Table Data - All Employees: Professional and Business Services: Employment Services in Oklahoma
| Title | All Employees: Professional and Business Services: Employment Services in Oklahoma |
|---|---|
| Series ID | SMU40000006056130001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 6:49 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 | 18.5872925175774 |
| 1990-02-01 | 18.3881393803067 |
| 1990-03-01 | 18.5592247942290 |
| 1990-04-01 | 17.9475082004414 |
| 1990-05-01 | 17.6420648748066 |
| 1990-06-01 | 17.7089816127591 |
| 1990-07-01 | 17.7018287232949 |
| 1990-08-01 | 17.5452603387432 |
| 1990-09-01 | 19.2800468322202 |
| 1990-10-01 | 16.0666522564632 |
| 1990-11-01 | 16.8674294703914 |
| 1990-12-01 | 17.6515786960798 |
| 1991-01-01 | 17.4949449369436 |
| 1991-02-01 | 17.5652295037580 |
| 1991-03-01 | 17.4555946712317 |
| 1991-04-01 | 17.5057656716194 |
| 1991-05-01 | 17.1272769222316 |
| 1991-06-01 | 17.0891989346242 |
| 1991-07-01 | 16.1270174208451 |
| 1991-08-01 | 16.5834937095751 |
| 1991-09-01 | 16.1637139046780 |
| 1991-10-01 | 15.9986696348888 |
| 1991-11-01 | 16.2228279671148 |
| 1991-12-01 | 15.9364010820963 |
| 1992-01-01 | 16.4753249111838 |
| 1992-02-01 | 16.4319418427113 |
| 1992-03-01 | 16.4923142768522 |
| 1992-04-01 | 17.7886689884309 |
| 1992-05-01 | 17.7307656334740 |
| 1992-06-01 | 16.8392182300482 |
| 1992-07-01 | 18.0001465279210 |
| 1992-08-01 | 18.2099496627730 |
| 1992-09-01 | 18.7464988299771 |
| 1992-10-01 | 19.1090284061045 |
| 1992-11-01 | 19.3448158545738 |
| 1992-12-01 | 19.6463471916545 |
| 1993-01-01 | 20.2264215085831 |
| 1993-02-01 | 20.7082210177278 |
| 1993-03-01 | 20.6483310889890 |
| 1993-04-01 | 20.5300355928504 |
| 1993-05-01 | 20.6919457243351 |
| 1993-06-01 | 21.1538188058849 |
| 1993-07-01 | 21.7042207098407 |
| 1993-08-01 | 21.2732186501117 |
| 1993-09-01 | 21.3923215184225 |
| 1993-10-01 | 21.6359124533505 |
| 1993-11-01 | 21.6653033067915 |
| 1993-12-01 | 21.9849264526521 |
| 1994-01-01 | 21.3162856344456 |
| 1994-02-01 | 21.0598803050296 |
| 1994-03-01 | 20.9689937643196 |
| 1994-04-01 | 22.8287644030802 |
| 1994-05-01 | 22.9661638459447 |
| 1994-06-01 | 23.4912510815602 |
| 1994-07-01 | 24.1129779708923 |
| 1994-08-01 | 24.6556403303380 |
| 1994-09-01 | 25.0707626070056 |
| 1994-10-01 | 25.2976309622942 |
| 1994-11-01 | 25.8131364213090 |
| 1994-12-01 | 26.4157120464073 |
| 1995-01-01 | 25.9193435508971 |
| 1995-02-01 | 26.6550389031291 |
| 1995-03-01 | 26.7738970467433 |
| 1995-04-01 | 26.2111330557886 |
| 1995-05-01 | 26.4955234009230 |
| 1995-06-01 | 26.5870335019497 |
| 1995-07-01 | 26.1210442078945 |
| 1995-08-01 | 27.2403013546619 |
| 1995-09-01 | 27.5583855746507 |
| 1995-10-01 | 28.4808274423233 |
| 1995-11-01 | 29.7183798565132 |
| 1995-12-01 | 30.0948354562417 |
| 1996-01-01 | 31.3326656316125 |
| 1996-02-01 | 31.7848855971545 |
| 1996-03-01 | 31.8950869270618 |
| 1996-04-01 | 31.2451030718651 |
| 1996-05-01 | 32.2543958542605 |
| 1996-06-01 | 32.5782085728110 |
| 1996-07-01 | 32.8120229882779 |
| 1996-08-01 | 34.2868236268025 |
| 1996-09-01 | 34.0967948859229 |
| 1996-10-01 | 33.9250645345570 |
| 1996-11-01 | 33.5838739688544 |
| 1996-12-01 | 33.9735761715557 |
| 1997-01-01 | 34.5840981088884 |
| 1997-02-01 | 34.9534575782447 |
| 1997-03-01 | 35.4380149829293 |
| 1997-04-01 | 36.0475659883903 |
| 1997-05-01 | 36.3914652960487 |
| 1997-06-01 | 36.6008730544972 |
| 1997-07-01 | 37.3088824156771 |
| 1997-08-01 | 37.4703886629004 |
| 1997-09-01 | 38.0536492897447 |
| 1997-10-01 | 37.9051465868530 |
| 1997-11-01 | 38.4100758433300 |
| 1997-12-01 | 39.2778320912976 |
| 1998-01-01 | 39.4376251018034 |
| 1998-02-01 | 40.0903016896800 |
| 1998-03-01 | 41.1348367291316 |
| 1998-04-01 | 41.9767154525586 |
| 1998-05-01 | 43.1297545087607 |
| 1998-06-01 | 43.4802728391565 |
| 1998-07-01 | 43.6478229715195 |
| 1998-08-01 | 43.1786148959267 |
| 1998-09-01 | 43.2850532892879 |
| 1998-10-01 | 43.5897742853704 |
| 1998-11-01 | 43.7519091950018 |
| 1998-12-01 | 44.4607188391875 |
| 1999-01-01 | 45.1919456341131 |
| 1999-02-01 | 45.7112452388733 |
| 1999-03-01 | 45.8936003840581 |
| 1999-04-01 | 45.9246884631773 |
| 1999-05-01 | 46.6935504854624 |
| 1999-06-01 | 47.9260770425668 |
| 1999-07-01 | 47.3703677611623 |
| 1999-08-01 | 47.9449966365852 |
| 1999-09-01 | 48.5516977491322 |
| 1999-10-01 | 49.8000457756798 |
| 1999-11-01 | 50.3500161766205 |
| 1999-12-01 | 50.6218388351338 |
| 2000-01-01 | 47.5006035452268 |
| 2000-02-01 | 46.8398925299134 |
| 2000-03-01 | 47.8080907202681 |
| 2000-04-01 | 48.5665433680016 |
| 2000-05-01 | 48.6068218851062 |
| 2000-06-01 | 48.3877226267090 |
| 2000-07-01 | 49.3310843063157 |
| 2000-08-01 | 49.5933904977610 |
| 2000-09-01 | 49.4342530407830 |
| 2000-10-01 | 50.5197673292609 |
| 2000-11-01 | 50.9773772610612 |
| 2000-12-01 | 49.6480023153249 |
| 2001-01-01 | 48.9762637240747 |
| 2001-02-01 | 49.1420378838558 |
| 2001-03-01 | 49.4316143339923 |
| 2001-04-01 | 49.7131661721899 |
| 2001-05-01 | 49.1366864836331 |
| 2001-06-01 | 50.3056534203271 |
| 2001-07-01 | 49.9662150756655 |
| 2001-08-01 | 50.3353448538504 |
| 2001-09-01 | 49.9544477537773 |
| 2001-10-01 | 48.2309475991733 |
| 2001-11-01 | 48.4308747787272 |
| 2001-12-01 | 48.5632891940183 |
| 2002-01-01 | 46.1329934537922 |
| 2002-02-01 | 46.7183647882195 |
| 2002-03-01 | 46.6224358624830 |
| 2002-04-01 | 46.2122522839053 |
| 2002-05-01 | 46.4386287439106 |
| 2002-06-01 | 45.6041432683034 |
| 2002-07-01 | 44.3247214385997 |
| 2002-08-01 | 43.8570733372768 |
| 2002-09-01 | 43.6172410611692 |
| 2002-10-01 | 42.5318777628723 |
| 2002-11-01 | 42.3495462530556 |
| 2002-12-01 | 42.3165699207531 |
| 2003-01-01 | 42.2996682285196 |
| 2003-02-01 | 41.4411320319957 |
| 2003-03-01 | 40.6540009186634 |
| 2003-04-01 | 39.3024721472316 |
| 2003-05-01 | 39.9033975736464 |
| 2003-06-01 | 39.4042915553701 |
| 2003-07-01 | 41.4709757604064 |
| 2003-08-01 | 40.2332108737405 |
| 2003-09-01 | 40.4132496840137 |
| 2003-10-01 | 40.9707028082910 |
| 2003-11-01 | 41.0789229782670 |
| 2003-12-01 | 41.1656315509518 |
| 2004-01-01 | 44.2585568172104 |
| 2004-02-01 | 44.4158414309759 |
| 2004-03-01 | 43.3386720290981 |
| 2004-04-01 | 45.1856994618415 |
| 2004-05-01 | 45.1393958762310 |
| 2004-06-01 | 44.9079189963916 |
| 2004-07-01 | 46.5833669750097 |
| 2004-08-01 | 45.1116681366181 |
| 2004-09-01 | 44.8523964945456 |
| 2004-10-01 | 46.0252390617591 |
| 2004-11-01 | 45.1598367452763 |
| 2004-12-01 | 44.5340188419840 |
| 2005-01-01 | 43.3238703667838 |
| 2005-02-01 | 43.8541481426794 |
| 2005-03-01 | 43.6489692669403 |
| 2005-04-01 | 44.6506992300155 |
| 2005-05-01 | 44.6498439243699 |
| 2005-06-01 | 45.5160574847982 |
| 2005-07-01 | 45.5479949520333 |
| 2005-08-01 | 45.8426199326923 |
| 2005-09-01 | 46.4068042444244 |
| 2005-10-01 | 46.5798619596644 |
| 2005-11-01 | 47.2491461187387 |
| 2005-12-01 | 47.8021290424131 |
| 2006-01-01 | 47.6725126866963 |
| 2006-02-01 | 47.6848151876314 |
| 2006-03-01 | 47.8599272187206 |
| 2006-04-01 | 46.6356904901217 |
| 2006-05-01 | 46.9646968384397 |
| 2006-06-01 | 47.5520472970188 |
| 2006-07-01 | 46.3004127677903 |
| 2006-08-01 | 46.1638100690221 |
| 2006-09-01 | 46.0643756821172 |
| 2006-10-01 | 45.5711089562107 |
| 2006-11-01 | 45.4586564424557 |
| 2006-12-01 | 45.5762131333252 |
| 2007-01-01 | 46.2646906628122 |
| 2007-02-01 | 46.7358599803760 |
| 2007-03-01 | 47.4696180472016 |
| 2007-04-01 | 47.4152878152479 |
| 2007-05-01 | 47.7740893027611 |
| 2007-06-01 | 47.7595945861338 |
| 2007-07-01 | 47.4704452216943 |
| 2007-08-01 | 47.9469030660578 |
| 2007-09-01 | 47.9548848993636 |
| 2007-10-01 | 47.8458298637412 |
| 2007-11-01 | 47.5516831833158 |
| 2007-12-01 | 47.0310074162938 |
| 2008-01-01 | 46.4160795494987 |
| 2008-02-01 | 46.2981714730452 |
| 2008-03-01 | 45.7324928129967 |
| 2008-04-01 | 45.6133458959585 |
| 2008-05-01 | 45.4133048462193 |
| 2008-06-01 | 45.1977068902494 |
| 2008-07-01 | 45.1706754507117 |
| 2008-08-01 | 44.8675189822571 |
| 2008-09-01 | 44.6811066779029 |
| 2008-10-01 | 43.3044676824576 |
| 2008-11-01 | 42.3682296700836 |
| 2008-12-01 | 41.3615103293078 |
| 2009-01-01 | 37.8653478903042 |
| 2009-02-01 | 37.2477952817755 |
| 2009-03-01 | 35.8665274935142 |
| 2009-04-01 | 33.7205220764732 |
| 2009-05-01 | 32.7351193762267 |
| 2009-06-01 | 33.4291092365607 |
| 2009-07-01 | 32.6741177863728 |
| 2009-08-01 | 31.9141356945675 |
| 2009-09-01 | 31.8768891804440 |
| 2009-10-01 | 32.3536846183616 |
| 2009-11-01 | 32.2254513344373 |
| 2009-12-01 | 32.7374793426306 |
| 2010-01-01 | 33.2265787255225 |
| 2010-02-01 | 33.5380697104026 |
| 2010-03-01 | 33.8548714666896 |
| 2010-04-01 | 34.6079125882997 |
| 2010-05-01 | 35.0877966060502 |
| 2010-06-01 | 35.6419413213652 |
| 2010-07-01 | 36.7681324026394 |
| 2010-08-01 | 37.0557005264136 |
| 2010-09-01 | 37.4541132655798 |
| 2010-10-01 | 38.0799007461310 |
| 2010-11-01 | 38.3312190611311 |
| 2010-12-01 | 38.7376408662910 |
| 2011-01-01 | 38.0933273753355 |
| 2011-02-01 | 37.8165887861926 |
| 2011-03-01 | 38.1020690214290 |
| 2011-04-01 | 38.4085285254220 |
| 2011-05-01 | 38.4371160648497 |
| 2011-06-01 | 38.2244951139615 |
| 2011-07-01 | 38.6670514044674 |
| 2011-08-01 | 38.7333607777506 |
| 2011-09-01 | 38.8037473595019 |
| 2011-10-01 | 38.6600414464313 |
| 2011-11-01 | 38.1288733876839 |
| 2011-12-01 | 39.0331697921596 |
| 2012-01-01 | 39.4503454092092 |
| 2012-02-01 | 40.2790719832243 |
| 2012-03-01 | 39.8196018087805 |
| 2012-04-01 | 39.6048122949212 |
| 2012-05-01 | 39.8597832955084 |
| 2012-06-01 | 40.4599653942707 |
| 2012-07-01 | 40.3659504119449 |
| 2012-08-01 | 40.9528331748732 |
| 2012-09-01 | 40.6608266799916 |
| 2012-10-01 | 40.4424597534565 |
| 2012-11-01 | 40.7326139018211 |
| 2012-12-01 | 40.6396122202860 |
| 2013-01-01 | 40.4447777937193 |
| 2013-02-01 | 40.5941411494387 |
| 2013-03-01 | 40.8480164813695 |
| 2013-04-01 | 40.7892265835056 |
| 2013-05-01 | 40.9604507704693 |
| 2013-06-01 | 41.0513166815603 |
| 2013-07-01 | 40.7264337186418 |
| 2013-08-01 | 40.7105361167423 |
| 2013-09-01 | 41.1803862084757 |
| 2013-10-01 | 41.7520524222596 |
| 2013-11-01 | 42.0630810003499 |
| 2013-12-01 | 41.7380809772982 |
| 2014-01-01 | 42.0987397082374 |
| 2014-02-01 | 42.3740465302509 |
| 2014-03-01 | 42.5603086940531 |
| 2014-04-01 | 43.1318043767178 |
| 2014-05-01 | 43.1401812538489 |
| 2014-06-01 | 43.0242787694112 |
| 2014-07-01 | 43.2039112589033 |
| 2014-08-01 | 43.3230395059302 |
| 2014-09-01 | 43.0900750050942 |
| 2014-10-01 | 43.2867676701613 |
| 2014-11-01 | 43.2969663099644 |
| 2014-12-01 | 43.1152382281363 |
| 2015-01-01 | 43.3474842798928 |
| 2015-02-01 | 41.7980358115342 |
| 2015-03-01 | 41.0717190974192 |
| 2015-04-01 | 40.2151590881241 |
| 2015-05-01 | 40.0686005013646 |
| 2015-06-01 | 38.9970462307746 |
| 2015-07-01 | 39.4111002250554 |
| 2015-08-01 | 38.8559683956345 |
| 2015-09-01 | 37.6496159304002 |
| 2015-10-01 | 38.2290859465087 |
| 2015-11-01 | 37.8849668245314 |
| 2015-12-01 | 38.1913931975951 |
| 2016-01-01 | 37.9536657790798 |
| 2016-02-01 | 37.5565339463957 |
| 2016-03-01 | 36.6675300264130 |
| 2016-04-01 | 37.2181189958312 |
| 2016-05-01 | 36.6180860725800 |
| 2016-06-01 | 36.5026190112316 |
| 2016-07-01 | 36.0053788264582 |
| 2016-08-01 | 35.8451907093273 |
| 2016-09-01 | 36.2354170241260 |
| 2016-10-01 | 36.1849374035283 |
| 2016-11-01 | 36.0337909651844 |
| 2016-12-01 | 36.3349728315211 |
| 2017-01-01 | 37.1122307634893 |
| 2017-02-01 | 37.5514764397360 |
| 2017-03-01 | 38.1464121407270 |
| 2017-04-01 | 38.7038549445828 |
| 2017-05-01 | 39.1545027582492 |
| 2017-06-01 | 39.3422225781851 |
| 2017-07-01 | 39.4912070055128 |
| 2017-08-01 | 39.8733665564330 |
| 2017-09-01 | 39.8744390312865 |
| 2017-10-01 | 40.0110271423673 |
| 2017-11-01 | 39.6900030310184 |
| 2017-12-01 | 40.2343714736788 |
| 2018-01-01 | 40.3262273620473 |
| 2018-02-01 | 40.6571657324469 |
| 2018-03-01 | 40.9649988235635 |
| 2018-04-01 | 40.8066372582632 |
| 2018-05-01 | 41.0093375448859 |
| 2018-06-01 | 41.7583957699795 |
| 2018-07-01 | 42.2257168145032 |
| 2018-08-01 | 42.5311908870168 |
| 2018-09-01 | 42.3050124238456 |
| 2018-10-01 | 41.9841457293814 |
| 2018-11-01 | 42.0190132488637 |
| 2018-12-01 | 41.8467259297312 |
| 2019-01-01 | 41.7194811124923 |
| 2019-02-01 | 41.8654646289430 |
| 2019-03-01 | 41.7685782050800 |
| 2019-04-01 | 41.9192515442361 |
| 2019-05-01 | 42.0646139726148 |
| 2019-06-01 | 42.0248362816731 |
| 2019-07-01 | 41.9622732105002 |
| 2019-08-01 | 41.8611363614054 |
| 2019-09-01 | 41.6996000534841 |
| 2019-10-01 | 41.5238599491612 |
| 2019-11-01 | 41.6454523374872 |
| 2019-12-01 | 41.4019469314813 |
| 2020-01-01 | 41.3277420402652 |
| 2020-02-01 | 40.9594742118008 |
| 2020-03-01 | 40.3909442633852 |
| 2020-04-01 | 32.5845027767623 |
| 2020-05-01 | 32.7577121522312 |
| 2020-06-01 | 34.6456847696228 |
| 2020-07-01 | 35.2842207864502 |
| 2020-08-01 | 36.4866602525245 |
| 2020-09-01 | 36.6757696803187 |
| 2020-10-01 | 37.8466197017343 |
| 2020-11-01 | 38.3913940615356 |
| 2020-12-01 | 39.1710303667548 |
| 2021-01-01 | 39.2901320156697 |
| 2021-02-01 | 38.3318490417822 |
| 2021-03-01 | 40.2664164544254 |
| 2021-04-01 | 40.4701088958898 |
| 2021-05-01 | 40.3513331889733 |
| 2021-06-01 | 40.4473558210674 |
| 2021-07-01 | 40.9599212025739 |
| 2021-08-01 | 41.0790061387481 |
| 2021-09-01 | 40.8525554370189 |
| 2021-10-01 | 42.9462750305631 |
| 2021-11-01 | 42.8478095012539 |
| 2021-12-01 | 43.9364685990698 |
| 2022-01-01 | 43.1745722524008 |
| 2022-02-01 | 43.3716783898479 |
| 2022-03-01 | 43.5335066119352 |
| 2022-04-01 | 43.8274557137582 |
| 2022-05-01 | 44.0623028956909 |
| 2022-06-01 | 43.8170064527112 |
| 2022-07-01 | 44.1753846439537 |
| 2022-08-01 | 43.9522289099732 |
| 2022-09-01 | 44.2987788148100 |
| 2022-10-01 | 44.4200187293721 |
| 2022-11-01 | 44.3115249008413 |
| 2022-12-01 | 43.9290924048619 |
| 2023-01-01 | 44.6088785725116 |
| 2023-02-01 | 44.1905269735840 |
| 2023-03-01 | 43.9290917918360 |
| 2023-04-01 | 43.4188990509261 |
| 2023-05-01 | 42.9662083841737 |
| 2023-06-01 | 42.8520286989627 |
| 2023-07-01 | 41.6696464479020 |
| 2023-08-01 | 41.7508428900434 |
| 2023-09-01 | 41.8720937879622 |
| 2023-10-01 | 41.3048201319611 |
| 2023-11-01 | 40.8718593247671 |
| 2023-12-01 | 40.6175971163584 |
| 2024-01-01 | 40.0260956001424 |
| 2024-02-01 | 40.2882142284567 |
| 2024-03-01 | 39.8924342711476 |
| 2024-04-01 | 39.7561972137739 |
| 2024-05-01 | 39.2199242579235 |
| 2024-06-01 | 37.7318648075161 |
| 2024-07-01 | 37.9227291252562 |
| 2024-08-01 | 38.0825702830512 |
| 2024-09-01 | 37.6496195003646 |
| 2024-10-01 | 37.2398643189548 |
| 2024-11-01 | 37.4123435211489 |
| 2024-12-01 | 38.2584556231891 |
| 2025-01-01 | 37.4330203726010 |
| 2025-02-01 | 37.2923061229093 |
| 2025-03-01 | 37.8062142035082 |
| 2025-04-01 | 38.5409148524335 |
| 2025-05-01 | 38.4269584471340 |
| 2025-06-01 | 37.4544057638261 |
| 2025-07-01 | 36.9739020613259 |
| 2025-08-01 | 37.1010105568051 |
| 2025-09-01 | 37.1431299746267 |
| 2025-10-01 | 37.4929599932010 |
| 2025-11-01 | 37.4160764760782 |
| 2025-12-01 | 37.2286920249346 |
| 2026-01-01 | 37.4390041333709 |
| 2026-02-01 | 37.2460388374058 |
| 2026-03-01 | 36.8878346667322 |
| 2026-04-01 | 37.0120117699812 |
| 2026-05-01 | 36.6125801039063 |
| 2026-06-01 | 38.0770256999523 |
| 2026-07-01 | 38.7317317438660 |