Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Oklahoma
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Oklahoma |
|---|---|
| Series ID | SMU40000006056170001SA |
| 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 10:36 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 | 8.5313641666 |
| 1990-02-01 | 8.6704212014 |
| 1990-03-01 | 8.7291060117 |
| 1990-04-01 | 8.8745248230 |
| 1990-05-01 | 9.0208160279 |
| 1990-06-01 | 9.1931091346 |
| 1990-07-01 | 9.2755351180 |
| 1990-08-01 | 9.3735193459 |
| 1990-09-01 | 9.4957123746 |
| 1990-10-01 | 9.1836503617 |
| 1990-11-01 | 9.6128152627 |
| 1990-12-01 | 9.5041327857 |
| 1991-01-01 | 9.7496432478 |
| 1991-02-01 | 9.7922902482 |
| 1991-03-01 | 10.0432106950 |
| 1991-04-01 | 9.8798382902 |
| 1991-05-01 | 9.8285754780 |
| 1991-06-01 | 9.9895832868 |
| 1991-07-01 | 9.4744991757 |
| 1991-08-01 | 9.5568367879 |
| 1991-09-01 | 9.6746955936 |
| 1991-10-01 | 9.9771272975 |
| 1991-11-01 | 9.9827572362 |
| 1991-12-01 | 10.0666969692 |
| 1992-01-01 | 10.4844375372 |
| 1992-02-01 | 10.6460034271 |
| 1992-03-01 | 10.7686511382 |
| 1992-04-01 | 10.6937021235 |
| 1992-05-01 | 10.8416639187 |
| 1992-06-01 | 10.8882674418 |
| 1992-07-01 | 11.0727396337 |
| 1992-08-01 | 11.1305434106 |
| 1992-09-01 | 11.1353259453 |
| 1992-10-01 | 10.1689735135 |
| 1992-11-01 | 10.1336348768 |
| 1992-12-01 | 10.3117883351 |
| 1993-01-01 | 10.4360748016 |
| 1993-02-01 | 10.5179173431 |
| 1993-03-01 | 10.5983485311 |
| 1993-04-01 | 10.9219651245 |
| 1993-05-01 | 11.0565467899 |
| 1993-06-01 | 11.2834815486 |
| 1993-07-01 | 11.4766386979 |
| 1993-08-01 | 11.5946202709 |
| 1993-09-01 | 11.4835769811 |
| 1993-10-01 | 11.4628994676 |
| 1993-11-01 | 11.5741747618 |
| 1993-12-01 | 11.7534872652 |
| 1994-01-01 | 11.3953700942 |
| 1994-02-01 | 11.4980046760 |
| 1994-03-01 | 11.5382023274 |
| 1994-04-01 | 11.5415452438 |
| 1994-05-01 | 11.5660848235 |
| 1994-06-01 | 11.6895746973 |
| 1994-07-01 | 11.6755934701 |
| 1994-08-01 | 11.7535137604 |
| 1994-09-01 | 11.9368757623 |
| 1994-10-01 | 12.2575029922 |
| 1994-11-01 | 12.3104378844 |
| 1994-12-01 | 12.2135527222 |
| 1995-01-01 | 11.8547804966 |
| 1995-02-01 | 11.9555141394 |
| 1995-03-01 | 12.0731773599 |
| 1995-04-01 | 12.0628740705 |
| 1995-05-01 | 12.0698343176 |
| 1995-06-01 | 12.0954160824 |
| 1995-07-01 | 11.8718808230 |
| 1995-08-01 | 12.1308030347 |
| 1995-09-01 | 12.2991631426 |
| 1995-10-01 | 12.2363215622 |
| 1995-11-01 | 12.3659077345 |
| 1995-12-01 | 12.3052811717 |
| 1996-01-01 | 12.3914327735 |
| 1996-02-01 | 12.3893075835 |
| 1996-03-01 | 12.5032784713 |
| 1996-04-01 | 12.2733465716 |
| 1996-05-01 | 12.5660463553 |
| 1996-06-01 | 12.6230460218 |
| 1996-07-01 | 12.3571291232 |
| 1996-08-01 | 12.4129015730 |
| 1996-09-01 | 12.2651049871 |
| 1996-10-01 | 12.2105807976 |
| 1996-11-01 | 12.2425870831 |
| 1996-12-01 | 12.2160800067 |
| 1997-01-01 | 12.1233617732 |
| 1997-02-01 | 12.2109690392 |
| 1997-03-01 | 12.2279862589 |
| 1997-04-01 | 12.2790308780 |
| 1997-05-01 | 12.2566505359 |
| 1997-06-01 | 12.1370595092 |
| 1997-07-01 | 12.3407085838 |
| 1997-08-01 | 12.3895848719 |
| 1997-09-01 | 12.3302174075 |
| 1997-10-01 | 12.3922837826 |
| 1997-11-01 | 12.4542628268 |
| 1997-12-01 | 12.4186470213 |
| 1998-01-01 | 12.5656315616 |
| 1998-02-01 | 12.6361983077 |
| 1998-03-01 | 12.5495033389 |
| 1998-04-01 | 12.5752760322 |
| 1998-05-01 | 12.6353912817 |
| 1998-06-01 | 12.7373996592 |
| 1998-07-01 | 12.8317194592 |
| 1998-08-01 | 12.6488247065 |
| 1998-09-01 | 12.8047714860 |
| 1998-10-01 | 13.0822809939 |
| 1998-11-01 | 12.9613112022 |
| 1998-12-01 | 12.9139237990 |
| 1999-01-01 | 13.2335338167 |
| 1999-02-01 | 13.2847645777 |
| 1999-03-01 | 13.2689212108 |
| 1999-04-01 | 12.5639089329 |
| 1999-05-01 | 12.6086150245 |
| 1999-06-01 | 12.7015877617 |
| 1999-07-01 | 13.2271037113 |
| 1999-08-01 | 13.0170371837 |
| 1999-09-01 | 13.2872136189 |
| 1999-10-01 | 12.8660812464 |
| 1999-11-01 | 12.8738355457 |
| 1999-12-01 | 12.8973784563 |
| 2000-01-01 | 12.7021946894 |
| 2000-02-01 | 12.6525214629 |
| 2000-03-01 | 12.6807726027 |
| 2000-04-01 | 12.8690536895 |
| 2000-05-01 | 12.7725550725 |
| 2000-06-01 | 12.8522525745 |
| 2000-07-01 | 12.8290506001 |
| 2000-08-01 | 12.8905901185 |
| 2000-09-01 | 12.9753214490 |
| 2000-10-01 | 12.7512319352 |
| 2000-11-01 | 12.7677968722 |
| 2000-12-01 | 13.0715353496 |
| 2001-01-01 | 12.9719367716 |
| 2001-02-01 | 13.1277347132 |
| 2001-03-01 | 13.1946830357 |
| 2001-04-01 | 13.0748786251 |
| 2001-05-01 | 13.1488376918 |
| 2001-06-01 | 13.0883424880 |
| 2001-07-01 | 12.6235562926 |
| 2001-08-01 | 12.7756920182 |
| 2001-09-01 | 12.5786463952 |
| 2001-10-01 | 12.7487227888 |
| 2001-11-01 | 12.8699704260 |
| 2001-12-01 | 12.6438482216 |
| 2002-01-01 | 12.7149000217 |
| 2002-02-01 | 12.7596219298 |
| 2002-03-01 | 12.5949100302 |
| 2002-04-01 | 13.2040246183 |
| 2002-05-01 | 13.4439901637 |
| 2002-06-01 | 13.1337548333 |
| 2002-07-01 | 13.3191401819 |
| 2002-08-01 | 13.2793120370 |
| 2002-09-01 | 13.1857834432 |
| 2002-10-01 | 13.1498401013 |
| 2002-11-01 | 12.9554172092 |
| 2002-12-01 | 12.9434164266 |
| 2003-01-01 | 12.8216728991 |
| 2003-02-01 | 12.6517672095 |
| 2003-03-01 | 12.4045132208 |
| 2003-04-01 | 12.7341688420 |
| 2003-05-01 | 13.0627785429 |
| 2003-06-01 | 13.0926111195 |
| 2003-07-01 | 13.0992849073 |
| 2003-08-01 | 13.0948907252 |
| 2003-09-01 | 13.1801245265 |
| 2003-10-01 | 13.2654597609 |
| 2003-11-01 | 13.1643446906 |
| 2003-12-01 | 13.1647770273 |
| 2004-01-01 | 12.8912039618 |
| 2004-02-01 | 12.7953258392 |
| 2004-03-01 | 12.7153036613 |
| 2004-04-01 | 12.6793486623 |
| 2004-05-01 | 12.4855452251 |
| 2004-06-01 | 12.4685694916 |
| 2004-07-01 | 12.5895567720 |
| 2004-08-01 | 12.6062732102 |
| 2004-09-01 | 12.5598695034 |
| 2004-10-01 | 12.7846007962 |
| 2004-11-01 | 12.9698619087 |
| 2004-12-01 | 13.1929886380 |
| 2005-01-01 | 13.5561893415 |
| 2005-02-01 | 13.5442559235 |
| 2005-03-01 | 13.5472314703 |
| 2005-04-01 | 13.4036371966 |
| 2005-05-01 | 13.3034600411 |
| 2005-06-01 | 13.1466359901 |
| 2005-07-01 | 13.4883183807 |
| 2005-08-01 | 13.3974015560 |
| 2005-09-01 | 13.6277779094 |
| 2005-10-01 | 13.5006182778 |
| 2005-11-01 | 13.5913873285 |
| 2005-12-01 | 13.4242123757 |
| 2006-01-01 | 13.6457567983 |
| 2006-02-01 | 13.5975564682 |
| 2006-03-01 | 13.5727179186 |
| 2006-04-01 | 13.6324414998 |
| 2006-05-01 | 13.7117782283 |
| 2006-06-01 | 13.7238464016 |
| 2006-07-01 | 13.5918588800 |
| 2006-08-01 | 13.5729037600 |
| 2006-09-01 | 13.5900645848 |
| 2006-10-01 | 13.2881268477 |
| 2006-11-01 | 13.3871835053 |
| 2006-12-01 | 13.2631624623 |
| 2007-01-01 | 13.6768039618 |
| 2007-02-01 | 13.9112347743 |
| 2007-03-01 | 14.2143978161 |
| 2007-04-01 | 13.9365881753 |
| 2007-05-01 | 13.9996004763 |
| 2007-06-01 | 13.9966618868 |
| 2007-07-01 | 14.0734428276 |
| 2007-08-01 | 14.2376959994 |
| 2007-09-01 | 14.0573296556 |
| 2007-10-01 | 14.3518222389 |
| 2007-11-01 | 14.4853018911 |
| 2007-12-01 | 14.5980726445 |
| 2008-01-01 | 14.7468649773 |
| 2008-02-01 | 14.5613682471 |
| 2008-03-01 | 14.5500399998 |
| 2008-04-01 | 14.6347190075 |
| 2008-05-01 | 14.6705688988 |
| 2008-06-01 | 14.6746539145 |
| 2008-07-01 | 14.4303104946 |
| 2008-08-01 | 14.5017281279 |
| 2008-09-01 | 14.5465097615 |
| 2008-10-01 | 14.6047811561 |
| 2008-11-01 | 14.3626955344 |
| 2008-12-01 | 14.3225102727 |
| 2009-01-01 | 14.2363177589 |
| 2009-02-01 | 14.3560526012 |
| 2009-03-01 | 14.2837200060 |
| 2009-04-01 | 14.0115326716 |
| 2009-05-01 | 14.0246434277 |
| 2009-06-01 | 14.0457287287 |
| 2009-07-01 | 14.1744158263 |
| 2009-08-01 | 14.1780458092 |
| 2009-09-01 | 14.1656055712 |
| 2009-10-01 | 13.7580504990 |
| 2009-11-01 | 14.2375769111 |
| 2009-12-01 | 14.1579223857 |
| 2010-01-01 | 13.7203441808 |
| 2010-02-01 | 13.7359087807 |
| 2010-03-01 | 13.7884736439 |
| 2010-04-01 | 13.9969425575 |
| 2010-05-01 | 13.9905637795 |
| 2010-06-01 | 14.1305292471 |
| 2010-07-01 | 14.2029669337 |
| 2010-08-01 | 14.1454149546 |
| 2010-09-01 | 14.2846661207 |
| 2010-10-01 | 14.5415981008 |
| 2010-11-01 | 14.4109598363 |
| 2010-12-01 | 14.5047120672 |
| 2011-01-01 | 14.5903375775 |
| 2011-02-01 | 14.3209373812 |
| 2011-03-01 | 14.6906280643 |
| 2011-04-01 | 15.1655910247 |
| 2011-05-01 | 14.8477768865 |
| 2011-06-01 | 14.8010343791 |
| 2011-07-01 | 14.8348825197 |
| 2011-08-01 | 14.8186579778 |
| 2011-09-01 | 14.8117243100 |
| 2011-10-01 | 14.8486871221 |
| 2011-11-01 | 15.0056494517 |
| 2011-12-01 | 15.0612238164 |
| 2012-01-01 | 15.0289252829 |
| 2012-02-01 | 15.0758005652 |
| 2012-03-01 | 15.1883154468 |
| 2012-04-01 | 15.4411150279 |
| 2012-05-01 | 15.2102127346 |
| 2012-06-01 | 15.0813435806 |
| 2012-07-01 | 14.7810473754 |
| 2012-08-01 | 14.8718223100 |
| 2012-09-01 | 14.8324160639 |
| 2012-10-01 | 15.0833816754 |
| 2012-11-01 | 15.1156996337 |
| 2012-12-01 | 15.0001442631 |
| 2013-01-01 | 15.1431849316 |
| 2013-02-01 | 15.1196926978 |
| 2013-03-01 | 15.1918762208 |
| 2013-04-01 | 14.9158960284 |
| 2013-05-01 | 14.9804615824 |
| 2013-06-01 | 15.0649007703 |
| 2013-07-01 | 15.2522953388 |
| 2013-08-01 | 15.4391667923 |
| 2013-09-01 | 15.5452765567 |
| 2013-10-01 | 15.2976298528 |
| 2013-11-01 | 15.3291544829 |
| 2013-12-01 | 15.3311449673 |
| 2014-01-01 | 15.3395409200 |
| 2014-02-01 | 15.4340441435 |
| 2014-03-01 | 15.6001005958 |
| 2014-04-01 | 15.8141664874 |
| 2014-05-01 | 15.7816432898 |
| 2014-06-01 | 15.8667201147 |
| 2014-07-01 | 15.8367925684 |
| 2014-08-01 | 15.7015889083 |
| 2014-09-01 | 15.6185074134 |
| 2014-10-01 | 15.6045991004 |
| 2014-11-01 | 15.6551399480 |
| 2014-12-01 | 15.6393060139 |
| 2015-01-01 | 15.7415233716 |
| 2015-02-01 | 15.7385568024 |
| 2015-03-01 | 15.8183309553 |
| 2015-04-01 | 15.9054264825 |
| 2015-05-01 | 16.1006998751 |
| 2015-06-01 | 16.0692178252 |
| 2015-07-01 | 16.0322006205 |
| 2015-08-01 | 16.1977205484 |
| 2015-09-01 | 16.0816522030 |
| 2015-10-01 | 15.9855072180 |
| 2015-11-01 | 16.0725029768 |
| 2015-12-01 | 16.2431539248 |
| 2016-01-01 | 16.2356719209 |
| 2016-02-01 | 16.2299651677 |
| 2016-03-01 | 16.2426251596 |
| 2016-04-01 | 16.2012487798 |
| 2016-05-01 | 16.2295793743 |
| 2016-06-01 | 16.1791477461 |
| 2016-07-01 | 16.3395068048 |
| 2016-08-01 | 16.4031772303 |
| 2016-09-01 | 16.4381137176 |
| 2016-10-01 | 16.6630111422 |
| 2016-11-01 | 16.6888390458 |
| 2016-12-01 | 16.8364029962 |
| 2017-01-01 | 16.2313229595 |
| 2017-02-01 | 16.3074767092 |
| 2017-03-01 | 16.4642738116 |
| 2017-04-01 | 16.4953767339 |
| 2017-05-01 | 16.4544350877 |
| 2017-06-01 | 16.4921663858 |
| 2017-07-01 | 16.4516458289 |
| 2017-08-01 | 16.4281378966 |
| 2017-09-01 | 16.5152151664 |
| 2017-10-01 | 16.4383389697 |
| 2017-11-01 | 16.2897207102 |
| 2017-12-01 | 16.4345107108 |
| 2018-01-01 | 16.4207149460 |
| 2018-02-01 | 16.4764338211 |
| 2018-03-01 | 16.4713841976 |
| 2018-04-01 | 16.0913027786 |
| 2018-05-01 | 16.1792457017 |
| 2018-06-01 | 16.5000152946 |
| 2018-07-01 | 16.4637220790 |
| 2018-08-01 | 16.4519738029 |
| 2018-09-01 | 16.6088101003 |
| 2018-10-01 | 16.5283403189 |
| 2018-11-01 | 16.6004357841 |
| 2018-12-01 | 16.5360710105 |
| 2019-01-01 | 16.6059389910 |
| 2019-02-01 | 16.6357957414 |
| 2019-03-01 | 16.4708984869 |
| 2019-04-01 | 16.8816874484 |
| 2019-05-01 | 16.8842474579 |
| 2019-06-01 | 17.0042688555 |
| 2019-07-01 | 17.1674620810 |
| 2019-08-01 | 17.2858275809 |
| 2019-09-01 | 17.3260954802 |
| 2019-10-01 | 17.4373530940 |
| 2019-11-01 | 17.4061682298 |
| 2019-12-01 | 17.3491966006 |
| 2020-01-01 | 17.2783949055 |
| 2020-02-01 | 17.2975734905 |
| 2020-03-01 | 17.1541263315 |
| 2020-04-01 | 16.0714392303 |
| 2020-05-01 | 16.3762074253 |
| 2020-06-01 | 16.4048784617 |
| 2020-07-01 | 16.4775768582 |
| 2020-08-01 | 16.6065646642 |
| 2020-09-01 | 16.6589943593 |
| 2020-10-01 | 16.6627828864 |
| 2020-11-01 | 16.8181191437 |
| 2020-12-01 | 17.0641543038 |
| 2021-01-01 | 17.3456870270 |
| 2021-02-01 | 16.7583415880 |
| 2021-03-01 | 17.3226008072 |
| 2021-04-01 | 17.2660483429 |
| 2021-05-01 | 17.1539220462 |
| 2021-06-01 | 17.2139741743 |
| 2021-07-01 | 17.0927630552 |
| 2021-08-01 | 17.0230027300 |
| 2021-09-01 | 17.0008439529 |
| 2021-10-01 | 17.1913415941 |
| 2021-11-01 | 17.2276279181 |
| 2021-12-01 | 17.2759464083 |
| 2022-01-01 | 17.4183495431 |
| 2022-02-01 | 17.5245682011 |
| 2022-03-01 | 17.4670801743 |
| 2022-04-01 | 17.6658343448 |
| 2022-05-01 | 17.8308417221 |
| 2022-06-01 | 17.8131045168 |
| 2022-07-01 | 18.1267472759 |
| 2022-08-01 | 18.0439485907 |
| 2022-09-01 | 18.2466930419 |
| 2022-10-01 | 18.3201790126 |
| 2022-11-01 | 18.3379860889 |
| 2022-12-01 | 18.2743367229 |
| 2023-01-01 | 18.3870407374 |
| 2023-02-01 | 18.2850235038 |
| 2023-03-01 | 18.2108871007 |
| 2023-04-01 | 18.1696334455 |
| 2023-05-01 | 18.1142216295 |
| 2023-06-01 | 18.5241020780 |
| 2023-07-01 | 18.0618483456 |
| 2023-08-01 | 18.1791949518 |
| 2023-09-01 | 18.0788171865 |
| 2023-10-01 | 17.8409698240 |
| 2023-11-01 | 17.8408240236 |
| 2023-12-01 | 17.7600043623 |
| 2024-01-01 | 17.7571738251 |
| 2024-02-01 | 17.7526327691 |
| 2024-03-01 | 18.0581042078 |
| 2024-04-01 | 17.9730169065 |
| 2024-05-01 | 18.0118232793 |
| 2024-06-01 | 18.0325775124 |
| 2024-07-01 | 18.1023628153 |
| 2024-08-01 | 18.4106588751 |
| 2024-09-01 | 18.1061179472 |
| 2024-10-01 | 18.4573808281 |
| 2024-11-01 | 18.1369421400 |
| 2024-12-01 | 18.1356902119 |
| 2025-01-01 | 17.9326643644 |
| 2025-02-01 | 18.1272298676 |
| 2025-03-01 | 18.1212189193 |
| 2025-04-01 | 17.9716105477 |
| 2025-05-01 | 18.1152522837 |
| 2025-06-01 | 18.0474261017 |
| 2025-07-01 | 17.8305452945 |
| 2025-08-01 | 17.8409970452 |
| 2025-09-01 | 17.8274886627 |
| 2025-10-01 | 17.8634339953 |
| 2025-11-01 | 18.0339163823 |
| 2025-12-01 | 18.3069442862 |
| 2026-01-01 | 18.3190277521 |
| 2026-02-01 | 18.2099300746 |
| 2026-03-01 | 18.0938932349 |
| 2026-04-01 | 18.0711844717 |
| 2026-05-01 | 17.9191709696 |
| 2026-06-01 | 17.8499347887 |
| 2026-07-01 | 18.0536108915 |
| 2026-08-01 | 17.9668819721 |
| 2026-09-01 | 18.1490431433 |