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 2026-06-01 |
| Last Updated | 2026-07-22 10:01 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 | 7.47833028920317 |
| 1990-02-01 | 7.54043745017333 |
| 1990-03-01 | 7.54025110796422 |
| 1990-04-01 | 7.75317736705909 |
| 1990-05-01 | 7.70803068092132 |
| 1990-06-01 | 8.02386148505291 |
| 1990-07-01 | 7.96827980299960 |
| 1990-08-01 | 7.98994337854168 |
| 1990-09-01 | 8.81448484506981 |
| 1990-10-01 | 7.58290267477346 |
| 1990-11-01 | 8.22919957901162 |
| 1990-12-01 | 8.94697664040253 |
| 1991-01-01 | 8.00117786201899 |
| 1991-02-01 | 7.95933900263225 |
| 1991-03-01 | 7.86034290418620 |
| 1991-04-01 | 7.33357058936218 |
| 1991-05-01 | 7.28519984055991 |
| 1991-06-01 | 7.02470952512095 |
| 1991-07-01 | 6.76550667302096 |
| 1991-08-01 | 7.10012183171007 |
| 1991-09-01 | 6.28886823839658 |
| 1991-10-01 | 6.79140763511360 |
| 1991-11-01 | 7.03826272804672 |
| 1991-12-01 | 6.83535428170543 |
| 1992-01-01 | 7.12146760697310 |
| 1992-02-01 | 7.07967384785140 |
| 1992-03-01 | 7.25955867769357 |
| 1992-04-01 | 7.32818359215372 |
| 1992-05-01 | 7.34529494775851 |
| 1992-06-01 | 6.84584811196879 |
| 1992-07-01 | 7.86675320923900 |
| 1992-08-01 | 7.80586757623851 |
| 1992-09-01 | 7.75650303401207 |
| 1992-10-01 | 7.80908990518234 |
| 1992-11-01 | 7.73908715624562 |
| 1992-12-01 | 7.94112438762192 |
| 1993-01-01 | 8.12774037233069 |
| 1993-02-01 | 8.28816791861354 |
| 1993-03-01 | 7.95095389655486 |
| 1993-04-01 | 8.53265518401654 |
| 1993-05-01 | 8.62658253413224 |
| 1993-06-01 | 8.66686097208035 |
| 1993-07-01 | 8.58295612596530 |
| 1993-08-01 | 8.09919833066868 |
| 1993-09-01 | 8.09081035301100 |
| 1993-10-01 | 8.41589521787163 |
| 1993-11-01 | 8.16095529134627 |
| 1993-12-01 | 8.25885458711932 |
| 1994-01-01 | 7.43961609100050 |
| 1994-02-01 | 7.59093776996908 |
| 1994-03-01 | 7.75224614564256 |
| 1994-04-01 | 8.24284424756564 |
| 1994-05-01 | 8.29121881074943 |
| 1994-06-01 | 8.36418665309679 |
| 1994-07-01 | 8.61554469779354 |
| 1994-08-01 | 8.81196574816906 |
| 1994-09-01 | 9.22398502515483 |
| 1994-10-01 | 8.79401779758466 |
| 1994-11-01 | 9.08618672232154 |
| 1994-12-01 | 9.35382666205273 |
| 1995-01-01 | 9.66456574818166 |
| 1995-02-01 | 10.20876841884240 |
| 1995-03-01 | 9.97253607191237 |
| 1995-04-01 | 9.56955367325376 |
| 1995-05-01 | 9.76726755005040 |
| 1995-06-01 | 9.66259052779714 |
| 1995-07-01 | 9.94561376170186 |
| 1995-08-01 | 10.18355493578380 |
| 1995-09-01 | 10.39892874731300 |
| 1995-10-01 | 10.87047110492010 |
| 1995-11-01 | 11.64815751013590 |
| 1995-12-01 | 11.56519981964390 |
| 1996-01-01 | 12.41369179428320 |
| 1996-02-01 | 12.62596682068510 |
| 1996-03-01 | 12.57048046962920 |
| 1996-04-01 | 11.62540815026350 |
| 1996-05-01 | 12.35544749099880 |
| 1996-06-01 | 12.75596721699970 |
| 1996-07-01 | 12.57046075227280 |
| 1996-08-01 | 13.03012966692270 |
| 1996-09-01 | 12.98939832960950 |
| 1996-10-01 | 13.21941701045000 |
| 1996-11-01 | 13.05793922337350 |
| 1996-12-01 | 13.06785449045720 |
| 1997-01-01 | 13.10053863159030 |
| 1997-02-01 | 13.28333490975950 |
| 1997-03-01 | 13.48759931538340 |
| 1997-04-01 | 14.31678442810790 |
| 1997-05-01 | 14.76955400717310 |
| 1997-06-01 | 14.64474360609730 |
| 1997-07-01 | 14.53380665701620 |
| 1997-08-01 | 14.23232790982140 |
| 1997-09-01 | 14.55322715360020 |
| 1997-10-01 | 14.65921813829440 |
| 1997-11-01 | 14.56816204478340 |
| 1997-12-01 | 15.28387718491530 |
| 1998-01-01 | 15.32380241736380 |
| 1998-02-01 | 15.39152820378940 |
| 1998-03-01 | 15.54523793148050 |
| 1998-04-01 | 15.66567328821470 |
| 1998-05-01 | 16.17414364434660 |
| 1998-06-01 | 15.98841041049760 |
| 1998-07-01 | 17.17718063810340 |
| 1998-08-01 | 16.87004725722180 |
| 1998-09-01 | 17.05036414318300 |
| 1998-10-01 | 16.88461864999430 |
| 1998-11-01 | 16.95698941546400 |
| 1998-12-01 | 17.16532072754160 |
| 1999-01-01 | 17.75940429213110 |
| 1999-02-01 | 18.32736958496380 |
| 1999-03-01 | 18.51781840726120 |
| 1999-04-01 | 18.29648164121880 |
| 1999-05-01 | 17.97285397976650 |
| 1999-06-01 | 18.56668045201070 |
| 1999-07-01 | 18.50010500174950 |
| 1999-08-01 | 18.88342076745910 |
| 1999-09-01 | 18.83850153291720 |
| 1999-10-01 | 19.37036995264890 |
| 1999-11-01 | 19.73690564262960 |
| 1999-12-01 | 19.96223716389580 |
| 2000-01-01 | 18.87989646474540 |
| 2000-02-01 | 18.84155267836740 |
| 2000-03-01 | 19.07490062966290 |
| 2000-04-01 | 18.89865735527980 |
| 2000-05-01 | 19.35323802386480 |
| 2000-06-01 | 19.44222409038040 |
| 2000-07-01 | 19.84000898372140 |
| 2000-08-01 | 19.42400040485830 |
| 2000-09-01 | 19.52263089544000 |
| 2000-10-01 | 19.16511370203440 |
| 2000-11-01 | 19.09103976377850 |
| 2000-12-01 | 18.96091736329190 |
| 2001-01-01 | 19.14313849700360 |
| 2001-02-01 | 18.92174228807370 |
| 2001-03-01 | 19.03717705376910 |
| 2001-04-01 | 19.60530180863840 |
| 2001-05-01 | 19.40777799582680 |
| 2001-06-01 | 20.03249962282790 |
| 2001-07-01 | 19.45165633328870 |
| 2001-08-01 | 19.78072814374690 |
| 2001-09-01 | 20.16026035586650 |
| 2001-10-01 | 18.38110818016360 |
| 2001-11-01 | 18.16426446716090 |
| 2001-12-01 | 18.49416346379100 |
| 2002-01-01 | 17.96209000135390 |
| 2002-02-01 | 18.76985930691500 |
| 2002-03-01 | 19.00661678172770 |
| 2002-04-01 | 18.57013455239420 |
| 2002-05-01 | 18.13668597528300 |
| 2002-06-01 | 17.77101693553590 |
| 2002-07-01 | 15.59065692471900 |
| 2002-08-01 | 15.67619419104180 |
| 2002-09-01 | 15.56299493587940 |
| 2002-10-01 | 14.92140635821980 |
| 2002-11-01 | 15.18428398631180 |
| 2002-12-01 | 14.82344754524000 |
| 2003-01-01 | 13.92258898246570 |
| 2003-02-01 | 13.76530419512040 |
| 2003-03-01 | 13.42819152446130 |
| 2003-04-01 | 13.15751295082370 |
| 2003-05-01 | 13.38095847188020 |
| 2003-06-01 | 12.92645906552710 |
| 2003-07-01 | 13.01707401946050 |
| 2003-08-01 | 12.96744770608840 |
| 2003-09-01 | 12.76067459694130 |
| 2003-10-01 | 13.31426060575660 |
| 2003-11-01 | 13.32632669039430 |
| 2003-12-01 | 13.77675882196190 |
| 2004-01-01 | 14.66138793929560 |
| 2004-02-01 | 14.70758566439390 |
| 2004-03-01 | 14.99734271957230 |
| 2004-04-01 | 16.25271454870890 |
| 2004-05-01 | 16.05044967889100 |
| 2004-06-01 | 15.56795312724140 |
| 2004-07-01 | 16.80180092624990 |
| 2004-08-01 | 16.48683049418290 |
| 2004-09-01 | 16.55346254938300 |
| 2004-10-01 | 16.99769858047530 |
| 2004-11-01 | 16.75921771285630 |
| 2004-12-01 | 16.40395693099590 |
| 2005-01-01 | 15.88529830543720 |
| 2005-02-01 | 16.33719400027240 |
| 2005-03-01 | 16.23812613703590 |
| 2005-04-01 | 18.26554859218180 |
| 2005-05-01 | 18.14647562760110 |
| 2005-06-01 | 18.45240539339070 |
| 2005-07-01 | 18.20299632628870 |
| 2005-08-01 | 18.45222157639520 |
| 2005-09-01 | 18.29081447762150 |
| 2005-10-01 | 18.15544082490430 |
| 2005-11-01 | 18.46921186801150 |
| 2005-12-01 | 18.49928832321040 |
| 2006-01-01 | 18.41739995902910 |
| 2006-02-01 | 18.25801423183270 |
| 2006-03-01 | 18.28307816243940 |
| 2006-04-01 | 17.86476369512210 |
| 2006-05-01 | 17.67891354917850 |
| 2006-06-01 | 17.86977475432450 |
| 2006-07-01 | 17.66993799432610 |
| 2006-08-01 | 17.73773371949960 |
| 2006-09-01 | 17.08242685582030 |
| 2006-10-01 | 16.77226015311520 |
| 2006-11-01 | 16.67626237873310 |
| 2006-12-01 | 16.65208480556770 |
| 2007-01-01 | 17.33934021698320 |
| 2007-02-01 | 17.56341664060640 |
| 2007-03-01 | 17.82721628767150 |
| 2007-04-01 | 18.07150141016110 |
| 2007-05-01 | 18.24634828194890 |
| 2007-06-01 | 18.26826474508090 |
| 2007-07-01 | 17.93620011880810 |
| 2007-08-01 | 18.20499811956450 |
| 2007-09-01 | 18.48677995321180 |
| 2007-10-01 | 18.13644520034540 |
| 2007-11-01 | 18.15011275369300 |
| 2007-12-01 | 17.87006574091420 |
| 2008-01-01 | 17.37807203812430 |
| 2008-02-01 | 17.19514694899230 |
| 2008-03-01 | 17.01999046383770 |
| 2008-04-01 | 16.76115708320310 |
| 2008-05-01 | 16.67603714841770 |
| 2008-06-01 | 16.28933526376670 |
| 2008-07-01 | 16.10778555460310 |
| 2008-08-01 | 15.85126071762810 |
| 2008-09-01 | 16.04893466797260 |
| 2008-10-01 | 15.77836321666620 |
| 2008-11-01 | 15.61483793664590 |
| 2008-12-01 | 15.48700757596240 |
| 2009-01-01 | 14.69605267589770 |
| 2009-02-01 | 14.44067893740480 |
| 2009-03-01 | 13.93297242388420 |
| 2009-04-01 | 13.44340001695170 |
| 2009-05-01 | 12.89315993537440 |
| 2009-06-01 | 12.78797424499470 |
| 2009-07-01 | 12.76420713449240 |
| 2009-08-01 | 12.48808048630210 |
| 2009-09-01 | 12.68359390578520 |
| 2009-10-01 | 12.51109344745890 |
| 2009-11-01 | 12.25807362185090 |
| 2009-12-01 | 12.40138031522600 |
| 2010-01-01 | 13.03708527402720 |
| 2010-02-01 | 13.10992195833070 |
| 2010-03-01 | 13.14838634551900 |
| 2010-04-01 | 13.19833655451740 |
| 2010-05-01 | 13.39014707173990 |
| 2010-06-01 | 13.53324733137550 |
| 2010-07-01 | 14.23414352327410 |
| 2010-08-01 | 14.51106036373970 |
| 2010-09-01 | 14.36326476827300 |
| 2010-10-01 | 14.88385013531030 |
| 2010-11-01 | 14.71474650224780 |
| 2010-12-01 | 14.62365641524000 |
| 2011-01-01 | 14.35732205362850 |
| 2011-02-01 | 14.07432114638820 |
| 2011-03-01 | 14.03093001376570 |
| 2011-04-01 | 14.46171518007790 |
| 2011-05-01 | 14.59095285497580 |
| 2011-06-01 | 14.35591173237370 |
| 2011-07-01 | 14.29777818695110 |
| 2011-08-01 | 14.33897309118400 |
| 2011-09-01 | 14.05985246142470 |
| 2011-10-01 | 13.97306514428550 |
| 2011-11-01 | 13.67686073954650 |
| 2011-12-01 | 14.13204876926540 |
| 2012-01-01 | 14.46425513685020 |
| 2012-02-01 | 14.55687623519110 |
| 2012-03-01 | 14.52800569434900 |
| 2012-04-01 | 14.32452622917770 |
| 2012-05-01 | 14.15941882536760 |
| 2012-06-01 | 14.58541976933850 |
| 2012-07-01 | 14.15012482289800 |
| 2012-08-01 | 14.18640501530450 |
| 2012-09-01 | 14.22924941384730 |
| 2012-10-01 | 14.08860852288680 |
| 2012-11-01 | 14.35832040713560 |
| 2012-12-01 | 14.33956455947010 |
| 2013-01-01 | 14.04378964333430 |
| 2013-02-01 | 14.41343490254740 |
| 2013-03-01 | 14.72491448858120 |
| 2013-04-01 | 14.81762904432170 |
| 2013-05-01 | 14.86060287190600 |
| 2013-06-01 | 15.41595269934840 |
| 2013-07-01 | 14.69596904109630 |
| 2013-08-01 | 14.46408835221910 |
| 2013-09-01 | 14.62247183598250 |
| 2013-10-01 | 15.17933292942430 |
| 2013-11-01 | 15.64784719874070 |
| 2013-12-01 | 15.24316319376050 |
| 2014-01-01 | 15.24106615955350 |
| 2014-02-01 | 15.28565205895250 |
| 2014-03-01 | 15.44644131555790 |
| 2014-04-01 | 15.42284995719610 |
| 2014-05-01 | 15.48024804746880 |
| 2014-06-01 | 15.37010065630720 |
| 2014-07-01 | 15.49645245107320 |
| 2014-08-01 | 15.52810246769230 |
| 2014-09-01 | 15.64942695946170 |
| 2014-10-01 | 15.64274840026020 |
| 2014-11-01 | 16.16866745271500 |
| 2014-12-01 | 15.58818679181530 |
| 2015-01-01 | 15.55202735339340 |
| 2015-02-01 | 15.05628966296330 |
| 2015-03-01 | 14.68034508520060 |
| 2015-04-01 | 14.43262562165360 |
| 2015-05-01 | 14.54388626615380 |
| 2015-06-01 | 14.11516629249210 |
| 2015-07-01 | 14.47742229287130 |
| 2015-08-01 | 14.17795253570680 |
| 2015-09-01 | 13.82293165577610 |
| 2015-10-01 | 13.77075910443180 |
| 2015-11-01 | 13.76719808967580 |
| 2015-12-01 | 13.85568708172830 |
| 2016-01-01 | 13.81385695451880 |
| 2016-02-01 | 13.67633058730290 |
| 2016-03-01 | 13.24096081365890 |
| 2016-04-01 | 13.03765856982900 |
| 2016-05-01 | 12.69541746326930 |
| 2016-06-01 | 12.65394134562750 |
| 2016-07-01 | 12.03217427344730 |
| 2016-08-01 | 11.89768064517250 |
| 2016-09-01 | 12.07142849059910 |
| 2016-10-01 | 11.81542378502620 |
| 2016-11-01 | 11.44839617705250 |
| 2016-12-01 | 11.34283143693710 |
| 2017-01-01 | 11.73734134170120 |
| 2017-02-01 | 11.78025313352170 |
| 2017-03-01 | 12.08706706195150 |
| 2017-04-01 | 12.33805137914930 |
| 2017-05-01 | 12.56552779309670 |
| 2017-06-01 | 12.64989139482780 |
| 2017-07-01 | 13.11817289368310 |
| 2017-08-01 | 13.23992730645360 |
| 2017-09-01 | 13.29729080935850 |
| 2017-10-01 | 13.35865604418060 |
| 2017-11-01 | 13.39563342868010 |
| 2017-12-01 | 13.53339519034930 |
| 2018-01-01 | 13.71164205308000 |
| 2018-02-01 | 13.90154220637490 |
| 2018-03-01 | 14.08271023558920 |
| 2018-04-01 | 14.41666606069430 |
| 2018-05-01 | 14.39655134312740 |
| 2018-06-01 | 14.89083874838140 |
| 2018-07-01 | 14.82091289258390 |
| 2018-08-01 | 15.00209468488800 |
| 2018-09-01 | 15.06144731716700 |
| 2018-10-01 | 15.30416260322280 |
| 2018-11-01 | 15.52011275427630 |
| 2018-12-01 | 15.50918508706480 |
| 2019-01-01 | 15.59285742542160 |
| 2019-02-01 | 15.49643878382220 |
| 2019-03-01 | 15.64541173422680 |
| 2019-04-01 | 15.67562203155480 |
| 2019-05-01 | 15.78031752422470 |
| 2019-06-01 | 15.95769343494870 |
| 2019-07-01 | 15.98706460805690 |
| 2019-08-01 | 16.12909740111140 |
| 2019-09-01 | 16.13915476889350 |
| 2019-10-01 | 15.86621245191100 |
| 2019-11-01 | 15.82837105072330 |
| 2019-12-01 | 15.79206953320980 |
| 2020-01-01 | 15.41997260101940 |
| 2020-02-01 | 15.65758779983990 |
| 2020-03-01 | 14.87292370473250 |
| 2020-04-01 | 12.00057658873010 |
| 2020-05-01 | 12.12473217499810 |
| 2020-06-01 | 13.29141981621110 |
| 2020-07-01 | 13.60295852463800 |
| 2020-08-01 | 14.17858666385630 |
| 2020-09-01 | 13.93981540809550 |
| 2020-10-01 | 14.15841301325050 |
| 2020-11-01 | 14.34304327799020 |
| 2020-12-01 | 14.58814864278730 |
| 2021-01-01 | 14.60793240537500 |
| 2021-02-01 | 14.45521038354500 |
| 2021-03-01 | 15.08236151618210 |
| 2021-04-01 | 15.00062384919010 |
| 2021-05-01 | 15.04852563786220 |
| 2021-06-01 | 14.91717806659860 |
| 2021-07-01 | 15.28124013649660 |
| 2021-08-01 | 15.14453744145840 |
| 2021-09-01 | 14.94790071677250 |
| 2021-10-01 | 15.58698333991890 |
| 2021-11-01 | 15.38134958566100 |
| 2021-12-01 | 15.49951128836020 |
| 2022-01-01 | 15.35929739771710 |
| 2022-02-01 | 15.25672545940110 |
| 2022-03-01 | 15.25581517086630 |
| 2022-04-01 | 15.26104255541390 |
| 2022-05-01 | 15.66456045110960 |
| 2022-06-01 | 15.44870154696300 |
| 2022-07-01 | 15.37285773786020 |
| 2022-08-01 | 15.28080922385160 |
| 2022-09-01 | 15.78341215331710 |
| 2022-10-01 | 15.52875081679370 |
| 2022-11-01 | 15.54940818218250 |
| 2022-12-01 | 15.21285015180290 |
| 2023-01-01 | 16.09010455168590 |
| 2023-02-01 | 15.76733479634490 |
| 2023-03-01 | 15.16012454863480 |
| 2023-04-01 | 15.24184388100240 |
| 2023-05-01 | 14.69384208864300 |
| 2023-06-01 | 14.50658772923990 |
| 2023-07-01 | 14.43791407538910 |
| 2023-08-01 | 14.57805919655950 |
| 2023-09-01 | 15.21666911372220 |
| 2023-10-01 | 14.69558019284120 |
| 2023-11-01 | 14.74723858010990 |
| 2023-12-01 | 14.42603528677340 |
| 2024-01-01 | 14.51673714187960 |
| 2024-02-01 | 14.60892084444350 |
| 2024-03-01 | 14.49218051101420 |
| 2024-04-01 | 14.24351785766610 |
| 2024-05-01 | 14.16164359780410 |
| 2024-06-01 | 13.91319173154910 |
| 2024-07-01 | 13.75786820867180 |
| 2024-08-01 | 13.82100182075770 |
| 2024-09-01 | 13.64740516664860 |
| 2024-10-01 | 13.54847061026540 |
| 2024-11-01 | 13.86204312918370 |
| 2024-12-01 | 14.13370884993430 |
| 2025-01-01 | 13.86528718220210 |
| 2025-02-01 | 13.87073330618110 |
| 2025-03-01 | 14.16769086945950 |
| 2025-04-01 | 14.30779055865740 |
| 2025-05-01 | 14.05320330524880 |
| 2025-06-01 | 13.76892822025230 |
| 2025-07-01 | 13.40820980070510 |
| 2025-08-01 | 13.52609744193280 |
| 2025-09-01 | 13.47348964170360 |
| 2025-10-01 | 13.49924703376710 |
| 2025-11-01 | 13.28650850957680 |
| 2025-12-01 | 13.32489509464830 |
| 2026-01-01 | 13.44082687987770 |
| 2026-02-01 | 13.27217927088340 |
| 2026-03-01 | 13.14994314538240 |
| 2026-04-01 | 13.29183804718240 |
| 2026-05-01 | 13.35215639151260 |
| 2026-06-01 | 13.72536097826390 |