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 2026-08-01 |
| Last Updated | 2026-09-18 12:17 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 | 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 | 23.9104339087 |
| 2000-08-01 | 24.0623937279 |
| 2000-09-01 | 24.2481933033 |
| 2000-10-01 | 24.2137885385 |
| 2000-11-01 | 24.2173955885 |
| 2000-12-01 | 24.1885255384 |
| 2001-01-01 | 24.2190084313 |
| 2001-02-01 | 24.2566253651 |
| 2001-03-01 | 24.4304727004 |
| 2001-04-01 | 24.1837495509 |
| 2001-05-01 | 24.2297195572 |
| 2001-06-01 | 24.4240614512 |
| 2001-07-01 | 24.2987341242 |
| 2001-08-01 | 24.3559885948 |
| 2001-09-01 | 24.1508179532 |
| 2001-10-01 | 24.1302410809 |
| 2001-11-01 | 24.1459688814 |
| 2001-12-01 | 23.9370226971 |
| 2002-01-01 | 23.5915299033 |
| 2002-02-01 | 23.6301792285 |
| 2002-03-01 | 23.5749315349 |
| 2002-04-01 | 24.0821561814 |
| 2002-05-01 | 24.0157724462 |
| 2002-06-01 | 23.8296757892 |
| 2002-07-01 | 24.0823645942 |
| 2002-08-01 | 24.1677930510 |
| 2002-09-01 | 24.2704844653 |
| 2002-10-01 | 24.1606307626 |
| 2002-11-01 | 24.0803977477 |
| 2002-12-01 | 24.0896851716 |
| 2003-01-01 | 23.9771566555 |
| 2003-02-01 | 23.9015116861 |
| 2003-03-01 | 23.6243433050 |
| 2003-04-01 | 23.4609959265 |
| 2003-05-01 | 23.4934210853 |
| 2003-06-01 | 23.4354060552 |
| 2003-07-01 | 23.3837122554 |
| 2003-08-01 | 23.3109722778 |
| 2003-09-01 | 23.1958737209 |
| 2003-10-01 | 23.2903677460 |
| 2003-11-01 | 23.3147921572 |
| 2003-12-01 | 23.3325888343 |
| 2004-01-01 | 23.4430505399 |
| 2004-02-01 | 23.4489415671 |
| 2004-03-01 | 23.4773208384 |
| 2004-04-01 | 23.4275717176 |
| 2004-05-01 | 23.3764789931 |
| 2004-06-01 | 23.2344700203 |
| 2004-07-01 | 23.1881564058 |
| 2004-08-01 | 23.0525737108 |
| 2004-09-01 | 23.0299382077 |
| 2004-10-01 | 22.9097267034 |
| 2004-11-01 | 22.9403872711 |
| 2004-12-01 | 22.9696057170 |
| 2005-01-01 | 23.3166282971 |
| 2005-02-01 | 23.3045298054 |
| 2005-03-01 | 23.1449274807 |
| 2005-04-01 | 23.0791836639 |
| 2005-05-01 | 22.9548684324 |
| 2005-06-01 | 22.8508825690 |
| 2005-07-01 | 23.2141377295 |
| 2005-08-01 | 23.1900218615 |
| 2005-09-01 | 23.2472405768 |
| 2005-10-01 | 23.3222013331 |
| 2005-11-01 | 23.3598784557 |
| 2005-12-01 | 23.3008577047 |
| 2006-01-01 | 23.1898213780 |
| 2006-02-01 | 23.1684552649 |
| 2006-03-01 | 23.2200155377 |
| 2006-04-01 | 22.8380653132 |
| 2006-05-01 | 23.0484960683 |
| 2006-06-01 | 23.0575602109 |
| 2006-07-01 | 22.9506103456 |
| 2006-08-01 | 22.9197518028 |
| 2006-09-01 | 22.9694461806 |
| 2006-10-01 | 22.9137121268 |
| 2006-11-01 | 22.8471722378 |
| 2006-12-01 | 22.9138542960 |
| 2007-01-01 | 22.9681794117 |
| 2007-02-01 | 22.9459419503 |
| 2007-03-01 | 22.9106308874 |
| 2007-04-01 | 23.2049839979 |
| 2007-05-01 | 23.3403916104 |
| 2007-06-01 | 23.3770204488 |
| 2007-07-01 | 23.2846231532 |
| 2007-08-01 | 23.3435228507 |
| 2007-09-01 | 23.2813582631 |
| 2007-10-01 | 23.2968565445 |
| 2007-11-01 | 23.3248379244 |
| 2007-12-01 | 23.1184241766 |
| 2008-01-01 | 23.4512027102 |
| 2008-02-01 | 23.6417905917 |
| 2008-03-01 | 23.6191605343 |
| 2008-04-01 | 23.7898429534 |
| 2008-05-01 | 23.8347474222 |
| 2008-06-01 | 23.7952915278 |
| 2008-07-01 | 23.9106320359 |
| 2008-08-01 | 24.0631357614 |
| 2008-09-01 | 24.0948565250 |
| 2008-10-01 | 24.0787564006 |
| 2008-11-01 | 23.9854942521 |
| 2008-12-01 | 23.9225771050 |
| 2009-01-01 | 23.9350722851 |
| 2009-02-01 | 23.8320267082 |
| 2009-03-01 | 23.7413625974 |
| 2009-04-01 | 23.3893187357 |
| 2009-05-01 | 23.3360297663 |
| 2009-06-01 | 23.3309081026 |
| 2009-07-01 | 23.2342288411 |
| 2009-08-01 | 23.0784991585 |
| 2009-09-01 | 23.0016697268 |
| 2009-10-01 | 22.9615854842 |
| 2009-11-01 | 23.0452889474 |
| 2009-12-01 | 22.9186913525 |
| 2010-01-01 | 22.7934472903 |
| 2010-02-01 | 22.7101586108 |
| 2010-03-01 | 22.7649603318 |
| 2010-04-01 | 22.7043424758 |
| 2010-05-01 | 22.6481138245 |
| 2010-06-01 | 22.5607797493 |
| 2010-07-01 | 22.4329842216 |
| 2010-08-01 | 22.5827349948 |
| 2010-09-01 | 22.6030652833 |
| 2010-10-01 | 22.7600853562 |
| 2010-11-01 | 22.8185186103 |
| 2010-12-01 | 22.9168994973 |
| 2011-01-01 | 22.6804890410 |
| 2011-02-01 | 22.6042701354 |
| 2011-03-01 | 22.5898288916 |
| 2011-04-01 | 22.6235668722 |
| 2011-05-01 | 22.8465624409 |
| 2011-06-01 | 22.6668577691 |
| 2011-07-01 | 22.6061538237 |
| 2011-08-01 | 22.6776326145 |
| 2011-09-01 | 22.8004958208 |
| 2011-10-01 | 22.7610299402 |
| 2011-11-01 | 22.8184761541 |
| 2011-12-01 | 22.7177886833 |
| 2012-01-01 | 22.7771082734 |
| 2012-02-01 | 22.8082493288 |
| 2012-03-01 | 22.7094300549 |
| 2012-04-01 | 22.7429966316 |
| 2012-05-01 | 22.6451167831 |
| 2012-06-01 | 22.5653816821 |
| 2012-07-01 | 22.3766170414 |
| 2012-08-01 | 22.2611126809 |
| 2012-09-01 | 22.0890899924 |
| 2012-10-01 | 21.9704899060 |
| 2012-11-01 | 21.8399867852 |
| 2012-12-01 | 21.9167818651 |
| 2013-01-01 | 21.9718818641 |
| 2013-02-01 | 22.0010718181 |
| 2013-03-01 | 21.9131676243 |
| 2013-04-01 | 21.9545122269 |
| 2013-05-01 | 22.0467981113 |
| 2013-06-01 | 22.1691921413 |
| 2013-07-01 | 22.4467227131 |
| 2013-08-01 | 22.6411770367 |
| 2013-09-01 | 22.6789243202 |
| 2013-10-01 | 22.7879072313 |
| 2013-11-01 | 22.9770967790 |
| 2013-12-01 | 23.1215735219 |
| 2014-01-01 | 23.1933354560 |
| 2014-02-01 | 23.3054166922 |
| 2014-03-01 | 23.5044968063 |
| 2014-04-01 | 23.6616591001 |
| 2014-05-01 | 23.9460988938 |
| 2014-06-01 | 24.0407980835 |
| 2014-07-01 | 24.2126569452 |
| 2014-08-01 | 24.2294134566 |
| 2014-09-01 | 24.3633359733 |
| 2014-10-01 | 24.6118417087 |
| 2014-11-01 | 24.6108054919 |
| 2014-12-01 | 24.7151128037 |
| 2015-01-01 | 24.8161310453 |
| 2015-02-01 | 24.9051954370 |
| 2015-03-01 | 25.1800489799 |
| 2015-04-01 | 25.1680499135 |
| 2015-05-01 | 25.1603225925 |
| 2015-06-01 | 25.2272245310 |
| 2015-07-01 | 25.3122875475 |
| 2015-08-01 | 25.4357115835 |
| 2015-09-01 | 25.4592482917 |
| 2015-10-01 | 25.4158661046 |
| 2015-11-01 | 25.4256350268 |
| 2015-12-01 | 25.3906325284 |
| 2016-01-01 | 25.7259856913 |
| 2016-02-01 | 25.7848337544 |
| 2016-03-01 | 25.5448623205 |
| 2016-04-01 | 26.0767612084 |
| 2016-05-01 | 26.1912869687 |
| 2016-06-01 | 26.3228654376 |
| 2016-07-01 | 26.5376391615 |
| 2016-08-01 | 26.6481599640 |
| 2016-09-01 | 26.7511920879 |
| 2016-10-01 | 26.8117511594 |
| 2016-11-01 | 27.0320177812 |
| 2016-12-01 | 27.1625585764 |
| 2017-01-01 | 27.2340340449 |
| 2017-02-01 | 27.4657734330 |
| 2017-03-01 | 27.7288829022 |
| 2017-04-01 | 27.7863928737 |
| 2017-05-01 | 28.0180356483 |
| 2017-06-01 | 28.2116013308 |
| 2017-07-01 | 28.2634323150 |
| 2017-08-01 | 28.3554986616 |
| 2017-09-01 | 28.6440002723 |
| 2017-10-01 | 28.7057256837 |
| 2017-11-01 | 28.8330365356 |
| 2017-12-01 | 28.8310887260 |
| 2018-01-01 | 28.9518227909 |
| 2018-02-01 | 28.9487784843 |
| 2018-03-01 | 29.1214923116 |
| 2018-04-01 | 28.5983530924 |
| 2018-05-01 | 28.6325883396 |
| 2018-06-01 | 28.8240432791 |
| 2018-07-01 | 28.5927059572 |
| 2018-08-01 | 28.7591789719 |
| 2018-09-01 | 28.7396356028 |
| 2018-10-01 | 28.8893509087 |
| 2018-11-01 | 28.9226743893 |
| 2018-12-01 | 29.0115063321 |
| 2019-01-01 | 28.9491293622 |
| 2019-02-01 | 29.0470655580 |
| 2019-03-01 | 28.9300303447 |
| 2019-04-01 | 28.5013412307 |
| 2019-05-01 | 28.6180938869 |
| 2019-06-01 | 28.6442574028 |
| 2019-07-01 | 28.7066503158 |
| 2019-08-01 | 28.7624808513 |
| 2019-09-01 | 28.7452491654 |
| 2019-10-01 | 28.8694454646 |
| 2019-11-01 | 28.8163229766 |
| 2019-12-01 | 28.9143103098 |
| 2020-01-01 | 28.8489980855 |
| 2020-02-01 | 28.7563522871 |
| 2020-03-01 | 28.5326668407 |
| 2020-04-01 | 22.2904771753 |
| 2020-05-01 | 24.2046888506 |
| 2020-06-01 | 27.0817297075 |
| 2020-07-01 | 27.1306639726 |
| 2020-08-01 | 27.0663632111 |
| 2020-09-01 | 27.0568052987 |
| 2020-10-01 | 26.7487138914 |
| 2020-11-01 | 26.7075614670 |
| 2020-12-01 | 26.7309025252 |
| 2021-01-01 | 26.7137842079 |
| 2021-02-01 | 26.5577591553 |
| 2021-03-01 | 26.7385228152 |
| 2021-04-01 | 27.4553794494 |
| 2021-05-01 | 27.4581902703 |
| 2021-06-01 | 27.4951212492 |
| 2021-07-01 | 27.6412462432 |
| 2021-08-01 | 27.7715829328 |
| 2021-09-01 | 27.8705492013 |
| 2021-10-01 | 28.0474346789 |
| 2021-11-01 | 28.2095954134 |
| 2021-12-01 | 28.2543751409 |
| 2022-01-01 | 28.3230604078 |
| 2022-02-01 | 28.3755350191 |
| 2022-03-01 | 28.3300534124 |
| 2022-04-01 | 28.7104223217 |
| 2022-05-01 | 28.9206875754 |
| 2022-06-01 | 28.9958141047 |
| 2022-07-01 | 29.1637870454 |
| 2022-08-01 | 29.1900752928 |
| 2022-09-01 | 29.3971407443 |
| 2022-10-01 | 29.6476942390 |
| 2022-11-01 | 29.7989022650 |
| 2022-12-01 | 29.8776484927 |
| 2023-01-01 | 30.2200445702 |
| 2023-02-01 | 30.2853336324 |
| 2023-03-01 | 30.4161422160 |
| 2023-04-01 | 30.3560951202 |
| 2023-05-01 | 30.3969172424 |
| 2023-06-01 | 30.3932751986 |
| 2023-07-01 | 30.2985321656 |
| 2023-08-01 | 30.4184160520 |
| 2023-09-01 | 30.4397123387 |
| 2023-10-01 | 30.3505955449 |
| 2023-11-01 | 30.2803479195 |
| 2023-12-01 | 30.2835553414 |
| 2024-01-01 | 30.2923539729 |
| 2024-02-01 | 30.3726857603 |
| 2024-03-01 | 30.1879594128 |
| 2024-04-01 | 30.4207745613 |
| 2024-05-01 | 30.2975123746 |
| 2024-06-01 | 30.4031026658 |
| 2024-07-01 | 30.5393117771 |
| 2024-08-01 | 30.6485821127 |
| 2024-09-01 | 30.6793450150 |
| 2024-10-01 | 30.7529017487 |
| 2024-11-01 | 30.7624894916 |
| 2024-12-01 | 30.7767649688 |
| 2025-01-01 | 30.6690450819 |
| 2025-02-01 | 30.6595121307 |
| 2025-03-01 | 30.7719378936 |
| 2025-04-01 | 30.6951261633 |
| 2025-05-01 | 30.7022759170 |
| 2025-06-01 | 30.7055428482 |
| 2025-07-01 | 30.7631443838 |
| 2025-08-01 | 30.8722528893 |
| 2025-09-01 | 30.9056995005 |
| 2025-10-01 | 31.1615058766 |
| 2025-11-01 | 31.3518483405 |
| 2025-12-01 | 31.3635760009 |
| 2026-01-01 | 31.5637171156 |
| 2026-02-01 | 31.3544640875 |
| 2026-03-01 | 31.6569654572 |
| 2026-04-01 | 31.6798617254 |
| 2026-05-01 | 31.9951727596 |
| 2026-06-01 | 31.6976747185 |
| 2026-07-01 | 31.5744835920 |
| 2026-08-01 | 31.2906327201 |