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 2024-11-01 |
| Last Updated | 2024-12-21 6:49 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 | 3.6894511109476604 |
| 1990-02-01 | 3.5929836530996204 |
| 1990-03-01 | 3.7497406086900800 |
| 1990-04-01 | 3.8061056055969200 |
| 1990-05-01 | 3.6242207728478100 |
| 1990-06-01 | 3.8762233664079200 |
| 1990-07-01 | 3.8397128861545700 |
| 1990-08-01 | 3.9299295030623997 |
| 1990-09-01 | 3.9270745815615697 |
| 1990-10-01 | 3.8958906252217500 |
| 1990-11-01 | 3.7668666820380500 |
| 1990-12-01 | 3.8958327566391700 |
| 1991-01-01 | 4.7996184875838000 |
| 1991-02-01 | 4.8046863042734600 |
| 1991-03-01 | 4.8583514821874690 |
| 1991-04-01 | 4.8879557552496300 |
| 1991-05-01 | 5.1082470735757300 |
| 1991-06-01 | 5.0654524748466800 |
| 1991-07-01 | 5.1406438009766910 |
| 1991-08-01 | 5.2327517675990190 |
| 1991-09-01 | 5.3383344706834400 |
| 1991-10-01 | 5.4014098595701700 |
| 1991-11-01 | 5.4652243852841200 |
| 1991-12-01 | 5.6050106079720090 |
| 1992-01-01 | 5.4070196532667700 |
| 1992-02-01 | 5.3207980984798800 |
| 1992-03-01 | 4.8701840446512400 |
| 1992-04-01 | 5.0575505060316300 |
| 1992-05-01 | 5.0658269966024100 |
| 1992-06-01 | 5.0508789325734700 |
| 1992-07-01 | 5.2497442090529600 |
| 1992-08-01 | 5.2472443824293400 |
| 1992-09-01 | 5.2718437903153200 |
| 1992-10-01 | 5.3004822503185190 |
| 1992-11-01 | 5.2623157731712690 |
| 1992-12-01 | 5.3082760188268000 |
| 1993-01-01 | 5.2048341765711400 |
| 1993-02-01 | 5.2415726791080890 |
| 1993-03-01 | 5.2897050404336290 |
| 1993-04-01 | 5.3104170527677590 |
| 1993-05-01 | 5.2135722372509700 |
| 1993-06-01 | 5.5378290488561200 |
| 1993-07-01 | 5.5645354103161110 |
| 1993-08-01 | 5.5795696235462690 |
| 1993-09-01 | 5.7302583281968890 |
| 1993-10-01 | 5.8990412183936000 |
| 1993-11-01 | 5.6408852601695800 |
| 1993-12-01 | 5.5999229891515710 |
| 1994-01-01 | 5.5858419131332990 |
| 1994-02-01 | 5.6702258695437300 |
| 1994-03-01 | 5.7029009318665800 |
| 1994-04-01 | 5.8596772795994290 |
| 1994-05-01 | 5.8739066454759210 |
| 1994-06-01 | 5.9249735361777010 |
| 1994-07-01 | 5.9767898510475200 |
| 1994-08-01 | 6.1422305472097200 |
| 1994-09-01 | 6.1015653611074990 |
| 1994-10-01 | 6.0854152484657590 |
| 1994-11-01 | 6.0026167391525190 |
| 1994-12-01 | 6.4781782729714500 |
| 1995-01-01 | 6.8641673581983700 |
| 1995-02-01 | 6.9908711387080000 |
| 1995-03-01 | 7.3298309538985000 |
| 1995-04-01 | 7.4917165046045100 |
| 1995-05-01 | 7.7572463435094500 |
| 1995-06-01 | 7.8139425420790305 |
| 1995-07-01 | 7.7676360037944190 |
| 1995-08-01 | 8.0259786450430100 |
| 1995-09-01 | 7.9851051143899500 |
| 1995-10-01 | 8.1817468963862100 |
| 1995-11-01 | 8.1700506461377690 |
| 1995-12-01 | 8.4316603179851600 |
| 1996-01-01 | 8.6344883297596710 |
| 1996-02-01 | 8.8948132664136510 |
| 1996-03-01 | 8.9541815632365510 |
| 1996-04-01 | 9.1399422532658910 |
| 1996-05-01 | 9.4457974125622410 |
| 1996-06-01 | 9.5124227113846600 |
| 1996-07-01 | 11.7316909219997000 |
| 1996-08-01 | 12.0194926356454990 |
| 1996-09-01 | 11.8710122644904000 |
| 1996-10-01 | 12.5892025665399000 |
| 1996-11-01 | 12.9506720643301990 |
| 1996-12-01 | 13.3805779153486000 |
| 1997-01-01 | 11.9044593911906990 |
| 1997-02-01 | 12.7736324706721000 |
| 1997-03-01 | 12.9650522641050010 |
| 1997-04-01 | 14.0209285179251970 |
| 1997-05-01 | 13.7407801875480010 |
| 1997-06-01 | 13.8096681049110990 |
| 1997-07-01 | 14.5900491054959000 |
| 1997-08-01 | 14.7922654105228020 |
| 1997-09-01 | 15.6264968204653000 |
| 1997-10-01 | 15.4317608450775000 |
| 1997-11-01 | 15.5626200889149000 |
| 1997-12-01 | 15.4123208850136990 |
| 1998-01-01 | 17.0799621487077000 |
| 1998-02-01 | 17.4546601724018020 |
| 1998-03-01 | 17.4292943539573000 |
| 1998-04-01 | 18.2320110165253980 |
| 1998-05-01 | 18.1481914438424000 |
| 1998-06-01 | 18.4108532797243000 |
| 1998-07-01 | 18.5640139565439000 |
| 1998-08-01 | 18.1313047792593000 |
| 1998-09-01 | 18.4522484850697000 |
| 1998-10-01 | 18.6893395466786030 |
| 1998-11-01 | 18.5877790618042000 |
| 1998-12-01 | 18.9546382525537000 |
| 1999-01-01 | 18.7637112828014000 |
| 1999-02-01 | 18.7385689500654000 |
| 1999-03-01 | 18.3691863004624000 |
| 1999-04-01 | 18.4538211790271980 |
| 1999-05-01 | 18.4548948239824000 |
| 1999-06-01 | 18.1075093848740000 |
| 1999-07-01 | 18.2885425703798000 |
| 1999-08-01 | 17.8361391772762000 |
| 1999-09-01 | 17.7356397117555000 |
| 1999-10-01 | 17.9437410955256000 |
| 1999-11-01 | 18.3428091507998980 |
| 1999-12-01 | 18.4013829009202000 |
| 2000-01-01 | 19.0460120955253000 |
| 2000-02-01 | 19.6298582112327000 |
| 2000-03-01 | 19.7930343715669000 |
| 2000-04-01 | 19.4799448585521020 |
| 2000-05-01 | 19.4490153446316000 |
| 2000-06-01 | 20.4252191587593000 |
| 2000-07-01 | 20.5593190871159000 |
| 2000-08-01 | 20.8096402974161000 |
| 2000-09-01 | 20.8020280332787000 |
| 2000-10-01 | 20.2713857562802000 |
| 2000-11-01 | 20.0839172362934000 |
| 2000-12-01 | 20.1863016107961000 |
| 2001-01-01 | 19.8234287245520000 |
| 2001-02-01 | 19.9207406350200000 |
| 2001-03-01 | 20.0188612080204000 |
| 2001-04-01 | 19.8106415945787000 |
| 2001-05-01 | 19.6504210306320000 |
| 2001-06-01 | 19.5452766913708980 |
| 2001-07-01 | 18.9630584772536000 |
| 2001-08-01 | 19.4772320794168000 |
| 2001-09-01 | 19.3384631288502000 |
| 2001-10-01 | 19.4683747186657000 |
| 2001-11-01 | 19.7092453323665000 |
| 2001-12-01 | 19.7826197214440000 |
| 2002-01-01 | 19.6139196151233970 |
| 2002-02-01 | 19.2125373343277000 |
| 2002-03-01 | 19.2622767930846020 |
| 2002-04-01 | 19.1284141820993980 |
| 2002-05-01 | 19.0613891034757000 |
| 2002-06-01 | 18.9909320581895000 |
| 2002-07-01 | 18.7640265724046030 |
| 2002-08-01 | 18.8396122721904000 |
| 2002-09-01 | 19.0896455977835020 |
| 2002-10-01 | 19.2464859422951020 |
| 2002-11-01 | 18.9823061067222000 |
| 2002-12-01 | 18.9805974557950000 |
| 2003-01-01 | 19.0125490768535000 |
| 2003-02-01 | 19.0046401525790000 |
| 2003-03-01 | 18.5441149849465000 |
| 2003-04-01 | 18.9376321716221020 |
| 2003-05-01 | 18.8921717517331020 |
| 2003-06-01 | 18.7510834459804000 |
| 2003-07-01 | 18.6353363727543000 |
| 2003-08-01 | 18.7052232525658000 |
| 2003-09-01 | 18.5435562317830000 |
| 2003-10-01 | 18.3127648238673970 |
| 2003-11-01 | 17.9459379252585000 |
| 2003-12-01 | 17.6522421435365000 |
| 2004-01-01 | 17.7342132949056000 |
| 2004-02-01 | 17.6867294144987000 |
| 2004-03-01 | 17.6591164477480000 |
| 2004-04-01 | 18.1437482356197000 |
| 2004-05-01 | 17.6261989859078980 |
| 2004-06-01 | 17.7232889700126000 |
| 2004-07-01 | 17.6663656433174980 |
| 2004-08-01 | 17.3574828669150000 |
| 2004-09-01 | 17.4250207368160020 |
| 2004-10-01 | 18.7104259596946040 |
| 2004-11-01 | 18.6894456363645000 |
| 2004-12-01 | 18.6140792962661000 |
| 2005-01-01 | 18.8573563988681020 |
| 2005-02-01 | 19.3597212038087000 |
| 2005-03-01 | 19.0742635463056020 |
| 2005-04-01 | 19.0619227190201030 |
| 2005-05-01 | 19.1830763119636000 |
| 2005-06-01 | 18.9887843137343000 |
| 2005-07-01 | 18.7552514045461000 |
| 2005-08-01 | 18.8105647108371020 |
| 2005-09-01 | 18.7104055443713970 |
| 2005-10-01 | 18.7195212842580000 |
| 2005-11-01 | 18.9490410014508970 |
| 2005-12-01 | 18.9724594533364000 |
| 2006-01-01 | 18.8838446546188980 |
| 2006-02-01 | 19.1335093679276000 |
| 2006-03-01 | 18.7939138115607000 |
| 2006-04-01 | 18.1730691263913000 |
| 2006-05-01 | 18.2375737647647000 |
| 2006-06-01 | 18.8353218201068000 |
| 2006-07-01 | 19.6304169330686980 |
| 2006-08-01 | 19.6611803308707000 |
| 2006-09-01 | 19.8191384138187000 |
| 2006-10-01 | 19.8408739295309000 |
| 2006-11-01 | 20.1198453064940000 |
| 2006-12-01 | 19.8275689148876030 |
| 2007-01-01 | 19.2895844307246980 |
| 2007-02-01 | 19.2192907771721980 |
| 2007-03-01 | 19.2202007528557000 |
| 2007-04-01 | 19.1859978074325000 |
| 2007-05-01 | 19.0965657549258020 |
| 2007-06-01 | 19.1661007220764000 |
| 2007-07-01 | 18.9925643967177000 |
| 2007-08-01 | 18.9168828585683000 |
| 2007-09-01 | 18.8244178940515000 |
| 2007-10-01 | 18.6239362938101000 |
| 2007-11-01 | 18.8199262108546000 |
| 2007-12-01 | 18.9138501692250000 |
| 2008-01-01 | 18.8769409971525000 |
| 2008-02-01 | 19.1196745333981000 |
| 2008-03-01 | 18.9690420592881000 |
| 2008-04-01 | 18.7986217299821020 |
| 2008-05-01 | 18.5483493279861980 |
| 2008-06-01 | 18.2635884699332000 |
| 2008-07-01 | 18.2486336164914000 |
| 2008-08-01 | 17.9813890822022000 |
| 2008-09-01 | 17.8187373098480000 |
| 2008-10-01 | 17.6905147694768000 |
| 2008-11-01 | 17.4325324164420000 |
| 2008-12-01 | 17.1329408552356000 |
| 2009-01-01 | 17.1558900126053000 |
| 2009-02-01 | 16.9250501937876980 |
| 2009-03-01 | 16.8217090487913020 |
| 2009-04-01 | 17.2209496675914020 |
| 2009-05-01 | 17.1987771921529000 |
| 2009-06-01 | 16.9516930503011000 |
| 2009-07-01 | 16.3955563638449000 |
| 2009-08-01 | 16.2512108038863020 |
| 2009-09-01 | 16.5974035335161000 |
| 2009-10-01 | 16.7264221515607000 |
| 2009-11-01 | 16.9422861330137000 |
| 2009-12-01 | 17.2869106217083000 |
| 2010-01-01 | 17.4345458197513000 |
| 2010-02-01 | 17.6528177929633000 |
| 2010-03-01 | 17.8835554159190000 |
| 2010-04-01 | 18.0546163934041030 |
| 2010-05-01 | 18.2237267573179000 |
| 2010-06-01 | 18.3176290729912000 |
| 2010-07-01 | 18.2498577118517000 |
| 2010-08-01 | 18.3244002910461030 |
| 2010-09-01 | 18.0659837012304000 |
| 2010-10-01 | 18.0801803855218000 |
| 2010-11-01 | 17.7374865739565000 |
| 2010-12-01 | 17.8400364468164000 |
| 2011-01-01 | 17.9271021050676000 |
| 2011-02-01 | 17.7842376134936000 |
| 2011-03-01 | 17.6292641087126000 |
| 2011-04-01 | 17.7034815665843000 |
| 2011-05-01 | 17.6355915610839000 |
| 2011-06-01 | 17.7884541748436000 |
| 2011-07-01 | 18.0191597270588030 |
| 2011-08-01 | 17.8836693175665000 |
| 2011-09-01 | 18.1216001797210000 |
| 2011-10-01 | 18.1426347973026020 |
| 2011-11-01 | 18.0307095488395000 |
| 2011-12-01 | 17.8900268591613000 |
| 2012-01-01 | 17.7410014545791980 |
| 2012-02-01 | 17.6274007233008980 |
| 2012-03-01 | 17.4631390255163020 |
| 2012-04-01 | 16.9429827688152000 |
| 2012-05-01 | 16.9341978027536970 |
| 2012-06-01 | 16.7414607241009000 |
| 2012-07-01 | 16.6863568951498000 |
| 2012-08-01 | 16.7631910117436970 |
| 2012-09-01 | 16.6835624751362000 |
| 2012-10-01 | 16.6294710513862000 |
| 2012-11-01 | 16.5234361802296000 |
| 2012-12-01 | 16.3404737249158000 |
| 2013-01-01 | 15.9717770261855010 |
| 2013-02-01 | 16.0532692526999980 |
| 2013-03-01 | 16.0677136028489000 |
| 2013-04-01 | 16.1638925879601000 |
| 2013-05-01 | 16.3260234162378000 |
| 2013-06-01 | 16.3017579279535000 |
| 2013-07-01 | 16.1698048908860000 |
| 2013-08-01 | 15.9468635324040980 |
| 2013-09-01 | 15.7542464103365990 |
| 2013-10-01 | 15.5196787215950990 |
| 2013-11-01 | 15.6283240557390000 |
| 2013-12-01 | 15.2922886262381000 |
| 2014-01-01 | 15.6112835149415990 |
| 2014-02-01 | 15.4799544215683010 |
| 2014-03-01 | 15.2482842530410000 |
| 2014-04-01 | 14.9631419638652000 |
| 2014-05-01 | 14.9032876894448020 |
| 2014-06-01 | 14.7576927088745000 |
| 2014-07-01 | 14.6597553726142000 |
| 2014-08-01 | 14.7529125209146000 |
| 2014-09-01 | 14.7504774291841000 |
| 2014-10-01 | 14.6199918589716000 |
| 2014-11-01 | 14.6385960501671000 |
| 2014-12-01 | 14.7335874705085000 |
| 2015-01-01 | 14.7477104419128010 |
| 2015-02-01 | 14.7829344653037000 |
| 2015-03-01 | 14.8988723509849000 |
| 2015-04-01 | 15.0601839531318990 |
| 2015-05-01 | 15.0846591669102000 |
| 2015-06-01 | 15.1360617058839000 |
| 2015-07-01 | 15.0714347584905000 |
| 2015-08-01 | 14.8662791197235000 |
| 2015-09-01 | 14.7509016302321000 |
| 2015-10-01 | 14.9100863443578000 |
| 2015-11-01 | 14.8565149939552000 |
| 2015-12-01 | 14.7465116550331000 |
| 2016-01-01 | 14.7753050789875000 |
| 2016-02-01 | 14.6872918302553010 |
| 2016-03-01 | 14.5503597933425000 |
| 2016-04-01 | 14.6501613156702000 |
| 2016-05-01 | 14.4731844039077000 |
| 2016-06-01 | 14.5302028829210000 |
| 2016-07-01 | 14.4873908785311020 |
| 2016-08-01 | 14.5011073670419000 |
| 2016-09-01 | 14.4560506639386990 |
| 2016-10-01 | 14.2936693647041990 |
| 2016-11-01 | 13.8619148661439020 |
| 2016-12-01 | 13.7373459192526980 |
| 2017-01-01 | 13.7869342634352000 |
| 2017-02-01 | 13.7750807574280000 |
| 2017-03-01 | 13.9133047117215000 |
| 2017-04-01 | 13.7419408994203010 |
| 2017-05-01 | 13.7800697151377000 |
| 2017-06-01 | 13.7511116434247000 |
| 2017-07-01 | 13.7249065709166000 |
| 2017-08-01 | 13.7307693207300000 |
| 2017-09-01 | 13.6431581575154990 |
| 2017-10-01 | 13.6693514849300000 |
| 2017-11-01 | 13.6541213911707000 |
| 2017-12-01 | 13.5115935282530000 |
| 2018-01-01 | 13.4934401513905000 |
| 2018-02-01 | 13.6752968775681000 |
| 2018-03-01 | 13.5024003419949010 |
| 2018-04-01 | 13.1314277701955980 |
| 2018-05-01 | 13.0753176863533990 |
| 2018-06-01 | 12.8659325935856990 |
| 2018-07-01 | 12.8691904363459990 |
| 2018-08-01 | 12.6587396732821000 |
| 2018-09-01 | 12.6386096717984000 |
| 2018-10-01 | 12.6573365288740000 |
| 2018-11-01 | 12.6314139168794010 |
| 2018-12-01 | 12.7987129319664010 |
| 2019-01-01 | 12.6842171336575010 |
| 2019-02-01 | 12.5578939601795000 |
| 2019-03-01 | 12.6080111760674000 |
| 2019-04-01 | 12.7244690863779990 |
| 2019-05-01 | 12.7676768861834000 |
| 2019-06-01 | 12.7846649393097990 |
| 2019-07-01 | 12.7053422666526980 |
| 2019-08-01 | 12.6842268538083010 |
| 2019-09-01 | 12.6265623573818020 |
| 2019-10-01 | 12.4395962658161000 |
| 2019-11-01 | 12.4161244944118000 |
| 2019-12-01 | 12.5124963384069990 |
| 2020-01-01 | 12.2790003544046000 |
| 2020-02-01 | 12.1440143136850000 |
| 2020-03-01 | 12.1341908222532000 |
| 2020-04-01 | 11.4037574240825010 |
| 2020-05-01 | 11.3395780188494020 |
| 2020-06-01 | 11.2802371185887010 |
| 2020-07-01 | 11.2244469197520000 |
| 2020-08-01 | 11.3073258240911980 |
| 2020-09-01 | 11.3148083048212000 |
| 2020-10-01 | 11.2248988474835000 |
| 2020-11-01 | 11.1251609821133020 |
| 2020-12-01 | 11.3599131523303000 |
| 2021-01-01 | 10.7848900239575000 |
| 2021-02-01 | 10.6184001217004000 |
| 2021-03-01 | 10.7601110615289000 |
| 2021-04-01 | 10.9708619164861980 |
| 2021-05-01 | 11.1156889143354980 |
| 2021-06-01 | 11.1708256211934000 |
| 2021-07-01 | 11.0157975204341000 |
| 2021-08-01 | 11.1101000996667000 |
| 2021-09-01 | 11.0955067213539000 |
| 2021-10-01 | 11.3055275983603000 |
| 2021-11-01 | 11.7625277283425990 |
| 2021-12-01 | 11.8341311652172000 |
| 2022-01-01 | 12.1123516806983020 |
| 2022-02-01 | 12.2085162947685000 |
| 2022-03-01 | 12.2751596600055000 |
| 2022-04-01 | 12.3344032198980000 |
| 2022-05-01 | 12.4764236237447000 |
| 2022-06-01 | 12.4419893567711000 |
| 2022-07-01 | 12.8921322132820000 |
| 2022-08-01 | 12.9957943250984000 |
| 2022-09-01 | 13.2847964411342000 |
| 2022-10-01 | 13.6054796806733020 |
| 2022-11-01 | 13.7161288232680980 |
| 2022-12-01 | 13.6077541596789010 |
| 2023-01-01 | 13.8437408648091010 |
| 2023-02-01 | 13.9965394070397000 |
| 2023-03-01 | 13.8699086435486000 |
| 2023-04-01 | 13.8066487823008010 |
| 2023-05-01 | 13.7481304369158010 |
| 2023-06-01 | 13.7234965155647000 |
| 2023-07-01 | 13.0525819738506000 |
| 2023-08-01 | 12.9768731868065000 |
| 2023-09-01 | 12.9785190379006000 |
| 2023-10-01 | 12.7058455575676000 |
| 2023-11-01 | 12.3716879066007000 |
| 2023-12-01 | 12.3641161947655980 |
| 2024-01-01 | 12.2713063095754010 |
| 2024-02-01 | 12.3942536055229000 |
| 2024-03-01 | 12.4636517152041990 |
| 2024-04-01 | 12.5865634843569990 |
| 2024-05-01 | 12.5217542365129000 |
| 2024-06-01 | 12.6027202222835000 |
| 2024-07-01 | 12.7253594482072000 |
| 2024-08-01 | 12.7610234962144000 |
| 2024-09-01 | 12.5704313355623000 |
| 2024-10-01 | 12.5181248289404010 |
| 2024-11-01 | 12.4200609558133000 |
