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 2026-06-01 |
| Last Updated | 2026-07-22 10:18 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 | 22.3801959932156 |
| 1990-02-01 | 23.0345638337570 |
| 1990-03-01 | 23.1743799789934 |
| 1990-04-01 | 23.5559874617062 |
| 1990-05-01 | 23.8453846781946 |
| 1990-06-01 | 24.0595147552101 |
| 1990-07-01 | 23.3118752314562 |
| 1990-08-01 | 23.4095967653678 |
| 1990-09-01 | 23.3439582482271 |
| 1990-10-01 | 22.8931682140475 |
| 1990-11-01 | 22.8593848245157 |
| 1990-12-01 | 22.7420533992097 |
| 1991-01-01 | 21.2865133818166 |
| 1991-02-01 | 21.0200532359695 |
| 1991-03-01 | 21.0676849922047 |
| 1991-04-01 | 20.7363320141483 |
| 1991-05-01 | 20.6429326214769 |
| 1991-06-01 | 20.6679681831886 |
| 1991-07-01 | 20.6201399384867 |
| 1991-08-01 | 20.6066840209108 |
| 1991-09-01 | 20.7649627495526 |
| 1991-10-01 | 20.8208282968475 |
| 1991-11-01 | 20.7695859477920 |
| 1991-12-01 | 20.5367576746754 |
| 1992-01-01 | 20.5771993282572 |
| 1992-02-01 | 20.4841052811434 |
| 1992-03-01 | 20.4353107693193 |
| 1992-04-01 | 20.3189432106297 |
| 1992-05-01 | 20.2444301136219 |
| 1992-06-01 | 20.4916038673898 |
| 1992-07-01 | 20.4343464442131 |
| 1992-08-01 | 20.3077142549949 |
| 1992-09-01 | 20.3226518899728 |
| 1992-10-01 | 20.5310558835302 |
| 1992-11-01 | 20.3730406307663 |
| 1992-12-01 | 20.4057305022343 |
| 1993-01-01 | 20.0757796441123 |
| 1993-02-01 | 20.5454775361026 |
| 1993-03-01 | 20.4214294810769 |
| 1993-04-01 | 20.6103126323542 |
| 1993-05-01 | 20.6349995868062 |
| 1993-06-01 | 20.4024112000428 |
| 1993-07-01 | 20.5432898315464 |
| 1993-08-01 | 20.7081655130336 |
| 1993-09-01 | 21.5901416228837 |
| 1993-10-01 | 20.2461450549192 |
| 1993-11-01 | 20.3680520710356 |
| 1993-12-01 | 20.4616009158897 |
| 1994-01-01 | 20.3852464432713 |
| 1994-02-01 | 20.4275462203996 |
| 1994-03-01 | 20.5130096960965 |
| 1994-04-01 | 20.6092639578650 |
| 1994-05-01 | 20.3916510584370 |
| 1994-06-01 | 20.6149215072711 |
| 1994-07-01 | 20.5625263712610 |
| 1994-08-01 | 20.6076001667233 |
| 1994-09-01 | 20.8654531791139 |
| 1994-10-01 | 19.1522608961611 |
| 1994-11-01 | 19.4314808794182 |
| 1994-12-01 | 19.5805326918749 |
| 1995-01-01 | 20.2314361653669 |
| 1995-02-01 | 20.2537795498814 |
| 1995-03-01 | 20.4273194541842 |
| 1995-04-01 | 20.3050315517551 |
| 1995-05-01 | 20.9582905044816 |
| 1995-06-01 | 20.3012686960969 |
| 1995-07-01 | 19.0674916176968 |
| 1995-08-01 | 19.1108435903584 |
| 1995-09-01 | 19.1141832246873 |
| 1995-10-01 | 19.5667987444438 |
| 1995-11-01 | 19.4799206370606 |
| 1995-12-01 | 19.6767728140883 |
| 1996-01-01 | 18.0006110541869 |
| 1996-02-01 | 18.1166953523485 |
| 1996-03-01 | 17.8287394279199 |
| 1996-04-01 | 18.0191960168330 |
| 1996-05-01 | 18.9349647852746 |
| 1996-06-01 | 18.0763680095918 |
| 1996-07-01 | 18.6693670951834 |
| 1996-08-01 | 18.8306383909893 |
| 1996-09-01 | 19.1580670516542 |
| 1996-10-01 | 18.6543102412340 |
| 1996-11-01 | 18.7161931055836 |
| 1996-12-01 | 18.5283389255388 |
| 1997-01-01 | 18.8071240938709 |
| 1997-02-01 | 18.6785472822831 |
| 1997-03-01 | 18.9452399093859 |
| 1997-04-01 | 18.9402306336903 |
| 1997-05-01 | 19.2557808533592 |
| 1997-06-01 | 19.0411784475618 |
| 1997-07-01 | 18.7487783015336 |
| 1997-08-01 | 18.7466097551881 |
| 1997-09-01 | 18.7777808314876 |
| 1997-10-01 | 19.5476979749058 |
| 1997-11-01 | 19.3771956181095 |
| 1997-12-01 | 18.9700197557753 |
| 1998-01-01 | 19.0258366842982 |
| 1998-02-01 | 19.0297938927559 |
| 1998-03-01 | 19.1484093964797 |
| 1998-04-01 | 19.3432259101639 |
| 1998-05-01 | 19.0765530245115 |
| 1998-06-01 | 19.2096806767197 |
| 1998-07-01 | 19.4407695019621 |
| 1998-08-01 | 19.4804365189277 |
| 1998-09-01 | 19.4136789936866 |
| 1998-10-01 | 19.3505820491826 |
| 1998-11-01 | 19.3564625101852 |
| 1998-12-01 | 19.3958611121754 |
| 1999-01-01 | 18.9216022862632 |
| 1999-02-01 | 19.1466122178141 |
| 1999-03-01 | 19.3390291396436 |
| 1999-04-01 | 19.3131290961865 |
| 1999-05-01 | 19.6385544983275 |
| 1999-06-01 | 19.8984593877488 |
| 1999-07-01 | 19.9386046219462 |
| 1999-08-01 | 20.0157261168978 |
| 1999-09-01 | 20.2416762895631 |
| 1999-10-01 | 20.3769743424324 |
| 1999-11-01 | 20.4797370926721 |
| 1999-12-01 | 20.6405147346961 |
| 2000-01-01 | 20.4560158718931 |
| 2000-02-01 | 20.7346207711381 |
| 2000-03-01 | 20.5991244985870 |
| 2000-04-01 | 20.2773401802753 |
| 2000-05-01 | 20.2994731543498 |
| 2000-06-01 | 20.5072153826638 |
| 2000-07-01 | 20.6538501261564 |
| 2000-08-01 | 20.8710742587696 |
| 2000-09-01 | 20.6908080212877 |
| 2000-10-01 | 20.5952669656026 |
| 2000-11-01 | 20.5208802380567 |
| 2000-12-01 | 20.9036368659985 |
| 2001-01-01 | 20.4355459515172 |
| 2001-02-01 | 20.5798558372374 |
| 2001-03-01 | 20.5634574852694 |
| 2001-04-01 | 20.7441439768597 |
| 2001-05-01 | 21.0783014723287 |
| 2001-06-01 | 20.8488192749821 |
| 2001-07-01 | 20.7780605723107 |
| 2001-08-01 | 20.7001798023577 |
| 2001-09-01 | 20.6103016475539 |
| 2001-10-01 | 20.7207480199777 |
| 2001-11-01 | 20.7667971221532 |
| 2001-12-01 | 20.6270667607306 |
| 2002-01-01 | 20.4789804524226 |
| 2002-02-01 | 20.2318514898540 |
| 2002-03-01 | 20.1194911403333 |
| 2002-04-01 | 20.0072322973681 |
| 2002-05-01 | 19.7466131233509 |
| 2002-06-01 | 19.5954399654697 |
| 2002-07-01 | 19.3117479412319 |
| 2002-08-01 | 19.2226897614912 |
| 2002-09-01 | 19.1294256423074 |
| 2002-10-01 | 19.0314846186590 |
| 2002-11-01 | 18.8863107339961 |
| 2002-12-01 | 19.0913562268670 |
| 2003-01-01 | 19.1324655846271 |
| 2003-02-01 | 18.9856077768375 |
| 2003-03-01 | 19.0754837634427 |
| 2003-04-01 | 18.9680157248442 |
| 2003-05-01 | 18.9250954311989 |
| 2003-06-01 | 18.8500606051822 |
| 2003-07-01 | 18.9390207010404 |
| 2003-08-01 | 18.8094914910860 |
| 2003-09-01 | 18.8234902372509 |
| 2003-10-01 | 18.9476014161702 |
| 2003-11-01 | 18.9033728622980 |
| 2003-12-01 | 19.0821698706363 |
| 2004-01-01 | 19.1147291785670 |
| 2004-02-01 | 19.1464058968703 |
| 2004-03-01 | 19.0280245566448 |
| 2004-04-01 | 18.8297172117911 |
| 2004-05-01 | 19.0994157638277 |
| 2004-06-01 | 18.9002158749859 |
| 2004-07-01 | 19.2536117361390 |
| 2004-08-01 | 19.8764949985637 |
| 2004-09-01 | 19.6243613388302 |
| 2004-10-01 | 19.3545560148333 |
| 2004-11-01 | 19.8044784667391 |
| 2004-12-01 | 19.4951772805860 |
| 2005-01-01 | 19.7336658545491 |
| 2005-02-01 | 19.5948149351840 |
| 2005-03-01 | 19.2899436054093 |
| 2005-04-01 | 19.7958836039557 |
| 2005-05-01 | 19.8577758581904 |
| 2005-06-01 | 19.9425442875999 |
| 2005-07-01 | 20.3699754519918 |
| 2005-08-01 | 20.1345766041029 |
| 2005-09-01 | 20.2135895518052 |
| 2005-10-01 | 20.3702870753003 |
| 2005-11-01 | 20.2856473803301 |
| 2005-12-01 | 20.3414326505360 |
| 2006-01-01 | 20.1636487628651 |
| 2006-02-01 | 20.3481525729927 |
| 2006-03-01 | 20.4557180012196 |
| 2006-04-01 | 20.4457429892874 |
| 2006-05-01 | 20.6047264792705 |
| 2006-06-01 | 20.6745426634121 |
| 2006-07-01 | 20.6836526062256 |
| 2006-08-01 | 20.7013615711354 |
| 2006-09-01 | 20.7248816432240 |
| 2006-10-01 | 20.6797737388076 |
| 2006-11-01 | 20.7418405901353 |
| 2006-12-01 | 21.1189611319364 |
| 2007-01-01 | 20.9925598386706 |
| 2007-02-01 | 21.1920084503271 |
| 2007-03-01 | 21.2325724438383 |
| 2007-04-01 | 21.5048684161698 |
| 2007-05-01 | 21.1155635769461 |
| 2007-06-01 | 21.1919284169767 |
| 2007-07-01 | 21.2985887906673 |
| 2007-08-01 | 21.4905153293618 |
| 2007-09-01 | 21.3414660530153 |
| 2007-10-01 | 21.4882738771125 |
| 2007-11-01 | 21.5024959779682 |
| 2007-12-01 | 22.2214352588839 |
| 2008-01-01 | 21.6972624444725 |
| 2008-02-01 | 21.7334491308011 |
| 2008-03-01 | 21.5110729595841 |
| 2008-04-01 | 21.9643785804920 |
| 2008-05-01 | 22.1170921734950 |
| 2008-06-01 | 22.5013765811505 |
| 2008-07-01 | 22.1050839152730 |
| 2008-08-01 | 21.9913896554564 |
| 2008-09-01 | 22.2836814742880 |
| 2008-10-01 | 22.1801870824120 |
| 2008-11-01 | 22.2617970185911 |
| 2008-12-01 | 23.0356080114725 |
| 2009-01-01 | 21.9856205152087 |
| 2009-02-01 | 21.7709580457252 |
| 2009-03-01 | 21.7008842552705 |
| 2009-04-01 | 21.5611382305030 |
| 2009-05-01 | 21.1855912524871 |
| 2009-06-01 | 21.2086748765898 |
| 2009-07-01 | 21.0983678048727 |
| 2009-08-01 | 21.1036539553978 |
| 2009-09-01 | 21.1191123465579 |
| 2009-10-01 | 20.9613609232768 |
| 2009-11-01 | 21.1080434385214 |
| 2009-12-01 | 20.7642918695622 |
| 2010-01-01 | 21.4754709442833 |
| 2010-02-01 | 21.1335019973304 |
| 2010-03-01 | 20.8997226615907 |
| 2010-04-01 | 20.8678804758265 |
| 2010-05-01 | 20.9463204592001 |
| 2010-06-01 | 20.7203122880067 |
| 2010-07-01 | 20.6626151779255 |
| 2010-08-01 | 20.5052744532706 |
| 2010-09-01 | 20.4592561873508 |
| 2010-10-01 | 20.4260635907280 |
| 2010-11-01 | 19.9489239491254 |
| 2010-12-01 | 20.0680449527635 |
| 2011-01-01 | 20.6024028480517 |
| 2011-02-01 | 20.2265687512674 |
| 2011-03-01 | 20.3051064284341 |
| 2011-04-01 | 20.5040610142562 |
| 2011-05-01 | 20.5042458248677 |
| 2011-06-01 | 20.8324524126364 |
| 2011-07-01 | 20.6940645954336 |
| 2011-08-01 | 20.8842320802423 |
| 2011-09-01 | 20.7644560020060 |
| 2011-10-01 | 20.8919957349583 |
| 2011-11-01 | 21.3951904052243 |
| 2011-12-01 | 21.7421412057623 |
| 2012-01-01 | 22.2709760152779 |
| 2012-02-01 | 22.2806648600405 |
| 2012-03-01 | 22.0207255812744 |
| 2012-04-01 | 21.8199867827063 |
| 2012-05-01 | 21.9788042877951 |
| 2012-06-01 | 21.8407287716220 |
| 2012-07-01 | 21.9118509599241 |
| 2012-08-01 | 21.9250810488759 |
| 2012-09-01 | 21.9568535812421 |
| 2012-10-01 | 22.0658043396362 |
| 2012-11-01 | 22.2317072807052 |
| 2012-12-01 | 22.0753041496061 |
| 2013-01-01 | 22.4643687501388 |
| 2013-02-01 | 22.6807604598015 |
| 2013-03-01 | 22.6612836497238 |
| 2013-04-01 | 22.8401301842563 |
| 2013-05-01 | 23.0591784238593 |
| 2013-06-01 | 22.8548303126127 |
| 2013-07-01 | 23.0318325505916 |
| 2013-08-01 | 22.8337358718389 |
| 2013-09-01 | 22.8070729191919 |
| 2013-10-01 | 23.0414654191483 |
| 2013-11-01 | 22.9543702761174 |
| 2013-12-01 | 23.1075949846323 |
| 2014-01-01 | 22.9642138864236 |
| 2014-02-01 | 23.1136196613169 |
| 2014-03-01 | 23.3321509231839 |
| 2014-04-01 | 23.2525420409768 |
| 2014-05-01 | 23.2545101795306 |
| 2014-06-01 | 23.7439411320164 |
| 2014-07-01 | 23.9483774360241 |
| 2014-08-01 | 24.5458653685396 |
| 2014-09-01 | 24.4476845897490 |
| 2014-10-01 | 24.3242713699017 |
| 2014-11-01 | 24.1789578084382 |
| 2014-12-01 | 24.7149420982982 |
| 2015-01-01 | 24.7490989667727 |
| 2015-02-01 | 24.8347050574049 |
| 2015-03-01 | 25.5287646308463 |
| 2015-04-01 | 25.3841309887350 |
| 2015-05-01 | 25.3748986058619 |
| 2015-06-01 | 25.2094102552040 |
| 2015-07-01 | 25.1718900340858 |
| 2015-08-01 | 25.1592509987311 |
| 2015-09-01 | 24.3867242885512 |
| 2015-10-01 | 24.7975820195527 |
| 2015-11-01 | 24.8163688540505 |
| 2015-12-01 | 24.6194755394735 |
| 2016-01-01 | 24.5180350032241 |
| 2016-02-01 | 24.4393765974724 |
| 2016-03-01 | 24.3354476892921 |
| 2016-04-01 | 24.5260732722450 |
| 2016-05-01 | 24.7023179424959 |
| 2016-06-01 | 24.2278212141726 |
| 2016-07-01 | 24.3026108833513 |
| 2016-08-01 | 24.5985576533875 |
| 2016-09-01 | 24.7652665268544 |
| 2016-10-01 | 24.4757850709594 |
| 2016-11-01 | 24.3705788470709 |
| 2016-12-01 | 24.2011153488364 |
| 2017-01-01 | 24.3661604616039 |
| 2017-02-01 | 24.3052483801391 |
| 2017-03-01 | 24.3303988444129 |
| 2017-04-01 | 24.2892753226902 |
| 2017-05-01 | 24.3210301314793 |
| 2017-06-01 | 24.5466842594862 |
| 2017-07-01 | 24.5497266412304 |
| 2017-08-01 | 24.2532782161339 |
| 2017-09-01 | 24.5648920833548 |
| 2017-10-01 | 24.2382700995804 |
| 2017-11-01 | 24.4367830519737 |
| 2017-12-01 | 24.9899798088256 |
| 2018-01-01 | 24.6122676933290 |
| 2018-02-01 | 24.5509275245471 |
| 2018-03-01 | 24.4072942818601 |
| 2018-04-01 | 24.4753826900327 |
| 2018-05-01 | 24.3178271202593 |
| 2018-06-01 | 24.3424651112761 |
| 2018-07-01 | 24.3782495265670 |
| 2018-08-01 | 24.4481967161745 |
| 2018-09-01 | 24.2747548927195 |
| 2018-10-01 | 24.5033727993711 |
| 2018-11-01 | 24.5348965042234 |
| 2018-12-01 | 25.0644407091709 |
| 2019-01-01 | 24.4581096242193 |
| 2019-02-01 | 24.5953091093006 |
| 2019-03-01 | 24.5694053408634 |
| 2019-04-01 | 24.6657758217096 |
| 2019-05-01 | 24.6976025609759 |
| 2019-06-01 | 25.0366054958381 |
| 2019-07-01 | 25.0139763857680 |
| 2019-08-01 | 25.1427672326135 |
| 2019-09-01 | 25.0706899217271 |
| 2019-10-01 | 25.0560530494721 |
| 2019-11-01 | 25.1568631101114 |
| 2019-12-01 | 25.1420333167568 |
| 2020-01-01 | 25.1245047814822 |
| 2020-02-01 | 25.5541759243965 |
| 2020-03-01 | 25.1343346540310 |
| 2020-04-01 | 22.9614864414012 |
| 2020-05-01 | 24.7459619513142 |
| 2020-06-01 | 24.4219126812441 |
| 2020-07-01 | 24.3362599657326 |
| 2020-08-01 | 24.0310441683480 |
| 2020-09-01 | 24.0452148591655 |
| 2020-10-01 | 24.5245687994973 |
| 2020-11-01 | 24.5010695207149 |
| 2020-12-01 | 24.5290253700860 |
| 2021-01-01 | 24.5941806580374 |
| 2021-02-01 | 24.7278912950040 |
| 2021-03-01 | 24.9039637631591 |
| 2021-04-01 | 24.9431102825331 |
| 2021-05-01 | 26.4622479503307 |
| 2021-06-01 | 25.2376061085621 |
| 2021-07-01 | 25.4605612561191 |
| 2021-08-01 | 25.3060850204900 |
| 2021-09-01 | 25.4058417690889 |
| 2021-10-01 | 25.4906440619196 |
| 2021-11-01 | 25.5414794492888 |
| 2021-12-01 | 25.4249543891249 |
| 2022-01-01 | 25.9682355599451 |
| 2022-02-01 | 26.0076771223910 |
| 2022-03-01 | 26.1863359058109 |
| 2022-04-01 | 26.4303544318158 |
| 2022-05-01 | 26.5798128690270 |
| 2022-06-01 | 26.8571107352415 |
| 2022-07-01 | 26.7558599783396 |
| 2022-08-01 | 26.9734775310444 |
| 2022-09-01 | 27.1578520798827 |
| 2022-10-01 | 27.2812267120584 |
| 2022-11-01 | 27.1791810269243 |
| 2022-12-01 | 27.3340705596088 |
| 2023-01-01 | 27.3408351060057 |
| 2023-02-01 | 27.4770058844464 |
| 2023-03-01 | 27.3672602759156 |
| 2023-04-01 | 27.3788733050313 |
| 2023-05-01 | 27.5064833933921 |
| 2023-06-01 | 27.5108685558894 |
| 2023-07-01 | 27.4659906604936 |
| 2023-08-01 | 27.4297711145169 |
| 2023-09-01 | 27.4293867272343 |
| 2023-10-01 | 27.2698894492761 |
| 2023-11-01 | 27.1852890996156 |
| 2023-12-01 | 27.2570679500374 |
| 2024-01-01 | 27.2154330869412 |
| 2024-02-01 | 27.1228755628330 |
| 2024-03-01 | 27.2414062005448 |
| 2024-04-01 | 27.1078325554406 |
| 2024-05-01 | 27.1482727197652 |
| 2024-06-01 | 27.3895668512720 |
| 2024-07-01 | 27.0876219844652 |
| 2024-08-01 | 26.8792111861730 |
| 2024-09-01 | 26.5144753498380 |
| 2024-10-01 | 26.7742099390158 |
| 2024-11-01 | 26.7782347488056 |
| 2024-12-01 | 26.7904704323766 |
| 2025-01-01 | 26.5781595293106 |
| 2025-02-01 | 26.2515502623375 |
| 2025-03-01 | 26.2793831901142 |
| 2025-04-01 | 26.2032899252748 |
| 2025-05-01 | 26.3027575915245 |
| 2025-06-01 | 26.4001672893492 |
| 2025-07-01 | 26.4414271951500 |
| 2025-08-01 | 26.4480043224634 |
| 2025-09-01 | 26.3154440457863 |
| 2025-10-01 | 26.2769712008003 |
| 2025-11-01 | 26.4540631675883 |
| 2025-12-01 | 25.6173488174785 |
| 2026-01-01 | 26.1175341040001 |
| 2026-02-01 | 26.3670713572849 |
| 2026-03-01 | 26.3001583132483 |
| 2026-04-01 | 26.4975347314358 |
| 2026-05-01 | 26.5741063928562 |
| 2026-06-01 | 26.1142674841237 |