Table Data - All Employees: Other Services in Oklahoma City, OK (MSA)
| Title | All Employees: Other Services in Oklahoma City, OK (MSA) |
|---|---|
| Series ID | OKLA440SRVO |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:43 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 | 16.8135809340 |
| 1990-02-01 | 16.9130235617 |
| 1990-03-01 | 17.0544284024 |
| 1990-04-01 | 17.2222377162 |
| 1990-05-01 | 17.3472603335 |
| 1990-06-01 | 17.4127943848 |
| 1990-07-01 | 17.2677988173 |
| 1990-08-01 | 17.2367349388 |
| 1990-09-01 | 17.2906112376 |
| 1990-10-01 | 17.0015166092 |
| 1990-11-01 | 16.9833365782 |
| 1990-12-01 | 17.1382487950 |
| 1991-01-01 | 17.4284544134 |
| 1991-02-01 | 17.5228835489 |
| 1991-03-01 | 17.5548405706 |
| 1991-04-01 | 17.5228114509 |
| 1991-05-01 | 17.4464107004 |
| 1991-06-01 | 17.5110413879 |
| 1991-07-01 | 17.8528559691 |
| 1991-08-01 | 17.6433809773 |
| 1991-09-01 | 17.6858627043 |
| 1991-10-01 | 17.8008420296 |
| 1991-11-01 | 17.7891381342 |
| 1991-12-01 | 17.7388353509 |
| 1992-01-01 | 17.3312673912 |
| 1992-02-01 | 17.3147398134 |
| 1992-03-01 | 17.2438450185 |
| 1992-04-01 | 17.3110974026 |
| 1992-05-01 | 17.4459423442 |
| 1992-06-01 | 17.4145307050 |
| 1992-07-01 | 17.2537893959 |
| 1992-08-01 | 17.4677962011 |
| 1992-09-01 | 17.3952198780 |
| 1992-10-01 | 17.6053878092 |
| 1992-11-01 | 17.6920925933 |
| 1992-12-01 | 17.8214003069 |
| 1993-01-01 | 18.0575345687 |
| 1993-02-01 | 18.1284070714 |
| 1993-03-01 | 18.3431326392 |
| 1993-04-01 | 18.4040230479 |
| 1993-05-01 | 18.2361454846 |
| 1993-06-01 | 18.4868279053 |
| 1993-07-01 | 18.8378013022 |
| 1993-08-01 | 18.8705658092 |
| 1993-09-01 | 18.9991209214 |
| 1993-10-01 | 19.0177969812 |
| 1993-11-01 | 19.0007964848 |
| 1993-12-01 | 18.9984723948 |
| 1994-01-01 | 18.9781565378 |
| 1994-02-01 | 19.0413268493 |
| 1994-03-01 | 18.9317145244 |
| 1994-04-01 | 18.8889883183 |
| 1994-05-01 | 18.9382955155 |
| 1994-06-01 | 18.9747897106 |
| 1994-07-01 | 18.9402717892 |
| 1994-08-01 | 18.7927530314 |
| 1994-09-01 | 18.9073713693 |
| 1994-10-01 | 18.8510098850 |
| 1994-11-01 | 18.8079406321 |
| 1994-12-01 | 18.8514407909 |
| 1995-01-01 | 19.1856733080 |
| 1995-02-01 | 19.1331995399 |
| 1995-03-01 | 19.0301187253 |
| 1995-04-01 | 19.4803976440 |
| 1995-05-01 | 19.5393990277 |
| 1995-06-01 | 19.6453571357 |
| 1995-07-01 | 19.7444021535 |
| 1995-08-01 | 19.9023388498 |
| 1995-09-01 | 20.1042477048 |
| 1995-10-01 | 20.3904203025 |
| 1995-11-01 | 20.6172934231 |
| 1995-12-01 | 20.6970119308 |
| 1996-01-01 | 20.8167501215 |
| 1996-02-01 | 20.8463745768 |
| 1996-03-01 | 21.1537261883 |
| 1996-04-01 | 21.1718236727 |
| 1996-05-01 | 21.2520078648 |
| 1996-06-01 | 21.3072635114 |
| 1996-07-01 | 21.2334242880 |
| 1996-08-01 | 21.5059704485 |
| 1996-09-01 | 21.3022770016 |
| 1996-10-01 | 21.3194491923 |
| 1996-11-01 | 21.4132893908 |
| 1996-12-01 | 21.5327308374 |
| 1997-01-01 | 21.5366096732 |
| 1997-02-01 | 21.5527624930 |
| 1997-03-01 | 21.4814120495 |
| 1997-04-01 | 20.9608674310 |
| 1997-05-01 | 21.1587404118 |
| 1997-06-01 | 21.3984197646 |
| 1997-07-01 | 21.5480343973 |
| 1997-08-01 | 21.5116256478 |
| 1997-09-01 | 21.5009964778 |
| 1997-10-01 | 21.2305521822 |
| 1997-11-01 | 21.2059773567 |
| 1997-12-01 | 21.2844668637 |
| 1998-01-01 | 21.3397246252 |
| 1998-02-01 | 21.4576231123 |
| 1998-03-01 | 21.4006921620 |
| 1998-04-01 | 21.2594995406 |
| 1998-05-01 | 21.7736177381 |
| 1998-06-01 | 21.8896060953 |
| 1998-07-01 | 21.9452201597 |
| 1998-08-01 | 22.0003460099 |
| 1998-09-01 | 22.2847353698 |
| 1998-10-01 | 22.6284821270 |
| 1998-11-01 | 22.8998630422 |
| 1998-12-01 | 23.1529725372 |
| 1999-01-01 | 23.0866354223 |
| 1999-02-01 | 23.3085517230 |
| 1999-03-01 | 23.3381077735 |
| 1999-04-01 | 23.5715140453 |
| 1999-05-01 | 23.5679532429 |
| 1999-06-01 | 23.3573064301 |
| 1999-07-01 | 23.8239247178 |
| 1999-08-01 | 23.7766991179 |
| 1999-09-01 | 23.7560126085 |
| 1999-10-01 | 24.1193469053 |
| 1999-11-01 | 23.9031518305 |
| 1999-12-01 | 23.9537565261 |
| 2000-01-01 | 24.0182660051 |
| 2000-02-01 | 23.9374005467 |
| 2000-03-01 | 23.9465543787 |
| 2000-04-01 | 24.0811283271 |
| 2000-05-01 | 24.0591328373 |
| 2000-06-01 | 23.9376648706 |
| 2000-07-01 | 23.9104339086 |
| 2000-08-01 | 24.0623937279 |
| 2000-09-01 | 24.2481933034 |
| 2000-10-01 | 24.2137885386 |
| 2000-11-01 | 24.2173955887 |
| 2000-12-01 | 24.1885255384 |
| 2001-01-01 | 24.2190084312 |
| 2001-02-01 | 24.2566253648 |
| 2001-03-01 | 24.4304727001 |
| 2001-04-01 | 24.1837495508 |
| 2001-05-01 | 24.2297195573 |
| 2001-06-01 | 24.4240614513 |
| 2001-07-01 | 24.2987341243 |
| 2001-08-01 | 24.3559885948 |
| 2001-09-01 | 24.1508179534 |
| 2001-10-01 | 24.1302410813 |
| 2001-11-01 | 24.1459688820 |
| 2001-12-01 | 23.9370226974 |
| 2002-01-01 | 23.5915299029 |
| 2002-02-01 | 23.6301792274 |
| 2002-03-01 | 23.5749315335 |
| 2002-04-01 | 24.0821561802 |
| 2002-05-01 | 24.0157724478 |
| 2002-06-01 | 23.8296757893 |
| 2002-07-01 | 24.0823645946 |
| 2002-08-01 | 24.1677930514 |
| 2002-09-01 | 24.2704844662 |
| 2002-10-01 | 24.1606307637 |
| 2002-11-01 | 24.0803977482 |
| 2002-12-01 | 24.0896851717 |
| 2003-01-01 | 23.9771566556 |
| 2003-02-01 | 23.9015116863 |
| 2003-03-01 | 23.6243432946 |
| 2003-04-01 | 23.4609959279 |
| 2003-05-01 | 23.4934210893 |
| 2003-06-01 | 23.4354060555 |
| 2003-07-01 | 23.3837122563 |
| 2003-08-01 | 23.3109722802 |
| 2003-09-01 | 23.1958737245 |
| 2003-10-01 | 23.2903677493 |
| 2003-11-01 | 23.3147921582 |
| 2003-12-01 | 23.3325888334 |
| 2004-01-01 | 23.4430505352 |
| 2004-02-01 | 23.4489415585 |
| 2004-03-01 | 23.4773208108 |
| 2004-04-01 | 23.4275717177 |
| 2004-05-01 | 23.3764790060 |
| 2004-06-01 | 23.2344700369 |
| 2004-07-01 | 23.1881564327 |
| 2004-08-01 | 23.0525737339 |
| 2004-09-01 | 23.0299382136 |
| 2004-10-01 | 22.9097266900 |
| 2004-11-01 | 22.9403872454 |
| 2004-12-01 | 22.9696056741 |
| 2005-01-01 | 23.3166282793 |
| 2005-02-01 | 23.3045297854 |
| 2005-03-01 | 23.1449274385 |
| 2005-04-01 | 23.0791836728 |
| 2005-05-01 | 22.9548684801 |
| 2005-06-01 | 22.8508826443 |
| 2005-07-01 | 23.2141378507 |
| 2005-08-01 | 23.1900219597 |
| 2005-09-01 | 23.2472405714 |
| 2005-10-01 | 23.3222012154 |
| 2005-11-01 | 23.3598782729 |
| 2005-12-01 | 23.3008575069 |
| 2006-01-01 | 23.1898213283 |
| 2006-02-01 | 23.1684553095 |
| 2006-03-01 | 23.2200156189 |
| 2006-04-01 | 22.8380652448 |
| 2006-05-01 | 23.0484963829 |
| 2006-06-01 | 23.0575603577 |
| 2006-07-01 | 22.9506105168 |
| 2006-08-01 | 22.9197519714 |
| 2006-09-01 | 22.9694462644 |
| 2006-10-01 | 22.9137120831 |
| 2006-11-01 | 22.8471709945 |
| 2006-12-01 | 22.9138540865 |
| 2007-01-01 | 22.9681794271 |
| 2007-02-01 | 22.9459421325 |
| 2007-03-01 | 22.9106311883 |
| 2007-04-01 | 23.2049840071 |
| 2007-05-01 | 23.3403924081 |
| 2007-06-01 | 23.3770209261 |
| 2007-07-01 | 23.2846231007 |
| 2007-08-01 | 23.3435232891 |
| 2007-09-01 | 23.2813585592 |
| 2007-10-01 | 23.2968566109 |
| 2007-11-01 | 23.3248336882 |
| 2007-12-01 | 23.1184236113 |
| 2008-01-01 | 23.4512030823 |
| 2008-02-01 | 23.6417915859 |
| 2008-03-01 | 23.6191619707 |
| 2008-04-01 | 23.7898441822 |
| 2008-05-01 | 23.8347501030 |
| 2008-06-01 | 23.7952926580 |
| 2008-07-01 | 23.9106286554 |
| 2008-08-01 | 24.0631360026 |
| 2008-09-01 | 24.0948564133 |
| 2008-10-01 | 24.0787559779 |
| 2008-11-01 | 23.9854864683 |
| 2008-12-01 | 23.9225761016 |
| 2009-01-01 | 23.9350733407 |
| 2009-02-01 | 23.8320294681 |
| 2009-03-01 | 23.7413668358 |
| 2009-04-01 | 23.3893232771 |
| 2009-05-01 | 23.3360357685 |
| 2009-06-01 | 23.3309105576 |
| 2009-07-01 | 23.2342211329 |
| 2009-08-01 | 23.0784970291 |
| 2009-09-01 | 23.0016675323 |
| 2009-10-01 | 22.9615841525 |
| 2009-11-01 | 23.0452677051 |
| 2009-12-01 | 22.9186892618 |
| 2010-01-01 | 22.7934505720 |
| 2010-02-01 | 22.7101688306 |
| 2010-03-01 | 22.7649746790 |
| 2010-04-01 | 22.7043560023 |
| 2010-05-01 | 22.6481276345 |
| 2010-06-01 | 22.5607899092 |
| 2010-07-01 | 22.4329636342 |
| 2010-08-01 | 22.5827097211 |
| 2010-09-01 | 22.6030658280 |
| 2010-10-01 | 22.7600810768 |
| 2010-11-01 | 22.8184773880 |
| 2010-12-01 | 22.9168903382 |
| 2011-01-01 | 22.6804971646 |
| 2011-02-01 | 22.6042980503 |
| 2011-03-01 | 22.5898666085 |
| 2011-04-01 | 22.6236002875 |
| 2011-05-01 | 22.8465869867 |
| 2011-06-01 | 22.6668717038 |
| 2011-07-01 | 22.6061116671 |
| 2011-08-01 | 22.6775838639 |
| 2011-09-01 | 22.8004946855 |
| 2011-10-01 | 22.7610071379 |
| 2011-11-01 | 22.8184144673 |
| 2011-12-01 | 22.7177675604 |
| 2012-01-01 | 22.7770991389 |
| 2012-02-01 | 22.8082542454 |
| 2012-03-01 | 22.7096528431 |
| 2012-04-01 | 22.7430091572 |
| 2012-05-01 | 22.6451286057 |
| 2012-06-01 | 22.5653927788 |
| 2012-07-01 | 22.3765525799 |
| 2012-08-01 | 22.2610326532 |
| 2012-09-01 | 22.0890803404 |
| 2012-10-01 | 21.9704461779 |
| 2012-11-01 | 21.8399159806 |
| 2012-12-01 | 21.9167363896 |
| 2013-01-01 | 21.9718545453 |
| 2013-02-01 | 22.0010498078 |
| 2013-03-01 | 21.9136191752 |
| 2013-04-01 | 21.9544946153 |
| 2013-05-01 | 22.0467839837 |
| 2013-06-01 | 22.1691818490 |
| 2013-07-01 | 22.4466349198 |
| 2013-08-01 | 22.6410739122 |
| 2013-09-01 | 22.6788952658 |
| 2013-10-01 | 22.7878395238 |
| 2013-11-01 | 22.9770136251 |
| 2013-12-01 | 23.1215020456 |
| 2014-01-01 | 23.1932908223 |
| 2014-02-01 | 23.3053699713 |
| 2014-03-01 | 23.5052374766 |
| 2014-04-01 | 23.6616043321 |
| 2014-05-01 | 23.9460464671 |
| 2014-06-01 | 24.0407543974 |
| 2014-07-01 | 24.2125389436 |
| 2014-08-01 | 24.2292797185 |
| 2014-09-01 | 24.3632851314 |
| 2014-10-01 | 24.6117498039 |
| 2014-11-01 | 24.6107103058 |
| 2014-12-01 | 24.7150080005 |
| 2015-01-01 | 24.8160752877 |
| 2015-02-01 | 24.9051449290 |
| 2015-03-01 | 25.1810832329 |
| 2015-04-01 | 25.1680052646 |
| 2015-05-01 | 25.1601586882 |
| 2015-06-01 | 25.2271735478 |
| 2015-07-01 | 25.3120817416 |
| 2015-08-01 | 25.4355966440 |
| 2015-09-01 | 25.4591791311 |
| 2015-10-01 | 25.4157469575 |
| 2015-11-01 | 25.4255133099 |
| 2015-12-01 | 25.3905037966 |
| 2016-01-01 | 25.7259435782 |
| 2016-02-01 | 25.7847614860 |
| 2016-03-01 | 25.5461641830 |
| 2016-04-01 | 26.0767638500 |
| 2016-05-01 | 26.1909645064 |
| 2016-06-01 | 26.3228140994 |
| 2016-07-01 | 26.5373408855 |
| 2016-08-01 | 26.6480775500 |
| 2016-09-01 | 26.7510945542 |
| 2016-10-01 | 26.8115806733 |
| 2016-11-01 | 27.0318563247 |
| 2016-12-01 | 27.1623748550 |
| 2017-01-01 | 27.2339240751 |
| 2017-02-01 | 27.4655265655 |
| 2017-03-01 | 27.7311011575 |
| 2017-04-01 | 27.7863023838 |
| 2017-05-01 | 28.0174562109 |
| 2017-06-01 | 28.2115303581 |
| 2017-07-01 | 28.2630097346 |
| 2017-08-01 | 28.3553939494 |
| 2017-09-01 | 28.6439257502 |
| 2017-10-01 | 28.7054771912 |
| 2017-11-01 | 28.8327921754 |
| 2017-12-01 | 28.8308372832 |
| 2018-01-01 | 28.9516259845 |
| 2018-02-01 | 28.9483884786 |
| 2018-03-01 | 29.1246812298 |
| 2018-04-01 | 28.5981728457 |
| 2018-05-01 | 28.6318734078 |
| 2018-06-01 | 28.8238827275 |
| 2018-07-01 | 28.5921933291 |
| 2018-08-01 | 28.7589724017 |
| 2018-09-01 | 28.7395618611 |
| 2018-10-01 | 28.8890109347 |
| 2018-11-01 | 28.9223547512 |
| 2018-12-01 | 29.0111941565 |
| 2019-01-01 | 28.9488335605 |
| 2019-02-01 | 29.0465863063 |
| 2019-03-01 | 28.9342054624 |
| 2019-04-01 | 28.5010573005 |
| 2019-05-01 | 28.6172935613 |
| 2019-06-01 | 28.6439614074 |
| 2019-07-01 | 28.7059781708 |
| 2019-08-01 | 28.7620969476 |
| 2019-09-01 | 28.7451461075 |
| 2019-10-01 | 28.8690065259 |
| 2019-11-01 | 28.8158965751 |
| 2019-12-01 | 28.9140850993 |
| 2020-01-01 | 28.8487499389 |
| 2020-02-01 | 28.7560703166 |
| 2020-03-01 | 28.5371291883 |
| 2020-04-01 | 22.2902991128 |
| 2020-05-01 | 24.2040898007 |
| 2020-06-01 | 27.0813624959 |
| 2020-07-01 | 27.1293950702 |
| 2020-08-01 | 27.0660357378 |
| 2020-09-01 | 27.0567258095 |
| 2020-10-01 | 26.7482956241 |
| 2020-11-01 | 26.7071238550 |
| 2020-12-01 | 26.7307636560 |
| 2021-01-01 | 26.7134607647 |
| 2021-02-01 | 26.5582928628 |
| 2021-03-01 | 26.7429814656 |
| 2021-04-01 | 27.4552515123 |
| 2021-05-01 | 27.4571661463 |
| 2021-06-01 | 27.4942730747 |
| 2021-07-01 | 27.6389254140 |
| 2021-08-01 | 27.7711148779 |
| 2021-09-01 | 27.8706526277 |
| 2021-10-01 | 28.0473869095 |
| 2021-11-01 | 28.2094617760 |
| 2021-12-01 | 28.2545725881 |
| 2022-01-01 | 28.3229430172 |
| 2022-02-01 | 28.3774528342 |
| 2022-03-01 | 28.3347356771 |
| 2022-04-01 | 28.7104399100 |
| 2022-05-01 | 28.9189276167 |
| 2022-06-01 | 28.9935103001 |
| 2022-07-01 | 29.1588885628 |
| 2022-08-01 | 29.1881413146 |
| 2022-09-01 | 29.4001723995 |
| 2022-10-01 | 29.6479154173 |
| 2022-11-01 | 29.7996014688 |
| 2022-12-01 | 29.8788475942 |
| 2023-01-01 | 30.2208165201 |
| 2023-02-01 | 30.2884594979 |
| 2023-03-01 | 30.4219011546 |
| 2023-04-01 | 30.3564710585 |
| 2023-05-01 | 30.3929650635 |
| 2023-06-01 | 30.3891130897 |
| 2023-07-01 | 30.2909036679 |
| 2023-08-01 | 30.4073417992 |
| 2023-09-01 | 30.4506088305 |
| 2023-10-01 | 30.3537288956 |
| 2023-11-01 | 30.2830139112 |
| 2023-12-01 | 30.2863373094 |
| 2024-01-01 | 30.2947277009 |
| 2024-02-01 | 30.3762296566 |
| 2024-03-01 | 30.1935408022 |
| 2024-04-01 | 30.4207005679 |
| 2024-05-01 | 30.2909138558 |
| 2024-06-01 | 30.3965343801 |
| 2024-07-01 | 30.5283834771 |
| 2024-08-01 | 30.6249762426 |
| 2024-09-01 | 30.7043175147 |
| 2024-10-01 | 30.7593011714 |
| 2024-11-01 | 30.7672104897 |
| 2024-12-01 | 30.7809736841 |
| 2025-01-01 | 30.6727618896 |
| 2025-02-01 | 30.6627591716 |
| 2025-03-01 | 30.7776090713 |
| 2025-04-01 | 30.6941977322 |
| 2025-05-01 | 30.6922673017 |
| 2025-06-01 | 30.6965410879 |
| 2025-07-01 | 30.7499520945 |
| 2025-08-01 | 30.8338352849 |
| 2025-09-01 | 30.9474524792 |
| 2025-10-01 | 31.1719766372 |
| 2025-11-01 | 31.3585624228 |
| 2025-12-01 | 31.3687145439 |
| 2026-01-01 | 31.5684267491 |
| 2026-02-01 | 31.3569163995 |
| 2026-03-01 | 31.6619372016 |
| 2026-04-01 | 31.6773687713 |
| 2026-05-01 | 31.9821520916 |
| 2026-06-01 | 31.6857807219 |
| 2026-07-01 | 31.5586707380 |
| 2026-08-01 | 31.5416853311 |
| 2026-09-01 | 31.2798117189 |