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 2025-12-01 |
| Last Updated | 2026-01-28 2:20 AM CST |
| 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 | 18.6970103033491 |
| 1990-02-01 | 18.4392330695408 |
| 1990-03-01 | 18.7474025495852 |
| 1990-04-01 | 17.9838136763830 |
| 1990-05-01 | 17.6393771403349 |
| 1990-06-01 | 17.8612103285928 |
| 1990-07-01 | 17.7169672836109 |
| 1990-08-01 | 17.6576375406734 |
| 1990-09-01 | 18.9858097720748 |
| 1990-10-01 | 15.9438790345655 |
| 1990-11-01 | 16.5685836763911 |
| 1990-12-01 | 17.6963870815739 |
| 1991-01-01 | 17.6299204581588 |
| 1991-02-01 | 17.6640528646910 |
| 1991-03-01 | 17.5697531272791 |
| 1991-04-01 | 17.5021541262774 |
| 1991-05-01 | 17.1614123500284 |
| 1991-06-01 | 17.1985165740428 |
| 1991-07-01 | 16.1728756106249 |
| 1991-08-01 | 16.6396572546154 |
| 1991-09-01 | 15.9262591770443 |
| 1991-10-01 | 15.9204391761487 |
| 1991-11-01 | 16.0216783464469 |
| 1991-12-01 | 15.9346234759177 |
| 1992-01-01 | 16.6416844265260 |
| 1992-02-01 | 16.4930138804628 |
| 1992-03-01 | 16.5088378812321 |
| 1992-04-01 | 17.7730606602415 |
| 1992-05-01 | 17.7693711770478 |
| 1992-06-01 | 16.8531087057628 |
| 1992-07-01 | 18.1284235661699 |
| 1992-08-01 | 18.1849429018315 |
| 1992-09-01 | 18.6126012038773 |
| 1992-10-01 | 19.0790977424560 |
| 1992-11-01 | 19.2486496768039 |
| 1992-12-01 | 19.6936182106830 |
| 1993-01-01 | 20.2938530285313 |
| 1993-02-01 | 20.7612749662846 |
| 1993-03-01 | 20.6699553858315 |
| 1993-04-01 | 20.4599509844628 |
| 1993-05-01 | 20.6373577472572 |
| 1993-06-01 | 21.1119777330083 |
| 1993-07-01 | 21.8713761874334 |
| 1993-08-01 | 21.2156297030297 |
| 1993-09-01 | 21.2981983669318 |
| 1993-10-01 | 21.6291635689996 |
| 1993-11-01 | 21.7500591594496 |
| 1993-12-01 | 22.0856813784525 |
| 1994-01-01 | 21.3143267871102 |
| 1994-02-01 | 21.0454532892093 |
| 1994-03-01 | 21.0146282132170 |
| 1994-04-01 | 22.7639089814918 |
| 1994-05-01 | 22.8516810980603 |
| 1994-06-01 | 23.4070498948539 |
| 1994-07-01 | 24.1912527141155 |
| 1994-08-01 | 24.6387852732622 |
| 1994-09-01 | 25.0370479656361 |
| 1994-10-01 | 25.2889617551866 |
| 1994-11-01 | 25.9277462334942 |
| 1994-12-01 | 26.5250715814400 |
| 1995-01-01 | 25.8646146681775 |
| 1995-02-01 | 26.7293663891108 |
| 1995-03-01 | 26.8741384486696 |
| 1995-04-01 | 26.0925840271031 |
| 1995-05-01 | 26.3744291219447 |
| 1995-06-01 | 26.5157682112356 |
| 1995-07-01 | 26.0758249157705 |
| 1995-08-01 | 27.2780572235322 |
| 1995-09-01 | 27.5833046158525 |
| 1995-10-01 | 28.4504125077741 |
| 1995-11-01 | 29.8241520665565 |
| 1995-12-01 | 30.1002063541943 |
| 1996-01-01 | 31.3486378814103 |
| 1996-02-01 | 31.8257649457276 |
| 1996-03-01 | 31.9327340756366 |
| 1996-04-01 | 31.1930641880563 |
| 1996-05-01 | 32.2266169027364 |
| 1996-06-01 | 32.5220623519570 |
| 1996-07-01 | 32.7768783591985 |
| 1996-08-01 | 34.3061315535929 |
| 1996-09-01 | 34.2291222186009 |
| 1996-10-01 | 33.8783019648459 |
| 1996-11-01 | 33.5217335308629 |
| 1996-12-01 | 33.9350167643245 |
| 1997-01-01 | 34.5640917900433 |
| 1997-02-01 | 35.0083271354630 |
| 1997-03-01 | 35.4609061658627 |
| 1997-04-01 | 35.9958430481767 |
| 1997-05-01 | 36.4522064771975 |
| 1997-06-01 | 36.6370950037485 |
| 1997-07-01 | 37.3581396995682 |
| 1997-08-01 | 37.4120618009028 |
| 1997-09-01 | 38.1621151759755 |
| 1997-10-01 | 37.8451250318759 |
| 1997-11-01 | 38.2951888448290 |
| 1997-12-01 | 39.2690712000152 |
| 1998-01-01 | 39.3855731989065 |
| 1998-02-01 | 40.0811361168883 |
| 1998-03-01 | 41.1063225489296 |
| 1998-04-01 | 41.9723303174969 |
| 1998-05-01 | 43.2732160937408 |
| 1998-06-01 | 43.5459339244896 |
| 1998-07-01 | 43.7713085920909 |
| 1998-08-01 | 43.0659149647583 |
| 1998-09-01 | 43.2241104689358 |
| 1998-10-01 | 43.6724899781442 |
| 1998-11-01 | 43.6683072422800 |
| 1998-12-01 | 44.4206371910893 |
| 1999-01-01 | 45.0830223006296 |
| 1999-02-01 | 45.7783729606769 |
| 1999-03-01 | 45.8655592478531 |
| 1999-04-01 | 45.9277331495209 |
| 1999-05-01 | 46.7453394619305 |
| 1999-06-01 | 48.0027862195688 |
| 1999-07-01 | 47.4638012756295 |
| 1999-08-01 | 47.8946939892787 |
| 1999-09-01 | 48.3752457062122 |
| 1999-10-01 | 49.9867299217391 |
| 1999-11-01 | 50.3696602134564 |
| 1999-12-01 | 50.5045280248220 |
| 2000-01-01 | 47.3369391490734 |
| 2000-02-01 | 46.9377019057330 |
| 2000-03-01 | 47.7693472337691 |
| 2000-04-01 | 48.6859249051824 |
| 2000-05-01 | 48.5855568363684 |
| 2000-06-01 | 48.4385520500353 |
| 2000-07-01 | 49.3426741203284 |
| 2000-08-01 | 49.6205367262706 |
| 2000-09-01 | 49.2945965462274 |
| 2000-10-01 | 50.6862843894526 |
| 2000-11-01 | 50.9911715791050 |
| 2000-12-01 | 49.4935455684330 |
| 2001-01-01 | 48.7871049979857 |
| 2001-02-01 | 49.2925447538458 |
| 2001-03-01 | 49.4408230253793 |
| 2001-04-01 | 49.8464859366358 |
| 2001-05-01 | 49.0587195175848 |
| 2001-06-01 | 50.4189110830414 |
| 2001-07-01 | 49.8199463646005 |
| 2001-08-01 | 50.4154134072141 |
| 2001-09-01 | 50.0297167789162 |
| 2001-10-01 | 48.1634949517404 |
| 2001-11-01 | 48.3746333765534 |
| 2001-12-01 | 48.4822514117691 |
| 2002-01-01 | 46.0284819000291 |
| 2002-02-01 | 46.8305520331773 |
| 2002-03-01 | 46.6754804185633 |
| 2002-04-01 | 46.3113915802374 |
| 2002-05-01 | 46.5095793107338 |
| 2002-06-01 | 45.6161882891859 |
| 2002-07-01 | 44.0965297797372 |
| 2002-08-01 | 43.8788765679941 |
| 2002-09-01 | 43.7392226668710 |
| 2002-10-01 | 42.3925722700679 |
| 2002-11-01 | 42.3505663840677 |
| 2002-12-01 | 42.3399248691385 |
| 2003-01-01 | 42.3528094097582 |
| 2003-02-01 | 41.4567411730483 |
| 2003-03-01 | 40.6361097047890 |
| 2003-04-01 | 39.4096165665675 |
| 2003-05-01 | 39.9481746418421 |
| 2003-06-01 | 39.3056606344630 |
| 2003-07-01 | 41.2645822193266 |
| 2003-08-01 | 40.2361814149087 |
| 2003-09-01 | 40.4816583134518 |
| 2003-10-01 | 40.8582312132754 |
| 2003-11-01 | 41.2313182537455 |
| 2003-12-01 | 41.3214684170096 |
| 2004-01-01 | 44.3326278826729 |
| 2004-02-01 | 44.2724372364443 |
| 2004-03-01 | 43.2431376325849 |
| 2004-04-01 | 45.3818566931553 |
| 2004-05-01 | 45.1337524195580 |
| 2004-06-01 | 44.7536668113603 |
| 2004-07-01 | 46.4502281414921 |
| 2004-08-01 | 45.1082357845150 |
| 2004-09-01 | 44.8396028071847 |
| 2004-10-01 | 45.9380374871998 |
| 2004-11-01 | 45.4085154409267 |
| 2004-12-01 | 44.7343617435109 |
| 2005-01-01 | 43.3584645507802 |
| 2005-02-01 | 43.6303132507317 |
| 2005-03-01 | 43.5562728596825 |
| 2005-04-01 | 44.8659916629197 |
| 2005-05-01 | 44.5643685074538 |
| 2005-06-01 | 45.5276316873147 |
| 2005-07-01 | 45.4048040605270 |
| 2005-08-01 | 45.8724673930865 |
| 2005-09-01 | 46.4426032973968 |
| 2005-10-01 | 46.3912010828552 |
| 2005-11-01 | 47.3719234465239 |
| 2005-12-01 | 47.9014775283862 |
| 2006-01-01 | 47.6906294363396 |
| 2006-02-01 | 47.5389846075968 |
| 2006-03-01 | 47.9316022597798 |
| 2006-04-01 | 46.7755432988876 |
| 2006-05-01 | 46.9712096463595 |
| 2006-06-01 | 47.6332198297838 |
| 2006-07-01 | 46.1486733916364 |
| 2006-08-01 | 46.2136228094932 |
| 2006-09-01 | 46.1315981332995 |
| 2006-10-01 | 45.3466291403836 |
| 2006-11-01 | 45.3773530453349 |
| 2006-12-01 | 45.4125893176034 |
| 2007-01-01 | 46.3581108472006 |
| 2007-02-01 | 46.7704964610604 |
| 2007-03-01 | 47.6611689624411 |
| 2007-04-01 | 47.5223120184562 |
| 2007-05-01 | 47.8498299050525 |
| 2007-06-01 | 47.8688471589897 |
| 2007-07-01 | 47.3271235115341 |
| 2007-08-01 | 47.9615228870934 |
| 2007-09-01 | 47.9678893166355 |
| 2007-10-01 | 47.6913596528937 |
| 2007-11-01 | 47.3289428250926 |
| 2007-12-01 | 46.6859841012082 |
| 2008-01-01 | 46.5711400204084 |
| 2008-02-01 | 46.5096639837657 |
| 2008-03-01 | 45.9337236169536 |
| 2008-04-01 | 45.7426865332206 |
| 2008-05-01 | 45.4821163303787 |
| 2008-06-01 | 45.2491079023850 |
| 2008-07-01 | 45.1380301108075 |
| 2008-08-01 | 44.8196037041040 |
| 2008-09-01 | 44.5980568296011 |
| 2008-10-01 | 43.2565041011535 |
| 2008-11-01 | 42.1065700898374 |
| 2008-12-01 | 40.9901678380335 |
| 2009-01-01 | 38.0638420358494 |
| 2009-02-01 | 37.4800192298883 |
| 2009-03-01 | 36.0110920855771 |
| 2009-04-01 | 33.8910430749872 |
| 2009-05-01 | 32.7758498679152 |
| 2009-06-01 | 33.4613890101068 |
| 2009-07-01 | 32.7169978591806 |
| 2009-08-01 | 31.7811693550571 |
| 2009-09-01 | 31.7406606456846 |
| 2009-10-01 | 32.3672092356792 |
| 2009-11-01 | 31.9709377612567 |
| 2009-12-01 | 32.4734295178579 |
| 2010-01-01 | 33.4240397506387 |
| 2010-02-01 | 33.7285016992919 |
| 2010-03-01 | 33.9449889883060 |
| 2010-04-01 | 34.7644749082152 |
| 2010-05-01 | 35.1084133398321 |
| 2010-06-01 | 35.5973800324350 |
| 2010-07-01 | 36.8688414596272 |
| 2010-08-01 | 36.9936337337519 |
| 2010-09-01 | 37.3358754762652 |
| 2010-10-01 | 38.0571918588291 |
| 2010-11-01 | 38.1331573328352 |
| 2010-12-01 | 38.6027302965852 |
| 2011-01-01 | 38.1806734858414 |
| 2011-02-01 | 37.9115702114837 |
| 2011-03-01 | 38.2074507271914 |
| 2011-04-01 | 38.5124160484275 |
| 2011-05-01 | 38.4752831732460 |
| 2011-06-01 | 38.2100480313660 |
| 2011-07-01 | 38.7073732151581 |
| 2011-08-01 | 38.7198086702603 |
| 2011-09-01 | 38.7466112103346 |
| 2011-10-01 | 38.6117023586544 |
| 2011-11-01 | 38.0076221300683 |
| 2011-12-01 | 38.9309191512598 |
| 2012-01-01 | 39.4487986287031 |
| 2012-02-01 | 40.3562793492899 |
| 2012-03-01 | 39.9154920147550 |
| 2012-04-01 | 39.6557107903785 |
| 2012-05-01 | 39.8856124769505 |
| 2012-06-01 | 40.5117472775041 |
| 2012-07-01 | 40.3164736776953 |
| 2012-08-01 | 40.9909462080339 |
| 2012-09-01 | 40.6152772785091 |
| 2012-10-01 | 40.3854720512921 |
| 2012-11-01 | 40.7281156047968 |
| 2012-12-01 | 40.5872848298887 |
| 2013-01-01 | 40.3723374735172 |
| 2013-02-01 | 40.6403452720836 |
| 2013-03-01 | 40.9366102470791 |
| 2013-04-01 | 40.7959986551949 |
| 2013-05-01 | 41.0223499413250 |
| 2013-06-01 | 41.1124480456118 |
| 2013-07-01 | 40.6553183795352 |
| 2013-08-01 | 40.6638100725841 |
| 2013-09-01 | 41.0957772773874 |
| 2013-10-01 | 41.7614436603349 |
| 2013-11-01 | 42.0948895146245 |
| 2013-12-01 | 41.7226256814227 |
| 2014-01-01 | 42.0927461287147 |
| 2014-02-01 | 42.4323317705334 |
| 2014-03-01 | 42.5795102030309 |
| 2014-04-01 | 43.1618754825422 |
| 2014-05-01 | 43.1897700235760 |
| 2014-06-01 | 43.0137461843848 |
| 2014-07-01 | 43.1615106186257 |
| 2014-08-01 | 43.2450676607690 |
| 2014-09-01 | 42.9860158518467 |
| 2014-10-01 | 43.3014023508945 |
| 2014-11-01 | 43.2981185448482 |
| 2014-12-01 | 43.1896166875080 |
| 2015-01-01 | 43.3980959242600 |
| 2015-02-01 | 41.8366791738250 |
| 2015-03-01 | 41.0623535935678 |
| 2015-04-01 | 40.2423825860396 |
| 2015-05-01 | 40.1415209748298 |
| 2015-06-01 | 38.9449823825650 |
| 2015-07-01 | 39.4017600737319 |
| 2015-08-01 | 38.7485925440395 |
| 2015-09-01 | 37.6029179790601 |
| 2015-10-01 | 38.2356411076572 |
| 2015-11-01 | 37.7794077649344 |
| 2015-12-01 | 38.2477688091321 |
| 2016-01-01 | 38.0632882435675 |
| 2016-02-01 | 37.5859985335174 |
| 2016-03-01 | 36.6632176614247 |
| 2016-04-01 | 37.2673633345720 |
| 2016-05-01 | 36.6223009887560 |
| 2016-06-01 | 36.5150544681555 |
| 2016-07-01 | 35.9964816000349 |
| 2016-08-01 | 35.7875471031786 |
| 2016-09-01 | 36.2698374391836 |
| 2016-10-01 | 36.1697567817053 |
| 2016-11-01 | 35.8920332398849 |
| 2016-12-01 | 36.3195014122355 |
| 2017-01-01 | 37.1659514955655 |
| 2017-02-01 | 37.5719686669767 |
| 2017-03-01 | 38.1536312969242 |
| 2017-04-01 | 38.7298907775307 |
| 2017-05-01 | 39.1506409569269 |
| 2017-06-01 | 39.3931736131166 |
| 2017-07-01 | 39.5198400652995 |
| 2017-08-01 | 39.8735707402317 |
| 2017-09-01 | 39.9407720974610 |
| 2017-10-01 | 39.9820038930424 |
| 2017-11-01 | 39.6067103798276 |
| 2017-12-01 | 40.1824235704767 |
| 2018-01-01 | 40.3249196988863 |
| 2018-02-01 | 40.6864146440060 |
| 2018-03-01 | 40.9099256848586 |
| 2018-04-01 | 40.7658473770599 |
| 2018-05-01 | 40.9502483561929 |
| 2018-06-01 | 41.8377197604010 |
| 2018-07-01 | 42.2886299849231 |
| 2018-08-01 | 42.6221646562062 |
| 2018-09-01 | 42.3646468193244 |
| 2018-10-01 | 41.9427121801602 |
| 2018-11-01 | 42.0299520888035 |
| 2018-12-01 | 41.8343857799850 |
| 2019-01-01 | 41.6942313492617 |
| 2019-02-01 | 41.9002120083674 |
| 2019-03-01 | 41.6324035408661 |
| 2019-04-01 | 41.8306782379778 |
| 2019-05-01 | 42.0104277751378 |
| 2019-06-01 | 42.0549164991953 |
| 2019-07-01 | 42.0089161310313 |
| 2019-08-01 | 41.9741342515375 |
| 2019-09-01 | 41.7156856323993 |
| 2019-10-01 | 41.4806857161029 |
| 2019-11-01 | 41.7293963423894 |
| 2019-12-01 | 41.4979262829358 |
| 2020-01-01 | 41.3552299419363 |
| 2020-02-01 | 40.9895979846607 |
| 2020-03-01 | 40.2183517721654 |
| 2020-04-01 | 32.4962771366676 |
| 2020-05-01 | 32.6867034028959 |
| 2020-06-01 | 34.6097759674104 |
| 2020-07-01 | 35.2787844487457 |
| 2020-08-01 | 36.5596663638133 |
| 2020-09-01 | 36.6471714333316 |
| 2020-10-01 | 37.8313255845514 |
| 2020-11-01 | 38.4806173478082 |
| 2020-12-01 | 39.2795081499528 |
| 2021-01-01 | 39.4045889924354 |
| 2021-02-01 | 38.3734187468481 |
| 2021-03-01 | 40.1874861137920 |
| 2021-04-01 | 40.4742347457014 |
| 2021-05-01 | 40.2683038597013 |
| 2021-06-01 | 40.3459862326248 |
| 2021-07-01 | 40.9070773243387 |
| 2021-08-01 | 40.9600848925452 |
| 2021-09-01 | 40.8479471642177 |
| 2021-10-01 | 42.9177694079384 |
| 2021-11-01 | 42.9079676175536 |
| 2021-12-01 | 44.0018756128479 |
| 2022-01-01 | 43.4013942317367 |
| 2022-02-01 | 43.4843877083729 |
| 2022-03-01 | 43.5699063445415 |
| 2022-04-01 | 43.8773479617832 |
| 2022-05-01 | 43.9725500710768 |
| 2022-06-01 | 43.7205490499667 |
| 2022-07-01 | 44.0073307209496 |
| 2022-08-01 | 43.7070621130233 |
| 2022-09-01 | 44.3531200567927 |
| 2022-10-01 | 44.3454652218044 |
| 2022-11-01 | 44.2975029411621 |
| 2022-12-01 | 43.9502288486768 |
| 2023-01-01 | 44.9537196755154 |
| 2023-02-01 | 44.3444155894585 |
| 2023-03-01 | 44.0911901021420 |
| 2023-04-01 | 43.5129782885388 |
| 2023-05-01 | 42.8474192237585 |
| 2023-06-01 | 42.7972041200232 |
| 2023-07-01 | 41.3463982063411 |
| 2023-08-01 | 41.4205666289150 |
| 2023-09-01 | 41.9667983627779 |
| 2023-10-01 | 41.2151155872858 |
| 2023-11-01 | 40.8239840327022 |
| 2023-12-01 | 40.7193589459830 |
| 2024-01-01 | 40.4391842737991 |
| 2024-02-01 | 40.4418287308933 |
| 2024-03-01 | 40.0561507218155 |
| 2024-04-01 | 39.7157743481687 |
| 2024-05-01 | 39.1614321599720 |
| 2024-06-01 | 37.6809845399859 |
| 2024-07-01 | 37.2134082027394 |
| 2024-08-01 | 37.4450411586911 |
| 2024-09-01 | 37.1897635794555 |
| 2024-10-01 | 36.8932193893457 |
| 2024-11-01 | 37.6645892737670 |
| 2024-12-01 | 37.0655924843598 |
| 2025-01-01 | 36.5162073885926 |
| 2025-02-01 | 37.0695823705552 |
| 2025-03-01 | 37.4541903072274 |
| 2025-04-01 | 38.3188042476739 |
| 2025-05-01 | 39.0232484001995 |
| 2025-06-01 | 39.3357310686355 |
| 2025-07-01 | 39.7524007118388 |
| 2025-08-01 | 40.3791681327071 |
| 2025-09-01 | 39.3354870066297 |
| 2025-10-01 | 39.5571417329443 |
| 2025-11-01 | 39.4948420900513 |
| 2025-12-01 | 39.4767809957843 |