Table Data - All Employees: Professional and Business Services in Tulsa, OK (MSA)
| Title | All Employees: Professional and Business Services in Tulsa, OK (MSA) |
|---|---|
| Series ID | TULS140PBSV |
| 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 2024-09-01 |
| Last Updated | 2024-10-23 4:43 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 | 35.945874181348294 |
| 1990-02-01 | 35.620162877082500 |
| 1990-03-01 | 36.082102282563795 |
| 1990-04-01 | 36.636931021169600 |
| 1990-05-01 | 36.880875122100896 |
| 1990-06-01 | 36.697053522348500 |
| 1990-07-01 | 36.810590618722900 |
| 1990-08-01 | 36.786190628784496 |
| 1990-09-01 | 37.417839717983900 |
| 1990-10-01 | 36.254697911105600 |
| 1990-11-01 | 36.159310485630900 |
| 1990-12-01 | 36.667897471294104 |
| 1991-01-01 | 36.965698803129500 |
| 1991-02-01 | 37.539516658362700 |
| 1991-03-01 | 38.291701123536500 |
| 1991-04-01 | 38.546689569497700 |
| 1991-05-01 | 38.694110484913900 |
| 1991-06-01 | 39.094810039350400 |
| 1991-07-01 | 38.028421414319700 |
| 1991-08-01 | 38.966765458001400 |
| 1991-09-01 | 38.706679364221800 |
| 1991-10-01 | 39.217624303981600 |
| 1991-11-01 | 39.109392275495790 |
| 1991-12-01 | 39.208186858097800 |
| 1992-01-01 | 39.364023555277600 |
| 1992-02-01 | 39.372728777116706 |
| 1992-03-01 | 38.796748654353600 |
| 1992-04-01 | 38.792038216979400 |
| 1992-05-01 | 38.917869036655300 |
| 1992-06-01 | 38.757074058757300 |
| 1992-07-01 | 39.283333022798400 |
| 1992-08-01 | 39.227441719557500 |
| 1992-09-01 | 39.763281361444704 |
| 1992-10-01 | 39.674517559965600 |
| 1992-11-01 | 40.034647183768100 |
| 1992-12-01 | 39.709305621601900 |
| 1993-01-01 | 40.205700120908700 |
| 1993-02-01 | 40.666518459348800 |
| 1993-03-01 | 41.128337922131600 |
| 1993-04-01 | 40.248333654079000 |
| 1993-05-01 | 40.185070345717000 |
| 1993-06-01 | 40.507845085191100 |
| 1993-07-01 | 40.651077232539390 |
| 1993-08-01 | 40.254455949394500 |
| 1993-09-01 | 40.468552870987900 |
| 1993-10-01 | 40.776973822178200 |
| 1993-11-01 | 40.782234939313300 |
| 1993-12-01 | 41.505751291920205 |
| 1994-01-01 | 41.094611344936500 |
| 1994-02-01 | 40.776796761253600 |
| 1994-03-01 | 41.163760671934796 |
| 1994-04-01 | 41.801553873628290 |
| 1994-05-01 | 41.900827811654600 |
| 1994-06-01 | 42.127926951183100 |
| 1994-07-01 | 42.486025488581205 |
| 1994-08-01 | 42.987612976270000 |
| 1994-09-01 | 42.753710620651496 |
| 1994-10-01 | 43.726822577397900 |
| 1994-11-01 | 44.020378346334496 |
| 1994-12-01 | 44.804183839920505 |
| 1995-01-01 | 43.748225545950100 |
| 1995-02-01 | 44.017839457781804 |
| 1995-03-01 | 44.714351362016790 |
| 1995-04-01 | 43.916815266130290 |
| 1995-05-01 | 43.719667916197200 |
| 1995-06-01 | 44.051020824372700 |
| 1995-07-01 | 43.575064177610294 |
| 1995-08-01 | 44.141391916497500 |
| 1995-09-01 | 44.183530270872495 |
| 1995-10-01 | 44.019461136061004 |
| 1995-11-01 | 44.317915161077790 |
| 1995-12-01 | 44.536674183477600 |
| 1996-01-01 | 43.763774320062105 |
| 1996-02-01 | 44.342157337154596 |
| 1996-03-01 | 44.732943495143296 |
| 1996-04-01 | 44.708209720249904 |
| 1996-05-01 | 45.027348226451000 |
| 1996-06-01 | 45.148384537134000 |
| 1996-07-01 | 44.899035989825790 |
| 1996-08-01 | 45.453890405536700 |
| 1996-09-01 | 45.550939422962600 |
| 1996-10-01 | 45.251443571611600 |
| 1996-11-01 | 45.265575962911605 |
| 1996-12-01 | 45.308645642967210 |
| 1997-01-01 | 45.409538735035600 |
| 1997-02-01 | 45.845514539836800 |
| 1997-03-01 | 45.742335013922904 |
| 1997-04-01 | 46.441416651948700 |
| 1997-05-01 | 46.923460251845000 |
| 1997-06-01 | 47.058836559758795 |
| 1997-07-01 | 48.102972813678505 |
| 1997-08-01 | 48.314261116631500 |
| 1997-09-01 | 48.908400722433300 |
| 1997-10-01 | 48.861447681838600 |
| 1997-11-01 | 49.073626607429400 |
| 1997-12-01 | 49.031535221077000 |
| 1998-01-01 | 50.828304753248900 |
| 1998-02-01 | 51.791184994151294 |
| 1998-03-01 | 52.143375805409406 |
| 1998-04-01 | 52.220023045489505 |
| 1998-05-01 | 52.895632733652200 |
| 1998-06-01 | 52.664373175067205 |
| 1998-07-01 | 52.487997899898300 |
| 1998-08-01 | 52.202970537930604 |
| 1998-09-01 | 52.233710515535300 |
| 1998-10-01 | 53.573308246809795 |
| 1998-11-01 | 52.862558535593700 |
| 1998-12-01 | 53.550720221321200 |
| 1999-01-01 | 52.421070971142210 |
| 1999-02-01 | 51.083849175188700 |
| 1999-03-01 | 50.713454167481004 |
| 1999-04-01 | 52.269987884817496 |
| 1999-05-01 | 52.006506151975500 |
| 1999-06-01 | 51.978177200356290 |
| 1999-07-01 | 52.287305711782100 |
| 1999-08-01 | 51.689305081013500 |
| 1999-09-01 | 52.139034888220394 |
| 1999-10-01 | 51.236430891576900 |
| 1999-11-01 | 51.385755320863890 |
| 1999-12-01 | 51.445358504536900 |
| 2000-01-01 | 51.777681423882800 |
| 2000-02-01 | 51.802940682205296 |
| 2000-03-01 | 52.440541960645895 |
| 2000-04-01 | 53.548713708671900 |
| 2000-05-01 | 53.409496929548396 |
| 2000-06-01 | 53.654573630180600 |
| 2000-07-01 | 54.071311888985700 |
| 2000-08-01 | 54.658301798256500 |
| 2000-09-01 | 54.808224754190100 |
| 2000-10-01 | 55.800617306324400 |
| 2000-11-01 | 55.878912494467790 |
| 2000-12-01 | 55.023647255532700 |
| 2001-01-01 | 55.495564916345500 |
| 2001-02-01 | 56.145658193392290 |
| 2001-03-01 | 56.320993949582610 |
| 2001-04-01 | 56.863198476223600 |
| 2001-05-01 | 56.546120796908205 |
| 2001-06-01 | 57.021924695688400 |
| 2001-07-01 | 56.965412266182604 |
| 2001-08-01 | 55.836307088991400 |
| 2001-09-01 | 54.845465689001500 |
| 2001-10-01 | 53.991429892791395 |
| 2001-11-01 | 54.138743794052495 |
| 2001-12-01 | 54.004055149923800 |
| 2002-01-01 | 53.280469574099400 |
| 2002-02-01 | 53.011622469979706 |
| 2002-03-01 | 52.703451589465500 |
| 2002-04-01 | 52.519963298750800 |
| 2002-05-01 | 52.931877424633400 |
| 2002-06-01 | 52.375958211577900 |
| 2002-07-01 | 51.357830174296500 |
| 2002-08-01 | 51.432120176140096 |
| 2002-09-01 | 51.194974360830300 |
| 2002-10-01 | 50.689409379261600 |
| 2002-11-01 | 50.389899118520496 |
| 2002-12-01 | 50.377811159137600 |
| 2003-01-01 | 50.251999053617400 |
| 2003-02-01 | 49.762396472056890 |
| 2003-03-01 | 49.273621859600894 |
| 2003-04-01 | 48.751433605139800 |
| 2003-05-01 | 48.605764762301206 |
| 2003-06-01 | 48.339092011038105 |
| 2003-07-01 | 48.982601017190800 |
| 2003-08-01 | 49.530983428715200 |
| 2003-09-01 | 49.774981788010905 |
| 2003-10-01 | 50.461494050551900 |
| 2003-11-01 | 50.728700255306400 |
| 2003-12-01 | 50.544218436472505 |
| 2004-01-01 | 52.414453750649900 |
| 2004-02-01 | 52.882794213206900 |
| 2004-03-01 | 52.269884536934100 |
| 2004-04-01 | 52.527192034619000 |
| 2004-05-01 | 51.793433966431800 |
| 2004-06-01 | 52.598456224428396 |
| 2004-07-01 | 53.840658460381000 |
| 2004-08-01 | 54.190840015069110 |
| 2004-09-01 | 55.105058177606004 |
| 2004-10-01 | 56.332689462012100 |
| 2004-11-01 | 56.541962291124705 |
| 2004-12-01 | 57.122297299573900 |
| 2005-01-01 | 57.930548932272800 |
| 2005-02-01 | 58.703256760585400 |
| 2005-03-01 | 58.997361818935005 |
| 2005-04-01 | 59.708917081957200 |
| 2005-05-01 | 59.879611069523600 |
| 2005-06-01 | 60.103187809938710 |
| 2005-07-01 | 60.461445230210100 |
| 2005-08-01 | 60.393960953639000 |
| 2005-09-01 | 61.337232665825795 |
| 2005-10-01 | 60.665162117144100 |
| 2005-11-01 | 61.332232058260710 |
| 2005-12-01 | 61.481272865686904 |
| 2006-01-01 | 61.539498495914200 |
| 2006-02-01 | 61.706445823448700 |
| 2006-03-01 | 61.789222247746710 |
| 2006-04-01 | 61.569761426585100 |
| 2006-05-01 | 61.895328631103000 |
| 2006-06-01 | 62.126262705789790 |
| 2006-07-01 | 61.801512391954900 |
| 2006-08-01 | 62.166638294597100 |
| 2006-09-01 | 62.000793290383704 |
| 2006-10-01 | 61.503623246235400 |
| 2006-11-01 | 61.507953690776900 |
| 2006-12-01 | 60.915048433140400 |
| 2007-01-01 | 61.981013084424300 |
| 2007-02-01 | 62.077333576915800 |
| 2007-03-01 | 62.425594623168790 |
| 2007-04-01 | 62.621354986371700 |
| 2007-05-01 | 63.117251304925794 |
| 2007-06-01 | 63.001352389097100 |
| 2007-07-01 | 63.002043303484500 |
| 2007-08-01 | 63.626534757003000 |
| 2007-09-01 | 62.885253668630895 |
| 2007-10-01 | 63.120701213120100 |
| 2007-11-01 | 63.005125384228290 |
| 2007-12-01 | 62.826242396169796 |
| 2008-01-01 | 65.312916713053710 |
| 2008-02-01 | 65.392603476340900 |
| 2008-03-01 | 65.389883516476600 |
| 2008-04-01 | 65.059200733257400 |
| 2008-05-01 | 64.843861980677900 |
| 2008-06-01 | 64.502851142034500 |
| 2008-07-01 | 64.116492407651990 |
| 2008-08-01 | 64.097384704200700 |
| 2008-09-01 | 63.909130887724400 |
| 2008-10-01 | 62.794431141358900 |
| 2008-11-01 | 62.134129319739400 |
| 2008-12-01 | 61.072370018866200 |
| 2009-01-01 | 59.423509623498200 |
| 2009-02-01 | 58.594025028724296 |
| 2009-03-01 | 57.582080716097096 |
| 2009-04-01 | 56.077193806760300 |
| 2009-05-01 | 55.858357756539100 |
| 2009-06-01 | 55.811886158134605 |
| 2009-07-01 | 55.197266566445400 |
| 2009-08-01 | 54.761008592389790 |
| 2009-09-01 | 54.132870296626210 |
| 2009-10-01 | 54.677742915202890 |
| 2009-11-01 | 54.993185033055200 |
| 2009-12-01 | 55.255815839840600 |
| 2010-01-01 | 55.840210896464500 |
| 2010-02-01 | 55.687758369990995 |
| 2010-03-01 | 55.767641166275900 |
| 2010-04-01 | 56.196292432083794 |
| 2010-05-01 | 55.933853052154596 |
| 2010-06-01 | 55.801139430865710 |
| 2010-07-01 | 55.834881340733205 |
| 2010-08-01 | 55.426356733184000 |
| 2010-09-01 | 55.443436109867600 |
| 2010-10-01 | 55.810608367212296 |
| 2010-11-01 | 55.401773429377390 |
| 2010-12-01 | 55.326596931203696 |
| 2011-01-01 | 55.034451516697900 |
| 2011-02-01 | 54.455421007637900 |
| 2011-03-01 | 54.947376440017200 |
| 2011-04-01 | 54.611881462011205 |
| 2011-05-01 | 54.621634744069006 |
| 2011-06-01 | 54.450920935148496 |
| 2011-07-01 | 54.998478345415900 |
| 2011-08-01 | 54.978971519214895 |
| 2011-09-01 | 55.843652675042804 |
| 2011-10-01 | 55.593462515381100 |
| 2011-11-01 | 55.359038517114200 |
| 2011-12-01 | 55.845650589582010 |
| 2012-01-01 | 55.427589066314496 |
| 2012-02-01 | 56.421748185312700 |
| 2012-03-01 | 56.193792988740100 |
| 2012-04-01 | 56.821221696152290 |
| 2012-05-01 | 56.932967676691400 |
| 2012-06-01 | 57.399934604181300 |
| 2012-07-01 | 57.253027234384500 |
| 2012-08-01 | 57.740914878116800 |
| 2012-09-01 | 57.546048087395000 |
| 2012-10-01 | 57.404967607731000 |
| 2012-11-01 | 57.875215975293706 |
| 2012-12-01 | 57.803677704407704 |
| 2013-01-01 | 57.902732486935210 |
| 2013-02-01 | 57.939555420141204 |
| 2013-03-01 | 58.350615558319000 |
| 2013-04-01 | 57.996258823933200 |
| 2013-05-01 | 58.213590837040500 |
| 2013-06-01 | 58.419918796537500 |
| 2013-07-01 | 58.761788021902000 |
| 2013-08-01 | 58.926981475448510 |
| 2013-09-01 | 58.837734380628795 |
| 2013-10-01 | 58.751065648019704 |
| 2013-11-01 | 58.886771398779400 |
| 2013-12-01 | 58.524035435771700 |
| 2014-01-01 | 58.913798004416996 |
| 2014-02-01 | 58.931976053144900 |
| 2014-03-01 | 59.178406181696900 |
| 2014-04-01 | 59.165309150898295 |
| 2014-05-01 | 59.522956305334700 |
| 2014-06-01 | 59.725618902288500 |
| 2014-07-01 | 59.193658078145200 |
| 2014-08-01 | 58.937816287913705 |
| 2014-09-01 | 58.925493095893200 |
| 2014-10-01 | 60.205038794952706 |
| 2014-11-01 | 60.302996141358300 |
| 2014-12-01 | 60.484715888589790 |
| 2015-01-01 | 61.829674921089000 |
| 2015-02-01 | 60.600595800386490 |
| 2015-03-01 | 60.617789562119896 |
| 2015-04-01 | 60.936183690500300 |
| 2015-05-01 | 60.875023960760790 |
| 2015-06-01 | 60.412701393693894 |
| 2015-07-01 | 60.871754410655200 |
| 2015-08-01 | 60.456492665516700 |
| 2015-09-01 | 59.613952645157900 |
| 2015-10-01 | 59.948217845464300 |
| 2015-11-01 | 59.674487067110995 |
| 2015-12-01 | 59.763122299438490 |
| 2016-01-01 | 60.191372706773800 |
| 2016-02-01 | 59.778945868710790 |
| 2016-03-01 | 59.536712652250100 |
| 2016-04-01 | 59.643782765987304 |
| 2016-05-01 | 59.471955180762100 |
| 2016-06-01 | 59.543277477262200 |
| 2016-07-01 | 59.540006294907400 |
| 2016-08-01 | 59.330080327549300 |
| 2016-09-01 | 59.814510611573800 |
| 2016-10-01 | 59.874300753522995 |
| 2016-11-01 | 59.923605145598600 |
| 2016-12-01 | 59.987986276262100 |
| 2017-01-01 | 60.155429788760900 |
| 2017-02-01 | 60.873004213349105 |
| 2017-03-01 | 61.763109758075295 |
| 2017-04-01 | 61.285878043726600 |
| 2017-05-01 | 61.318758567406100 |
| 2017-06-01 | 61.464754037763300 |
| 2017-07-01 | 60.831173925862100 |
| 2017-08-01 | 61.269109275990600 |
| 2017-09-01 | 61.308884732375205 |
| 2017-10-01 | 61.299955112827796 |
| 2017-11-01 | 61.221724365924610 |
| 2017-12-01 | 61.609763193902290 |
| 2018-01-01 | 61.033625125638710 |
| 2018-02-01 | 61.493342633269904 |
| 2018-03-01 | 62.054700850338110 |
| 2018-04-01 | 60.830233802814600 |
| 2018-05-01 | 61.085118367103995 |
| 2018-06-01 | 62.100707616859890 |
| 2018-07-01 | 62.130591042794290 |
| 2018-08-01 | 62.404828791117296 |
| 2018-09-01 | 62.425499680757700 |
| 2018-10-01 | 62.311250393847295 |
| 2018-11-01 | 62.908496945380790 |
| 2018-12-01 | 62.649268984134210 |
| 2019-01-01 | 62.453030827782000 |
| 2019-02-01 | 62.746445488902395 |
| 2019-03-01 | 62.837211874757100 |
| 2019-04-01 | 62.650080611713705 |
| 2019-05-01 | 63.041788973000900 |
| 2019-06-01 | 62.864934557936100 |
| 2019-07-01 | 63.326653379263500 |
| 2019-08-01 | 63.497268981236710 |
| 2019-09-01 | 63.129116472944794 |
| 2019-10-01 | 63.419219673604710 |
| 2019-11-01 | 63.263157639364300 |
| 2019-12-01 | 63.246948116190500 |
| 2020-01-01 | 63.054757681499005 |
| 2020-02-01 | 62.697648085368800 |
| 2020-03-01 | 62.696180200887000 |
| 2020-04-01 | 57.230976798662900 |
| 2020-05-01 | 57.451618165262296 |
| 2020-06-01 | 57.880753803095210 |
| 2020-07-01 | 58.106655394923490 |
| 2020-08-01 | 58.548646233422600 |
| 2020-09-01 | 58.735515705742100 |
| 2020-10-01 | 58.812612440134200 |
| 2020-11-01 | 58.930413081474290 |
| 2020-12-01 | 59.389573825016200 |
| 2021-01-01 | 60.616693966149300 |
| 2021-02-01 | 59.636443881358700 |
| 2021-03-01 | 60.557489362265300 |
| 2021-04-01 | 61.094991689034610 |
| 2021-05-01 | 60.932459714333500 |
| 2021-06-01 | 61.418567642504400 |
| 2021-07-01 | 60.975622791054000 |
| 2021-08-01 | 61.130909621307710 |
| 2021-09-01 | 61.218322768639900 |
| 2021-10-01 | 61.805381774630100 |
| 2021-11-01 | 62.202016675907004 |
| 2021-12-01 | 62.874614462047795 |
| 2022-01-01 | 63.409396788872606 |
| 2022-02-01 | 63.338509122238506 |
| 2022-03-01 | 63.612529117855104 |
| 2022-04-01 | 64.152224770163710 |
| 2022-05-01 | 64.283434633405400 |
| 2022-06-01 | 64.444483457511100 |
| 2022-07-01 | 65.177974787344210 |
| 2022-08-01 | 65.200205266888800 |
| 2022-09-01 | 65.909861664172400 |
| 2022-10-01 | 65.889874258667090 |
| 2022-11-01 | 66.294161367588600 |
| 2022-12-01 | 65.840530973269000 |
| 2023-01-01 | 65.802229153948600 |
| 2023-02-01 | 65.833226155672000 |
| 2023-03-01 | 65.890096760835000 |
| 2023-04-01 | 65.427802849149800 |
| 2023-05-01 | 65.332786734733800 |
| 2023-06-01 | 65.484640782421890 |
| 2023-07-01 | 63.770466654799900 |
| 2023-08-01 | 64.031868621867900 |
| 2023-09-01 | 64.090590460133500 |
| 2023-10-01 | 64.188720502298000 |
| 2023-11-01 | 63.472458648556700 |
| 2023-12-01 | 63.197061635524996 |
| 2024-01-01 | 63.124510532580300 |
| 2024-02-01 | 63.722798087457400 |
| 2024-03-01 | 63.267576040024610 |
| 2024-04-01 | 63.333476667114710 |
| 2024-05-01 | 63.581607848804900 |
| 2024-06-01 | 63.016668099337700 |
| 2024-07-01 | 63.971333996999900 |
| 2024-08-01 | 64.132205774775200 |
| 2024-09-01 | 63.882285409409600 |
