Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Dallas-Plano-Irving, TX (MD)
| 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 2026-05-01 |
| Last Updated | 2026-06-24 9:52 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 | 13.5143625903964 |
| 1990-02-01 | 13.4825000772252 |
| 1990-03-01 | 13.4577246816676 |
| 1990-04-01 | 13.7905707239134 |
| 1990-05-01 | 13.8457291333788 |
| 1990-06-01 | 13.9097085962559 |
| 1990-07-01 | 14.0597139847082 |
| 1990-08-01 | 14.1810782942821 |
| 1990-09-01 | 14.2137708257826 |
| 1990-10-01 | 14.3236596809286 |
| 1990-11-01 | 14.5624640732210 |
| 1990-12-01 | 14.5521204613543 |
| 1991-01-01 | 13.5348399036041 |
| 1991-02-01 | 13.8872769942656 |
| 1991-03-01 | 13.9619445171413 |
| 1991-04-01 | 13.3763106859814 |
| 1991-05-01 | 13.4377430455179 |
| 1991-06-01 | 13.5864140173598 |
| 1991-07-01 | 13.3666882139728 |
| 1991-08-01 | 13.4788478596819 |
| 1991-09-01 | 13.4068199664717 |
| 1991-10-01 | 13.1217833471317 |
| 1991-11-01 | 13.2836739706578 |
| 1991-12-01 | 13.2586795202632 |
| 1992-01-01 | 13.3763154319786 |
| 1992-02-01 | 13.2908347741520 |
| 1992-03-01 | 13.1529362493370 |
| 1992-04-01 | 13.0776519205028 |
| 1992-05-01 | 12.9953123867361 |
| 1992-06-01 | 12.8316063112205 |
| 1992-07-01 | 13.0948083757582 |
| 1992-08-01 | 12.8864213811738 |
| 1992-09-01 | 12.9189467878776 |
| 1992-10-01 | 13.0994239495968 |
| 1992-11-01 | 12.9869716339870 |
| 1992-12-01 | 13.0575208101522 |
| 1993-01-01 | 13.3365914241454 |
| 1993-02-01 | 13.7258488007143 |
| 1993-03-01 | 13.0705293836994 |
| 1993-04-01 | 14.2728047185166 |
| 1993-05-01 | 14.8172345879501 |
| 1993-06-01 | 13.8747157648384 |
| 1993-07-01 | 14.0129023400146 |
| 1993-08-01 | 13.8946099829822 |
| 1993-09-01 | 14.8380341228115 |
| 1993-10-01 | 13.9015773096630 |
| 1993-11-01 | 13.5387890287568 |
| 1993-12-01 | 13.4183787482476 |
| 1994-01-01 | 13.6394327086254 |
| 1994-02-01 | 13.5003744562659 |
| 1994-03-01 | 13.5314319401874 |
| 1994-04-01 | 13.4526313510139 |
| 1994-05-01 | 13.4013663099539 |
| 1994-06-01 | 13.8904736271927 |
| 1994-07-01 | 13.8506404960434 |
| 1994-08-01 | 14.0260886665342 |
| 1994-09-01 | 14.0557824994852 |
| 1994-10-01 | 13.9007991893560 |
| 1994-11-01 | 13.7435016777141 |
| 1994-12-01 | 13.4396091770907 |
| 1995-01-01 | 14.3449725194539 |
| 1995-02-01 | 14.9155795929106 |
| 1995-03-01 | 14.5428536993570 |
| 1995-04-01 | 13.8407902901479 |
| 1995-05-01 | 14.4176277728833 |
| 1995-06-01 | 14.2987728654597 |
| 1995-07-01 | 13.9537836346914 |
| 1995-08-01 | 14.1165512863098 |
| 1995-09-01 | 13.9508942068636 |
| 1995-10-01 | 14.7446960475701 |
| 1995-11-01 | 15.2567394986822 |
| 1995-12-01 | 14.8445316123854 |
| 1996-01-01 | 14.6409816934931 |
| 1996-02-01 | 14.6170691403153 |
| 1996-03-01 | 14.8341431563218 |
| 1996-04-01 | 14.9487145234100 |
| 1996-05-01 | 15.0800506960152 |
| 1996-06-01 | 14.7267232885637 |
| 1996-07-01 | 15.1445478223275 |
| 1996-08-01 | 15.0960926536647 |
| 1996-09-01 | 15.1652022131180 |
| 1996-10-01 | 14.7564507428990 |
| 1996-11-01 | 15.5928579979970 |
| 1996-12-01 | 15.4346705510688 |
| 1997-01-01 | 15.3055566216537 |
| 1997-02-01 | 14.9024135870133 |
| 1997-03-01 | 15.2155476714391 |
| 1997-04-01 | 16.2458945451095 |
| 1997-05-01 | 16.6103361559155 |
| 1997-06-01 | 16.9005977339571 |
| 1997-07-01 | 16.3892267048815 |
| 1997-08-01 | 16.3473918305045 |
| 1997-09-01 | 16.8647515226396 |
| 1997-10-01 | 16.9943618591230 |
| 1997-11-01 | 17.0099243022558 |
| 1997-12-01 | 16.9612141150814 |
| 1998-01-01 | 16.8167737486991 |
| 1998-02-01 | 16.8094791597351 |
| 1998-03-01 | 16.7482397313637 |
| 1998-04-01 | 16.9185072195465 |
| 1998-05-01 | 16.9729348039739 |
| 1998-06-01 | 17.3132629681594 |
| 1998-07-01 | 17.3518787923838 |
| 1998-08-01 | 17.5247042440767 |
| 1998-09-01 | 17.5846706280385 |
| 1998-10-01 | 16.8105993493440 |
| 1998-11-01 | 16.2767955223634 |
| 1998-12-01 | 16.5159733425831 |
| 1999-01-01 | 16.7684411480361 |
| 1999-02-01 | 16.8530744251776 |
| 1999-03-01 | 17.0281392580424 |
| 1999-04-01 | 16.7986985516194 |
| 1999-05-01 | 16.6672995189173 |
| 1999-06-01 | 16.6342262387057 |
| 1999-07-01 | 17.2325702756298 |
| 1999-08-01 | 17.3004615851273 |
| 1999-09-01 | 17.1945233330650 |
| 1999-10-01 | 17.8849642666353 |
| 1999-11-01 | 17.7066797741799 |
| 1999-12-01 | 18.0192774562888 |
| 2000-01-01 | 17.4402292553916 |
| 2000-02-01 | 17.3174599635628 |
| 2000-03-01 | 17.3345169656533 |
| 2000-04-01 | 17.5919329167589 |
| 2000-05-01 | 17.5329318502117 |
| 2000-06-01 | 17.7917199601496 |
| 2000-07-01 | 17.6672261661099 |
| 2000-08-01 | 17.7332318057102 |
| 2000-09-01 | 17.9403584095747 |
| 2000-10-01 | 18.0475545842951 |
| 2000-11-01 | 17.8959388797859 |
| 2000-12-01 | 18.2171299394334 |
| 2001-01-01 | 18.2896825656113 |
| 2001-02-01 | 18.3756648803247 |
| 2001-03-01 | 18.7347567116038 |
| 2001-04-01 | 18.0679058978383 |
| 2001-05-01 | 17.9759933366946 |
| 2001-06-01 | 17.7517191905251 |
| 2001-07-01 | 17.8365410611621 |
| 2001-08-01 | 17.8029436096156 |
| 2001-09-01 | 17.4857729126803 |
| 2001-10-01 | 17.2432307931582 |
| 2001-11-01 | 17.4441605745773 |
| 2001-12-01 | 16.6279107344637 |
| 2002-01-01 | 16.8128467012139 |
| 2002-02-01 | 16.8153576076133 |
| 2002-03-01 | 16.7364100101588 |
| 2002-04-01 | 16.5386330935545 |
| 2002-05-01 | 16.9086823369130 |
| 2002-06-01 | 16.4295065572877 |
| 2002-07-01 | 16.1376898100013 |
| 2002-08-01 | 16.0035981096000 |
| 2002-09-01 | 16.0432412948103 |
| 2002-10-01 | 15.7117907752877 |
| 2002-11-01 | 15.6195411006355 |
| 2002-12-01 | 15.7254992936985 |
| 2003-01-01 | 15.9530542418668 |
| 2003-02-01 | 15.6729048400908 |
| 2003-03-01 | 15.6503126262740 |
| 2003-04-01 | 15.6193187677321 |
| 2003-05-01 | 15.9675494085190 |
| 2003-06-01 | 15.8099058700811 |
| 2003-07-01 | 15.8357664385356 |
| 2003-08-01 | 15.8786304547148 |
| 2003-09-01 | 16.2063499187280 |
| 2003-10-01 | 16.0715989932665 |
| 2003-11-01 | 16.0706345260887 |
| 2003-12-01 | 16.1120181766013 |
| 2004-01-01 | 16.2042229429122 |
| 2004-02-01 | 16.2395281417328 |
| 2004-03-01 | 16.2546723326128 |
| 2004-04-01 | 16.4246813701501 |
| 2004-05-01 | 16.2456883708002 |
| 2004-06-01 | 16.3326082697418 |
| 2004-07-01 | 16.2212286124820 |
| 2004-08-01 | 16.1205306001263 |
| 2004-09-01 | 15.9704293174375 |
| 2004-10-01 | 16.1896891721169 |
| 2004-11-01 | 16.0843388207685 |
| 2004-12-01 | 15.9704449879082 |
| 2005-01-01 | 16.4273243660299 |
| 2005-02-01 | 16.1501352364043 |
| 2005-03-01 | 16.0802824097474 |
| 2005-04-01 | 16.5298912055504 |
| 2005-05-01 | 16.1217927127313 |
| 2005-06-01 | 16.3317156987357 |
| 2005-07-01 | 16.4853492279464 |
| 2005-08-01 | 16.5258218512019 |
| 2005-09-01 | 16.8364770422263 |
| 2005-10-01 | 17.4890158677437 |
| 2005-11-01 | 17.2172891639917 |
| 2005-12-01 | 17.6249689228808 |
| 2006-01-01 | 17.3969401435061 |
| 2006-02-01 | 17.2841324111061 |
| 2006-03-01 | 17.3259409811025 |
| 2006-04-01 | 17.2492722090844 |
| 2006-05-01 | 17.2776541347430 |
| 2006-06-01 | 17.3092303344548 |
| 2006-07-01 | 17.6242409285379 |
| 2006-08-01 | 17.8020720080781 |
| 2006-09-01 | 17.8740140553501 |
| 2006-10-01 | 17.9688419673194 |
| 2006-11-01 | 18.4580420396895 |
| 2006-12-01 | 18.7060720515818 |
| 2007-01-01 | 18.8248354106217 |
| 2007-02-01 | 18.9721951186082 |
| 2007-03-01 | 19.0864627121411 |
| 2007-04-01 | 18.9698450375486 |
| 2007-05-01 | 19.1036241117250 |
| 2007-06-01 | 19.0435828881847 |
| 2007-07-01 | 19.3186731743038 |
| 2007-08-01 | 19.6598234382948 |
| 2007-09-01 | 19.8870266384302 |
| 2007-10-01 | 19.9467241657511 |
| 2007-11-01 | 20.2449100468724 |
| 2007-12-01 | 20.3036413966628 |
| 2008-01-01 | 20.3661436032541 |
| 2008-02-01 | 20.6988980469855 |
| 2008-03-01 | 20.7783508333268 |
| 2008-04-01 | 20.8930905291438 |
| 2008-05-01 | 20.9049019333386 |
| 2008-06-01 | 20.7436704393497 |
| 2008-07-01 | 20.0898398126057 |
| 2008-08-01 | 20.4270178787630 |
| 2008-09-01 | 20.0579680616110 |
| 2008-10-01 | 19.9049033993034 |
| 2008-11-01 | 19.6455990100588 |
| 2008-12-01 | 19.7237957740477 |
| 2009-01-01 | 19.9259062756971 |
| 2009-02-01 | 19.5582893695994 |
| 2009-03-01 | 19.3971680669988 |
| 2009-04-01 | 19.4118191098499 |
| 2009-05-01 | 19.3840705733081 |
| 2009-06-01 | 19.4377642101426 |
| 2009-07-01 | 19.2366614356109 |
| 2009-08-01 | 19.1931632918266 |
| 2009-09-01 | 19.2242552432648 |
| 2009-10-01 | 19.3448558815068 |
| 2009-11-01 | 19.8586038594329 |
| 2009-12-01 | 19.0655107339999 |
| 2010-01-01 | 19.0669147839061 |
| 2010-02-01 | 19.0134123569086 |
| 2010-03-01 | 19.2332792749608 |
| 2010-04-01 | 19.1322705775871 |
| 2010-05-01 | 19.0698760240994 |
| 2010-06-01 | 18.7257337982286 |
| 2010-07-01 | 19.2050043858030 |
| 2010-08-01 | 19.0738158169441 |
| 2010-09-01 | 19.4696846940626 |
| 2010-10-01 | 18.8767026974842 |
| 2010-11-01 | 18.7579845117222 |
| 2010-12-01 | 18.9168680069702 |
| 2011-01-01 | 18.8874477758000 |
| 2011-02-01 | 18.8687348636591 |
| 2011-03-01 | 18.8605819735175 |
| 2011-04-01 | 19.0576337028017 |
| 2011-05-01 | 18.9568511164766 |
| 2011-06-01 | 19.1462126650509 |
| 2011-07-01 | 19.1866569570650 |
| 2011-08-01 | 19.0346017754047 |
| 2011-09-01 | 19.1151781886923 |
| 2011-10-01 | 19.1174162695563 |
| 2011-11-01 | 19.2620977510893 |
| 2011-12-01 | 19.3641872729733 |
| 2012-01-01 | 19.2006076604652 |
| 2012-02-01 | 19.2019136266237 |
| 2012-03-01 | 19.1790775863451 |
| 2012-04-01 | 19.1714531583834 |
| 2012-05-01 | 19.5594862971510 |
| 2012-06-01 | 19.3687804387565 |
| 2012-07-01 | 19.6799959097811 |
| 2012-08-01 | 20.3140461204339 |
| 2012-09-01 | 19.3698237827723 |
| 2012-10-01 | 20.0549789320464 |
| 2012-11-01 | 20.4509635462877 |
| 2012-12-01 | 19.8068753636637 |
| 2013-01-01 | 20.0194399844369 |
| 2013-02-01 | 20.0257069844804 |
| 2013-03-01 | 19.9978007457400 |
| 2013-04-01 | 20.3933684441068 |
| 2013-05-01 | 19.8627530153878 |
| 2013-06-01 | 19.9852694665203 |
| 2013-07-01 | 19.6640818008230 |
| 2013-08-01 | 19.8940912452017 |
| 2013-09-01 | 20.0315224046656 |
| 2013-10-01 | 19.8878768353305 |
| 2013-11-01 | 19.8355821937197 |
| 2013-12-01 | 20.3428952135496 |
| 2014-01-01 | 20.6595709239525 |
| 2014-02-01 | 20.7567496659897 |
| 2014-03-01 | 21.4248541204486 |
| 2014-04-01 | 21.2217151022649 |
| 2014-05-01 | 21.3636556034668 |
| 2014-06-01 | 21.3582036714797 |
| 2014-07-01 | 21.5379794582880 |
| 2014-08-01 | 21.9986427338264 |
| 2014-09-01 | 21.9074122645906 |
| 2014-10-01 | 22.0234666414764 |
| 2014-11-01 | 21.9968344872572 |
| 2014-12-01 | 22.1567448936857 |
| 2015-01-01 | 23.9153297481396 |
| 2015-02-01 | 24.1182948844424 |
| 2015-03-01 | 24.4538711646002 |
| 2015-04-01 | 24.2745220894914 |
| 2015-05-01 | 23.4570433165764 |
| 2015-06-01 | 23.8181078629222 |
| 2015-07-01 | 23.9812629752736 |
| 2015-08-01 | 23.5929843899311 |
| 2015-09-01 | 23.5928204993335 |
| 2015-10-01 | 23.8709045958636 |
| 2015-11-01 | 23.7580820568467 |
| 2015-12-01 | 23.7486411033729 |
| 2016-01-01 | 24.0913030915405 |
| 2016-02-01 | 24.2877190520844 |
| 2016-03-01 | 24.0974224679265 |
| 2016-04-01 | 23.7210466207687 |
| 2016-05-01 | 24.1431500295524 |
| 2016-06-01 | 24.5674731839545 |
| 2016-07-01 | 24.5057705766845 |
| 2016-08-01 | 24.4912031431203 |
| 2016-09-01 | 24.7094002868263 |
| 2016-10-01 | 24.4347344963748 |
| 2016-11-01 | 24.4104266915865 |
| 2016-12-01 | 24.3397860483159 |
| 2017-01-01 | 24.0403455996703 |
| 2017-02-01 | 23.9472199617693 |
| 2017-03-01 | 23.9332870473443 |
| 2017-04-01 | 23.8888473711718 |
| 2017-05-01 | 24.1380277630645 |
| 2017-06-01 | 24.0268292212080 |
| 2017-07-01 | 23.9269334642047 |
| 2017-08-01 | 23.9735435443516 |
| 2017-09-01 | 24.0206298951378 |
| 2017-10-01 | 24.1144224565448 |
| 2017-11-01 | 24.3743280729884 |
| 2017-12-01 | 24.2313799003441 |
| 2018-01-01 | 24.0830806927639 |
| 2018-02-01 | 24.0977612392658 |
| 2018-03-01 | 24.3581782817350 |
| 2018-04-01 | 24.3489391990792 |
| 2018-05-01 | 24.6297790041311 |
| 2018-06-01 | 24.6888785075667 |
| 2018-07-01 | 24.8762407554760 |
| 2018-08-01 | 24.8463849314153 |
| 2018-09-01 | 24.9217521044615 |
| 2018-10-01 | 25.0072482559628 |
| 2018-11-01 | 25.0525793389524 |
| 2018-12-01 | 25.2345575613302 |
| 2019-01-01 | 25.3083962236213 |
| 2019-02-01 | 25.5449849157205 |
| 2019-03-01 | 25.4570694853046 |
| 2019-04-01 | 25.8981633447187 |
| 2019-05-01 | 25.8399481071479 |
| 2019-06-01 | 25.8768468537388 |
| 2019-07-01 | 25.9171662188234 |
| 2019-08-01 | 26.2084361125653 |
| 2019-09-01 | 25.9909447265709 |
| 2019-10-01 | 26.2125739684800 |
| 2019-11-01 | 26.3769510702298 |
| 2019-12-01 | 26.2384305927093 |
| 2020-01-01 | 26.6411298559082 |
| 2020-02-01 | 26.6778500343681 |
| 2020-03-01 | 26.5458795534091 |
| 2020-04-01 | 25.6119835809142 |
| 2020-05-01 | 25.9551308518401 |
| 2020-06-01 | 25.8678720809690 |
| 2020-07-01 | 26.0710062419962 |
| 2020-08-01 | 25.6851158298345 |
| 2020-09-01 | 25.6638503000292 |
| 2020-10-01 | 25.8034506077127 |
| 2020-11-01 | 25.9037136095224 |
| 2020-12-01 | 26.1489738361002 |
| 2021-01-01 | 26.1565566466231 |
| 2021-02-01 | 26.3144892981841 |
| 2021-03-01 | 26.5376598181635 |
| 2021-04-01 | 26.7306332986811 |
| 2021-05-01 | 27.5061480484940 |
| 2021-06-01 | 27.4485928893291 |
| 2021-07-01 | 27.5033122808806 |
| 2021-08-01 | 27.8660801426827 |
| 2021-09-01 | 28.2172080936236 |
| 2021-10-01 | 28.2814231780239 |
| 2021-11-01 | 28.4316554189060 |
| 2021-12-01 | 28.4414942515866 |
| 2022-01-01 | 28.5925909667849 |
| 2022-02-01 | 28.8659267760095 |
| 2022-03-01 | 29.2669758289622 |
| 2022-04-01 | 29.6550283859592 |
| 2022-05-01 | 30.0420207502498 |
| 2022-06-01 | 30.3221589793726 |
| 2022-07-01 | 31.0395279988057 |
| 2022-08-01 | 31.7383562569928 |
| 2022-09-01 | 31.7641265585179 |
| 2022-10-01 | 31.7354068376616 |
| 2022-11-01 | 31.9237003103850 |
| 2022-12-01 | 31.8370799322844 |
| 2023-01-01 | 32.7456295233983 |
| 2023-02-01 | 33.0477226737526 |
| 2023-03-01 | 33.2350844986837 |
| 2023-04-01 | 33.0843423444350 |
| 2023-05-01 | 33.3687576210570 |
| 2023-06-01 | 32.7045338977199 |
| 2023-07-01 | 32.0520208871284 |
| 2023-08-01 | 31.9845739328817 |
| 2023-09-01 | 31.7071005176853 |
| 2023-10-01 | 31.9888213668520 |
| 2023-11-01 | 32.0160017281390 |
| 2023-12-01 | 32.1447548086831 |
| 2024-01-01 | 32.1017821576861 |
| 2024-02-01 | 31.9152428213604 |
| 2024-03-01 | 31.9228619337434 |
| 2024-04-01 | 31.9063946477836 |
| 2024-05-01 | 31.7796344268138 |
| 2024-06-01 | 32.0851347777016 |
| 2024-07-01 | 32.0941467065691 |
| 2024-08-01 | 32.0263604303415 |
| 2024-09-01 | 31.8762052496910 |
| 2024-10-01 | 31.9407283283102 |
| 2024-11-01 | 31.7841225025751 |
| 2024-12-01 | 31.6576406045357 |
| 2025-01-01 | 31.5359588237482 |
| 2025-02-01 | 31.5761081113891 |
| 2025-03-01 | 31.4084624863866 |
| 2025-04-01 | 31.4316303812978 |
| 2025-05-01 | 31.4944773429426 |
| 2025-06-01 | 31.3687082314348 |
| 2025-07-01 | 31.6454635975965 |
| 2025-08-01 | 31.8698253750321 |
| 2025-09-01 | 31.4582808052625 |
| 2025-10-01 | 31.2028068416025 |
| 2025-11-01 | 31.0573718711930 |
| 2025-12-01 | 30.7697064729602 |
| 2026-01-01 | 30.5621599241581 |
| 2026-02-01 | 30.4120928267375 |
| 2026-03-01 | 30.3723518963483 |
| 2026-04-01 | 30.8568209066244 |
| 2026-05-01 | 30.5972898696535 |