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 2024-11-01 |
| Last Updated | 2024-12-21 5:06 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 | 13.514362590395999 |
| 1990-02-01 | 13.482500077224600 |
| 1990-03-01 | 13.457724681665699 |
| 1990-04-01 | 13.790570723912900 |
| 1990-05-01 | 13.845729133378502 |
| 1990-06-01 | 13.909708596256198 |
| 1990-07-01 | 14.059713984708700 |
| 1990-08-01 | 14.181078294282901 |
| 1990-09-01 | 14.213770825785101 |
| 1990-10-01 | 14.323659680929000 |
| 1990-11-01 | 14.562464073220598 |
| 1990-12-01 | 14.552120461353400 |
| 1991-01-01 | 13.534839903603000 |
| 1991-02-01 | 13.887276994264697 |
| 1991-03-01 | 13.961944517139900 |
| 1991-04-01 | 13.376310685983200 |
| 1991-05-01 | 13.437743045520800 |
| 1991-06-01 | 13.586414017363000 |
| 1991-07-01 | 13.366688213973902 |
| 1991-08-01 | 13.478847859678600 |
| 1991-09-01 | 13.406819966465900 |
| 1991-10-01 | 13.121783347122000 |
| 1991-11-01 | 13.283673970651100 |
| 1991-12-01 | 13.258679520265400 |
| 1992-01-01 | 13.376315431989000 |
| 1992-02-01 | 13.290834774158599 |
| 1992-03-01 | 13.152936249352200 |
| 1992-04-01 | 13.077651920516300 |
| 1992-05-01 | 12.995312386741901 |
| 1992-06-01 | 12.831606311217302 |
| 1992-07-01 | 13.094808375744500 |
| 1992-08-01 | 12.886421381147600 |
| 1992-09-01 | 12.918946787846801 |
| 1992-10-01 | 13.099423949564100 |
| 1992-11-01 | 12.986971633961302 |
| 1992-12-01 | 13.057520810182600 |
| 1993-01-01 | 13.336591424214499 |
| 1993-02-01 | 13.725848800783599 |
| 1993-03-01 | 13.070529383770799 |
| 1993-04-01 | 14.272804718545801 |
| 1993-05-01 | 14.817234587908900 |
| 1993-06-01 | 13.874715764741302 |
| 1993-07-01 | 14.012902339903901 |
| 1993-08-01 | 13.894609982887700 |
| 1993-09-01 | 14.838034122759499 |
| 1993-10-01 | 13.901577309657302 |
| 1993-11-01 | 13.538789028769300 |
| 1993-12-01 | 13.418378748333799 |
| 1994-01-01 | 13.639432708726499 |
| 1994-02-01 | 13.500374456742302 |
| 1994-03-01 | 13.531431940432501 |
| 1994-04-01 | 13.452631350944000 |
| 1994-05-01 | 13.401366309753499 |
| 1994-06-01 | 13.890473626475899 |
| 1994-07-01 | 13.850640495749200 |
| 1994-08-01 | 14.026088666357000 |
| 1994-09-01 | 14.055782499504199 |
| 1994-10-01 | 13.900799189560600 |
| 1994-11-01 | 13.743501677993699 |
| 1994-12-01 | 13.439609177429599 |
| 1995-01-01 | 14.344972519702498 |
| 1995-02-01 | 14.915579593835700 |
| 1995-03-01 | 14.542853699739700 |
| 1995-04-01 | 13.840790289922900 |
| 1995-05-01 | 14.417627772354200 |
| 1995-06-01 | 14.298772863802800 |
| 1995-07-01 | 13.953783633808401 |
| 1995-08-01 | 14.116551285433301 |
| 1995-09-01 | 13.950894206567199 |
| 1995-10-01 | 14.744696047021000 |
| 1995-11-01 | 15.256739503701400 |
| 1995-12-01 | 14.844531612437100 |
| 1996-01-01 | 14.640981693899699 |
| 1996-02-01 | 14.617069142162400 |
| 1996-03-01 | 14.834143157388802 |
| 1996-04-01 | 14.948714523073098 |
| 1996-05-01 | 15.080050694129800 |
| 1996-06-01 | 14.726723283534500 |
| 1996-07-01 | 15.144547817693699 |
| 1996-08-01 | 15.096092649698601 |
| 1996-09-01 | 15.165202212180800 |
| 1996-10-01 | 14.756450743725901 |
| 1996-11-01 | 15.592858011722300 |
| 1996-12-01 | 15.434670556876700 |
| 1997-01-01 | 15.305556625520301 |
| 1997-02-01 | 14.902413590412399 |
| 1997-03-01 | 15.215547671433100 |
| 1997-04-01 | 16.245894541135600 |
| 1997-05-01 | 16.610336147745700 |
| 1997-06-01 | 16.900597720481300 |
| 1997-07-01 | 16.389226692287300 |
| 1997-08-01 | 16.347391822220900 |
| 1997-09-01 | 16.864751523885900 |
| 1997-10-01 | 16.994361867388502 |
| 1997-11-01 | 17.009924331202400 |
| 1997-12-01 | 16.961214131372100 |
| 1998-01-01 | 16.816773757986100 |
| 1998-02-01 | 16.809479164525800 |
| 1998-03-01 | 16.748239719157000 |
| 1998-04-01 | 16.918507214179900 |
| 1998-05-01 | 16.972934792735400 |
| 1998-06-01 | 17.313262946280400 |
| 1998-07-01 | 17.351878768854600 |
| 1998-08-01 | 17.524704222566900 |
| 1998-09-01 | 17.584670609436700 |
| 1998-10-01 | 16.810599328552500 |
| 1998-11-01 | 16.276795638361800 |
| 1998-12-01 | 16.515973442526900 |
| 1999-01-01 | 16.768441117587198 |
| 1999-02-01 | 16.853074399965400 |
| 1999-03-01 | 17.028139218202902 |
| 1999-04-01 | 16.798698540018300 |
| 1999-05-01 | 16.667299493979097 |
| 1999-06-01 | 16.634226211994400 |
| 1999-07-01 | 17.232570247060302 |
| 1999-08-01 | 17.300461559206500 |
| 1999-09-01 | 17.194523308152700 |
| 1999-10-01 | 17.884964243696600 |
| 1999-11-01 | 17.706680018238600 |
| 1999-12-01 | 18.019277673857900 |
| 2000-01-01 | 17.440229068308500 |
| 2000-02-01 | 17.317459904092100 |
| 2000-03-01 | 17.334516859891800 |
| 2000-04-01 | 17.591932835412600 |
| 2000-05-01 | 17.532931942703303 |
| 2000-06-01 | 17.791719880956000 |
| 2000-07-01 | 17.667226115655400 |
| 2000-08-01 | 17.733231790075102 |
| 2000-09-01 | 17.940358414713000 |
| 2000-10-01 | 18.047554602058998 |
| 2000-11-01 | 17.895939287878700 |
| 2000-12-01 | 18.217130305214200 |
| 2001-01-01 | 18.289682227469600 |
| 2001-02-01 | 18.375664758306100 |
| 2001-03-01 | 18.734756491065700 |
| 2001-04-01 | 18.067905662306000 |
| 2001-05-01 | 17.975993462496900 |
| 2001-06-01 | 17.751718998219303 |
| 2001-07-01 | 17.836540976963000 |
| 2001-08-01 | 17.802943643360300 |
| 2001-09-01 | 17.485773022086500 |
| 2001-10-01 | 17.243230988572600 |
| 2001-11-01 | 17.444161232659800 |
| 2001-12-01 | 16.627911401366900 |
| 2002-01-01 | 16.812845964954800 |
| 2002-02-01 | 16.815357776759800 |
| 2002-03-01 | 16.736409985212700 |
| 2002-04-01 | 16.538631921474000 |
| 2002-05-01 | 16.908682200052800 |
| 2002-06-01 | 16.429506167515400 |
| 2002-07-01 | 16.137689476662200 |
| 2002-08-01 | 16.003598780789800 |
| 2002-09-01 | 16.043241255776400 |
| 2002-10-01 | 15.711791636547598 |
| 2002-11-01 | 15.619541818420000 |
| 2002-12-01 | 15.725500532628601 |
| 2003-01-01 | 15.953053265296099 |
| 2003-02-01 | 15.672905380375900 |
| 2003-03-01 | 15.650312900537100 |
| 2003-04-01 | 15.619316692311802 |
| 2003-05-01 | 15.967548745500698 |
| 2003-06-01 | 15.809904240848901 |
| 2003-07-01 | 15.835765720478600 |
| 2003-08-01 | 15.878631660658801 |
| 2003-09-01 | 16.206349691344700 |
| 2003-10-01 | 16.071601720644800 |
| 2003-11-01 | 16.070635203079400 |
| 2003-12-01 | 16.112019979198198 |
| 2004-01-01 | 16.204221953505098 |
| 2004-02-01 | 16.239529309091200 |
| 2004-03-01 | 16.254673297983302 |
| 2004-04-01 | 16.424679011604900 |
| 2004-05-01 | 16.245687931199800 |
| 2004-06-01 | 16.332600431850500 |
| 2004-07-01 | 16.221228138049000 |
| 2004-08-01 | 16.120532902041700 |
| 2004-09-01 | 15.970429463539400 |
| 2004-10-01 | 16.189694327937300 |
| 2004-11-01 | 16.084340008592100 |
| 2004-12-01 | 15.970447674322902 |
| 2005-01-01 | 16.427324070674200 |
| 2005-02-01 | 16.150136784712600 |
| 2005-03-01 | 16.080283630054900 |
| 2005-04-01 | 16.529889071608100 |
| 2005-05-01 | 16.121792016333803 |
| 2005-06-01 | 16.331700894178500 |
| 2005-07-01 | 16.485348278334400 |
| 2005-08-01 | 16.525823910564498 |
| 2005-09-01 | 16.836477041246900 |
| 2005-10-01 | 17.489022185841000 |
| 2005-11-01 | 17.217298651507402 |
| 2005-12-01 | 17.624971598791000 |
| 2006-01-01 | 17.396938687771200 |
| 2006-02-01 | 17.284133997320300 |
| 2006-03-01 | 17.325942155724100 |
| 2006-04-01 | 17.249270019250100 |
| 2006-05-01 | 17.277652825163100 |
| 2006-06-01 | 17.309209011047600 |
| 2006-07-01 | 17.624238921486000 |
| 2006-08-01 | 17.802072867779300 |
| 2006-09-01 | 17.874012444428700 |
| 2006-10-01 | 17.968846270792397 |
| 2006-11-01 | 18.458070939251698 |
| 2006-12-01 | 18.706072614561100 |
| 2007-01-01 | 18.824831561139700 |
| 2007-02-01 | 18.972195501322800 |
| 2007-03-01 | 19.086462982630803 |
| 2007-04-01 | 18.969842944859700 |
| 2007-05-01 | 19.103621900402000 |
| 2007-06-01 | 19.043554866850800 |
| 2007-07-01 | 19.318669430242696 |
| 2007-08-01 | 19.659821688214603 |
| 2007-09-01 | 19.887026446694698 |
| 2007-10-01 | 19.946725983320700 |
| 2007-11-01 | 20.244959001963200 |
| 2007-12-01 | 20.303640309569800 |
| 2008-01-01 | 20.366137944710400 |
| 2008-02-01 | 20.698897561983300 |
| 2008-03-01 | 20.778350027140000 |
| 2008-04-01 | 20.893087787012500 |
| 2008-05-01 | 20.904897395815900 |
| 2008-06-01 | 20.743634475852100 |
| 2008-07-01 | 20.089832507506603 |
| 2008-08-01 | 20.427013146709200 |
| 2008-09-01 | 20.057971347122603 |
| 2008-10-01 | 19.904905852086802 |
| 2008-11-01 | 19.645665224729700 |
| 2008-12-01 | 19.723798228728800 |
| 2009-01-01 | 19.925903557548896 |
| 2009-02-01 | 19.558288566187898 |
| 2009-03-01 | 19.397163450056700 |
| 2009-04-01 | 19.411810262798700 |
| 2009-05-01 | 19.384055143764900 |
| 2009-06-01 | 19.437715964072602 |
| 2009-07-01 | 19.236643473776300 |
| 2009-08-01 | 19.193153272872898 |
| 2009-09-01 | 19.224269011986898 |
| 2009-10-01 | 19.344866218153300 |
| 2009-11-01 | 19.858730181645104 |
| 2009-12-01 | 19.065518626498800 |
| 2010-01-01 | 19.066909448532200 |
| 2010-02-01 | 19.013399424358400 |
| 2010-03-01 | 19.233254685263300 |
| 2010-04-01 | 19.132242477354698 |
| 2010-05-01 | 19.069833577837600 |
| 2010-06-01 | 18.725666025221500 |
| 2010-07-01 | 19.204970982996000 |
| 2010-08-01 | 19.073802807541700 |
| 2010-09-01 | 19.469709731004397 |
| 2010-10-01 | 18.876723375302998 |
| 2010-11-01 | 18.758294310292900 |
| 2010-12-01 | 18.916867102299700 |
| 2011-01-01 | 18.887417295011800 |
| 2011-02-01 | 18.868679790501100 |
| 2011-03-01 | 18.860524811803500 |
| 2011-04-01 | 19.057555858738500 |
| 2011-05-01 | 18.956757703773200 |
| 2011-06-01 | 19.146103809947103 |
| 2011-07-01 | 19.186593480607500 |
| 2011-08-01 | 19.034586302683100 |
| 2011-09-01 | 19.115232041252000 |
| 2011-10-01 | 19.117499449169200 |
| 2011-11-01 | 19.262686379126400 |
| 2011-12-01 | 19.364361046745802 |
| 2012-01-01 | 19.200355684092500 |
| 2012-02-01 | 19.201694533248602 |
| 2012-03-01 | 19.179020779607300 |
| 2012-04-01 | 19.171283666226500 |
| 2012-05-01 | 19.559332439198002 |
| 2012-06-01 | 19.368644064623400 |
| 2012-07-01 | 19.679923821165602 |
| 2012-08-01 | 20.314048958999802 |
| 2012-09-01 | 19.369923949098500 |
| 2012-10-01 | 20.055150268202800 |
| 2012-11-01 | 20.451801026588200 |
| 2012-12-01 | 19.807232783895300 |
| 2013-01-01 | 20.018962984258300 |
| 2013-02-01 | 20.025339262970200 |
| 2013-03-01 | 19.997728164289300 |
| 2013-04-01 | 20.393091283352100 |
| 2013-05-01 | 19.862536896295800 |
| 2013-06-01 | 19.985113835664400 |
| 2013-07-01 | 19.664012505879000 |
| 2013-08-01 | 19.894124950094700 |
| 2013-09-01 | 20.031680801940000 |
| 2013-10-01 | 19.888141413259000 |
| 2013-11-01 | 19.836537796246898 |
| 2013-12-01 | 20.343433094936900 |
| 2014-01-01 | 20.658873955963700 |
| 2014-02-01 | 20.756261335595300 |
| 2014-03-01 | 21.424805951450500 |
| 2014-04-01 | 21.221421721256500 |
| 2014-05-01 | 21.363474285559100 |
| 2014-06-01 | 21.358103064740000 |
| 2014-07-01 | 21.537929107158800 |
| 2014-08-01 | 21.998616181248398 |
| 2014-09-01 | 21.907425090950900 |
| 2014-10-01 | 22.023543947014900 |
| 2014-11-01 | 21.997951363925300 |
| 2014-12-01 | 22.157190132845898 |
| 2015-01-01 | 23.914651225647802 |
| 2015-02-01 | 24.117962806416003 |
| 2015-03-01 | 24.454028680209603 |
| 2015-04-01 | 24.274449968202200 |
| 2015-05-01 | 23.457034110644603 |
| 2015-06-01 | 23.818044313506800 |
| 2015-07-01 | 23.981056128535300 |
| 2015-08-01 | 23.592594039329400 |
| 2015-09-01 | 23.592342181590900 |
| 2015-10-01 | 23.870501136930800 |
| 2015-11-01 | 23.759178506442900 |
| 2015-12-01 | 23.749273663232300 |
| 2016-01-01 | 24.091070839498602 |
| 2016-02-01 | 24.287840284392800 |
| 2016-03-01 | 24.097793417261600 |
| 2016-04-01 | 23.722313634664197 |
| 2016-05-01 | 24.142799621478300 |
| 2016-06-01 | 24.566939899522200 |
| 2016-07-01 | 24.505065962255000 |
| 2016-08-01 | 24.490220840564103 |
| 2016-09-01 | 24.708150774090900 |
| 2016-10-01 | 24.433525032753200 |
| 2016-11-01 | 24.410983418799400 |
| 2016-12-01 | 24.340100958060603 |
| 2017-01-01 | 24.041326784034500 |
| 2017-02-01 | 23.951741970411500 |
| 2017-03-01 | 23.935036002477897 |
| 2017-04-01 | 23.889663513529300 |
| 2017-05-01 | 24.134659153283700 |
| 2017-06-01 | 24.023528256712304 |
| 2017-07-01 | 23.927911038840698 |
| 2017-08-01 | 23.970905358453700 |
| 2017-09-01 | 24.018198534137603 |
| 2017-10-01 | 24.112341871446800 |
| 2017-11-01 | 24.374805267296700 |
| 2017-12-01 | 24.233056093641400 |
| 2018-01-01 | 24.087418565074803 |
| 2018-02-01 | 24.109456581191600 |
| 2018-03-01 | 24.364614150307304 |
| 2018-04-01 | 24.352813936107303 |
| 2018-05-01 | 24.602979539164100 |
| 2018-06-01 | 24.685125013074900 |
| 2018-07-01 | 24.880115573039800 |
| 2018-08-01 | 24.842498245971303 |
| 2018-09-01 | 24.918493537409300 |
| 2018-10-01 | 25.005490317006103 |
| 2018-11-01 | 25.055247409669600 |
| 2018-12-01 | 25.240603969199600 |
| 2019-01-01 | 25.319667765013104 |
| 2019-02-01 | 25.566624054984498 |
| 2019-03-01 | 25.469167497559100 |
| 2019-04-01 | 25.902543715118103 |
| 2019-05-01 | 25.780155698405500 |
| 2019-06-01 | 25.868336835735400 |
| 2019-07-01 | 25.920919143789398 |
| 2019-08-01 | 26.207716769281000 |
| 2019-09-01 | 25.985712584889900 |
| 2019-10-01 | 26.211857010038700 |
| 2019-11-01 | 26.386070958905100 |
| 2019-12-01 | 26.256118209255700 |
| 2020-01-01 | 26.663065627800304 |
| 2020-02-01 | 26.709872005560797 |
| 2020-03-01 | 26.566950919053603 |
| 2020-04-01 | 25.623880484092500 |
| 2020-05-01 | 25.832667425874100 |
| 2020-06-01 | 25.850012527323800 |
| 2020-07-01 | 26.071442677364203 |
| 2020-08-01 | 25.696324787901800 |
| 2020-09-01 | 25.659785765267900 |
| 2020-10-01 | 25.803866106239300 |
| 2020-11-01 | 25.925593679178400 |
| 2020-12-01 | 26.183961421074900 |
| 2021-01-01 | 26.206987668385500 |
| 2021-02-01 | 26.350613740147700 |
| 2021-03-01 | 26.555952047601500 |
| 2021-04-01 | 26.747298028215603 |
| 2021-05-01 | 27.297025949518400 |
| 2021-06-01 | 27.409239390693003 |
| 2021-07-01 | 27.512295107824700 |
| 2021-08-01 | 27.906159631032600 |
| 2021-09-01 | 28.222817481318900 |
| 2021-10-01 | 28.289552828815697 |
| 2021-11-01 | 28.476661559139500 |
| 2021-12-01 | 28.505183203593003 |
| 2022-01-01 | 28.662344317614604 |
| 2022-02-01 | 28.888652010228700 |
| 2022-03-01 | 29.263194435864396 |
| 2022-04-01 | 29.667915203130804 |
| 2022-05-01 | 29.731921770120600 |
| 2022-06-01 | 30.252881942231003 |
| 2022-07-01 | 31.088760993637400 |
| 2022-08-01 | 31.816402272735000 |
| 2022-09-01 | 31.803393503052803 |
| 2022-10-01 | 31.767665288889700 |
| 2022-11-01 | 31.998196722396003 |
| 2022-12-01 | 31.924039255422700 |
| 2023-01-01 | 32.821033090364900 |
| 2023-02-01 | 33.027466791646800 |
| 2023-03-01 | 33.171239678237804 |
| 2023-04-01 | 33.080289829524200 |
| 2023-05-01 | 33.091092052750300 |
| 2023-06-01 | 32.805262294759300 |
| 2023-07-01 | 31.752542487523304 |
| 2023-08-01 | 32.022539749581200 |
| 2023-09-01 | 31.792114661543604 |
| 2023-10-01 | 31.856247607600103 |
| 2023-11-01 | 32.124871762804105 |
| 2023-12-01 | 31.645034542508697 |
| 2024-01-01 | 31.257688960677200 |
| 2024-02-01 | 31.240113315199300 |
| 2024-03-01 | 30.784981255022302 |
| 2024-04-01 | 31.276322518731103 |
| 2024-05-01 | 31.557583837727500 |
| 2024-06-01 | 31.767783311629300 |
| 2024-07-01 | 31.849296631127500 |
| 2024-08-01 | 31.921584669428500 |
| 2024-09-01 | 32.010543466283195 |
| 2024-10-01 | 32.248866602692900 |
| 2024-11-01 | 32.226522662347900 |
