |
| 1997-11-01 | 14.56819893666870 |
| 1997-12-01 | 15.28396757060550 |
| 1998-01-01 | 15.32383905328830 |
| 1998-02-01 | 15.39157792233720 |
| 1998-03-01 | 15.54527368288140 |
| 1998-04-01 | 15.66569021885870 |
| 1998-05-01 | 16.17412736329890 |
| 1998-06-01 | 15.98835494089270 |
| 1998-07-01 | 17.17704366289830 |
| 1998-08-01 | 16.86991858545270 |
| 1998-09-01 | 17.05020789904240 |
| 1998-10-01 | 16.88472786431090 |
| 1998-11-01 | 16.95711679494480 |
| 1998-12-01 | 17.16546484864990 |
| 1999-01-01 | 17.75947027926270 |
| 1999-02-01 | 18.32743131979600 |
| 1999-03-01 | 18.51790226561630 |
| 1999-04-01 | 18.29649355443930 |
| 1999-05-01 | 17.97282385299420 |
| 1999-06-01 | 18.56660076810410 |
| 1999-07-01 | 18.49988538072530 |
| 1999-08-01 | 18.88318499927880 |
| 1999-09-01 | 18.83820892080670 |
| 1999-10-01 | 19.37059840503450 |
| 1999-11-01 | 19.73712161598570 |
| 1999-12-01 | 19.96244265072510 |
| 2000-01-01 | 18.88000569501170 |
| 2000-02-01 | 18.84163027751080 |
| 2000-03-01 | 19.07503038172530 |
| 2000-04-01 | 18.89865998293500 |
| 2000-05-01 | 19.35319044882690 |
| 2000-06-01 | 19.44211904632970 |
| 2000-07-01 | 19.83972168471430 |
| 2000-08-01 | 19.42366014615450 |
| 2000-09-01 | 19.52220398270650 |
| 2000-10-01 | 19.16546191473870 |
| 2000-11-01 | 19.09134260097530 |
| 2000-12-01 | 18.96116170240900 |
| 2001-01-01 | 19.14329096548750 |
| 2001-02-01 | 18.92183049760930 |
| 2001-03-01 | 19.03733846428820 |
| 2001-04-01 | 19.60527582571280 |
| 2001-05-01 | 19.40771105164650 |
| 2001-06-01 | 20.03237813035480 |
| 2001-07-01 | 19.45132179329300 |
| 2001-08-01 | 19.78036220160120 |
| 2001-09-01 | 20.15982437127410 |
| 2001-10-01 | 18.38146416433960 |
| 2001-11-01 | 18.16457627624350 |
| 2001-12-01 | 18.49441309773390 |
| 2002-01-01 | 17.96228014902740 |
| 2002-02-01 | 18.76997121896080 |
| 2002-03-01 | 19.00680161463350 |
| 2002-04-01 | 18.57007309308400 |
| 2002-05-01 | 18.13660141847940 |
| 2002-06-01 | 17.77088981415110 |
| 2002-07-01 | 15.59032172661780 |
| 2002-08-01 | 15.67583946549790 |
| 2002-09-01 | 15.56256877342230 |
| 2002-10-01 | 14.92176739047200 |
| 2002-11-01 | 15.18458403038160 |
| 2002-12-01 | 14.82367173898300 |
| 2003-01-01 | 13.92278572163690 |
| 2003-02-01 | 13.76541443717380 |
| 2003-03-01 | 13.42837990226620 |
| 2003-04-01 | 13.15740631025110 |
| 2003-05-01 | 13.38086191283190 |
| 2003-06-01 | 12.92634391923230 |
| 2003-07-01 | 13.01677086644230 |
| 2003-08-01 | 12.96718602068300 |
| 2003-09-01 | 12.76038362451000 |
| 2003-10-01 | 13.31451198876480 |
| 2003-11-01 | 13.32654297916010 |
| 2003-12-01 | 13.77694128012150 |
| 2004-01-01 | 14.66156675405710 |
| 2004-02-01 | 14.70769578993700 |
| 2004-03-01 | 14.99750697069640 |
| 2004-04-01 | 16.25258694941770 |
| 2004-05-01 | 16.05035094687440 |
| 2004-06-01 | 15.56785123452210 |
| 2004-07-01 | 16.80157165385320 |
| 2004-08-01 | 16.48667588426450 |
| 2004-09-01 | 16.55331112660150 |
| 2004-10-01 | 16.99783608661460 |
| 2004-11-01 | 16.75935138504340 |
| 2004-12-01 | 16.40408695920820 |
| 2005-01-01 | 15.88543434472970 |
| 2005-02-01 | 16.33728767428230 |
| 2005-03-01 | 16.23824517435880 |
| 2005-04-01 | 18.26542675302520 |
| 2005-05-01 | 18.14639088373900 |
| 2005-06-01 | 18.45232345983030 |
| 2005-07-01 | 18.20284071698730 |
| 2005-08-01 | 18.45217043611540 |
| 2005-09-01 | 18.29079827399150 |
| 2005-10-01 | 18.15546141480610 |
| 2005-11-01 | 18.46926207584770 |
| 2005-12-01 | 18.49936814294180 |
| 2006-01-01 | 18.41749345542270 |
| 2006-02-01 | 18.25809585213320 |
| 2006-03-01 | 18.28316273086550 |
| 2006-04-01 | 17.86466827662080 |
| 2006-05-01 | 17.67884661233580 |
| 2006-06-01 | 17.86971436242380 |
| 2006-07-01 | 17.66984746323090 |
| 2006-08-01 | 17.73771673082580 |
| 2006-09-01 | 17.08242654737570 |
| 2006-10-01 | 16.77227599584780 |
| 2006-11-01 | 16.67629032767560 |
| 2006-12-01 | 16.65213301613490 |
| 2007-01-01 | 17.33939193361660 |
| 2007-02-01 | 17.56346325988530 |
| 2007-03-01 | 17.82726835733460 |
| 2007-04-01 | 18.07143942136600 |
| 2007-05-01 | 18.24630341858990 |
| 2007-06-01 | 18.26822925253800 |
| 2007-07-01 | 17.93614863418110 |
| 2007-08-01 | 18.20499296583590 |
| 2007-09-01 | 18.48678385203320 |
| 2007-10-01 | 18.13645663734690 |
| 2007-11-01 | 18.15012833294670 |
| 2007-12-01 | 17.87009728560670 |
| 2008-01-01 | 17.37809657503690 |
| 2008-02-01 | 17.19516867282620 |
| 2008-03-01 | 17.02001451995250 |
| 2008-04-01 | 16.76112763953470 |
| 2008-05-01 | 16.67600904071500 |
| 2008-06-01 | 16.28931573987720 |
| 2008-07-01 | 16.10776257534330 |
| 2008-08-01 | 15.85125746061200 |
| 2008-09-01 | 16.04893764891330 |
| 2008-10-01 | 15.77837117081670 |
| 2008-11-01 | 15.61484666614080 |
| 2008-12-01 | 15.48702782352000 |
| 2009-01-01 | 14.69606129715700 |
| 2009-02-01 | 14.44068361974090 |
| 2009-03-01 | 13.93297282887760 |
| 2009-04-01 | 13.44339621123230 |
| 2009-05-01 | 12.89315058179110 |
| 2009-06-01 | 12.78796760072840 |
| 2009-07-01 | 12.76419499392680 |
| 2009-08-01 | 12.48807915412840 |
| 2009-09-01 | 12.68359496140830 |
| 2009-10-01 | 12.51109651242590 |
| 2009-11-01 | 12.25807529661940 |
| 2009-12-01 | 12.40139141916040 |
| 2010-01-01 | 13.03708786108150 |
| 2010-02-01 | 13.10992279959990 |
| 2010-03-01 | 13.14838597805710 |
| 2010-04-01 | 13.19833522752550 |
| 2010-05-01 | 13.39014257488150 |
| 2010-06-01 | 13.53324643615400 |
| 2010-07-01 | 14.23413943954330 |
| 2010-08-01 | 14.51106043872830 |
| 2010-09-01 | 14.36326609874550 |
| 2010-10-01 | 14.88385164314600 |
| 2010-11-01 | 14.71474432265830 |
| 2010-12-01 | 14.62366086489400 |
| 2011-01-01 | 14.35732262768580 |
| 2011-02-01 | 14.07432089215400 |
| 2011-03-01 | 14.03092952562440 |
| 2011-04-01 | 14.46171467869290 |
| 2011-05-01 | 14.59095076753770 |
| 2011-06-01 | 14.35591260005670 |
| 2011-07-01 | 14.29777883973460 |
| 2011-08-01 | 14.33897349537350 |
| 2011-09-01 | 14.05985385710130 |
| 2011-10-01 | 13.97306605212880 |
| 2011-11-01 | 13.67685653080560 |
| 2011-12-01 | 14.13205081464320 |
| 2012-01-01 | 14.46425422635540 |
| 2012-02-01 | 14.55687568772390 |
| 2012-03-01 | 14.52800491059880 |
| 2012-04-01 | 14.32452539263830 |
| 2012-05-01 | 14.15941736216020 |
| 2012-06-01 | 14.58542283426570 |
| 2012-07-01 | 14.15012777617420 |
| 2012-08-01 | 14.18640578678620 |
| 2012-09-01 | 14.22925164629410 |
| 2012-10-01 | 14.08860978728080 |
| 2012-11-01 | 14.35831479294940 |
| 2012-12-01 | 14.33956439185680 |
| 2013-01-01 | 14.04378716348530 |
| 2013-02-01 | 14.41343380062930 |
| 2013-03-01 | 14.72491308929200 |
| 2013-04-01 | 14.81762751927710 |
| 2013-05-01 | 14.86060166465590 |
| 2013-06-01 | 15.41595740635670 |
| 2013-07-01 | 14.69597338262130 |
| 2013-08-01 | 14.46408840247570 |
| 2013-09-01 | 14.62248314184810 |
| 2013-10-01 | 15.17933378110900 |
| 2013-11-01 | 15.64784048552420 |
| 2013-12-01 | 15.24315312993320 |
| 2014-01-01 | 15.24106273620260 |
| 2014-02-01 | 15.28565071123640 |
| 2014-03-01 | 15.44643954213740 |
| 2014-04-01 | 15.42284818583530 |
| 2014-05-01 | 15.48024700828640 |
| 2014-06-01 | 15.37010814601340 |
| 2014-07-01 | 15.49646002227870 |
| 2014-08-01 | 15.52810417101790 |
| 2014-09-01 | 15.64944942487690 |
| 2014-10-01 | 15.64274979790350 |
| 2014-11-01 | 16.16865957960070 |
| 2014-12-01 | 15.58816357400410 |
| 2015-01-01 | 15.55201867449120 |
| 2015-02-01 | 15.05628203669760 |
| 2015-03-01 | 14.68033743232800 |
| 2015-04-01 | 14.43261999302380 |
| 2015-05-01 | 14.54388470599550 |
| 2015-06-01 | 14.11518982395350 |
| 2015-07-01 | 14.47743684387400 |
| 2015-08-01 | 14.17796472379390 |
| 2015-09-01 | 13.82297392804060 |
| 2015-10-01 | 13.77076685855680 |
| 2015-11-01 | 13.76718956055740 |
| 2015-12-01 | 13.85564387371280 |
| 2016-01-01 | 13.81383037409380 |
| 2016-02-01 | 13.67630115661180 |
| 2016-03-01 | 13.24093347995110 |
| 2016-04-01 | 13.03763964318750 |
| 2016-05-01 | 12.69541264201110 |
| 2016-06-01 | 12.65398668291460 |
| 2016-07-01 | 12.03221058049440 |
| 2016-08-01 | 11.89772812204470 |
| 2016-09-01 | 12.07150973551210 |
| 2016-10-01 | 11.81546389491080 |
| 2016-11-01 | 11.44840376883590 |
| 2016-12-01 | 11.34277088796540 |
| 2017-01-01 | 11.73725753571870 |
| 2017-02-01 | 11.78012461861800 |
| 2017-03-01 | 12.08703913398110 |
| 2017-04-01 | 12.33794621973150 |
| 2017-05-01 | 12.56548987171560 |
| 2017-06-01 | 12.65002444862500 |
| 2017-07-01 | 13.11827723281070 |
| 2017-08-01 | 13.24003194805000 |
| 2017-09-01 | 13.29745666662890 |
| 2017-10-01 | 13.35876490970060 |
| 2017-11-01 | 13.39568426936210 |
| 2017-12-01 | 13.53334136107330 |
| 2018-01-01 | 13.71152703563260 |
| 2018-02-01 | 13.90099149030290 |
| 2018-03-01 | 14.08271576856160 |
| 2018-04-01 | 14.41650129035920 |
| 2018-05-01 | 14.39649791093920 |
| 2018-06-01 | 14.89106868960180 |
| 2018-07-01 | 14.82110302385720 |
| 2018-08-01 | 15.00224881640360 |
| 2018-09-01 | 15.06164407835630 |
| 2018-10-01 | 15.30477795159820 |
| 2018-11-01 | 15.52010529465380 |
| 2018-12-01 | 15.50903675182390 |
| 2019-01-01 | 15.59261207551620 |
| 2019-02-01 | 15.49539328048710 |
| 2019-03-01 | 15.64540115539030 |
| 2019-04-01 | 15.67537738822250 |
| 2019-05-01 | 15.78024171721190 |
| 2019-06-01 | 15.95801930652590 |
| 2019-07-01 | 15.98735454550530 |
| 2019-08-01 | 16.12934261579030 |
| 2019-09-01 | 16.13948186718790 |
| 2019-10-01 | 15.86751342604980 |
| 2019-11-01 | 15.82857797948780 |
| 2019-12-01 | 15.79138886990540 |
| 2020-01-01 | 15.41959169897700 |
| 2020-02-01 | 15.65570364200440 |
| 2020-03-01 | 14.87304653859230 |
| 2020-04-01 | 12.00037298399420 |
| 2020-05-01 | 12.12464528086530 |
| 2020-06-01 | 13.29170010413060 |
| 2020-07-01 | 13.60324720427170 |
| 2020-08-01 | 14.17890058554020 |
| 2020-09-01 | 13.94100924402400 |
| 2020-10-01 | 14.16049794530540 |
| 2020-11-01 | 14.34353908966570 |
| 2020-12-01 | 14.58684828827630 |
| 2021-01-01 | 14.60707730832310 |
| 2021-02-01 | 14.45227815372790 |
| 2021-03-01 | 15.08200514774520 |
| 2021-04-01 | 15.00002209681670 |
| 2021-05-01 | 15.04833641834460 |
| 2021-06-01 | 14.91769608912700 |
| 2021-07-01 | 15.28211694372880 |
| 2021-08-01 | 15.14567664658240 |
| 2021-09-01 | 14.95066227240590 |
| 2021-10-01 | 15.58976920351840 |
| 2021-11-01 | 15.38216651697920 |
| 2021-12-01 | 15.49822284117330 |
| 2022-01-01 | 15.35707331317950 |
| 2022-02-01 | 15.25170559526730 |
| 2022-03-01 | 15.25403330936020 |
| 2022-04-01 | 15.25793052620500 |
| 2022-05-01 | 15.66472743359270 |
| 2022-06-01 | 15.45061876532100 |
| 2022-07-01 | 15.37509539593590 |
| 2022-08-01 | 15.28449120948410 |
| 2022-09-01 | 15.78913821889590 |
| 2022-10-01 | 15.53304671875750 |
| 2022-11-01 | 15.55077432268000 |
| 2022-12-01 | 15.21190040499560 |
| 2023-01-01 | 16.08533427137080 |
| 2023-02-01 | 15.75834338600270 |
| 2023-03-01 | 15.15196042919810 |
| 2023-04-01 | 15.23513141043790 |
| 2023-05-01 | 14.68948175869430 |
| 2023-06-01 | 14.51782831288810 |
| 2023-07-01 | 14.44665699503140 |
| 2023-08-01 | 14.58697877810590 |
| 2023-09-01 | 15.22524262610980 |
| 2023-10-01 | 14.70045990369290 |
| 2023-11-01 | 14.74784997404680 |
| 2023-12-01 | 14.42354362587710 |
| 2024-01-01 | 14.50726403447060 |
| 2024-02-01 | 14.59335957797030 |
| 2024-03-01 | 14.47329548024730 |
| 2024-04-01 | 14.22753430752200 |
| 2024-05-01 | 14.15341167025670 |
| 2024-06-01 | 13.95401006762900 |
| 2024-07-01 | 13.77305218053670 |
| 2024-08-01 | 13.83450630116890 |
| 2024-09-01 | 13.65763957217350 |
| 2024-10-01 | 13.55205180955360 |
| 2024-11-01 | 13.85968144953070 |
| 2024-12-01 | 14.12803610552430 |
| 2025-01-01 | 13.85045504216310 |
| 2025-02-01 | 13.84786151253630 |
| 2025-03-01 | 14.13572069946530 |
| 2025-04-01 | 14.28181292431960 |
| 2025-05-01 | 14.04205968127530 |
| 2025-06-01 | 13.84782841116690 |
| 2025-07-01 | 13.43006085212270 |
| 2025-08-01 | 13.54302374163130 |
| 2025-09-01 | 13.48322711002910 |
| 2025-10-01 | 13.49981953841990 |
| 2025-11-01 | 13.27959486619840 |
| 2025-12-01 | 13.31529807610470 |
| 2026-01-01 | 13.42058911614230 |
| 2026-02-01 | 13.24273389756850 |
| 2026-03-01 | 13.10726356335860 |
| 2026-04-01 | 13.15471369436850 |