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 2026-08-01 |
| Last Updated | 2026-09-18 11:31 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 | 18.5873145297 |
| 1990-02-01 | 18.3881570730 |
| 1990-03-01 | 18.5592404687 |
| 1990-04-01 | 17.9475168088 |
| 1990-05-01 | 17.6420639934 |
| 1990-06-01 | 17.7089838792 |
| 1990-07-01 | 17.7018775921 |
| 1990-08-01 | 17.5452879217 |
| 1990-09-01 | 19.2799068097 |
| 1990-10-01 | 16.0666438443 |
| 1990-11-01 | 16.8674164182 |
| 1990-12-01 | 17.6516015127 |
| 1991-01-01 | 17.4949655412 |
| 1991-02-01 | 17.5652474831 |
| 1991-03-01 | 17.4556083677 |
| 1991-04-01 | 17.5057735476 |
| 1991-05-01 | 17.1272755573 |
| 1991-06-01 | 17.0891995939 |
| 1991-07-01 | 16.1270555439 |
| 1991-08-01 | 16.5835061421 |
| 1991-09-01 | 16.1636180725 |
| 1991-10-01 | 15.9986581876 |
| 1991-11-01 | 16.2228165210 |
| 1991-12-01 | 15.9364196213 |
| 1992-01-01 | 16.4753404883 |
| 1992-02-01 | 16.4319561676 |
| 1992-03-01 | 16.4923242809 |
| 1992-04-01 | 17.7886759282 |
| 1992-05-01 | 17.7307641371 |
| 1992-06-01 | 16.8392187032 |
| 1992-07-01 | 18.0001666976 |
| 1992-08-01 | 18.2099509185 |
| 1992-09-01 | 18.7464514645 |
| 1992-10-01 | 19.1090171637 |
| 1992-11-01 | 19.3448072201 |
| 1992-12-01 | 19.6463611730 |
| 1993-01-01 | 20.2264300276 |
| 1993-02-01 | 20.7082295437 |
| 1993-03-01 | 20.6483373270 |
| 1993-04-01 | 20.5300394880 |
| 1993-05-01 | 20.6919445214 |
| 1993-06-01 | 21.1538180814 |
| 1993-07-01 | 21.7042282537 |
| 1993-08-01 | 21.2732123573 |
| 1993-09-01 | 21.3923124739 |
| 1993-10-01 | 21.6359032112 |
| 1993-11-01 | 21.6652972668 |
| 1993-12-01 | 21.9849367846 |
| 1994-01-01 | 21.3162875739 |
| 1994-02-01 | 21.0598826306 |
| 1994-03-01 | 20.9689970883 |
| 1994-04-01 | 22.8287666024 |
| 1994-05-01 | 22.9661627860 |
| 1994-06-01 | 23.4912510704 |
| 1994-07-01 | 24.1129795979 |
| 1994-08-01 | 24.6556387748 |
| 1994-09-01 | 25.0707590407 |
| 1994-10-01 | 25.2976280996 |
| 1994-11-01 | 25.8131302195 |
| 1994-12-01 | 26.4157200919 |
| 1995-01-01 | 25.9193438598 |
| 1995-02-01 | 26.6550394619 |
| 1995-03-01 | 26.7738987428 |
| 1995-04-01 | 26.2111342278 |
| 1995-05-01 | 26.4955223255 |
| 1995-06-01 | 26.5870326953 |
| 1995-07-01 | 26.1210470333 |
| 1995-08-01 | 27.2403006991 |
| 1995-09-01 | 27.5583829472 |
| 1995-10-01 | 28.4808269881 |
| 1995-11-01 | 29.7183715518 |
| 1995-12-01 | 30.0948405586 |
| 1996-01-01 | 31.3326666385 |
| 1996-02-01 | 31.7848873473 |
| 1996-03-01 | 31.8950895550 |
| 1996-04-01 | 31.2451070326 |
| 1996-05-01 | 32.2543913068 |
| 1996-06-01 | 32.5782090994 |
| 1996-07-01 | 32.8120255390 |
| 1996-08-01 | 34.2868233751 |
| 1996-09-01 | 34.0967913680 |
| 1996-10-01 | 33.9250644642 |
| 1996-11-01 | 33.5838618285 |
| 1996-12-01 | 33.9735780427 |
| 1997-01-01 | 34.5841009450 |
| 1997-02-01 | 34.9534618955 |
| 1997-03-01 | 35.4380207483 |
| 1997-04-01 | 36.0475745853 |
| 1997-05-01 | 36.3914618824 |
| 1997-06-01 | 36.6008652525 |
| 1997-07-01 | 37.3088870406 |
| 1997-08-01 | 37.4703896910 |
| 1997-09-01 | 38.0536469199 |
| 1997-10-01 | 37.9051436452 |
| 1997-11-01 | 38.4100613456 |
| 1997-12-01 | 39.2778223573 |
| 1998-01-01 | 39.4376477738 |
| 1998-02-01 | 40.0902865807 |
| 1998-03-01 | 41.1348540780 |
| 1998-04-01 | 41.9767325398 |
| 1998-05-01 | 43.1297529446 |
| 1998-06-01 | 43.4802553524 |
| 1998-07-01 | 43.6478296579 |
| 1998-08-01 | 43.1786170304 |
| 1998-09-01 | 43.2850510897 |
| 1998-10-01 | 43.5897679471 |
| 1998-11-01 | 43.7519011869 |
| 1998-12-01 | 44.4606969526 |
| 1999-01-01 | 45.1919826457 |
| 1999-02-01 | 45.7112091130 |
| 1999-03-01 | 45.8936263590 |
| 1999-04-01 | 45.9247098420 |
| 1999-05-01 | 46.6935567943 |
| 1999-06-01 | 47.9260458120 |
| 1999-07-01 | 47.3703745050 |
| 1999-08-01 | 47.9450021560 |
| 1999-09-01 | 48.5516982588 |
| 1999-10-01 | 49.8000421225 |
| 1999-11-01 | 50.3500229427 |
| 1999-12-01 | 50.6218137253 |
| 2000-01-01 | 47.5006455516 |
| 2000-02-01 | 46.8398278023 |
| 2000-03-01 | 47.8081182597 |
| 2000-04-01 | 48.5665613076 |
| 2000-05-01 | 48.6068253917 |
| 2000-06-01 | 48.3876951739 |
| 2000-07-01 | 49.3310853124 |
| 2000-08-01 | 49.5933993708 |
| 2000-09-01 | 49.4342602497 |
| 2000-10-01 | 50.5197780152 |
| 2000-11-01 | 50.9774100212 |
| 2000-12-01 | 49.6479951306 |
| 2001-01-01 | 48.9762655731 |
| 2001-02-01 | 49.1419739044 |
| 2001-03-01 | 49.4316122501 |
| 2001-04-01 | 49.7131842833 |
| 2001-05-01 | 49.1366776091 |
| 2001-06-01 | 50.3056273565 |
| 2001-07-01 | 49.9662101060 |
| 2001-08-01 | 50.3353618626 |
| 2001-09-01 | 49.9544695828 |
| 2001-10-01 | 48.2309835265 |
| 2001-11-01 | 48.4309360720 |
| 2001-12-01 | 48.5633401666 |
| 2002-01-01 | 46.1329217040 |
| 2002-02-01 | 46.7182797103 |
| 2002-03-01 | 46.6224017046 |
| 2002-04-01 | 46.2122690718 |
| 2002-05-01 | 46.4386039518 |
| 2002-06-01 | 45.6041252604 |
| 2002-07-01 | 44.3247183715 |
| 2002-08-01 | 43.8571015811 |
| 2002-09-01 | 43.6172821738 |
| 2002-10-01 | 42.5319313487 |
| 2002-11-01 | 42.3496382782 |
| 2002-12-01 | 42.3166794922 |
| 2003-01-01 | 42.2994931959 |
| 2003-02-01 | 41.4410441433 |
| 2003-03-01 | 40.6539431062 |
| 2003-04-01 | 39.3024922035 |
| 2003-05-01 | 39.9033641474 |
| 2003-06-01 | 39.4042784322 |
| 2003-07-01 | 41.4709812974 |
| 2003-08-01 | 40.2332494825 |
| 2003-09-01 | 40.4133011084 |
| 2003-10-01 | 40.9707591812 |
| 2003-11-01 | 41.0790307370 |
| 2003-12-01 | 41.1657844937 |
| 2004-01-01 | 44.2583044403 |
| 2004-02-01 | 44.4157506332 |
| 2004-03-01 | 43.3386284233 |
| 2004-04-01 | 45.1856921617 |
| 2004-05-01 | 45.1393761783 |
| 2004-06-01 | 44.9079336995 |
| 2004-07-01 | 46.5833823491 |
| 2004-08-01 | 45.1117050274 |
| 2004-09-01 | 44.8524414213 |
| 2004-10-01 | 46.0252751591 |
| 2004-11-01 | 45.1599269726 |
| 2004-12-01 | 44.5341384448 |
| 2005-01-01 | 43.3236258639 |
| 2005-02-01 | 43.8541022398 |
| 2005-03-01 | 43.6489505819 |
| 2005-04-01 | 44.6506778749 |
| 2005-05-01 | 44.6498473237 |
| 2005-06-01 | 45.5160986355 |
| 2005-07-01 | 45.5480123933 |
| 2005-08-01 | 45.8426352179 |
| 2005-09-01 | 46.4068134107 |
| 2005-10-01 | 46.5798637092 |
| 2005-11-01 | 47.2491872729 |
| 2005-12-01 | 47.8021918529 |
| 2006-01-01 | 47.6723701992 |
| 2006-02-01 | 47.6848080410 |
| 2006-03-01 | 47.8599390256 |
| 2006-04-01 | 46.6356669654 |
| 2006-05-01 | 46.9647392569 |
| 2006-06-01 | 47.5521170489 |
| 2006-07-01 | 46.3004137044 |
| 2006-08-01 | 46.1637812622 |
| 2006-09-01 | 46.0643817392 |
| 2006-10-01 | 45.5710218813 |
| 2006-11-01 | 45.4585500940 |
| 2006-12-01 | 45.5763080339 |
| 2007-01-01 | 46.2647505204 |
| 2007-02-01 | 46.7357805295 |
| 2007-03-01 | 47.4696891581 |
| 2007-04-01 | 47.4153087207 |
| 2007-05-01 | 47.7741512247 |
| 2007-06-01 | 47.7596967966 |
| 2007-07-01 | 47.4704110409 |
| 2007-08-01 | 47.9468200349 |
| 2007-09-01 | 47.9548774429 |
| 2007-10-01 | 47.8456743654 |
| 2007-11-01 | 47.5514450156 |
| 2007-12-01 | 47.0311756163 |
| 2008-01-01 | 46.4163036263 |
| 2008-02-01 | 46.2979996962 |
| 2008-03-01 | 45.7326160274 |
| 2008-04-01 | 45.6133995110 |
| 2008-05-01 | 45.4133774505 |
| 2008-06-01 | 45.1978355194 |
| 2008-07-01 | 45.1706115333 |
| 2008-08-01 | 44.8673959091 |
| 2008-09-01 | 44.6811113537 |
| 2008-10-01 | 43.3042561056 |
| 2008-11-01 | 42.3678691949 |
| 2008-12-01 | 41.3618231134 |
| 2009-01-01 | 37.8656683237 |
| 2009-02-01 | 37.2474899697 |
| 2009-03-01 | 35.8666952897 |
| 2009-04-01 | 33.7205947404 |
| 2009-05-01 | 32.7351703476 |
| 2009-06-01 | 33.4292481215 |
| 2009-07-01 | 32.6740519063 |
| 2009-08-01 | 31.9140132406 |
| 2009-09-01 | 31.8768425535 |
| 2009-10-01 | 32.3535358577 |
| 2009-11-01 | 32.2251528678 |
| 2009-12-01 | 32.7377774082 |
| 2010-01-01 | 33.2268031707 |
| 2010-02-01 | 33.5378404376 |
| 2010-03-01 | 33.8549936815 |
| 2010-04-01 | 34.6079669610 |
| 2010-05-01 | 35.0878335978 |
| 2010-06-01 | 35.6420336643 |
| 2010-07-01 | 36.7681032318 |
| 2010-08-01 | 37.0556087276 |
| 2010-09-01 | 37.4540626421 |
| 2010-10-01 | 38.0798060256 |
| 2010-11-01 | 38.3309999894 |
| 2010-12-01 | 38.7379183354 |
| 2011-01-01 | 38.0934379308 |
| 2011-02-01 | 37.8164220308 |
| 2011-03-01 | 38.1021413060 |
| 2011-04-01 | 38.4085618408 |
| 2011-05-01 | 38.4371331221 |
| 2011-06-01 | 38.2245442496 |
| 2011-07-01 | 38.6670534328 |
| 2011-08-01 | 38.7333069520 |
| 2011-09-01 | 38.8037025499 |
| 2011-10-01 | 38.6600250972 |
| 2011-11-01 | 38.1287527933 |
| 2011-12-01 | 39.0333160921 |
| 2012-01-01 | 39.4503616973 |
| 2012-02-01 | 40.2790309304 |
| 2012-03-01 | 39.8196154708 |
| 2012-04-01 | 39.6048234704 |
| 2012-05-01 | 39.8597959240 |
| 2012-06-01 | 40.4599788658 |
| 2012-07-01 | 40.3659694875 |
| 2012-08-01 | 40.9528006288 |
| 2012-09-01 | 40.6608220403 |
| 2012-10-01 | 40.4424566598 |
| 2012-11-01 | 40.7325276845 |
| 2012-12-01 | 40.6396922775 |
| 2013-01-01 | 40.4447873914 |
| 2013-02-01 | 40.5941186464 |
| 2013-03-01 | 40.8480202980 |
| 2013-04-01 | 40.7892298491 |
| 2013-05-01 | 40.9604558504 |
| 2013-06-01 | 41.0513314350 |
| 2013-07-01 | 40.7264449460 |
| 2013-08-01 | 40.7105194955 |
| 2013-09-01 | 41.1803930072 |
| 2013-10-01 | 41.7520635289 |
| 2013-11-01 | 42.0630182018 |
| 2013-12-01 | 41.7380942102 |
| 2014-01-01 | 42.0987518199 |
| 2014-02-01 | 42.3740509087 |
| 2014-03-01 | 42.5603075405 |
| 2014-04-01 | 43.1318051898 |
| 2014-05-01 | 43.1401847539 |
| 2014-06-01 | 43.0242946741 |
| 2014-07-01 | 43.2039187045 |
| 2014-08-01 | 43.3230338890 |
| 2014-09-01 | 43.0900786151 |
| 2014-10-01 | 43.2867672766 |
| 2014-11-01 | 43.2969331482 |
| 2014-12-01 | 43.1152328676 |
| 2015-01-01 | 43.3474889973 |
| 2015-02-01 | 41.7980396304 |
| 2015-03-01 | 41.0717205905 |
| 2015-04-01 | 40.2151590684 |
| 2015-05-01 | 40.0686018927 |
| 2015-06-01 | 38.9970668299 |
| 2015-07-01 | 39.4111058359 |
| 2015-08-01 | 38.8559736534 |
| 2015-09-01 | 37.6496212959 |
| 2015-10-01 | 38.2290893493 |
| 2015-11-01 | 37.8849131366 |
| 2015-12-01 | 38.1913904313 |
| 2016-01-01 | 37.9536753623 |
| 2016-02-01 | 37.5565404997 |
| 2016-03-01 | 36.6675310239 |
| 2016-04-01 | 37.2181180428 |
| 2016-05-01 | 36.6180856718 |
| 2016-06-01 | 36.5026320265 |
| 2016-07-01 | 36.0053816847 |
| 2016-08-01 | 35.8452229703 |
| 2016-09-01 | 36.2354192002 |
| 2016-10-01 | 36.1849378906 |
| 2016-11-01 | 36.0337102873 |
| 2016-12-01 | 36.3349707827 |
| 2017-01-01 | 37.1122347748 |
| 2017-02-01 | 37.5514755031 |
| 2017-03-01 | 38.1464093301 |
| 2017-04-01 | 38.7038629708 |
| 2017-05-01 | 39.1545330563 |
| 2017-06-01 | 39.3422927610 |
| 2017-07-01 | 39.4912631055 |
| 2017-08-01 | 39.8734298026 |
| 2017-09-01 | 39.8743778101 |
| 2017-10-01 | 40.0109257793 |
| 2017-11-01 | 39.6897898350 |
| 2017-12-01 | 40.2343360929 |
| 2018-01-01 | 40.3262415829 |
| 2018-02-01 | 40.6572075335 |
| 2018-03-01 | 40.9650729162 |
| 2018-04-01 | 40.8066815034 |
| 2018-05-01 | 41.0094441621 |
| 2018-06-01 | 41.7586628619 |
| 2018-07-01 | 42.2259350304 |
| 2018-08-01 | 42.5312707630 |
| 2018-09-01 | 42.3047183860 |
| 2018-10-01 | 41.9836794266 |
| 2018-11-01 | 42.0185026668 |
| 2018-12-01 | 41.8465185284 |
| 2019-01-01 | 41.7195169571 |
| 2019-02-01 | 41.8659040439 |
| 2019-03-01 | 41.7688864456 |
| 2019-04-01 | 41.9195633654 |
| 2019-05-01 | 42.0649424580 |
| 2019-06-01 | 42.0251844813 |
| 2019-07-01 | 41.9625406761 |
| 2019-08-01 | 41.8613869139 |
| 2019-09-01 | 41.6994106381 |
| 2019-10-01 | 41.5207809263 |
| 2019-11-01 | 41.6456150974 |
| 2019-12-01 | 41.4014009187 |
| 2020-01-01 | 41.3282924851 |
| 2020-02-01 | 40.9607644762 |
| 2020-03-01 | 40.3920028392 |
| 2020-04-01 | 32.5852592562 |
| 2020-05-01 | 32.7579915428 |
| 2020-06-01 | 34.6455473679 |
| 2020-07-01 | 35.2839411962 |
| 2020-08-01 | 36.4868983231 |
| 2020-09-01 | 36.6758934558 |
| 2020-10-01 | 37.8412065817 |
| 2020-11-01 | 38.3922845203 |
| 2020-12-01 | 39.1700827007 |
| 2021-01-01 | 39.2916079620 |
| 2021-02-01 | 38.3347263591 |
| 2021-03-01 | 40.2682338851 |
| 2021-04-01 | 40.4709866506 |
| 2021-05-01 | 40.3515725794 |
| 2021-06-01 | 40.4477094160 |
| 2021-07-01 | 40.9518281571 |
| 2021-08-01 | 41.0818475767 |
| 2021-09-01 | 40.8552238945 |
| 2021-10-01 | 42.9399135600 |
| 2021-11-01 | 42.8503841010 |
| 2021-12-01 | 43.9368522429 |
| 2022-01-01 | 43.1787150027 |
| 2022-02-01 | 43.3761705512 |
| 2022-03-01 | 43.5351021851 |
| 2022-04-01 | 43.8253866491 |
| 2022-05-01 | 44.0584674398 |
| 2022-06-01 | 43.8086465270 |
| 2022-07-01 | 44.1610779786 |
| 2022-08-01 | 43.9600866832 |
| 2022-09-01 | 44.3076154328 |
| 2022-10-01 | 44.4240888663 |
| 2022-11-01 | 44.3237828257 |
| 2022-12-01 | 43.9171782368 |
| 2023-01-01 | 44.6229444796 |
| 2023-02-01 | 44.2015773723 |
| 2023-03-01 | 43.9324304781 |
| 2023-04-01 | 43.3969252027 |
| 2023-05-01 | 42.9438303610 |
| 2023-06-01 | 42.8328784195 |
| 2023-07-01 | 41.6485531441 |
| 2023-08-01 | 41.7694375687 |
| 2023-09-01 | 41.8967236124 |
| 2023-10-01 | 41.3281068853 |
| 2023-11-01 | 40.8990064369 |
| 2023-12-01 | 40.5976768776 |
| 2024-01-01 | 40.0543531422 |
| 2024-02-01 | 40.3059141159 |
| 2024-03-01 | 39.8926623878 |
| 2024-04-01 | 39.7048736492 |
| 2024-05-01 | 39.1679116463 |
| 2024-06-01 | 37.6672530459 |
| 2024-07-01 | 37.8947432492 |
| 2024-08-01 | 38.1424508658 |
| 2024-09-01 | 37.7034257170 |
| 2024-10-01 | 37.2867979066 |
| 2024-11-01 | 37.4570989014 |
| 2024-12-01 | 38.2315428425 |
| 2025-01-01 | 37.4751738029 |
| 2025-02-01 | 37.3172008191 |
| 2025-03-01 | 37.8011159352 |
| 2025-04-01 | 38.4524225587 |
| 2025-05-01 | 38.3359765314 |
| 2025-06-01 | 37.3485215841 |
| 2025-07-01 | 36.9177637362 |
| 2025-08-01 | 37.2341404812 |
| 2025-09-01 | 37.2283251172 |
| 2025-10-01 | 37.5547780323 |
| 2025-11-01 | 37.4652869539 |
| 2025-12-01 | 37.2198111748 |
| 2026-01-01 | 37.4832985859 |
| 2026-02-01 | 37.2698635617 |
| 2026-03-01 | 36.8719388186 |
| 2026-04-01 | 36.9082594341 |
| 2026-05-01 | 36.4997712061 |
| 2026-06-01 | 37.9205623703 |
| 2026-07-01 | 38.6404372791 |
| 2026-08-01 | 38.1283769717 |