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 2025-12-01 |
| Last Updated | 2026-01-28 2:03 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 | 13.5143625903960 |
| 1990-02-01 | 13.4825000772246 |
| 1990-03-01 | 13.4577246816655 |
| 1990-04-01 | 13.7905707239128 |
| 1990-05-01 | 13.8457291333784 |
| 1990-06-01 | 13.9097085962562 |
| 1990-07-01 | 14.0597139847088 |
| 1990-08-01 | 14.1810782942830 |
| 1990-09-01 | 14.2137708257854 |
| 1990-10-01 | 14.3236596809291 |
| 1990-11-01 | 14.5624640732205 |
| 1990-12-01 | 14.5521204613533 |
| 1991-01-01 | 13.5348399036029 |
| 1991-02-01 | 13.8872769942646 |
| 1991-03-01 | 13.9619445171398 |
| 1991-04-01 | 13.3763106859834 |
| 1991-05-01 | 13.4377430455212 |
| 1991-06-01 | 13.5864140173633 |
| 1991-07-01 | 13.3666882139740 |
| 1991-08-01 | 13.4788478596783 |
| 1991-09-01 | 13.4068199664652 |
| 1991-10-01 | 13.1217833471209 |
| 1991-11-01 | 13.2836739706503 |
| 1991-12-01 | 13.2586795202656 |
| 1992-01-01 | 13.3763154319902 |
| 1992-02-01 | 13.2908347741594 |
| 1992-03-01 | 13.1529362493539 |
| 1992-04-01 | 13.0776519205179 |
| 1992-05-01 | 12.9953123867425 |
| 1992-06-01 | 12.8316063112169 |
| 1992-07-01 | 13.0948083757430 |
| 1992-08-01 | 12.8864213811446 |
| 1992-09-01 | 12.9189467878433 |
| 1992-10-01 | 13.0994239495604 |
| 1992-11-01 | 12.9869716339584 |
| 1992-12-01 | 13.0575208101860 |
| 1993-01-01 | 13.3365914242223 |
| 1993-02-01 | 13.7258488007913 |
| 1993-03-01 | 13.0705293837788 |
| 1993-04-01 | 14.2728047185491 |
| 1993-05-01 | 14.8172345879043 |
| 1993-06-01 | 13.8747157647305 |
| 1993-07-01 | 14.0129023398915 |
| 1993-08-01 | 13.8946099828772 |
| 1993-09-01 | 14.8380341227537 |
| 1993-10-01 | 13.9015773096566 |
| 1993-11-01 | 13.5387890287707 |
| 1993-12-01 | 13.4183787483434 |
| 1994-01-01 | 13.6394327087379 |
| 1994-02-01 | 13.5003744567957 |
| 1994-03-01 | 13.5314319404599 |
| 1994-04-01 | 13.4526313509362 |
| 1994-05-01 | 13.4013663097311 |
| 1994-06-01 | 13.8904736263957 |
| 1994-07-01 | 13.8506404957163 |
| 1994-08-01 | 14.0260886663372 |
| 1994-09-01 | 14.0557824995063 |
| 1994-10-01 | 13.9007991895835 |
| 1994-11-01 | 13.7435016780250 |
| 1994-12-01 | 13.4396091774676 |
| 1995-01-01 | 14.3449725197303 |
| 1995-02-01 | 14.9155795939393 |
| 1995-03-01 | 14.5428536997825 |
| 1995-04-01 | 13.8407902898977 |
| 1995-05-01 | 14.4176277722950 |
| 1995-06-01 | 14.2987728636173 |
| 1995-07-01 | 13.9537836337096 |
| 1995-08-01 | 14.1165512853351 |
| 1995-09-01 | 13.9508942065340 |
| 1995-10-01 | 14.7446960469595 |
| 1995-11-01 | 15.2567395042634 |
| 1995-12-01 | 14.8445316124429 |
| 1996-01-01 | 14.6409816939452 |
| 1996-02-01 | 14.6170691423692 |
| 1996-03-01 | 14.8341431575083 |
| 1996-04-01 | 14.9487145230354 |
| 1996-05-01 | 15.0800506939187 |
| 1996-06-01 | 14.7267232829715 |
| 1996-07-01 | 15.1445478171749 |
| 1996-08-01 | 15.0960926492545 |
| 1996-09-01 | 15.1652022120758 |
| 1996-10-01 | 14.7564507438184 |
| 1996-11-01 | 15.5928580132588 |
| 1996-12-01 | 15.4346705575268 |
| 1997-01-01 | 15.3055566259532 |
| 1997-02-01 | 14.9024135907932 |
| 1997-03-01 | 15.2155476714329 |
| 1997-04-01 | 16.2458945406913 |
| 1997-05-01 | 16.6103361468315 |
| 1997-06-01 | 16.9005977189728 |
| 1997-07-01 | 16.3892266908767 |
| 1997-08-01 | 16.3473918212922 |
| 1997-09-01 | 16.8647515240239 |
| 1997-10-01 | 16.9943618683127 |
| 1997-11-01 | 17.0099243344426 |
| 1997-12-01 | 16.9612141331960 |
| 1998-01-01 | 16.8167737590268 |
| 1998-02-01 | 16.8094791650642 |
| 1998-03-01 | 16.7482397177931 |
| 1998-04-01 | 16.9185072135821 |
| 1998-05-01 | 16.9729347914796 |
| 1998-06-01 | 17.3132629438317 |
| 1998-07-01 | 17.3518787662177 |
| 1998-08-01 | 17.5247042201530 |
| 1998-09-01 | 17.5846706073475 |
| 1998-10-01 | 16.8105993262200 |
| 1998-11-01 | 16.2767956513447 |
| 1998-12-01 | 16.5159734537208 |
| 1999-01-01 | 16.7684411141810 |
| 1999-02-01 | 16.8530743971471 |
| 1999-03-01 | 17.0281392137469 |
| 1999-04-01 | 16.7986985387236 |
| 1999-05-01 | 16.6672994911922 |
| 1999-06-01 | 16.6342262090084 |
| 1999-07-01 | 17.2325702438637 |
| 1999-08-01 | 17.3004615563043 |
| 1999-09-01 | 17.1945233053648 |
| 1999-10-01 | 17.8849642411285 |
| 1999-11-01 | 17.7066800455463 |
| 1999-12-01 | 18.0192776981857 |
| 2000-01-01 | 17.4402290474472 |
| 2000-02-01 | 17.3174598973625 |
| 2000-03-01 | 17.3345168479743 |
| 2000-04-01 | 17.5919328262448 |
| 2000-05-01 | 17.5329319531625 |
| 2000-06-01 | 17.7917198721098 |
| 2000-07-01 | 17.6672261100627 |
| 2000-08-01 | 17.7332317883965 |
| 2000-09-01 | 17.9403584153531 |
| 2000-10-01 | 18.0475546040763 |
| 2000-11-01 | 17.8959393335148 |
| 2000-12-01 | 18.2171303460438 |
| 2001-01-01 | 18.2896821897123 |
| 2001-02-01 | 18.3756647444378 |
| 2001-03-01 | 18.7347564661825 |
| 2001-04-01 | 18.0679056358272 |
| 2001-05-01 | 17.9759934768541 |
| 2001-06-01 | 17.7517189767864 |
| 2001-07-01 | 17.8365409676212 |
| 2001-08-01 | 17.8029436471260 |
| 2001-09-01 | 17.4857730342173 |
| 2001-10-01 | 17.2432310103254 |
| 2001-11-01 | 17.4441613062593 |
| 2001-12-01 | 16.6279114762935 |
| 2002-01-01 | 16.8128458830994 |
| 2002-02-01 | 16.8153577962322 |
| 2002-03-01 | 16.7364099824144 |
| 2002-04-01 | 16.5386317894201 |
| 2002-05-01 | 16.9086821857094 |
| 2002-06-01 | 16.4295061220950 |
| 2002-07-01 | 16.1376894373078 |
| 2002-08-01 | 16.0035988579511 |
| 2002-09-01 | 16.0432412497679 |
| 2002-10-01 | 15.7117917326533 |
| 2002-11-01 | 15.6195418987371 |
| 2002-12-01 | 15.7255006733298 |
| 2003-01-01 | 15.9530531585685 |
| 2003-02-01 | 15.6729054440341 |
| 2003-03-01 | 15.6503129327215 |
| 2003-04-01 | 15.6193164586484 |
| 2003-05-01 | 15.9675486720737 |
| 2003-06-01 | 15.8099040494827 |
| 2003-07-01 | 15.8357656346937 |
| 2003-08-01 | 15.8786317992311 |
| 2003-09-01 | 16.2063496631652 |
| 2003-10-01 | 16.0716020206391 |
| 2003-11-01 | 16.0706352801492 |
| 2003-12-01 | 16.1120201877411 |
| 2004-01-01 | 16.2042218525554 |
| 2004-02-01 | 16.2395294517327 |
| 2004-03-01 | 16.2546734168439 |
| 2004-04-01 | 16.4246787546064 |
| 2004-05-01 | 16.2456878899219 |
| 2004-06-01 | 16.3325994768700 |
| 2004-07-01 | 16.2212280791359 |
| 2004-08-01 | 16.1205331679080 |
| 2004-09-01 | 15.9704294812847 |
| 2004-10-01 | 16.1896949032543 |
| 2004-11-01 | 16.0843401558085 |
| 2004-12-01 | 15.9704479974333 |
| 2005-01-01 | 16.4273240628798 |
| 2005-02-01 | 16.1501369830114 |
| 2005-03-01 | 16.0802837853878 |
| 2005-04-01 | 16.5298888423220 |
| 2005-05-01 | 16.1217919411609 |
| 2005-06-01 | 16.3316990793450 |
| 2005-07-01 | 16.4853481303821 |
| 2005-08-01 | 16.5258241505645 |
| 2005-09-01 | 16.8364770592358 |
| 2005-10-01 | 17.4890229161048 |
| 2005-11-01 | 17.2172997496857 |
| 2005-12-01 | 17.6249719562395 |
| 2006-01-01 | 17.3969385890330 |
| 2006-02-01 | 17.2841342123994 |
| 2006-03-01 | 17.3259423074162 |
| 2006-04-01 | 17.2492697804361 |
| 2006-05-01 | 17.2776526605576 |
| 2006-06-01 | 17.3092063634498 |
| 2006-07-01 | 17.6242385895336 |
| 2006-08-01 | 17.8020729289902 |
| 2006-09-01 | 17.8740122327546 |
| 2006-10-01 | 17.9688467269441 |
| 2006-11-01 | 18.4580747097015 |
| 2006-12-01 | 18.7060727119594 |
| 2007-01-01 | 18.8248311979892 |
| 2007-02-01 | 18.9721955653765 |
| 2007-03-01 | 19.0864629847095 |
| 2007-04-01 | 18.9698426261022 |
| 2007-05-01 | 19.1036214995071 |
| 2007-06-01 | 19.0435512074381 |
| 2007-07-01 | 19.3186687650438 |
| 2007-08-01 | 19.6598214189017 |
| 2007-09-01 | 19.8870265067691 |
| 2007-10-01 | 19.9467263445206 |
| 2007-11-01 | 20.2449658063782 |
| 2007-12-01 | 20.3036404307946 |
| 2008-01-01 | 20.3661374539237 |
| 2008-02-01 | 20.6988973701559 |
| 2008-03-01 | 20.7783495332302 |
| 2008-04-01 | 20.8930869095825 |
| 2008-05-01 | 20.9048962672591 |
| 2008-06-01 | 20.7436295115073 |
| 2008-07-01 | 20.0898313824779 |
| 2008-08-01 | 20.4270127276787 |
| 2008-09-01 | 20.0579721631759 |
| 2008-10-01 | 19.9049067239912 |
| 2008-11-01 | 19.6456749926361 |
| 2008-12-01 | 19.7237991468451 |
| 2009-01-01 | 19.9259035836317 |
| 2009-02-01 | 19.5582881863560 |
| 2009-03-01 | 19.3971620003324 |
| 2009-04-01 | 19.4118080279689 |
| 2009-05-01 | 19.3840520755529 |
| 2009-06-01 | 19.4377087735472 |
| 2009-07-01 | 19.2366402098245 |
| 2009-08-01 | 19.1931531664140 |
| 2009-09-01 | 19.2242723617382 |
| 2009-10-01 | 19.3448658163494 |
| 2009-11-01 | 19.8587497727006 |
| 2009-12-01 | 19.0655197879239 |
| 2010-01-01 | 19.0669103453269 |
| 2010-02-01 | 19.0134001011204 |
| 2010-03-01 | 19.2332538533630 |
| 2010-04-01 | 19.1322271864560 |
| 2010-05-01 | 19.0698288222483 |
| 2010-06-01 | 18.7256569080326 |
| 2010-07-01 | 19.2049654118553 |
| 2010-08-01 | 19.0738042763331 |
| 2010-09-01 | 19.4697171072715 |
| 2010-10-01 | 18.8767230991568 |
| 2010-11-01 | 18.7583353001578 |
| 2010-12-01 | 18.9168660321210 |
| 2011-01-01 | 18.8874139269882 |
| 2011-02-01 | 18.8686740684322 |
| 2011-03-01 | 18.8605361255234 |
| 2011-04-01 | 19.0575195686979 |
| 2011-05-01 | 18.9567452716985 |
| 2011-06-01 | 19.1460889400516 |
| 2011-07-01 | 19.1865846562328 |
| 2011-08-01 | 19.0345926312593 |
| 2011-09-01 | 19.1152489436608 |
| 2011-10-01 | 19.1175075537613 |
| 2011-11-01 | 19.2627590554629 |
| 2011-12-01 | 19.3643728713682 |
| 2012-01-01 | 19.2003145772503 |
| 2012-02-01 | 19.2016538852549 |
| 2012-03-01 | 19.1791079467464 |
| 2012-04-01 | 19.1711903379080 |
| 2012-05-01 | 19.5592963296803 |
| 2012-06-01 | 19.3686263831172 |
| 2012-07-01 | 19.6799164569071 |
| 2012-08-01 | 20.3140640371728 |
| 2012-09-01 | 19.3699560687077 |
| 2012-10-01 | 20.0551782028622 |
| 2012-11-01 | 20.4519106224010 |
| 2012-12-01 | 19.8072800079458 |
| 2013-01-01 | 20.0189140962940 |
| 2013-02-01 | 20.0251387146931 |
| 2013-03-01 | 19.9979232500213 |
| 2013-04-01 | 20.3929430755161 |
| 2013-05-01 | 19.8624912763111 |
| 2013-06-01 | 19.9850981449572 |
| 2013-07-01 | 19.6640071832135 |
| 2013-08-01 | 19.8941459248624 |
| 2013-09-01 | 20.0317274115435 |
| 2013-10-01 | 19.8881997246911 |
| 2013-11-01 | 19.8366910940964 |
| 2013-12-01 | 20.3435342959036 |
| 2014-01-01 | 20.6588263400009 |
| 2014-02-01 | 20.7558961314829 |
| 2014-03-01 | 21.4250737678981 |
| 2014-04-01 | 21.2212015755601 |
| 2014-05-01 | 21.3634098952264 |
| 2014-06-01 | 21.3580924244528 |
| 2014-07-01 | 21.5379393469258 |
| 2014-08-01 | 21.9986572845460 |
| 2014-09-01 | 21.9074936352331 |
| 2014-10-01 | 22.0236436564230 |
| 2014-11-01 | 21.9981119303309 |
| 2014-12-01 | 22.1573567104946 |
| 2015-01-01 | 23.9146419435214 |
| 2015-02-01 | 24.1174332926278 |
| 2015-03-01 | 24.4542591266119 |
| 2015-04-01 | 24.2741701996934 |
| 2015-05-01 | 23.4569677139316 |
| 2015-06-01 | 23.8180843290085 |
| 2015-07-01 | 23.9811599010814 |
| 2015-08-01 | 23.5927187980207 |
| 2015-09-01 | 23.5924232704686 |
| 2015-10-01 | 23.8705806967036 |
| 2015-11-01 | 23.7592310758903 |
| 2015-12-01 | 23.7493919104373 |
| 2016-01-01 | 24.0910673084599 |
| 2016-02-01 | 24.2874280710022 |
| 2016-03-01 | 24.0982601359724 |
| 2016-04-01 | 23.7207678768740 |
| 2016-05-01 | 24.1432152873324 |
| 2016-06-01 | 24.5674847019042 |
| 2016-07-01 | 24.5056266554563 |
| 2016-08-01 | 24.4906408918891 |
| 2016-09-01 | 24.7082869545617 |
| 2016-10-01 | 24.4333611467390 |
| 2016-11-01 | 24.4104749848217 |
| 2016-12-01 | 24.3395381935655 |
| 2017-01-01 | 24.0404171147962 |
| 2017-02-01 | 23.9520006712789 |
| 2017-03-01 | 23.9370974715960 |
| 2017-04-01 | 23.8864340395107 |
| 2017-05-01 | 24.1349675572617 |
| 2017-06-01 | 24.0239440226666 |
| 2017-07-01 | 23.9326887755445 |
| 2017-08-01 | 23.9709472353535 |
| 2017-09-01 | 24.0178704097293 |
| 2017-10-01 | 24.1115782368744 |
| 2017-11-01 | 24.3732483488965 |
| 2017-12-01 | 24.2309018129617 |
| 2018-01-01 | 24.0845355624102 |
| 2018-02-01 | 24.1093405274783 |
| 2018-03-01 | 24.3669778818387 |
| 2018-04-01 | 24.3468085230508 |
| 2018-05-01 | 24.6096249082308 |
| 2018-06-01 | 24.6854558072923 |
| 2018-07-01 | 24.8898287526348 |
| 2018-08-01 | 24.8432049813783 |
| 2018-09-01 | 24.9184738904088 |
| 2018-10-01 | 25.0040128198417 |
| 2018-11-01 | 25.0513332728288 |
| 2018-12-01 | 25.2343796848617 |
| 2019-01-01 | 25.3116212330694 |
| 2019-02-01 | 25.5630757352632 |
| 2019-03-01 | 25.4697001433151 |
| 2019-04-01 | 25.8947446244502 |
| 2019-05-01 | 25.8007226680213 |
| 2019-06-01 | 25.8712329300971 |
| 2019-07-01 | 25.9375540886483 |
| 2019-08-01 | 26.2086962502607 |
| 2019-09-01 | 25.9877313679257 |
| 2019-10-01 | 26.2099030229186 |
| 2019-11-01 | 26.3762081730356 |
| 2019-12-01 | 26.2416574312754 |
| 2020-01-01 | 26.6480172409496 |
| 2020-02-01 | 26.6997753968775 |
| 2020-03-01 | 26.5616885541940 |
| 2020-04-01 | 25.6112265903852 |
| 2020-05-01 | 25.8757188949459 |
| 2020-06-01 | 25.8647098691250 |
| 2020-07-01 | 26.1003576380450 |
| 2020-08-01 | 25.6921960789572 |
| 2020-09-01 | 25.6685328000808 |
| 2020-10-01 | 25.8032122415131 |
| 2020-11-01 | 25.9042236930433 |
| 2020-12-01 | 26.1554000296680 |
| 2021-01-01 | 26.1662360445970 |
| 2021-02-01 | 26.3381744270298 |
| 2021-03-01 | 26.5540745481158 |
| 2021-04-01 | 26.7305506789093 |
| 2021-05-01 | 27.3768018476739 |
| 2021-06-01 | 27.4436585018428 |
| 2021-07-01 | 27.5481260012271 |
| 2021-08-01 | 27.8908262849777 |
| 2021-09-01 | 28.2382807277828 |
| 2021-10-01 | 28.2820986042405 |
| 2021-11-01 | 28.4265859059149 |
| 2021-12-01 | 28.4509075687932 |
| 2022-01-01 | 28.6033844563664 |
| 2022-02-01 | 28.9061748933093 |
| 2022-03-01 | 29.2725679050818 |
| 2022-04-01 | 29.6608273173450 |
| 2022-05-01 | 29.8377671258095 |
| 2022-06-01 | 30.3023926618139 |
| 2022-07-01 | 31.1089544988214 |
| 2022-08-01 | 31.7987763299855 |
| 2022-09-01 | 31.8105598655880 |
| 2022-10-01 | 31.7419081141733 |
| 2022-11-01 | 31.9235751475473 |
| 2022-12-01 | 31.8446997727000 |
| 2023-01-01 | 32.7521869421972 |
| 2023-02-01 | 33.0901545598860 |
| 2023-03-01 | 33.2111321522661 |
| 2023-04-01 | 33.0904265602844 |
| 2023-05-01 | 33.1179434099894 |
| 2023-06-01 | 32.6629937651565 |
| 2023-07-01 | 32.1409636799534 |
| 2023-08-01 | 32.0978388006204 |
| 2023-09-01 | 31.7826595939756 |
| 2023-10-01 | 32.0048571309719 |
| 2023-11-01 | 32.0198359944855 |
| 2023-12-01 | 32.1466357115443 |
| 2024-01-01 | 32.1007527213863 |
| 2024-02-01 | 31.9594186453309 |
| 2024-03-01 | 31.8579732066950 |
| 2024-04-01 | 31.9089615686676 |
| 2024-05-01 | 31.5823928291064 |
| 2024-06-01 | 32.1232470097090 |
| 2024-07-01 | 32.2068656296291 |
| 2024-08-01 | 32.1924605054770 |
| 2024-09-01 | 32.0824579075674 |
| 2024-10-01 | 32.2711205957237 |
| 2024-11-01 | 32.2005651769354 |
| 2024-12-01 | 31.9511815084501 |
| 2025-01-01 | 31.8247315067548 |
| 2025-02-01 | 31.5042373131964 |
| 2025-03-01 | 31.2009788826769 |
| 2025-04-01 | 31.7237877751056 |
| 2025-05-01 | 31.9792598863437 |
| 2025-06-01 | 31.8962780718896 |
| 2025-07-01 | 32.1767861218589 |
| 2025-08-01 | 31.6812354350238 |
| 2025-09-01 | 31.7904160393845 |
| 2025-10-01 | 31.5455421633316 |
| 2025-11-01 | 31.3777691067155 |
| 2025-12-01 | 30.9564223030093 |