Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Dallas-Plano-Irving, TX (MD)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| Title | All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191246054120001SA |
| 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 2024-05-01 |
| Last Updated | 2024-06-26 4:36 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 | 13.514362590395999 |
| 1990-02-01 | 13.482500077224698 |
| 1990-03-01 | 13.457724681665900 |
| 1990-04-01 | 13.790570723912900 |
| 1990-05-01 | 13.845729133378502 |
| 1990-06-01 | 13.909708596256099 |
| 1990-07-01 | 14.059713984708700 |
| 1990-08-01 | 14.181078294282802 |
| 1990-09-01 | 14.213770825784800 |
| 1990-10-01 | 14.323659680929000 |
| 1990-11-01 | 14.562464073220598 |
| 1990-12-01 | 14.552120461353500 |
| 1991-01-01 | 13.534839903603102 |
| 1991-02-01 | 13.887276994264800 |
| 1991-03-01 | 13.961944517140100 |
| 1991-04-01 | 13.376310685983000 |
| 1991-05-01 | 13.437743045520500 |
| 1991-06-01 | 13.586414017362600 |
| 1991-07-01 | 13.366688213973699 |
| 1991-08-01 | 13.478847859679000 |
| 1991-09-01 | 13.406819966466598 |
| 1991-10-01 | 13.121783347123198 |
| 1991-11-01 | 13.283673970651900 |
| 1991-12-01 | 13.258679520265100 |
| 1992-01-01 | 13.376315431987800 |
| 1992-02-01 | 13.290834774157900 |
| 1992-03-01 | 13.152936249350400 |
| 1992-04-01 | 13.077651920514800 |
| 1992-05-01 | 12.995312386741200 |
| 1992-06-01 | 12.831606311217598 |
| 1992-07-01 | 13.094808375746100 |
| 1992-08-01 | 12.886421381150699 |
| 1992-09-01 | 12.918946787850402 |
| 1992-10-01 | 13.099423949567900 |
| 1992-11-01 | 12.986971633964300 |
| 1992-12-01 | 13.057520810179000 |
| 1993-01-01 | 13.336591424206400 |
| 1993-02-01 | 13.725848800775399 |
| 1993-03-01 | 13.070529383762400 |
| 1993-04-01 | 14.272804718542400 |
| 1993-05-01 | 14.817234587913802 |
| 1993-06-01 | 13.874715764752800 |
| 1993-07-01 | 14.012902339916899 |
| 1993-08-01 | 13.894609982898901 |
| 1993-09-01 | 14.838034122765600 |
| 1993-10-01 | 13.901577309658000 |
| 1993-11-01 | 13.538789028767800 |
| 1993-12-01 | 13.418378748323699 |
| 1994-01-01 | 13.639432708714600 |
| 1994-02-01 | 13.500374456686199 |
| 1994-03-01 | 13.531431940403600 |
| 1994-04-01 | 13.452631350952199 |
| 1994-05-01 | 13.401366309777100 |
| 1994-06-01 | 13.890473626560400 |
| 1994-07-01 | 13.850640495783802 |
| 1994-08-01 | 14.026088666377900 |
| 1994-09-01 | 14.055782499501900 |
| 1994-10-01 | 13.900799189536500 |
| 1994-11-01 | 13.743501677960700 |
| 1994-12-01 | 13.439609177389698 |
| 1995-01-01 | 14.344972519673199 |
| 1995-02-01 | 14.915579593726802 |
| 1995-03-01 | 14.542853699694600 |
| 1995-04-01 | 13.840790289949400 |
| 1995-05-01 | 14.417627772416502 |
| 1995-06-01 | 14.298772863998000 |
| 1995-07-01 | 13.953783633912401 |
| 1995-08-01 | 14.116551285536499 |
| 1995-09-01 | 13.950894206602099 |
| 1995-10-01 | 14.744696047085700 |
| 1995-11-01 | 15.256739503110301 |
| 1995-12-01 | 14.844531612431000 |
| 1996-01-01 | 14.640981693851800 |
| 1996-02-01 | 14.617069141944900 |
| 1996-03-01 | 14.834143157263200 |
| 1996-04-01 | 14.948714523112800 |
| 1996-05-01 | 15.080050694351803 |
| 1996-06-01 | 14.726723284126802 |
| 1996-07-01 | 15.144547818239400 |
| 1996-08-01 | 15.096092650165600 |
| 1996-09-01 | 15.165202212291100 |
| 1996-10-01 | 14.756450743628399 |
| 1996-11-01 | 15.592858010105902 |
| 1996-12-01 | 15.434670556192698 |
| 1997-01-01 | 15.305556625065000 |
| 1997-02-01 | 14.902413590012300 |
| 1997-03-01 | 15.215547671434200 |
| 1997-04-01 | 16.245894541604100 |
| 1997-05-01 | 16.610336148708200 |
| 1997-06-01 | 16.900597722068400 |
| 1997-07-01 | 16.389226693769900 |
| 1997-08-01 | 16.347391823195200 |
| 1997-09-01 | 16.864751523737800 |
| 1997-10-01 | 16.994361866414100 |
| 1997-11-01 | 17.009924327793100 |
| 1997-12-01 | 16.961214129453900 |
| 1998-01-01 | 16.816773756893400 |
| 1998-02-01 | 16.809479163963500 |
| 1998-03-01 | 16.748239720597000 |
| 1998-04-01 | 16.918507214814300 |
| 1998-05-01 | 16.972934794060700 |
| 1998-06-01 | 17.313262948857400 |
| 1998-07-01 | 17.351878771623000 |
| 1998-08-01 | 17.524704225095000 |
| 1998-09-01 | 17.584670611621600 |
| 1998-10-01 | 16.810599330997000 |
| 1998-11-01 | 16.276795624698100 |
| 1998-12-01 | 16.515973430761400 |
| 1999-01-01 | 16.768441121176300 |
| 1999-02-01 | 16.853074402939000 |
| 1999-03-01 | 17.028139222899200 |
| 1999-04-01 | 16.798698541387900 |
| 1999-05-01 | 16.667299496917902 |
| 1999-06-01 | 16.634226215143400 |
| 1999-07-01 | 17.232570250425600 |
| 1999-08-01 | 17.300461562257900 |
| 1999-09-01 | 17.194523311086600 |
| 1999-10-01 | 17.884964246397200 |
| 1999-11-01 | 17.706679989481300 |
| 1999-12-01 | 18.019277648211700 |
| 2000-01-01 | 17.440229090417900 |
| 2000-02-01 | 17.317459911039800 |
| 2000-03-01 | 17.334516872287600 |
| 2000-04-01 | 17.591932844945300 |
| 2000-05-01 | 17.532931931885600 |
| 2000-06-01 | 17.791719890298300 |
| 2000-07-01 | 17.667226121640000 |
| 2000-08-01 | 17.733231791969800 |
| 2000-09-01 | 17.940358414155103 |
| 2000-10-01 | 18.047554599985602 |
| 2000-11-01 | 17.895939239770502 |
| 2000-12-01 | 18.217130262042300 |
| 2001-01-01 | 18.289682267397100 |
| 2001-02-01 | 18.375664772520200 |
| 2001-03-01 | 18.734756516895000 |
| 2001-04-01 | 18.067905689967000 |
| 2001-05-01 | 17.975993447890800 |
| 2001-06-01 | 17.751719020942800 |
| 2001-07-01 | 17.836540986928100 |
| 2001-08-01 | 17.802943639340000 |
| 2001-09-01 | 17.485773009063100 |
| 2001-10-01 | 17.243230965421400 |
| 2001-11-01 | 17.444161155077500 |
| 2001-12-01 | 16.627911323074800 |
| 2002-01-01 | 16.812846052240200 |
| 2002-02-01 | 16.815357757367400 |
| 2002-03-01 | 16.736409988218400 |
| 2002-04-01 | 16.538632058871500 |
| 2002-05-01 | 16.908682216885500 |
| 2002-06-01 | 16.429506211912802 |
| 2002-07-01 | 16.137689514170102 |
| 2002-08-01 | 16.003598703206002 |
| 2002-09-01 | 16.043241258932902 |
| 2002-10-01 | 15.711791534782698 |
| 2002-11-01 | 15.619541733841801 |
| 2002-12-01 | 15.725500388496599 |
| 2003-01-01 | 15.953053382735400 |
| 2003-02-01 | 15.672905319620199 |
| 2003-03-01 | 15.650312869663699 |
| 2003-04-01 | 15.619316935804601 |
| 2003-05-01 | 15.967548824136800 |
| 2003-06-01 | 15.809904424617300 |
| 2003-07-01 | 15.835765800555198 |
| 2003-08-01 | 15.878631521353300 |
| 2003-09-01 | 16.206349715955400 |
| 2003-10-01 | 16.071601394190400 |
| 2003-11-01 | 16.070635124629902 |
| 2003-12-01 | 16.112019772936300 |
| 2004-01-01 | 16.204222078864000 |
| 2004-02-01 | 16.239529182180900 |
| 2004-03-01 | 16.254673193856302 |
| 2004-04-01 | 16.424679295776700 |
| 2004-05-01 | 16.245687989597800 |
| 2004-06-01 | 16.332601286861600 |
| 2004-07-01 | 16.221228189057100 |
| 2004-08-01 | 16.120532637404600 |
| 2004-09-01 | 15.970429447923602 |
| 2004-10-01 | 16.189693718147900 |
| 2004-11-01 | 16.084339881887900 |
| 2004-12-01 | 15.970447378383900 |
| 2005-01-01 | 16.427324128507600 |
| 2005-02-01 | 16.150136624633700 |
| 2005-03-01 | 16.080283502383600 |
| 2005-04-01 | 16.529889330340900 |
| 2005-05-01 | 16.121792098808100 |
| 2005-06-01 | 16.331702498248700 |
| 2005-07-01 | 16.485348354435597 |
| 2005-08-01 | 16.525823675827300 |
| 2005-09-01 | 16.836477058595100 |
| 2005-10-01 | 17.489021461758900 |
| 2005-11-01 | 17.217297570477600 |
| 2005-12-01 | 17.624971336678698 |
| 2006-01-01 | 17.396938915572300 |
| 2006-02-01 | 17.284133843866500 |
| 2006-03-01 | 17.325942033040900 |
| 2006-04-01 | 17.249270278304500 |
| 2006-05-01 | 17.277652957545600 |
| 2006-06-01 | 17.309211290137597 |
| 2006-07-01 | 17.624239065093697 |
| 2006-08-01 | 17.802072736858900 |
| 2006-09-01 | 17.874012610756800 |
| 2006-10-01 | 17.968845743660200 |
| 2006-11-01 | 18.458068015213000 |
| 2006-12-01 | 18.706072581137400 |
| 2007-01-01 | 18.824832073573700 |
| 2007-02-01 | 18.972195478905900 |
| 2007-03-01 | 19.086462928062502 |
| 2007-04-01 | 18.969843115068200 |
| 2007-05-01 | 19.103622019094900 |
| 2007-06-01 | 19.043557667765600 |
| 2007-07-01 | 19.318669645810100 |
| 2007-08-01 | 19.659821819139200 |
| 2007-09-01 | 19.887026616131102 |
| 2007-10-01 | 19.946725913151102 |
| 2007-11-01 | 20.244954419284700 |
| 2007-12-01 | 20.303640646518500 |
| 2008-01-01 | 20.366138701457300 |
| 2008-02-01 | 20.698897450131900 |
| 2008-03-01 | 20.778349718842000 |
| 2008-04-01 | 20.893087581010700 |
| 2008-05-01 | 20.904897423647200 |
| 2008-06-01 | 20.743637927640100 |
| 2008-07-01 | 20.089833210333700 |
| 2008-08-01 | 20.427013863958700 |
| 2008-09-01 | 20.057971514729700 |
| 2008-10-01 | 19.904906060063600 |
| 2008-11-01 | 19.645659475439200 |
| 2008-12-01 | 19.723798475968500 |
| 2009-01-01 | 19.925904126420400 |
| 2009-02-01 | 19.558288353686198 |
| 2009-03-01 | 19.397163030558300 |
| 2009-04-01 | 19.411809815547898 |
| 2009-05-01 | 19.384055176126303 |
| 2009-06-01 | 19.437719302576700 |
| 2009-07-01 | 19.236643991960400 |
| 2009-08-01 | 19.193155123498300 |
| 2009-09-01 | 19.224270281666900 |
| 2009-10-01 | 19.344866429731700 |
| 2009-11-01 | 19.858723683960303 |
| 2009-12-01 | 19.065520554073103 |
| 2010-01-01 | 19.066911782658103 |
| 2010-02-01 | 19.013400444666900 |
| 2010-03-01 | 19.233254414150900 |
| 2010-04-01 | 19.132227236204397 |
| 2010-05-01 | 19.069832516158602 |
| 2010-06-01 | 18.725668733900800 |
| 2010-07-01 | 19.204972988800602 |
| 2010-08-01 | 19.073811249003900 |
| 2010-09-01 | 19.469722442902200 |
| 2010-10-01 | 18.876736624754700 |
| 2010-11-01 | 18.758269337777600 |
| 2010-12-01 | 18.916879154315897 |
| 2011-01-01 | 18.887421899851603 |
| 2011-02-01 | 18.868674672528800 |
| 2011-03-01 | 18.860519766041502 |
| 2011-04-01 | 19.057514000871800 |
| 2011-05-01 | 18.956748127088602 |
| 2011-06-01 | 19.146105689109103 |
| 2011-07-01 | 19.186602668233900 |
| 2011-08-01 | 19.034609694120300 |
| 2011-09-01 | 19.115265886679000 |
| 2011-10-01 | 19.117534644601500 |
| 2011-11-01 | 19.262645402471100 |
| 2011-12-01 | 19.364374829568200 |
| 2012-01-01 | 19.200402575811300 |
| 2012-02-01 | 19.201722515185600 |
| 2012-03-01 | 19.178925189386200 |
| 2012-04-01 | 19.171139237201000 |
| 2012-05-01 | 19.559324197318700 |
| 2012-06-01 | 19.368671316755396 |
| 2012-07-01 | 19.679953819567398 |
| 2012-08-01 | 20.314099105421900 |
| 2012-09-01 | 19.369992841767700 |
| 2012-10-01 | 20.055223704382200 |
| 2012-11-01 | 20.451775403136700 |
| 2012-12-01 | 19.807296632346603 |
| 2013-01-01 | 20.019118469623603 |
| 2013-02-01 | 20.025130227607500 |
| 2013-03-01 | 19.997614453180800 |
| 2013-04-01 | 20.392800870994602 |
| 2013-05-01 | 19.862570620064200 |
| 2013-06-01 | 19.985191521558100 |
| 2013-07-01 | 19.664082436508700 |
| 2013-08-01 | 19.894210635025100 |
| 2013-09-01 | 20.031786187657700 |
| 2013-10-01 | 19.888250713007300 |
| 2013-11-01 | 19.836550946852103 |
| 2013-12-01 | 20.343539101979400 |
| 2014-01-01 | 20.659130719327102 |
| 2014-02-01 | 20.755805263048100 |
| 2014-03-01 | 21.424647839867700 |
| 2014-04-01 | 21.220952418892900 |
| 2014-05-01 | 21.363503860187000 |
| 2014-06-01 | 21.358188436310698 |
| 2014-07-01 | 21.538033892980800 |
| 2014-08-01 | 21.998803731607800 |
| 2014-09-01 | 21.907705091901104 |
| 2014-10-01 | 22.023843654207397 |
| 2014-11-01 | 21.998269066663000 |
| 2014-12-01 | 22.157298948407195 |
| 2015-01-01 | 23.914760786099400 |
| 2015-02-01 | 24.116904749692303 |
| 2015-03-01 | 24.453594462389300 |
| 2015-04-01 | 24.273676454752700 |
| 2015-05-01 | 23.457005168993900 |
| 2015-06-01 | 23.818241268585500 |
| 2015-07-01 | 23.981444702953000 |
| 2015-08-01 | 23.593227657373900 |
| 2015-09-01 | 23.593177651193400 |
| 2015-10-01 | 23.871295753373200 |
| 2015-11-01 | 23.759918493173103 |
| 2015-12-01 | 23.749172261562300 |
| 2016-01-01 | 24.090488172750202 |
| 2016-02-01 | 24.285764973374000 |
| 2016-03-01 | 24.096325361539197 |
| 2016-04-01 | 23.721496792887997 |
| 2016-05-01 | 24.142540820721397 |
| 2016-06-01 | 24.567362109880600 |
| 2016-07-01 | 24.505993796000700 |
| 2016-08-01 | 24.491694013196900 |
| 2016-09-01 | 24.709690970988103 |
| 2016-10-01 | 24.435529197728602 |
| 2016-11-01 | 24.413249282326003 |
| 2016-12-01 | 24.341408247139803 |
| 2017-01-01 | 24.040279246865200 |
| 2017-02-01 | 23.943740226904897 |
| 2017-03-01 | 23.929737769561400 |
| 2017-04-01 | 23.889544549914200 |
| 2017-05-01 | 24.134969844346198 |
| 2017-06-01 | 24.024162797132000 |
| 2017-07-01 | 23.934819434366100 |
| 2017-08-01 | 23.972580287081698 |
| 2017-09-01 | 24.019774808157102 |
| 2017-10-01 | 24.115052814538200 |
| 2017-11-01 | 24.378060452738800 |
| 2017-12-01 | 24.235342645235300 |
| 2018-01-01 | 24.085399007274500 |
| 2018-02-01 | 24.095329059771300 |
| 2018-03-01 | 24.354960562451502 |
| 2018-04-01 | 24.353269932668900 |
| 2018-05-01 | 24.604089668024002 |
| 2018-06-01 | 24.686597143249198 |
| 2018-07-01 | 24.893774331518397 |
| 2018-08-01 | 24.844965703492800 |
| 2018-09-01 | 24.920278779493398 |
| 2018-10-01 | 25.008682628738700 |
| 2018-11-01 | 25.059094324391900 |
| 2018-12-01 | 25.243593941464802 |
| 2019-01-01 | 25.316309327813800 |
| 2019-02-01 | 25.546062161181300 |
| 2019-03-01 | 25.455115594223297 |
| 2019-04-01 | 25.902794652039800 |
| 2019-05-01 | 25.779442702935300 |
| 2019-06-01 | 25.870260744735700 |
| 2019-07-01 | 25.951426748380500 |
| 2019-08-01 | 26.208096448441896 |
| 2019-09-01 | 25.987232089910800 |
| 2019-10-01 | 26.214467783921698 |
| 2019-11-01 | 26.387903492573000 |
| 2019-12-01 | 26.258127957787600 |
| 2020-01-01 | 26.657468567657000 |
| 2020-02-01 | 26.686916177379900 |
| 2020-03-01 | 26.550221435519900 |
| 2020-04-01 | 25.621974297389997 |
| 2020-05-01 | 25.828216345282897 |
| 2020-06-01 | 25.851703238165500 |
| 2020-07-01 | 26.120570797473100 |
| 2020-08-01 | 25.695892895633303 |
| 2020-09-01 | 25.662846045016103 |
| 2020-10-01 | 25.807861347007602 |
| 2020-11-01 | 25.923361986319800 |
| 2020-12-01 | 26.186034709060200 |
| 2021-01-01 | 26.198490556409602 |
| 2021-02-01 | 26.322357608057104 |
| 2021-03-01 | 26.538335264298800 |
| 2021-04-01 | 26.734551958101200 |
| 2021-05-01 | 27.284727285352396 |
| 2021-06-01 | 27.416090222456603 |
| 2021-07-01 | 27.591303173634200 |
| 2021-08-01 | 27.895763392274297 |
| 2021-09-01 | 28.228608122865400 |
| 2021-10-01 | 28.309906297587700 |
| 2021-11-01 | 28.464269510925398 |
| 2021-12-01 | 28.502612895591300 |
| 2022-01-01 | 28.648305367606000 |
| 2022-02-01 | 28.857741249936500 |
| 2022-03-01 | 29.244858165981803 |
| 2022-04-01 | 29.641144754139700 |
| 2022-05-01 | 29.710450318598102 |
| 2022-06-01 | 30.269856306407200 |
| 2022-07-01 | 31.184660916694103 |
| 2022-08-01 | 31.806404584818200 |
| 2022-09-01 | 31.809364182195100 |
| 2022-10-01 | 31.805907359117104 |
| 2022-11-01 | 31.981304098628000 |
| 2022-12-01 | 31.915999438674300 |
| 2023-01-01 | 32.800450945217800 |
| 2023-02-01 | 32.992666115417700 |
| 2023-03-01 | 33.152471242767000 |
| 2023-04-01 | 33.037160578484800 |
| 2023-05-01 | 33.058315883994200 |
| 2023-06-01 | 32.836124863943600 |
| 2023-07-01 | 31.867081761138100 |
| 2023-08-01 | 32.010691455523000 |
| 2023-09-01 | 31.795025080542302 |
| 2023-10-01 | 31.914349433875000 |
| 2023-11-01 | 32.103261057685100 |
| 2023-12-01 | 31.629888869942498 |
| 2024-01-01 | 31.230568215303100 |
| 2024-02-01 | 31.203704408554900 |
| 2024-03-01 | 30.765285331452603 |
| 2024-04-01 | 31.224295432981500 |
| 2024-05-01 | 31.417988880289396 |
