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 2026-09-01 |
| Last Updated | 2026-10-20 10:19 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 | 18.5872987413 |
| 1990-02-01 | 18.3881444398 |
| 1990-03-01 | 18.5592291835 |
| 1990-04-01 | 17.9475112234 |
| 1990-05-01 | 17.6420646077 |
| 1990-06-01 | 17.7089822066 |
| 1990-07-01 | 17.7018430952 |
| 1990-08-01 | 17.5452680030 |
| 1990-09-01 | 19.2800061758 |
| 1990-10-01 | 16.0666496856 |
| 1990-11-01 | 16.8674258908 |
| 1990-12-01 | 17.6515853932 |
| 1991-01-01 | 17.4949508264 |
| 1991-02-01 | 17.5652345842 |
| 1991-03-01 | 17.4555983586 |
| 1991-04-01 | 17.5057684872 |
| 1991-05-01 | 17.1272764558 |
| 1991-06-01 | 17.0891991488 |
| 1991-07-01 | 16.1270287492 |
| 1991-08-01 | 16.5834971253 |
| 1991-09-01 | 16.1636860359 |
| 1991-10-01 | 15.9986660706 |
| 1991-11-01 | 16.2228244849 |
| 1991-12-01 | 15.9364072734 |
| 1992-01-01 | 16.4753289078 |
| 1992-02-01 | 16.4319454972 |
| 1992-03-01 | 16.4923165603 |
| 1992-04-01 | 17.7886717539 |
| 1992-05-01 | 17.7307655856 |
| 1992-06-01 | 16.8392191284 |
| 1992-07-01 | 18.0001531560 |
| 1992-08-01 | 18.2099501009 |
| 1992-09-01 | 18.7464845271 |
| 1992-10-01 | 19.1090239381 |
| 1992-11-01 | 19.3448120102 |
| 1992-12-01 | 19.6463524945 |
| 1993-01-01 | 20.2264227255 |
| 1993-02-01 | 20.7082226888 |
| 1993-03-01 | 20.6483326447 |
| 1993-04-01 | 20.5300381068 |
| 1993-05-01 | 20.6919468818 |
| 1993-06-01 | 21.1538198713 |
| 1993-07-01 | 21.7042281261 |
| 1993-08-01 | 21.2732157515 |
| 1993-09-01 | 21.3923163043 |
| 1993-10-01 | 21.6359059541 |
| 1993-11-01 | 21.6652976301 |
| 1993-12-01 | 21.9849304741 |
| 1994-01-01 | 21.3162842632 |
| 1994-02-01 | 21.0598799737 |
| 1994-03-01 | 20.9689946085 |
| 1994-04-01 | 22.8287719866 |
| 1994-05-01 | 22.9661652670 |
| 1994-06-01 | 23.4912536114 |
| 1994-07-01 | 24.1129903657 |
| 1994-08-01 | 24.6556376359 |
| 1994-09-01 | 25.0707493915 |
| 1994-10-01 | 25.2976307880 |
| 1994-11-01 | 25.8131165481 |
| 1994-12-01 | 26.4157177624 |
| 1995-01-01 | 25.9193442633 |
| 1995-02-01 | 26.6550397256 |
| 1995-03-01 | 26.7738986428 |
| 1995-04-01 | 26.2111468924 |
| 1995-05-01 | 26.4955256428 |
| 1995-06-01 | 26.5870371625 |
| 1995-07-01 | 26.1210639995 |
| 1995-08-01 | 27.2402977441 |
| 1995-09-01 | 27.5583613451 |
| 1995-10-01 | 28.4808295636 |
| 1995-11-01 | 29.7183423723 |
| 1995-12-01 | 30.0948403503 |
| 1996-01-01 | 31.3326686831 |
| 1996-02-01 | 31.7848903794 |
| 1996-03-01 | 31.8950942785 |
| 1996-04-01 | 31.2451312681 |
| 1996-05-01 | 32.2543945965 |
| 1996-06-01 | 32.5782219927 |
| 1996-07-01 | 32.8120450350 |
| 1996-08-01 | 34.2868201771 |
| 1996-09-01 | 34.0967540665 |
| 1996-10-01 | 33.9250612635 |
| 1996-11-01 | 33.5838122455 |
| 1996-12-01 | 33.9735770652 |
| 1997-01-01 | 34.5841053629 |
| 1997-02-01 | 34.9534728116 |
| 1997-03-01 | 35.4380373633 |
| 1997-04-01 | 36.0476078706 |
| 1997-05-01 | 36.3914731525 |
| 1997-06-01 | 36.6009018224 |
| 1997-07-01 | 37.3089048123 |
| 1997-08-01 | 37.4703810973 |
| 1997-09-01 | 38.0536002507 |
| 1997-10-01 | 37.9051032662 |
| 1997-11-01 | 38.4099830816 |
| 1997-12-01 | 39.2777754010 |
| 1998-01-01 | 39.4377390013 |
| 1998-02-01 | 40.0902433061 |
| 1998-03-01 | 41.1349259459 |
| 1998-04-01 | 41.9767958876 |
| 1998-05-01 | 43.1297796961 |
| 1998-06-01 | 43.4803168729 |
| 1998-07-01 | 43.6478413989 |
| 1998-08-01 | 43.1785916242 |
| 1998-09-01 | 43.2849855733 |
| 1998-10-01 | 43.5896810999 |
| 1998-11-01 | 43.7517391461 |
| 1998-12-01 | 44.4605778031 |
| 1999-01-01 | 45.1922771726 |
| 1999-02-01 | 45.7110956291 |
| 1999-03-01 | 45.8937501851 |
| 1999-04-01 | 45.9248050960 |
| 1999-05-01 | 46.6936114463 |
| 1999-06-01 | 47.9261262317 |
| 1999-07-01 | 47.3703811208 |
| 1999-08-01 | 47.9449455163 |
| 1999-09-01 | 48.5516023696 |
| 1999-10-01 | 49.7999256057 |
| 1999-11-01 | 50.3497390401 |
| 1999-12-01 | 50.6215501229 |
| 2000-01-01 | 47.5012278854 |
| 2000-02-01 | 46.8396818522 |
| 2000-03-01 | 47.8083011924 |
| 2000-04-01 | 48.5666911777 |
| 2000-05-01 | 48.6069023166 |
| 2000-06-01 | 48.3877606809 |
| 2000-07-01 | 49.3310803750 |
| 2000-08-01 | 49.5933088977 |
| 2000-09-01 | 49.4341162391 |
| 2000-10-01 | 50.5196439855 |
| 2000-11-01 | 50.9770287590 |
| 2000-12-01 | 49.6476607598 |
| 2001-01-01 | 48.9769836647 |
| 2001-02-01 | 49.1419613599 |
| 2001-03-01 | 49.4318159418 |
| 2001-04-01 | 49.7132565706 |
| 2001-05-01 | 49.1367822329 |
| 2001-06-01 | 50.3056847889 |
| 2001-07-01 | 49.9661965500 |
| 2001-08-01 | 50.3352445171 |
| 2001-09-01 | 49.9542864284 |
| 2001-10-01 | 48.2308387249 |
| 2001-11-01 | 48.4305368043 |
| 2001-12-01 | 48.5629204096 |
| 2002-01-01 | 46.1336426900 |
| 2002-02-01 | 46.7184798834 |
| 2002-03-01 | 46.6226363210 |
| 2002-04-01 | 46.2122655847 |
| 2002-05-01 | 46.4387118794 |
| 2002-06-01 | 45.6041608458 |
| 2002-07-01 | 44.3246823217 |
| 2002-08-01 | 43.8569723135 |
| 2002-09-01 | 43.6170900966 |
| 2002-10-01 | 42.5317487917 |
| 2002-11-01 | 42.3492861261 |
| 2002-12-01 | 42.3162882238 |
| 2003-01-01 | 42.3001896466 |
| 2003-02-01 | 41.4413410604 |
| 2003-03-01 | 40.6541660281 |
| 2003-04-01 | 39.3023991540 |
| 2003-05-01 | 39.9034648755 |
| 2003-06-01 | 39.4043018619 |
| 2003-07-01 | 41.4709341027 |
| 2003-08-01 | 40.2331257643 |
| 2003-09-01 | 40.4131353234 |
| 2003-10-01 | 40.9705742670 |
| 2003-11-01 | 41.0787396847 |
| 2003-12-01 | 41.1653986431 |
| 2004-01-01 | 44.2590343693 |
| 2004-02-01 | 44.4160144553 |
| 2004-03-01 | 43.3387996380 |
| 2004-04-01 | 45.1855983598 |
| 2004-05-01 | 45.1394325331 |
| 2004-06-01 | 44.9079301314 |
| 2004-07-01 | 46.5833204183 |
| 2004-08-01 | 45.1116002287 |
| 2004-09-01 | 44.8523152058 |
| 2004-10-01 | 46.0251115383 |
| 2004-11-01 | 45.1597159956 |
| 2004-12-01 | 44.5338800221 |
| 2005-01-01 | 43.3243175664 |
| 2005-02-01 | 43.8542236864 |
| 2005-03-01 | 43.6490463937 |
| 2005-04-01 | 44.6505885278 |
| 2005-05-01 | 44.6498715054 |
| 2005-06-01 | 45.5160875497 |
| 2005-07-01 | 45.5479591325 |
| 2005-08-01 | 45.8425613394 |
| 2005-09-01 | 46.4067192543 |
| 2005-10-01 | 46.5797514874 |
| 2005-11-01 | 47.2490640644 |
| 2005-12-01 | 47.8020640307 |
| 2006-01-01 | 47.6728242621 |
| 2006-02-01 | 47.6848892296 |
| 2006-03-01 | 47.8599992809 |
| 2006-04-01 | 46.6355938396 |
| 2006-05-01 | 46.9647507236 |
| 2006-06-01 | 47.5521230432 |
| 2006-07-01 | 46.3003660813 |
| 2006-08-01 | 46.1637207725 |
| 2006-09-01 | 46.0643285324 |
| 2006-10-01 | 45.5709165615 |
| 2006-11-01 | 45.4584349718 |
| 2006-12-01 | 45.5763495294 |
| 2007-01-01 | 46.2650207524 |
| 2007-02-01 | 46.7357655614 |
| 2007-03-01 | 47.4697577205 |
| 2007-04-01 | 47.4152685288 |
| 2007-05-01 | 47.7741709930 |
| 2007-06-01 | 47.7597422452 |
| 2007-07-01 | 47.4703682502 |
| 2007-08-01 | 47.9467575393 |
| 2007-09-01 | 47.9548435030 |
| 2007-10-01 | 47.8455631998 |
| 2007-11-01 | 47.5512916665 |
| 2007-12-01 | 47.0313038091 |
| 2008-01-01 | 46.4164776655 |
| 2008-02-01 | 46.2979330880 |
| 2008-03-01 | 45.7327072311 |
| 2008-04-01 | 45.6134009604 |
| 2008-05-01 | 45.4134104486 |
| 2008-06-01 | 45.1979138786 |
| 2008-07-01 | 45.1705647305 |
| 2008-08-01 | 44.8673178316 |
| 2008-09-01 | 44.6810924103 |
| 2008-10-01 | 43.3041238821 |
| 2008-11-01 | 42.3676407610 |
| 2008-12-01 | 41.3620321478 |
| 2009-01-01 | 37.8658783592 |
| 2009-02-01 | 37.2473204102 |
| 2009-03-01 | 35.8667982933 |
| 2009-04-01 | 33.7206336267 |
| 2009-05-01 | 32.7351964379 |
| 2009-06-01 | 33.4293368042 |
| 2009-07-01 | 32.6740080055 |
| 2009-08-01 | 31.9139369481 |
| 2009-09-01 | 31.8767980360 |
| 2009-10-01 | 32.3534418633 |
| 2009-11-01 | 32.2249614525 |
| 2009-12-01 | 32.7379709869 |
| 2010-01-01 | 33.2269464398 |
| 2010-02-01 | 33.5377118341 |
| 2010-03-01 | 33.8550701865 |
| 2010-04-01 | 34.6079998918 |
| 2010-05-01 | 35.0878559390 |
| 2010-06-01 | 35.6420935566 |
| 2010-07-01 | 36.7680812372 |
| 2010-08-01 | 37.0555495056 |
| 2010-09-01 | 37.4540212965 |
| 2010-10-01 | 38.0797447026 |
| 2010-11-01 | 38.3308588498 |
| 2010-12-01 | 38.7380979472 |
| 2011-01-01 | 38.0935087674 |
| 2011-02-01 | 37.8163286743 |
| 2011-03-01 | 38.1021869032 |
| 2011-04-01 | 38.4085820425 |
| 2011-05-01 | 38.4371429512 |
| 2011-06-01 | 38.2245752693 |
| 2011-07-01 | 38.6670512856 |
| 2011-08-01 | 38.7332706545 |
| 2011-09-01 | 38.8036723984 |
| 2011-10-01 | 38.6600134658 |
| 2011-11-01 | 38.1286749298 |
| 2011-12-01 | 39.0334109818 |
| 2012-01-01 | 39.4503732825 |
| 2012-02-01 | 40.2790103959 |
| 2012-03-01 | 39.8196246899 |
| 2012-04-01 | 39.6048302972 |
| 2012-05-01 | 39.8598030781 |
| 2012-06-01 | 40.4599863670 |
| 2012-07-01 | 40.3659798947 |
| 2012-08-01 | 40.9527788666 |
| 2012-09-01 | 40.6608185485 |
| 2012-10-01 | 40.4424542802 |
| 2012-11-01 | 40.7324720373 |
| 2012-12-01 | 40.6397441026 |
| 2013-01-01 | 40.4447942700 |
| 2013-02-01 | 40.5941076246 |
| 2013-03-01 | 40.8480233359 |
| 2013-04-01 | 40.7892321737 |
| 2013-05-01 | 40.9604590028 |
| 2013-06-01 | 41.0513376121 |
| 2013-07-01 | 40.7264519159 |
| 2013-08-01 | 40.7105085285 |
| 2013-09-01 | 41.1803969363 |
| 2013-10-01 | 41.7520703131 |
| 2013-11-01 | 42.0629774070 |
| 2013-12-01 | 41.7381035951 |
| 2014-01-01 | 42.0987601038 |
| 2014-02-01 | 42.3740550520 |
| 2014-03-01 | 42.5603093667 |
| 2014-04-01 | 43.1318066386 |
| 2014-05-01 | 43.1401878571 |
| 2014-06-01 | 43.0242993905 |
| 2014-07-01 | 43.2039230831 |
| 2014-08-01 | 43.3230295848 |
| 2014-09-01 | 43.0900804317 |
| 2014-10-01 | 43.2867681622 |
| 2014-11-01 | 43.2969072987 |
| 2014-12-01 | 43.1152330342 |
| 2015-01-01 | 43.3474932577 |
| 2015-02-01 | 41.7980429578 |
| 2015-03-01 | 41.0717260690 |
| 2015-04-01 | 40.2151615509 |
| 2015-05-01 | 40.0686048587 |
| 2015-06-01 | 38.9970714085 |
| 2015-07-01 | 39.4111077907 |
| 2015-08-01 | 38.8559744715 |
| 2015-09-01 | 37.6496219964 |
| 2015-10-01 | 38.2290913954 |
| 2015-11-01 | 37.8848814807 |
| 2015-12-01 | 38.1913922089 |
| 2016-01-01 | 37.9536806702 |
| 2016-02-01 | 37.5565446686 |
| 2016-03-01 | 36.6675381294 |
| 2016-04-01 | 37.2181199427 |
| 2016-05-01 | 36.6180876759 |
| 2016-06-01 | 36.5026359934 |
| 2016-07-01 | 36.0053848290 |
| 2016-08-01 | 35.8452209453 |
| 2016-09-01 | 36.2354230693 |
| 2016-10-01 | 36.1849424695 |
| 2016-11-01 | 36.0336712306 |
| 2016-12-01 | 36.3349700736 |
| 2017-01-01 | 37.1122320548 |
| 2017-02-01 | 37.5514713536 |
| 2017-03-01 | 38.1464131577 |
| 2017-04-01 | 38.7038753647 |
| 2017-05-01 | 39.1545619522 |
| 2017-06-01 | 39.3423383309 |
| 2017-07-01 | 39.4912961693 |
| 2017-08-01 | 39.8734154222 |
| 2017-09-01 | 39.8743385185 |
| 2017-10-01 | 40.0108727376 |
| 2017-11-01 | 39.6896986746 |
| 2017-12-01 | 40.2343218386 |
| 2018-01-01 | 40.3262443424 |
| 2018-02-01 | 40.6572207987 |
| 2018-03-01 | 40.9650936463 |
| 2018-04-01 | 40.8067367705 |
| 2018-05-01 | 41.0095315439 |
| 2018-06-01 | 41.7588329976 |
| 2018-07-01 | 42.2260506422 |
| 2018-08-01 | 42.5312235425 |
| 2018-09-01 | 42.3045430032 |
| 2018-10-01 | 41.9834499175 |
| 2018-11-01 | 42.0182994995 |
| 2018-12-01 | 41.8464642213 |
| 2019-01-01 | 41.7195444821 |
| 2019-02-01 | 41.8659713455 |
| 2019-03-01 | 41.7689096791 |
| 2019-04-01 | 41.9197112060 |
| 2019-05-01 | 42.0651767238 |
| 2019-06-01 | 42.0255398878 |
| 2019-07-01 | 41.9628895483 |
| 2019-08-01 | 41.8616572155 |
| 2019-09-01 | 41.6989827536 |
| 2019-10-01 | 41.5191701291 |
| 2019-11-01 | 41.6456944602 |
| 2019-12-01 | 41.4013380952 |
| 2020-01-01 | 41.3284432144 |
| 2020-02-01 | 40.9610211345 |
| 2020-03-01 | 40.3922780472 |
| 2020-04-01 | 32.5856845163 |
| 2020-05-01 | 32.7584191296 |
| 2020-06-01 | 34.6460148133 |
| 2020-07-01 | 35.2843666126 |
| 2020-08-01 | 36.4872455822 |
| 2020-09-01 | 36.6749796896 |
| 2020-10-01 | 37.8380591123 |
| 2020-11-01 | 38.3925784826 |
| 2020-12-01 | 39.1698205389 |
| 2021-01-01 | 39.2919014890 |
| 2021-02-01 | 38.3354429160 |
| 2021-03-01 | 40.2696960161 |
| 2021-04-01 | 40.4727888394 |
| 2021-05-01 | 40.3526451892 |
| 2021-06-01 | 40.4474873403 |
| 2021-07-01 | 40.9520883788 |
| 2021-08-01 | 41.0807246644 |
| 2021-09-01 | 40.8530351975 |
| 2021-10-01 | 42.9351719139 |
| 2021-11-01 | 42.8509028795 |
| 2021-12-01 | 43.9357004212 |
| 2022-01-01 | 43.1784786059 |
| 2022-02-01 | 43.3774833462 |
| 2022-03-01 | 43.5392108965 |
| 2022-04-01 | 43.8312188448 |
| 2022-05-01 | 44.0637144164 |
| 2022-06-01 | 43.8122630396 |
| 2022-07-01 | 44.1540870199 |
| 2022-08-01 | 43.9568681156 |
| 2022-09-01 | 44.3028446875 |
| 2022-10-01 | 44.4160867454 |
| 2022-11-01 | 44.3169899431 |
| 2022-12-01 | 43.9207271075 |
| 2023-01-01 | 44.6181649034 |
| 2023-02-01 | 44.2014593446 |
| 2023-03-01 | 43.9373075983 |
| 2023-04-01 | 43.4212195534 |
| 2023-05-01 | 42.9650858036 |
| 2023-06-01 | 42.8452746338 |
| 2023-07-01 | 41.6180620532 |
| 2023-08-01 | 41.7674706409 |
| 2023-09-01 | 41.8866281672 |
| 2023-10-01 | 41.3101131865 |
| 2023-11-01 | 40.8774484829 |
| 2023-12-01 | 40.6007693029 |
| 2024-01-01 | 40.0432634343 |
| 2024-02-01 | 40.3067739625 |
| 2024-03-01 | 39.9043326230 |
| 2024-04-01 | 39.7572494699 |
| 2024-05-01 | 39.2128810415 |
| 2024-06-01 | 37.7047952455 |
| 2024-07-01 | 37.8261664386 |
| 2024-08-01 | 38.1605132847 |
| 2024-09-01 | 37.6643264009 |
| 2024-10-01 | 37.2448185215 |
| 2024-11-01 | 37.4110183048 |
| 2024-12-01 | 38.2292405484 |
| 2025-01-01 | 37.4582070100 |
| 2025-02-01 | 37.3279796970 |
| 2025-03-01 | 37.8332302744 |
| 2025-04-01 | 38.5416512949 |
| 2025-05-01 | 38.4070751346 |
| 2025-06-01 | 37.4056826005 |
| 2025-07-01 | 36.8189353093 |
| 2025-08-01 | 37.2376131144 |
| 2025-09-01 | 37.1866199435 |
| 2025-10-01 | 37.4861195810 |
| 2025-11-01 | 37.3998158227 |
| 2025-12-01 | 37.1982332242 |
| 2026-01-01 | 37.4659247096 |
| 2026-02-01 | 37.2964141195 |
| 2026-03-01 | 36.9336379385 |
| 2026-04-01 | 37.0182175922 |
| 2026-05-01 | 36.5827806879 |
| 2026-06-01 | 37.9949761165 |
| 2026-07-01 | 38.5314279729 |
| 2026-08-01 | 38.3055662576 |
| 2026-09-01 | 38.4762510167 |