Table Data - All Employees: Professional and Business Services: Business Support Services in Oklahoma
| Title | All Employees: Professional and Business Services: Business Support Services in Oklahoma |
|---|---|
| Series ID | SMU40000006056140001SA |
| 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 2025-08-01 |
| Last Updated | 2025-09-20 5:08 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 | 3.6894408853884304 |
| 1990-02-01 | 3.5929875780063600 |
| 1990-03-01 | 3.7497385512925100 |
| 1990-04-01 | 3.8061033687738104 |
| 1990-05-01 | 3.6242657577913797 |
| 1990-06-01 | 3.8762230796432400 |
| 1990-07-01 | 3.8397107365809600 |
| 1990-08-01 | 3.9299250580047898 |
| 1990-09-01 | 3.9270686704682800 |
| 1990-10-01 | 3.8958607315402700 |
| 1990-11-01 | 3.7668538825581903 |
| 1990-12-01 | 3.8958508667274000 |
| 1991-01-01 | 4.7996084818145600 |
| 1991-02-01 | 4.8046896600547190 |
| 1991-03-01 | 4.8583507689445800 |
| 1991-04-01 | 4.8879555632416105 |
| 1991-05-01 | 5.1083027692662600 |
| 1991-06-01 | 5.0654517834978210 |
| 1991-07-01 | 5.1406387099439100 |
| 1991-08-01 | 5.2327428153556110 |
| 1991-09-01 | 5.3383238356736900 |
| 1991-10-01 | 5.4013716019208005 |
| 1991-11-01 | 5.4652062340514600 |
| 1991-12-01 | 5.6050280900652400 |
| 1992-01-01 | 5.4070157552366400 |
| 1992-02-01 | 5.3208073886111200 |
| 1992-03-01 | 4.8701919511684100 |
| 1992-04-01 | 5.0575598785412200 |
| 1992-05-01 | 5.0658981224444000 |
| 1992-06-01 | 5.0508785213288800 |
| 1992-07-01 | 5.2497306100025990 |
| 1992-08-01 | 5.2472201624818400 |
| 1992-09-01 | 5.2718142141970095 |
| 1992-10-01 | 5.3004230085526300 |
| 1992-11-01 | 5.2622870418605500 |
| 1992-12-01 | 5.3082952354491300 |
| 1993-01-01 | 5.2048471586154590 |
| 1993-02-01 | 5.2416030551257200 |
| 1993-03-01 | 5.2897367331336000 |
| 1993-04-01 | 5.3104470729471900 |
| 1993-05-01 | 5.2136606215676600 |
| 1993-06-01 | 5.5378617585393890 |
| 1993-07-01 | 5.5644720537755300 |
| 1993-08-01 | 5.5795014907761700 |
| 1993-09-01 | 5.7301947212718610 |
| 1993-10-01 | 5.8989462249877500 |
| 1993-11-01 | 5.6408412276262900 |
| 1993-12-01 | 5.5999274406084910 |
| 1994-01-01 | 5.5859334820624500 |
| 1994-02-01 | 5.6702944164521210 |
| 1994-03-01 | 5.7029987812895700 |
| 1994-04-01 | 5.8596762464590100 |
| 1994-05-01 | 5.8740360640404410 |
| 1994-06-01 | 5.9250317616456510 |
| 1994-07-01 | 5.9766608961160500 |
| 1994-08-01 | 6.1421056481149400 |
| 1994-09-01 | 6.1014656877897910 |
| 1994-10-01 | 6.0852748184996510 |
| 1994-11-01 | 6.0025441078417900 |
| 1994-12-01 | 6.4781290626805000 |
| 1995-01-01 | 6.8643946319252600 |
| 1995-02-01 | 6.9910063170650600 |
| 1995-03-01 | 7.3300027481041300 |
| 1995-04-01 | 7.4916870573376800 |
| 1995-05-01 | 7.7573970101010100 |
| 1995-06-01 | 7.8140202356882590 |
| 1995-07-01 | 7.7674357925055200 |
| 1995-08-01 | 8.0257944691164200 |
| 1995-09-01 | 7.9849691665397900 |
| 1995-10-01 | 8.1815716099103400 |
| 1995-11-01 | 8.1699481508764500 |
| 1995-12-01 | 8.4315586472309900 |
| 1996-01-01 | 8.6348530465221700 |
| 1996-02-01 | 8.8950167423559700 |
| 1996-03-01 | 8.9544238683787110 |
| 1996-04-01 | 9.1398766143348800 |
| 1996-05-01 | 9.4459502979792700 |
| 1996-06-01 | 9.5124833964038210 |
| 1996-07-01 | 11.7314544100837000 |
| 1996-08-01 | 12.0192791635168010 |
| 1996-09-01 | 11.8708550744472010 |
| 1996-10-01 | 12.5890135488128010 |
| 1996-11-01 | 12.9505472323223020 |
| 1996-12-01 | 13.3804368526424000 |
| 1997-01-01 | 11.9048917951153000 |
| 1997-02-01 | 12.7738929615529990 |
| 1997-03-01 | 12.9653370064773000 |
| 1997-04-01 | 14.0208542376009000 |
| 1997-05-01 | 13.7409025669963000 |
| 1997-06-01 | 13.8097147618361990 |
| 1997-07-01 | 14.5897969872136990 |
| 1997-08-01 | 14.7920487910603000 |
| 1997-09-01 | 15.6263400792734010 |
| 1997-10-01 | 15.4315811383673000 |
| 1997-11-01 | 15.5624971314463010 |
| 1997-12-01 | 15.4121759237485010 |
| 1998-01-01 | 17.0803903136643000 |
| 1998-02-01 | 17.4549292112891980 |
| 1998-03-01 | 17.4295967837530980 |
| 1998-04-01 | 18.2319113604976980 |
| 1998-05-01 | 18.1482849649787000 |
| 1998-06-01 | 18.4108600775212000 |
| 1998-07-01 | 18.5637996938997000 |
| 1998-08-01 | 18.1311253337733000 |
| 1998-09-01 | 18.4521189912688000 |
| 1998-10-01 | 18.6891925916552000 |
| 1998-11-01 | 18.5876692426987000 |
| 1998-12-01 | 18.9544985369486020 |
| 1999-01-01 | 18.7640609104954000 |
| 1999-02-01 | 18.7388221325655020 |
| 1999-03-01 | 18.3694474866595000 |
| 1999-04-01 | 18.4537404812921000 |
| 1999-05-01 | 18.4549416602283000 |
| 1999-06-01 | 18.1074878335910000 |
| 1999-07-01 | 18.2883930244424000 |
| 1999-08-01 | 17.8360181643316020 |
| 1999-09-01 | 17.7355509390190000 |
| 1999-10-01 | 17.9436229688495000 |
| 1999-11-01 | 18.3427308801911000 |
| 1999-12-01 | 18.4012911352205000 |
| 2000-01-01 | 19.0462263895971020 |
| 2000-02-01 | 19.6300528928611000 |
| 2000-03-01 | 19.7932257280638000 |
| 2000-04-01 | 19.4798949054298020 |
| 2000-05-01 | 19.4490249704097000 |
| 2000-06-01 | 20.4251840114006030 |
| 2000-07-01 | 20.5592500654921000 |
| 2000-08-01 | 20.8095877447204000 |
| 2000-09-01 | 20.8019811258116970 |
| 2000-10-01 | 20.2712926544025000 |
| 2000-11-01 | 20.0838647658092000 |
| 2000-12-01 | 20.1862541955074000 |
| 2001-01-01 | 19.8234995376996000 |
| 2001-02-01 | 19.9208713528316000 |
| 2001-03-01 | 20.0189771787128020 |
| 2001-04-01 | 19.8106237608450000 |
| 2001-05-01 | 19.6504114677785000 |
| 2001-06-01 | 19.5452667975359980 |
| 2001-07-01 | 18.9630425102064000 |
| 2001-08-01 | 19.4772381895374000 |
| 2001-09-01 | 19.3384812751958000 |
| 2001-10-01 | 19.4682583080480000 |
| 2001-11-01 | 19.7092025012686030 |
| 2001-12-01 | 19.7826016190803000 |
| 2002-01-01 | 19.6139083686975000 |
| 2002-02-01 | 19.2125970324711980 |
| 2002-03-01 | 19.2623429044241020 |
| 2002-04-01 | 19.1283980730474000 |
| 2002-05-01 | 19.0613908070822000 |
| 2002-06-01 | 18.9909481813132000 |
| 2002-07-01 | 18.7640531244901000 |
| 2002-08-01 | 18.8396626203363980 |
| 2002-09-01 | 19.0897172694792000 |
| 2002-10-01 | 19.2463487051884000 |
| 2002-11-01 | 18.9822458866713000 |
| 2002-12-01 | 18.9805642420318000 |
| 2003-01-01 | 19.0125147604302000 |
| 2003-02-01 | 19.0046617620085000 |
| 2003-03-01 | 18.5441400376204970 |
| 2003-04-01 | 18.9376253823342000 |
| 2003-05-01 | 18.8921858592191000 |
| 2003-06-01 | 18.7511171473568970 |
| 2003-07-01 | 18.6353900537281980 |
| 2003-08-01 | 18.7053038288128980 |
| 2003-09-01 | 18.5436702960972000 |
| 2003-10-01 | 18.3126004018913020 |
| 2003-11-01 | 17.9458562263253970 |
| 2003-12-01 | 17.6521958292811970 |
| 2004-01-01 | 17.7341743862076980 |
| 2004-02-01 | 17.6867245174498000 |
| 2004-03-01 | 17.6591191843313000 |
| 2004-04-01 | 18.1437586660603000 |
| 2004-05-01 | 17.6262218808548000 |
| 2004-06-01 | 17.7233324806692000 |
| 2004-07-01 | 17.6664297871281980 |
| 2004-08-01 | 17.3575719884394000 |
| 2004-09-01 | 17.4251359319012000 |
| 2004-10-01 | 18.7102771276318980 |
| 2004-11-01 | 18.6893514679637000 |
| 2004-12-01 | 18.6140226316781000 |
| 2005-01-01 | 18.8573141774544000 |
| 2005-02-01 | 19.3597068473423020 |
| 2005-03-01 | 19.0742656409600000 |
| 2005-04-01 | 19.0619371717871000 |
| 2005-05-01 | 19.1831018770781000 |
| 2005-06-01 | 18.9888287316783000 |
| 2005-07-01 | 18.7553114476508970 |
| 2005-08-01 | 18.8106481243129980 |
| 2005-09-01 | 18.7105166292106020 |
| 2005-10-01 | 18.7193931530076000 |
| 2005-11-01 | 18.9489461490315000 |
| 2005-12-01 | 18.9724016424623980 |
| 2006-01-01 | 18.8838099100478020 |
| 2006-02-01 | 19.1334916160886000 |
| 2006-03-01 | 18.7939196043269980 |
| 2006-04-01 | 18.1730875137044000 |
| 2006-05-01 | 18.2375971235406030 |
| 2006-06-01 | 18.8353589095842000 |
| 2006-07-01 | 19.6304674211733000 |
| 2006-08-01 | 19.6612395993190000 |
| 2006-09-01 | 19.8192107715118980 |
| 2006-10-01 | 19.8407966574941030 |
| 2006-11-01 | 20.1197692064185000 |
| 2006-12-01 | 19.8275185530986030 |
| 2007-01-01 | 19.2895585483194980 |
| 2007-02-01 | 19.2192801082699000 |
| 2007-03-01 | 19.2202054239792000 |
| 2007-04-01 | 19.1860144059426000 |
| 2007-05-01 | 19.0965831614376040 |
| 2007-06-01 | 19.1661263750554000 |
| 2007-07-01 | 18.9926013813753000 |
| 2007-08-01 | 18.9169171419207000 |
| 2007-09-01 | 18.8244551576108000 |
| 2007-10-01 | 18.6238961147438960 |
| 2007-11-01 | 18.8198769401048980 |
| 2007-12-01 | 18.9138129253725000 |
| 2008-01-01 | 18.8769260161118000 |
| 2008-02-01 | 19.1196702262667000 |
| 2008-03-01 | 18.9690490092726980 |
| 2008-04-01 | 18.7986381875991000 |
| 2008-05-01 | 18.5483643093865000 |
| 2008-06-01 | 18.2636046873602000 |
| 2008-07-01 | 18.2486568452418000 |
| 2008-08-01 | 17.9813918052676980 |
| 2008-09-01 | 17.8187238395153000 |
| 2008-10-01 | 17.6904950002589000 |
| 2008-11-01 | 17.4325089170279000 |
| 2008-12-01 | 17.1329334910286000 |
| 2009-01-01 | 17.1559031965163980 |
| 2009-02-01 | 16.9250670211795000 |
| 2009-03-01 | 16.8217212667991000 |
| 2009-04-01 | 17.2209607254096000 |
| 2009-05-01 | 17.1987853069973000 |
| 2009-06-01 | 16.9516977266112000 |
| 2009-07-01 | 16.3955572699192000 |
| 2009-08-01 | 16.2511810332943000 |
| 2009-09-01 | 16.5973446780159000 |
| 2009-10-01 | 16.7263695999522000 |
| 2009-11-01 | 16.9422750381804970 |
| 2009-12-01 | 17.2869553516825000 |
| 2010-01-01 | 17.4346223914984000 |
| 2010-02-01 | 17.6528853724890000 |
| 2010-03-01 | 17.8835863427056020 |
| 2010-04-01 | 18.0546195626226000 |
| 2010-05-01 | 18.2237293152601000 |
| 2010-06-01 | 18.3176394195008000 |
| 2010-07-01 | 18.2498240802204000 |
| 2010-08-01 | 18.3242921560768970 |
| 2010-09-01 | 18.0658562768713970 |
| 2010-10-01 | 18.0800562142907000 |
| 2010-11-01 | 17.7373955570449000 |
| 2010-12-01 | 17.8399554724971030 |
| 2011-01-01 | 17.9278462945695000 |
| 2011-02-01 | 17.7841963058094000 |
| 2011-03-01 | 17.6292360373763980 |
| 2011-04-01 | 17.7034719300408020 |
| 2011-05-01 | 17.6356099327878000 |
| 2011-06-01 | 17.7884638082316000 |
| 2011-07-01 | 18.0190827309582000 |
| 2011-08-01 | 17.8834731409724000 |
| 2011-09-01 | 18.1213615480822000 |
| 2011-10-01 | 18.1423907491556020 |
| 2011-11-01 | 18.0305043088683020 |
| 2011-12-01 | 17.8898213146417000 |
| 2012-01-01 | 17.7424429594176980 |
| 2012-02-01 | 17.6272808129495000 |
| 2012-03-01 | 17.4631003925000000 |
| 2012-04-01 | 16.9430155800836000 |
| 2012-05-01 | 16.9342499342376000 |
| 2012-06-01 | 16.7415016092743980 |
| 2012-07-01 | 16.6863313196099980 |
| 2012-08-01 | 16.7630647223779970 |
| 2012-09-01 | 16.6825998655244980 |
| 2012-10-01 | 16.6291817787892000 |
| 2012-11-01 | 16.5230827933479000 |
| 2012-12-01 | 16.3400927851060020 |
| 2013-01-01 | 15.9739623617715000 |
| 2013-02-01 | 16.0532387639071000 |
| 2013-03-01 | 16.0678309346220980 |
| 2013-04-01 | 16.1640503449513000 |
| 2013-05-01 | 16.3261114073782000 |
| 2013-06-01 | 16.3017815143070020 |
| 2013-07-01 | 16.1698010236108020 |
| 2013-08-01 | 15.9467921261104980 |
| 2013-09-01 | 15.7524759135066980 |
| 2013-10-01 | 15.5192305821034000 |
| 2013-11-01 | 15.6277466374621000 |
| 2013-12-01 | 15.2917257888054010 |
| 2014-01-01 | 15.6136802557993000 |
| 2014-02-01 | 15.4802044242720990 |
| 2014-03-01 | 15.2495921877055000 |
| 2014-04-01 | 14.9633053350920980 |
| 2014-05-01 | 14.9032518862495000 |
| 2014-06-01 | 14.7576239373381990 |
| 2014-07-01 | 14.6597971304014990 |
| 2014-08-01 | 14.7528467146620980 |
| 2014-09-01 | 14.7477999753224010 |
| 2014-10-01 | 14.6193679251597000 |
| 2014-11-01 | 14.6376499111696000 |
| 2014-12-01 | 14.7323103762068000 |
| 2015-01-01 | 14.7493816472527000 |
| 2015-02-01 | 14.7856886841658000 |
| 2015-03-01 | 14.9015275174875000 |
| 2015-04-01 | 15.0598124418379000 |
| 2015-05-01 | 15.0843328492755990 |
| 2015-06-01 | 15.1358321370089000 |
| 2015-07-01 | 15.0713316295946000 |
| 2015-08-01 | 14.8660884864551000 |
| 2015-09-01 | 14.7480407087292010 |
| 2015-10-01 | 14.9092127522707000 |
| 2015-11-01 | 14.8551461606434980 |
| 2015-12-01 | 14.7442841594393010 |
| 2016-01-01 | 14.7755840384291980 |
| 2016-02-01 | 14.6927226002259990 |
| 2016-03-01 | 14.5545507716138010 |
| 2016-04-01 | 14.6493853025344020 |
| 2016-05-01 | 14.4725815797795000 |
| 2016-06-01 | 14.5298540165836000 |
| 2016-07-01 | 14.4872690000056000 |
| 2016-08-01 | 14.5009368265080000 |
| 2016-09-01 | 14.4531909423758000 |
| 2016-10-01 | 14.2927082516446990 |
| 2016-11-01 | 13.8603013193237000 |
| 2016-12-01 | 13.7329433195571990 |
| 2017-01-01 | 13.7859887910987000 |
| 2017-02-01 | 13.7834156519868020 |
| 2017-03-01 | 13.9183258997503020 |
| 2017-04-01 | 13.7418128201705000 |
| 2017-05-01 | 13.7789807259445000 |
| 2017-06-01 | 13.7504675219180000 |
| 2017-07-01 | 13.7247085213653000 |
| 2017-08-01 | 13.7306607018563010 |
| 2017-09-01 | 13.6411179052351000 |
| 2017-10-01 | 13.6682107686373020 |
| 2017-11-01 | 13.6524266019310000 |
| 2017-12-01 | 13.5029213252411000 |
| 2018-01-01 | 13.4928589500191000 |
| 2018-02-01 | 13.6844783369575000 |
| 2018-03-01 | 13.5088328247376990 |
| 2018-04-01 | 13.1326999492244010 |
| 2018-05-01 | 13.0740004055535000 |
| 2018-06-01 | 12.8654449128751000 |
| 2018-07-01 | 12.8700449617834000 |
| 2018-08-01 | 12.6604527017246990 |
| 2018-09-01 | 12.6389373082372000 |
| 2018-10-01 | 12.6561317415060000 |
| 2018-11-01 | 12.6232891826726980 |
| 2018-12-01 | 12.7837342246840000 |
| 2019-01-01 | 12.6829573478247000 |
| 2019-02-01 | 12.5671866504758000 |
| 2019-03-01 | 12.6160907515399000 |
| 2019-04-01 | 12.7307944923539000 |
| 2019-05-01 | 12.7715693701862000 |
| 2019-06-01 | 12.7778204450495000 |
| 2019-07-01 | 12.7140350601464000 |
| 2019-08-01 | 12.6921039126737000 |
| 2019-09-01 | 12.6296940162933020 |
| 2019-10-01 | 12.4354082999158000 |
| 2019-11-01 | 12.3967724969581020 |
| 2019-12-01 | 12.4812604445261000 |
| 2020-01-01 | 12.2736694947227000 |
| 2020-02-01 | 12.1581249478356990 |
| 2020-03-01 | 12.1445389746959000 |
| 2020-04-01 | 11.4195924428437990 |
| 2020-05-01 | 11.3537349369014000 |
| 2020-06-01 | 11.2634174893174010 |
| 2020-07-01 | 11.2467066325785990 |
| 2020-08-01 | 11.3257255292316010 |
| 2020-09-01 | 11.3303113138817000 |
| 2020-10-01 | 11.2161802032107990 |
| 2020-11-01 | 11.0741747781348020 |
| 2020-12-01 | 11.3032169604538000 |
| 2021-01-01 | 10.7709162639941010 |
| 2021-02-01 | 10.6420185976936000 |
| 2021-03-01 | 10.7773976841318000 |
| 2021-04-01 | 11.0016645231982000 |
| 2021-05-01 | 11.1463003332200010 |
| 2021-06-01 | 11.1403648806905980 |
| 2021-07-01 | 11.0618159758703010 |
| 2021-08-01 | 11.1413868722421000 |
| 2021-09-01 | 11.1167208559383000 |
| 2021-10-01 | 11.2908257410889000 |
| 2021-11-01 | 11.6663038129956980 |
| 2021-12-01 | 11.7478258309365980 |
| 2022-01-01 | 12.0940036580981990 |
| 2022-02-01 | 12.2504301278370000 |
| 2022-03-01 | 12.3097261916802000 |
| 2022-04-01 | 12.3723311124179000 |
| 2022-05-01 | 12.5231142871709020 |
| 2022-06-01 | 12.4000894913909000 |
| 2022-07-01 | 12.9534455716878010 |
| 2022-08-01 | 13.0381604757401000 |
| 2022-09-01 | 13.3103849641639000 |
| 2022-10-01 | 13.5839282653410010 |
| 2022-11-01 | 13.5709577949671000 |
| 2022-12-01 | 13.5019282784290000 |
| 2023-01-01 | 13.8270565585861980 |
| 2023-02-01 | 14.0641412542347000 |
| 2023-03-01 | 13.9262542099746990 |
| 2023-04-01 | 13.8489302382328020 |
| 2023-05-01 | 13.9043225911149000 |
| 2023-06-01 | 13.7680542042992000 |
| 2023-07-01 | 13.2223174158975000 |
| 2023-08-01 | 13.2211467123499010 |
| 2023-09-01 | 13.2992126365021000 |
| 2023-10-01 | 13.2781432274112000 |
| 2023-11-01 | 13.1923333844811990 |
| 2023-12-01 | 13.1475310423632000 |
| 2024-01-01 | 12.9645503402514010 |
| 2024-02-01 | 12.8920804414521000 |
| 2024-03-01 | 12.7409205668608000 |
| 2024-04-01 | 12.6253654356446980 |
| 2024-05-01 | 12.3783868112303010 |
| 2024-06-01 | 12.3377215219143000 |
| 2024-07-01 | 12.2891076762288000 |
| 2024-08-01 | 12.3990055131333020 |
| 2024-09-01 | 12.2925113115581990 |
| 2024-10-01 | 12.0866928482453000 |
| 2024-11-01 | 12.0183793216336000 |
| 2024-12-01 | 11.8714563003551990 |
| 2025-01-01 | 11.7941610254325010 |
| 2025-02-01 | 11.8133179675565000 |
| 2025-03-01 | 11.9476209596874000 |
| 2025-04-01 | 12.2092365573095980 |
| 2025-05-01 | 12.4679048225621990 |
| 2025-06-01 | 12.3256862372719010 |
| 2025-07-01 | 12.3649959741415000 |
| 2025-08-01 | 12.2713823063159020 |