Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Massachusetts
| Title | All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Massachusetts |
|---|---|
| Series ID | SMU25000006054120001SA |
| 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 2026-02-01 |
| Last Updated | 2026-04-23 11:57 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 | 22.3792260117937 |
| 1990-02-01 | 23.0345843224565 |
| 1990-03-01 | 23.1742882504592 |
| 1990-04-01 | 23.5558469662508 |
| 1990-05-01 | 23.8446960301104 |
| 1990-06-01 | 24.0589895411851 |
| 1990-07-01 | 23.3102014179373 |
| 1990-08-01 | 23.4131977384714 |
| 1990-09-01 | 23.3440380040574 |
| 1990-10-01 | 22.8941223012393 |
| 1990-11-01 | 22.8592410785946 |
| 1990-12-01 | 22.7417721244989 |
| 1991-01-01 | 21.2854366801670 |
| 1991-02-01 | 21.0200061504266 |
| 1991-03-01 | 21.0675214293104 |
| 1991-04-01 | 20.7361258666377 |
| 1991-05-01 | 20.6422196639592 |
| 1991-06-01 | 20.6673704080289 |
| 1991-07-01 | 20.6185147337658 |
| 1991-08-01 | 20.6109000501752 |
| 1991-09-01 | 20.7649073489150 |
| 1991-10-01 | 20.8218576357909 |
| 1991-11-01 | 20.7693843103847 |
| 1991-12-01 | 20.5364975703392 |
| 1992-01-01 | 20.5756352613434 |
| 1992-02-01 | 20.4840125692687 |
| 1992-03-01 | 20.4351041072760 |
| 1992-04-01 | 20.3186640117400 |
| 1992-05-01 | 20.2436953755520 |
| 1992-06-01 | 20.4909775651067 |
| 1992-07-01 | 20.4331218100363 |
| 1992-08-01 | 20.3124751507352 |
| 1992-09-01 | 20.3224005190475 |
| 1992-10-01 | 20.5321037795860 |
| 1992-11-01 | 20.3727232788259 |
| 1992-12-01 | 20.4054312962212 |
| 1993-01-01 | 20.0737738968419 |
| 1993-02-01 | 20.5453174993498 |
| 1993-03-01 | 20.4212190973356 |
| 1993-04-01 | 20.6100549137901 |
| 1993-05-01 | 20.6343029095140 |
| 1993-06-01 | 20.4019117757387 |
| 1993-07-01 | 20.5426694829601 |
| 1993-08-01 | 20.7126350706999 |
| 1993-09-01 | 21.5898053988075 |
| 1993-10-01 | 20.2471227820588 |
| 1993-11-01 | 20.3677813500930 |
| 1993-12-01 | 20.4613684199871 |
| 1994-01-01 | 20.3828391014224 |
| 1994-02-01 | 20.4274208516720 |
| 1994-03-01 | 20.5128716565465 |
| 1994-04-01 | 20.6090883925633 |
| 1994-05-01 | 20.3909606677523 |
| 1994-06-01 | 20.6144752167087 |
| 1994-07-01 | 20.5622802751691 |
| 1994-08-01 | 20.6119690124291 |
| 1994-09-01 | 20.8648137368501 |
| 1994-10-01 | 19.1531301122144 |
| 1994-11-01 | 19.4311465750666 |
| 1994-12-01 | 19.5802324387146 |
| 1995-01-01 | 20.2291721034146 |
| 1995-02-01 | 20.2536754573420 |
| 1995-03-01 | 20.4272903245097 |
| 1995-04-01 | 20.3050230226411 |
| 1995-05-01 | 20.9577416757703 |
| 1995-06-01 | 20.3010350941333 |
| 1995-07-01 | 19.0675374127564 |
| 1995-08-01 | 19.1139439245159 |
| 1995-09-01 | 19.1136066223388 |
| 1995-10-01 | 19.5674423038688 |
| 1995-11-01 | 19.4797665266385 |
| 1995-12-01 | 19.6765818588603 |
| 1996-01-01 | 17.9986425049875 |
| 1996-02-01 | 18.1166972829319 |
| 1996-03-01 | 17.8288273830561 |
| 1996-04-01 | 18.0193147602108 |
| 1996-05-01 | 18.9345541308933 |
| 1996-06-01 | 18.0763083541577 |
| 1996-07-01 | 18.6695868769545 |
| 1996-08-01 | 18.8323447284132 |
| 1996-09-01 | 19.1576239668589 |
| 1996-10-01 | 18.6546865554201 |
| 1996-11-01 | 18.7161717704057 |
| 1996-12-01 | 18.5281956482111 |
| 1997-01-01 | 18.8059196450943 |
| 1997-02-01 | 18.6785543160307 |
| 1997-03-01 | 18.9453376591257 |
| 1997-04-01 | 18.9403888808668 |
| 1997-05-01 | 19.2555499679863 |
| 1997-06-01 | 19.0412557825165 |
| 1997-07-01 | 18.7491431022699 |
| 1997-08-01 | 18.7469403915274 |
| 1997-09-01 | 18.7775199885511 |
| 1997-10-01 | 19.5478647116847 |
| 1997-11-01 | 19.3773488608858 |
| 1997-12-01 | 18.9700040582501 |
| 1998-01-01 | 19.0252387890443 |
| 1998-02-01 | 19.0298255564520 |
| 1998-03-01 | 19.1484796057591 |
| 1998-04-01 | 19.3433407534131 |
| 1998-05-01 | 19.0764147757587 |
| 1998-06-01 | 19.2097047099540 |
| 1998-07-01 | 19.4409443579112 |
| 1998-08-01 | 19.4805604032955 |
| 1998-09-01 | 19.4134181291093 |
| 1998-10-01 | 19.3506628594487 |
| 1998-11-01 | 19.3565676918341 |
| 1998-12-01 | 19.3958272746000 |
| 1999-01-01 | 18.9215197083798 |
| 1999-02-01 | 19.1466023077023 |
| 1999-03-01 | 19.3390383567461 |
| 1999-04-01 | 19.3131775105453 |
| 1999-05-01 | 19.6385203629521 |
| 1999-06-01 | 19.8984516665523 |
| 1999-07-01 | 19.9386521491879 |
| 1999-08-01 | 20.0157425977148 |
| 1999-09-01 | 20.2415260258773 |
| 1999-10-01 | 20.3770138262402 |
| 1999-11-01 | 20.4798202847463 |
| 1999-12-01 | 20.6405267652528 |
| 2000-01-01 | 20.4559662387141 |
| 2000-02-01 | 20.7346314292501 |
| 2000-03-01 | 20.5991289878925 |
| 2000-04-01 | 20.2773588863600 |
| 2000-05-01 | 20.2994791801829 |
| 2000-06-01 | 20.5072112507126 |
| 2000-07-01 | 20.6538419103324 |
| 2000-08-01 | 20.8710411060108 |
| 2000-09-01 | 20.6908009790678 |
| 2000-10-01 | 20.5952699509908 |
| 2000-11-01 | 20.5209139643805 |
| 2000-12-01 | 20.9036427878658 |
| 2001-01-01 | 20.4355139419879 |
| 2001-02-01 | 20.5798616310919 |
| 2001-03-01 | 20.5634583875252 |
| 2001-04-01 | 20.7441607984094 |
| 2001-05-01 | 21.0783172370746 |
| 2001-06-01 | 20.8488151124799 |
| 2001-07-01 | 20.7780567951279 |
| 2001-08-01 | 20.7001546724150 |
| 2001-09-01 | 20.6103027187866 |
| 2001-10-01 | 20.7207513362079 |
| 2001-11-01 | 20.7668021514223 |
| 2001-12-01 | 20.6270718964920 |
| 2002-01-01 | 20.4789643867972 |
| 2002-02-01 | 20.2318531620409 |
| 2002-03-01 | 20.1194906529170 |
| 2002-04-01 | 20.0072441572508 |
| 2002-05-01 | 19.7466252109823 |
| 2002-06-01 | 19.5954395506696 |
| 2002-07-01 | 19.3117478836604 |
| 2002-08-01 | 19.2226739638900 |
| 2002-09-01 | 19.1294257444663 |
| 2002-10-01 | 19.0314844532147 |
| 2002-11-01 | 18.8863109805584 |
| 2002-12-01 | 19.0913560381530 |
| 2003-01-01 | 19.1324648289599 |
| 2003-02-01 | 18.9856066803362 |
| 2003-03-01 | 19.0754828294402 |
| 2003-04-01 | 18.9680214970932 |
| 2003-05-01 | 18.9251020977261 |
| 2003-06-01 | 18.8500609688078 |
| 2003-07-01 | 18.9390213506783 |
| 2003-08-01 | 18.8094833664941 |
| 2003-09-01 | 18.8234894815122 |
| 2003-10-01 | 18.9476001799985 |
| 2003-11-01 | 18.9033727911587 |
| 2003-12-01 | 19.0821700156171 |
| 2004-01-01 | 19.1147295744633 |
| 2004-02-01 | 19.1464065333347 |
| 2004-03-01 | 19.0280255369096 |
| 2004-04-01 | 18.8297171966659 |
| 2004-05-01 | 19.0994165477761 |
| 2004-06-01 | 18.9002167219477 |
| 2004-07-01 | 19.2536129700900 |
| 2004-08-01 | 19.8764947899412 |
| 2004-09-01 | 19.6243607127101 |
| 2004-10-01 | 19.3545548613232 |
| 2004-11-01 | 19.8044782584644 |
| 2004-12-01 | 19.4951750130256 |
| 2005-01-01 | 19.7336658807037 |
| 2005-02-01 | 19.5948151468267 |
| 2005-03-01 | 19.2899441581546 |
| 2005-04-01 | 19.7958825287076 |
| 2005-05-01 | 19.8577764823372 |
| 2005-06-01 | 19.9425453114663 |
| 2005-07-01 | 20.3699778767902 |
| 2005-08-01 | 20.1345778308948 |
| 2005-09-01 | 20.2135908120456 |
| 2005-10-01 | 20.3702875742239 |
| 2005-11-01 | 20.2856483938499 |
| 2005-12-01 | 20.3414215149195 |
| 2006-01-01 | 20.1636493601503 |
| 2006-02-01 | 20.3481532098584 |
| 2006-03-01 | 20.4557190060870 |
| 2006-04-01 | 20.4457421697460 |
| 2006-05-01 | 20.6047274911644 |
| 2006-06-01 | 20.6745443344439 |
| 2006-07-01 | 20.6836561797690 |
| 2006-08-01 | 20.7013638497873 |
| 2006-09-01 | 20.7248846332535 |
| 2006-10-01 | 20.6797764570947 |
| 2006-11-01 | 20.7418437597372 |
| 2006-12-01 | 21.1189351530141 |
| 2007-01-01 | 20.9925625233396 |
| 2007-02-01 | 21.1920107878232 |
| 2007-03-01 | 21.2325748240537 |
| 2007-04-01 | 21.5048689071651 |
| 2007-05-01 | 21.1155654155404 |
| 2007-06-01 | 21.1919306551684 |
| 2007-07-01 | 21.2985926460699 |
| 2007-08-01 | 21.4905178940381 |
| 2007-09-01 | 21.3414698224885 |
| 2007-10-01 | 21.4882777842624 |
| 2007-11-01 | 21.5025031295114 |
| 2007-12-01 | 22.2213957430664 |
| 2008-01-01 | 21.6972675174128 |
| 2008-02-01 | 21.7334528830794 |
| 2008-03-01 | 21.5110765080454 |
| 2008-04-01 | 21.9643802981405 |
| 2008-05-01 | 22.1170947552452 |
| 2008-06-01 | 22.5013791037615 |
| 2008-07-01 | 22.1050873385391 |
| 2008-08-01 | 21.9913919202384 |
| 2008-09-01 | 22.2836859778499 |
| 2008-10-01 | 22.1801911872868 |
| 2008-11-01 | 22.2618067698986 |
| 2008-12-01 | 23.0355611346305 |
| 2009-01-01 | 21.9856270850171 |
| 2009-02-01 | 21.7709638134024 |
| 2009-03-01 | 21.7008881619112 |
| 2009-04-01 | 21.5611406724769 |
| 2009-05-01 | 21.1855940243603 |
| 2009-06-01 | 21.2086769907035 |
| 2009-07-01 | 21.0983699443575 |
| 2009-08-01 | 21.1036551660679 |
| 2009-09-01 | 21.1191169043047 |
| 2009-10-01 | 20.9613644187498 |
| 2009-11-01 | 21.1080551718490 |
| 2009-12-01 | 20.7642462804473 |
| 2010-01-01 | 21.4754779723672 |
| 2010-02-01 | 21.1335087070256 |
| 2010-03-01 | 20.8997258163111 |
| 2010-04-01 | 20.8678826556505 |
| 2010-05-01 | 20.9463224475133 |
| 2010-06-01 | 20.7203131627409 |
| 2010-07-01 | 20.6626155570684 |
| 2010-08-01 | 20.5052744206153 |
| 2010-09-01 | 20.4592608580302 |
| 2010-10-01 | 20.4260671176616 |
| 2010-11-01 | 19.9489357037677 |
| 2010-12-01 | 20.0680087140873 |
| 2011-01-01 | 20.6024091866125 |
| 2011-02-01 | 20.2265751979204 |
| 2011-03-01 | 20.3051068810426 |
| 2011-04-01 | 20.5040607993079 |
| 2011-05-01 | 20.5042491165813 |
| 2011-06-01 | 20.8324508005742 |
| 2011-07-01 | 20.6940630443608 |
| 2011-08-01 | 20.8842270751974 |
| 2011-09-01 | 20.7644597454007 |
| 2011-10-01 | 20.8919983928221 |
| 2011-11-01 | 21.3952161731053 |
| 2011-12-01 | 21.7421196790078 |
| 2012-01-01 | 22.2709793617866 |
| 2012-02-01 | 22.2806674841962 |
| 2012-03-01 | 22.0207039090913 |
| 2012-04-01 | 21.8199832589954 |
| 2012-05-01 | 21.9788108984759 |
| 2012-06-01 | 21.8407299519177 |
| 2012-07-01 | 21.9118548152361 |
| 2012-08-01 | 21.9250786586245 |
| 2012-09-01 | 21.9568578788179 |
| 2012-10-01 | 22.0658083834049 |
| 2012-11-01 | 22.2317433155317 |
| 2012-12-01 | 22.0752917383866 |
| 2013-01-01 | 22.4643636833240 |
| 2013-02-01 | 22.6807541823581 |
| 2013-03-01 | 22.6612343201178 |
| 2013-04-01 | 22.8401196710627 |
| 2013-05-01 | 23.0591918399105 |
| 2013-06-01 | 22.8548394821340 |
| 2013-07-01 | 23.0318474542413 |
| 2013-08-01 | 22.8337372391890 |
| 2013-09-01 | 22.8071225972032 |
| 2013-10-01 | 23.0414583274642 |
| 2013-11-01 | 22.9544019138905 |
| 2013-12-01 | 23.1075722802663 |
| 2014-01-01 | 22.9641948528208 |
| 2014-02-01 | 23.1135982813901 |
| 2014-03-01 | 23.3320673144587 |
| 2014-04-01 | 23.2525206392252 |
| 2014-05-01 | 23.2545168795668 |
| 2014-06-01 | 23.7439391270849 |
| 2014-07-01 | 23.9483820030259 |
| 2014-08-01 | 24.5460945872619 |
| 2014-09-01 | 24.4477835263502 |
| 2014-10-01 | 24.3240837414643 |
| 2014-11-01 | 24.1790142403819 |
| 2014-12-01 | 24.7148842363283 |
| 2015-01-01 | 24.7491001899499 |
| 2015-02-01 | 24.8346781640971 |
| 2015-03-01 | 25.5286428219833 |
| 2015-04-01 | 25.3840396368347 |
| 2015-05-01 | 25.3748291506168 |
| 2015-06-01 | 25.2093576602530 |
| 2015-07-01 | 25.1718978708876 |
| 2015-08-01 | 25.1597733292425 |
| 2015-09-01 | 24.3869749974666 |
| 2015-10-01 | 24.7973159879249 |
| 2015-11-01 | 24.8165298775913 |
| 2015-12-01 | 24.6192875147023 |
| 2016-01-01 | 24.5180575469274 |
| 2016-02-01 | 24.4393091760497 |
| 2016-03-01 | 24.3352177474550 |
| 2016-04-01 | 24.5258063364602 |
| 2016-05-01 | 24.7020551272437 |
| 2016-06-01 | 24.2276452702561 |
| 2016-07-01 | 24.3026318267465 |
| 2016-08-01 | 24.5994837244605 |
| 2016-09-01 | 24.7657900352676 |
| 2016-10-01 | 24.4756161143715 |
| 2016-11-01 | 24.3709478562215 |
| 2016-12-01 | 24.2008386655090 |
| 2017-01-01 | 24.3662032687442 |
| 2017-02-01 | 24.3051295292750 |
| 2017-03-01 | 24.3300380448611 |
| 2017-04-01 | 24.2887612451716 |
| 2017-05-01 | 24.3202871699955 |
| 2017-06-01 | 24.5459032610621 |
| 2017-07-01 | 24.5489770426898 |
| 2017-08-01 | 24.2550444424232 |
| 2017-09-01 | 24.5664630214696 |
| 2017-10-01 | 24.2401343715628 |
| 2017-11-01 | 24.4364431849629 |
| 2017-12-01 | 24.9890370422628 |
| 2018-01-01 | 24.6119537457938 |
| 2018-02-01 | 24.5505627677275 |
| 2018-03-01 | 24.4067004931161 |
| 2018-04-01 | 24.4746586292442 |
| 2018-05-01 | 24.3174453649027 |
| 2018-06-01 | 24.3413217160101 |
| 2018-07-01 | 24.3754059784113 |
| 2018-08-01 | 24.4510868545175 |
| 2018-09-01 | 24.2774937983566 |
| 2018-10-01 | 24.5072658953842 |
| 2018-11-01 | 24.5337035520907 |
| 2018-12-01 | 25.0635815544077 |
| 2019-01-01 | 24.4572503104820 |
| 2019-02-01 | 24.5945761196717 |
| 2019-03-01 | 24.5685566974137 |
| 2019-04-01 | 24.6648471102806 |
| 2019-05-01 | 24.6975951735256 |
| 2019-06-01 | 25.0350826466681 |
| 2019-07-01 | 25.0089773893675 |
| 2019-08-01 | 25.1465515903935 |
| 2019-09-01 | 25.0747820968134 |
| 2019-10-01 | 25.0625495502351 |
| 2019-11-01 | 25.1533770951704 |
| 2019-12-01 | 25.1417856549511 |
| 2020-01-01 | 25.1233990104820 |
| 2020-02-01 | 25.5531740755401 |
| 2020-03-01 | 25.1331929821817 |
| 2020-04-01 | 22.9603275319270 |
| 2020-05-01 | 24.7465693665340 |
| 2020-06-01 | 24.4204812475203 |
| 2020-07-01 | 24.3298937200618 |
| 2020-08-01 | 24.0350688263847 |
| 2020-09-01 | 24.0499162508709 |
| 2020-10-01 | 24.5319062439185 |
| 2020-11-01 | 24.4950762906754 |
| 2020-12-01 | 24.5300895321732 |
| 2021-01-01 | 24.5933328233918 |
| 2021-02-01 | 24.7272142487754 |
| 2021-03-01 | 24.9034047215577 |
| 2021-04-01 | 24.9428224536409 |
| 2021-05-01 | 26.4639659732488 |
| 2021-06-01 | 25.2336954025851 |
| 2021-07-01 | 25.4541968686369 |
| 2021-08-01 | 25.3093503558023 |
| 2021-09-01 | 25.4110979007174 |
| 2021-10-01 | 25.4963314641505 |
| 2021-11-01 | 25.5304586141733 |
| 2021-12-01 | 25.4350117270086 |
| 2022-01-01 | 25.9672190516084 |
| 2022-02-01 | 26.0007816460541 |
| 2022-03-01 | 26.1884574215263 |
| 2022-04-01 | 26.4331283941410 |
| 2022-05-01 | 26.5843311326662 |
| 2022-06-01 | 26.8518754776975 |
| 2022-07-01 | 26.7503837883621 |
| 2022-08-01 | 26.9753468481970 |
| 2022-09-01 | 27.1630098424501 |
| 2022-10-01 | 27.2836882632110 |
| 2022-11-01 | 27.1568112132833 |
| 2022-12-01 | 27.3542529340904 |
| 2023-01-01 | 27.3383973730968 |
| 2023-02-01 | 27.4627471075742 |
| 2023-03-01 | 27.3697325898151 |
| 2023-04-01 | 27.4021431723785 |
| 2023-05-01 | 27.5221456425475 |
| 2023-06-01 | 27.4901227401517 |
| 2023-07-01 | 27.4602765183859 |
| 2023-08-01 | 27.4290529372292 |
| 2023-09-01 | 27.4336332539287 |
| 2023-10-01 | 27.2683013110284 |
| 2023-11-01 | 27.1515568561892 |
| 2023-12-01 | 27.2897696983903 |
| 2024-01-01 | 27.2089017737958 |
| 2024-02-01 | 27.0977955205488 |
| 2024-03-01 | 27.2417245312530 |
| 2024-04-01 | 27.1590472507491 |
| 2024-05-01 | 27.1830964183908 |
| 2024-06-01 | 27.3462884623698 |
| 2024-07-01 | 27.0812836386675 |
| 2024-08-01 | 26.8760933837879 |
| 2024-09-01 | 26.5172461547246 |
| 2024-10-01 | 26.7698523053452 |
| 2024-11-01 | 26.7340659786184 |
| 2024-12-01 | 26.8302880657841 |
| 2025-01-01 | 26.5667585645203 |
| 2025-02-01 | 26.2195976053763 |
| 2025-03-01 | 26.2745855589235 |
| 2025-04-01 | 26.2870628895955 |
| 2025-05-01 | 26.3606137585065 |
| 2025-06-01 | 26.3274352180732 |
| 2025-07-01 | 26.4331082999761 |
| 2025-08-01 | 26.4428093924071 |
| 2025-09-01 | 26.3171513480076 |
| 2025-10-01 | 26.2705524529270 |
| 2025-11-01 | 26.4055708363970 |
| 2025-12-01 | 25.6664784418806 |
| 2026-01-01 | 26.1015004201453 |
| 2026-02-01 | 26.3267353729698 |