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 2024-08-01 |
| Last Updated | 2024-09-21 4:55 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 | 35.945874483114200 |
| 1990-02-01 | 35.620160871403500 |
| 1990-03-01 | 36.082103141304700 |
| 1990-04-01 | 36.636931510845200 |
| 1990-05-01 | 36.880875441754000 |
| 1990-06-01 | 36.697053146611100 |
| 1990-07-01 | 36.810588508584000 |
| 1990-08-01 | 36.786188528248790 |
| 1990-09-01 | 37.417834786432100 |
| 1990-10-01 | 36.254695224617800 |
| 1990-11-01 | 36.159309207687800 |
| 1990-12-01 | 36.667909860187900 |
| 1991-01-01 | 36.965699843408800 |
| 1991-02-01 | 37.539515211951600 |
| 1991-03-01 | 38.291703097302000 |
| 1991-04-01 | 38.546690684876700 |
| 1991-05-01 | 38.694110863686900 |
| 1991-06-01 | 39.094809290662496 |
| 1991-07-01 | 38.028418724692700 |
| 1991-08-01 | 38.966762838880400 |
| 1991-09-01 | 38.706671110580100 |
| 1991-10-01 | 39.217619984472800 |
| 1991-11-01 | 39.109390455771205 |
| 1991-12-01 | 39.208202660214205 |
| 1992-01-01 | 39.364025395774700 |
| 1992-02-01 | 39.372726847170700 |
| 1992-03-01 | 38.796759739249500 |
| 1992-04-01 | 38.792037104448500 |
| 1992-05-01 | 38.917867545272100 |
| 1992-06-01 | 38.757072669889800 |
| 1992-07-01 | 39.283328966804700 |
| 1992-08-01 | 39.227436469013000 |
| 1992-09-01 | 39.763269525199300 |
| 1992-10-01 | 39.674510736612700 |
| 1992-11-01 | 40.034641206959000 |
| 1992-12-01 | 39.709318457299300 |
| 1993-01-01 | 40.205726641855100 |
| 1993-02-01 | 40.666511018237000 |
| 1993-03-01 | 41.128355209419700 |
| 1993-04-01 | 40.248329987795000 |
| 1993-05-01 | 40.185066713024895 |
| 1993-06-01 | 40.507840741142104 |
| 1993-07-01 | 40.651069437620400 |
| 1993-08-01 | 40.254445692298000 |
| 1993-09-01 | 40.468534405175500 |
| 1993-10-01 | 40.776962560018600 |
| 1993-11-01 | 40.782225658311600 |
| 1993-12-01 | 41.505766254553800 |
| 1994-01-01 | 41.094671431835300 |
| 1994-02-01 | 40.776792094050300 |
| 1994-03-01 | 41.163787968168000 |
| 1994-04-01 | 41.801544590875800 |
| 1994-05-01 | 41.900813873355204 |
| 1994-06-01 | 42.127910144229000 |
| 1994-07-01 | 42.486005796041800 |
| 1994-08-01 | 42.987591597480794 |
| 1994-09-01 | 42.753684512366206 |
| 1994-10-01 | 43.726808382770100 |
| 1994-11-01 | 44.020372050422790 |
| 1994-12-01 | 44.804207287851604 |
| 1995-01-01 | 43.748337918303300 |
| 1995-02-01 | 44.017855303021400 |
| 1995-03-01 | 44.714385301290400 |
| 1995-04-01 | 43.916794523332500 |
| 1995-05-01 | 43.719628088357800 |
| 1995-06-01 | 44.050974466748800 |
| 1995-07-01 | 43.575021660939210 |
| 1995-08-01 | 44.141354574417704 |
| 1995-09-01 | 44.183489088351294 |
| 1995-10-01 | 44.019453471516900 |
| 1995-11-01 | 44.317922197623100 |
| 1995-12-01 | 44.536719536113200 |
| 1996-01-01 | 43.763929197806206 |
| 1996-02-01 | 44.342234706455500 |
| 1996-03-01 | 44.733063593170300 |
| 1996-04-01 | 44.708091157940100 |
| 1996-05-01 | 45.027242813275900 |
| 1996-06-01 | 45.148296953762205 |
| 1996-07-01 | 44.898965891808500 |
| 1996-08-01 | 45.453833923591100 |
| 1996-09-01 | 45.550898816840710 |
| 1996-10-01 | 45.251454959448790 |
| 1996-11-01 | 45.265606269071600 |
| 1996-12-01 | 45.308714863179290 |
| 1997-01-01 | 45.409743173137500 |
| 1997-02-01 | 45.845666798017206 |
| 1997-03-01 | 45.742550203609700 |
| 1997-04-01 | 46.441141087271600 |
| 1997-05-01 | 46.923300107791300 |
| 1997-06-01 | 47.058710122877600 |
| 1997-07-01 | 48.102876387849800 |
| 1997-08-01 | 48.314191335131596 |
| 1997-09-01 | 48.908370770135500 |
| 1997-10-01 | 48.861487041745210 |
| 1997-11-01 | 49.073687787037706 |
| 1997-12-01 | 49.031620780057790 |
| 1998-01-01 | 50.828527829241600 |
| 1998-02-01 | 51.791409314335795 |
| 1998-03-01 | 52.143682819896500 |
| 1998-04-01 | 52.219590475511800 |
| 1998-05-01 | 52.895424724986604 |
| 1998-06-01 | 52.664221694091610 |
| 1998-07-01 | 52.487885361860000 |
| 1998-08-01 | 52.202902231689100 |
| 1998-09-01 | 52.233709276827604 |
| 1998-10-01 | 53.573373541388600 |
| 1998-11-01 | 52.862644574778100 |
| 1998-12-01 | 53.550807593630196 |
| 1999-01-01 | 52.421285832832100 |
| 1999-02-01 | 51.084097856877390 |
| 1999-03-01 | 50.713769673275300 |
| 1999-04-01 | 52.269487504919400 |
| 1999-05-01 | 52.006298990077400 |
| 1999-06-01 | 51.978030563765900 |
| 1999-07-01 | 52.287192012643700 |
| 1999-08-01 | 51.689256859092800 |
| 1999-09-01 | 52.139057074420900 |
| 1999-10-01 | 51.236510438815000 |
| 1999-11-01 | 51.385844969748895 |
| 1999-12-01 | 51.445422670329000 |
| 2000-01-01 | 51.777847274064600 |
| 2000-02-01 | 51.803172340924704 |
| 2000-03-01 | 52.440848398525496 |
| 2000-04-01 | 53.548219583724600 |
| 2000-05-01 | 53.409309292654290 |
| 2000-06-01 | 53.654463290708600 |
| 2000-07-01 | 54.071223630186300 |
| 2000-08-01 | 54.658282493299890 |
| 2000-09-01 | 54.808270715727500 |
| 2000-10-01 | 55.800697726641204 |
| 2000-11-01 | 55.878999171784000 |
| 2000-12-01 | 55.023622811969005 |
| 2001-01-01 | 55.495682614889900 |
| 2001-02-01 | 56.145836556521700 |
| 2001-03-01 | 56.321211540536495 |
| 2001-04-01 | 56.862799379071504 |
| 2001-05-01 | 56.546010546538200 |
| 2001-06-01 | 57.021900622279700 |
| 2001-07-01 | 56.965352211066600 |
| 2001-08-01 | 55.836320487194500 |
| 2001-09-01 | 54.845529866745100 |
| 2001-10-01 | 53.991449016256894 |
| 2001-11-01 | 54.138818730241300 |
| 2001-12-01 | 54.003933558609300 |
| 2002-01-01 | 53.280528740011206 |
| 2002-02-01 | 53.011735547670405 |
| 2002-03-01 | 52.703570931008210 |
| 2002-04-01 | 52.519733883997795 |
| 2002-05-01 | 52.931853662900800 |
| 2002-06-01 | 52.376032201868400 |
| 2002-07-01 | 51.357811569665700 |
| 2002-08-01 | 51.432156983269900 |
| 2002-09-01 | 51.195045834720900 |
| 2002-10-01 | 50.689289571636710 |
| 2002-11-01 | 50.389926195150395 |
| 2002-12-01 | 50.377594477488610 |
| 2003-01-01 | 50.252018715704200 |
| 2003-02-01 | 49.762484207587995 |
| 2003-03-01 | 49.273688498027404 |
| 2003-04-01 | 48.751405379247890 |
| 2003-05-01 | 48.605838103714300 |
| 2003-06-01 | 48.339263467443104 |
| 2003-07-01 | 48.982619261961300 |
| 2003-08-01 | 49.531020842846400 |
| 2003-09-01 | 49.775009207501796 |
| 2003-10-01 | 50.461179331346100 |
| 2003-11-01 | 50.728625897113200 |
| 2003-12-01 | 50.543867838901996 |
| 2004-01-01 | 52.414489333598300 |
| 2004-02-01 | 52.882953559072290 |
| 2004-03-01 | 52.270048362257796 |
| 2004-04-01 | 52.527332172639596 |
| 2004-05-01 | 51.793583874668210 |
| 2004-06-01 | 52.598701836273800 |
| 2004-07-01 | 53.840730468097895 |
| 2004-08-01 | 54.190823748388794 |
| 2004-09-01 | 55.105017107896300 |
| 2004-10-01 | 56.332190789970000 |
| 2004-11-01 | 56.541642670777210 |
| 2004-12-01 | 57.121482808465700 |
| 2005-01-01 | 57.930972254628800 |
| 2005-02-01 | 58.703676495337300 |
| 2005-03-01 | 58.997691043846100 |
| 2005-04-01 | 59.709168203449200 |
| 2005-05-01 | 59.879844179301200 |
| 2005-06-01 | 60.103454902051400 |
| 2005-07-01 | 60.461474493084400 |
| 2005-08-01 | 60.393785114995600 |
| 2005-09-01 | 61.337305042146795 |
| 2005-10-01 | 60.664411315725900 |
| 2005-11-01 | 61.331603799410104 |
| 2005-12-01 | 61.480042664003896 |
| 2006-01-01 | 61.540352071234800 |
| 2006-02-01 | 61.707158463934500 |
| 2006-03-01 | 61.789750321484500 |
| 2006-04-01 | 61.570108106493400 |
| 2006-05-01 | 61.895616950262000 |
| 2006-06-01 | 62.126490071960895 |
| 2006-07-01 | 61.801467628585390 |
| 2006-08-01 | 62.166277734465800 |
| 2006-09-01 | 62.001015048886096 |
| 2006-10-01 | 61.502680391252100 |
| 2006-11-01 | 61.506997428823700 |
| 2006-12-01 | 60.913445240357504 |
| 2007-01-01 | 61.982454002618500 |
| 2007-02-01 | 62.078253719200200 |
| 2007-03-01 | 62.426251603788610 |
| 2007-04-01 | 62.621749957347404 |
| 2007-05-01 | 63.117546060932895 |
| 2007-06-01 | 63.001471882968700 |
| 2007-07-01 | 63.001878623082000 |
| 2007-08-01 | 63.626034913310300 |
| 2007-09-01 | 62.885654431930000 |
| 2007-10-01 | 63.119607859326490 |
| 2007-11-01 | 63.004051663786704 |
| 2007-12-01 | 62.824641569419200 |
| 2008-01-01 | 65.314583615274700 |
| 2008-02-01 | 65.393626499421300 |
| 2008-03-01 | 65.390559430766400 |
| 2008-04-01 | 65.059571382938700 |
| 2008-05-01 | 64.844105825462890 |
| 2008-06-01 | 64.502868140371600 |
| 2008-07-01 | 64.116265671868200 |
| 2008-08-01 | 64.096848942738800 |
| 2008-09-01 | 63.909567191632900 |
| 2008-10-01 | 62.793380102358796 |
| 2008-11-01 | 62.133078006290100 |
| 2008-12-01 | 61.070826543413894 |
| 2009-01-01 | 59.425414056715300 |
| 2009-02-01 | 58.595017007668700 |
| 2009-03-01 | 57.582625980679000 |
| 2009-04-01 | 56.077460278162700 |
| 2009-05-01 | 55.858512074353290 |
| 2009-06-01 | 55.811799324779800 |
| 2009-07-01 | 55.196972300947800 |
| 2009-08-01 | 54.760511540158100 |
| 2009-09-01 | 54.133364681043000 |
| 2009-10-01 | 54.676776711833300 |
| 2009-11-01 | 54.992378554779606 |
| 2009-12-01 | 55.254746806579600 |
| 2010-01-01 | 55.841817074803000 |
| 2010-02-01 | 55.688576386779296 |
| 2010-03-01 | 55.768003526229705 |
| 2010-04-01 | 56.196428088859100 |
| 2010-05-01 | 55.933905695769600 |
| 2010-06-01 | 55.801007500104800 |
| 2010-07-01 | 55.834613169225290 |
| 2010-08-01 | 55.425997168102100 |
| 2010-09-01 | 55.443804573398400 |
| 2010-10-01 | 55.809875999212295 |
| 2010-11-01 | 55.401251164183210 |
| 2010-12-01 | 55.325995291333100 |
| 2011-01-01 | 55.035730294266000 |
| 2011-02-01 | 54.455936396155100 |
| 2011-03-01 | 54.947538330025200 |
| 2011-04-01 | 54.611915972436290 |
| 2011-05-01 | 54.621606605752500 |
| 2011-06-01 | 54.450768244146005 |
| 2011-07-01 | 54.998278349472900 |
| 2011-08-01 | 54.978786699356500 |
| 2011-09-01 | 55.843858541274000 |
| 2011-10-01 | 55.592970001607400 |
| 2011-11-01 | 55.358839124483500 |
| 2011-12-01 | 55.845496706001995 |
| 2012-01-01 | 55.428270493153600 |
| 2012-02-01 | 56.422054088106100 |
| 2012-03-01 | 56.193819257321200 |
| 2012-04-01 | 56.821191021163905 |
| 2012-05-01 | 56.932896303605794 |
| 2012-06-01 | 57.399825669186704 |
| 2012-07-01 | 57.252944937636900 |
| 2012-08-01 | 57.740884213072796 |
| 2012-09-01 | 57.546073927080400 |
| 2012-10-01 | 57.404760481407900 |
| 2012-11-01 | 57.875168925435894 |
| 2012-12-01 | 57.803606381972600 |
| 2013-01-01 | 57.903067765134104 |
| 2013-02-01 | 57.939713566904600 |
| 2013-03-01 | 58.350574152125700 |
| 2013-04-01 | 57.996212461924400 |
| 2013-05-01 | 58.213534303242206 |
| 2013-06-01 | 58.419860789388196 |
| 2013-07-01 | 58.761785140092900 |
| 2013-08-01 | 58.927030051144800 |
| 2013-09-01 | 58.837780739141400 |
| 2013-10-01 | 58.751022498609510 |
| 2013-11-01 | 58.886783967278100 |
| 2013-12-01 | 58.524007278470110 |
| 2014-01-01 | 58.913690594925500 |
| 2014-02-01 | 58.932025945943300 |
| 2014-03-01 | 59.178364609809800 |
| 2014-04-01 | 59.165298055768300 |
| 2014-05-01 | 59.522947023927790 |
| 2014-06-01 | 59.725594951616110 |
| 2014-07-01 | 59.193841015555705 |
| 2014-08-01 | 58.937898035718100 |
| 2014-09-01 | 58.925546067296710 |
| 2014-10-01 | 60.205117531424600 |
| 2014-11-01 | 60.303060497602104 |
| 2014-12-01 | 60.484780223193795 |
| 2015-01-01 | 61.828873254590505 |
| 2015-02-01 | 60.600647937278990 |
| 2015-03-01 | 60.617786329435000 |
| 2015-04-01 | 60.936257125265100 |
| 2015-05-01 | 60.875141288478005 |
| 2015-06-01 | 60.412672118232400 |
| 2015-07-01 | 60.872095030562000 |
| 2015-08-01 | 60.456597758534000 |
| 2015-09-01 | 59.614039921054000 |
| 2015-10-01 | 59.948351670895100 |
| 2015-11-01 | 59.674605640647110 |
| 2015-12-01 | 59.763262057552296 |
| 2016-01-01 | 60.189919625471300 |
| 2016-02-01 | 59.779066607913400 |
| 2016-03-01 | 59.536730520349500 |
| 2016-04-01 | 59.643930705499600 |
| 2016-05-01 | 59.472178265431005 |
| 2016-06-01 | 59.543210970409795 |
| 2016-07-01 | 59.540476199842200 |
| 2016-08-01 | 59.330200148500005 |
| 2016-09-01 | 59.814652244061900 |
| 2016-10-01 | 59.874514526720800 |
| 2016-11-01 | 59.923783807926505 |
| 2016-12-01 | 59.988162264383710 |
| 2017-01-01 | 60.153405377028100 |
| 2017-02-01 | 60.873204867993200 |
| 2017-03-01 | 61.763284517381800 |
| 2017-04-01 | 61.285962297427794 |
| 2017-05-01 | 61.319039177898205 |
| 2017-06-01 | 61.464637855579100 |
| 2017-07-01 | 60.831627754119900 |
| 2017-08-01 | 61.269277721131000 |
| 2017-09-01 | 61.309137828623000 |
| 2017-10-01 | 61.300271522440400 |
| 2017-11-01 | 61.222010734174700 |
| 2017-12-01 | 61.610135938736400 |
| 2018-01-01 | 61.031013911321710 |
| 2018-02-01 | 61.493387308295205 |
| 2018-03-01 | 62.055300149766104 |
| 2018-04-01 | 60.830358657781000 |
| 2018-05-01 | 61.085417528217110 |
| 2018-06-01 | 62.100060639803400 |
| 2018-07-01 | 62.131117253483200 |
| 2018-08-01 | 62.405185032963800 |
| 2018-09-01 | 62.425988499124000 |
| 2018-10-01 | 62.311774405256700 |
| 2018-11-01 | 62.908948461445796 |
| 2018-12-01 | 62.649744462089394 |
| 2019-01-01 | 62.448693407030895 |
| 2019-02-01 | 62.746116036405000 |
| 2019-03-01 | 62.838120641363600 |
| 2019-04-01 | 62.650411756418000 |
| 2019-05-01 | 63.042895448211496 |
| 2019-06-01 | 62.865057137530900 |
| 2019-07-01 | 63.328380320733700 |
| 2019-08-01 | 63.498554559559400 |
| 2019-09-01 | 63.129766556559105 |
| 2019-10-01 | 63.418963241921900 |
| 2019-11-01 | 63.261942110178500 |
| 2019-12-01 | 63.245691429697600 |
| 2020-01-01 | 63.047616908900096 |
| 2020-02-01 | 62.695717546561600 |
| 2020-03-01 | 62.697170628345900 |
| 2020-04-01 | 57.232960855510400 |
| 2020-05-01 | 57.456613095960506 |
| 2020-06-01 | 57.882892848139804 |
| 2020-07-01 | 58.113305581874900 |
| 2020-08-01 | 58.552353728405510 |
| 2020-09-01 | 58.734794378557396 |
| 2020-10-01 | 58.811709733653900 |
| 2020-11-01 | 58.923398219182700 |
| 2020-12-01 | 59.382691079736006 |
| 2021-01-01 | 60.603764182671604 |
| 2021-02-01 | 59.632029858936100 |
| 2021-03-01 | 60.556773883155300 |
| 2021-04-01 | 61.099766715283790 |
| 2021-05-01 | 60.945103287256400 |
| 2021-06-01 | 61.424279095115700 |
| 2021-07-01 | 61.001764583424400 |
| 2021-08-01 | 61.142284514352504 |
| 2021-09-01 | 61.205698710604494 |
| 2021-10-01 | 61.801386313219005 |
| 2021-11-01 | 62.184093412655600 |
| 2021-12-01 | 62.857780931304290 |
| 2022-01-01 | 63.389479109159600 |
| 2022-02-01 | 63.330052936181204 |
| 2022-03-01 | 63.609814356661790 |
| 2022-04-01 | 64.160938267248710 |
| 2022-05-01 | 64.305903174693400 |
| 2022-06-01 | 64.457463721891600 |
| 2022-07-01 | 65.227512635158000 |
| 2022-08-01 | 65.221255702440700 |
| 2022-09-01 | 65.885377669966600 |
| 2022-10-01 | 65.881801409640600 |
| 2022-11-01 | 66.263263968030800 |
| 2022-12-01 | 65.812043514871290 |
| 2023-01-01 | 65.774285246048100 |
| 2023-02-01 | 65.820601936353000 |
| 2023-03-01 | 65.884352651241000 |
| 2023-04-01 | 65.439648210262790 |
| 2023-05-01 | 65.364257410462200 |
| 2023-06-01 | 65.505825120894900 |
| 2023-07-01 | 63.845270218852995 |
| 2023-08-01 | 64.063043299886500 |
| 2023-09-01 | 64.056129799679700 |
| 2023-10-01 | 64.174778550209100 |
| 2023-11-01 | 63.429156746274500 |
| 2023-12-01 | 63.157557363483600 |
| 2024-01-01 | 63.090549379657000 |
| 2024-02-01 | 63.705830040205406 |
| 2024-03-01 | 63.259846103029900 |
| 2024-04-01 | 63.348181733869200 |
| 2024-05-01 | 63.620257506494106 |
| 2024-06-01 | 63.045830390827100 |
| 2024-07-01 | 64.061536389713400 |
| 2024-08-01 | 64.669820273519700 |
