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 2025-12-01 |
| Last Updated | 2026-01-28 2:53 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 | 22.3815090466667 |
| 1990-02-01 | 23.0351442871787 |
| 1990-03-01 | 23.1747654971803 |
| 1990-04-01 | 23.5562068258909 |
| 1990-05-01 | 23.8454110583282 |
| 1990-06-01 | 24.0594471789860 |
| 1990-07-01 | 23.3114893101089 |
| 1990-08-01 | 23.4093677481861 |
| 1990-09-01 | 23.3437160080140 |
| 1990-10-01 | 22.8927516770004 |
| 1990-11-01 | 22.8588740721181 |
| 1990-12-01 | 22.7414295582094 |
| 1991-01-01 | 21.2878164445744 |
| 1991-02-01 | 21.0205900612366 |
| 1991-03-01 | 21.0680493393021 |
| 1991-04-01 | 20.7365433338006 |
| 1991-05-01 | 20.6429661055407 |
| 1991-06-01 | 20.6679110573951 |
| 1991-07-01 | 20.6197805360018 |
| 1991-08-01 | 20.6064332062493 |
| 1991-09-01 | 20.7646991685837 |
| 1991-10-01 | 20.8204004763740 |
| 1991-11-01 | 20.7690704030203 |
| 1991-12-01 | 20.5361642501902 |
| 1992-01-01 | 20.5787228644105 |
| 1992-02-01 | 20.4845339073470 |
| 1992-03-01 | 20.4356050427361 |
| 1992-04-01 | 20.3190853220635 |
| 1992-05-01 | 20.2444502702081 |
| 1992-06-01 | 20.4913985892344 |
| 1992-07-01 | 20.4342570083316 |
| 1992-08-01 | 20.3075392301784 |
| 1992-09-01 | 20.3223818444745 |
| 1992-10-01 | 20.5305420636439 |
| 1992-11-01 | 20.3723310029471 |
| 1992-12-01 | 20.4048297418699 |
| 1993-01-01 | 20.0777735518666 |
| 1993-02-01 | 20.5460117030939 |
| 1993-03-01 | 20.4217439656817 |
| 1993-04-01 | 20.6103999571277 |
| 1993-05-01 | 20.6350105552237 |
| 1993-06-01 | 20.4019957651961 |
| 1993-07-01 | 20.5434181035244 |
| 1993-08-01 | 20.7080337544706 |
| 1993-09-01 | 21.5899273080194 |
| 1993-10-01 | 20.2454958100012 |
| 1993-11-01 | 20.3670877455963 |
| 1993-12-01 | 20.4603283461629 |
| 1994-01-01 | 20.3877849987865 |
| 1994-02-01 | 20.4282120347690 |
| 1994-03-01 | 20.5133734120020 |
| 1994-04-01 | 20.6093220975320 |
| 1994-05-01 | 20.3916198448849 |
| 1994-06-01 | 20.6142969330848 |
| 1994-07-01 | 20.5628654823465 |
| 1994-08-01 | 20.6075433695366 |
| 1994-09-01 | 20.8653595242969 |
| 1994-10-01 | 19.1515121417787 |
| 1994-11-01 | 19.4301516403003 |
| 1994-12-01 | 19.5789580571044 |
| 1995-01-01 | 20.2341724048961 |
| 1995-02-01 | 20.2546903436413 |
| 1995-03-01 | 20.4278209194821 |
| 1995-04-01 | 20.3051480632188 |
| 1995-05-01 | 20.9582454356913 |
| 1995-06-01 | 20.3005935862117 |
| 1995-07-01 | 19.0678000606063 |
| 1995-08-01 | 19.1107718806418 |
| 1995-09-01 | 19.1141726727343 |
| 1995-10-01 | 19.5660318255012 |
| 1995-11-01 | 19.4784010831551 |
| 1995-12-01 | 19.6751948269211 |
| 1996-01-01 | 18.0033351160289 |
| 1996-02-01 | 18.1176322672158 |
| 1996-03-01 | 17.8292784260316 |
| 1996-04-01 | 18.0193489171540 |
| 1996-05-01 | 18.9348937400385 |
| 1996-06-01 | 18.0756966298303 |
| 1996-07-01 | 18.6696922650149 |
| 1996-08-01 | 18.8306211872801 |
| 1996-09-01 | 19.1581134466722 |
| 1996-10-01 | 18.6536182017963 |
| 1996-11-01 | 18.7145892337447 |
| 1996-12-01 | 18.5268409426810 |
| 1997-01-01 | 18.8095244730886 |
| 1997-02-01 | 18.6795170941418 |
| 1997-03-01 | 18.9458054519245 |
| 1997-04-01 | 18.9404023218451 |
| 1997-05-01 | 19.2556952632657 |
| 1997-06-01 | 19.0406476796384 |
| 1997-07-01 | 18.7489123333833 |
| 1997-08-01 | 18.7465607120340 |
| 1997-09-01 | 18.7778539267734 |
| 1997-10-01 | 19.5471650982100 |
| 1997-11-01 | 19.3759047155790 |
| 1997-12-01 | 18.9690171401040 |
| 1998-01-01 | 19.0275791763370 |
| 1998-02-01 | 19.0304881854924 |
| 1998-03-01 | 19.1488505315573 |
| 1998-04-01 | 19.3433680042550 |
| 1998-05-01 | 19.0764430346703 |
| 1998-06-01 | 19.2093660884986 |
| 1998-07-01 | 19.4407750912904 |
| 1998-08-01 | 19.4804116081308 |
| 1998-09-01 | 19.4137434956710 |
| 1998-10-01 | 19.3502691924548 |
| 1998-11-01 | 19.3555472992376 |
| 1998-12-01 | 19.3954057016432 |
| 1999-01-01 | 18.9225717027369 |
| 1999-02-01 | 19.1470339153476 |
| 1999-03-01 | 19.3393273590147 |
| 1999-04-01 | 19.3132177278651 |
| 1999-05-01 | 19.6384510489210 |
| 1999-06-01 | 19.8983621137637 |
| 1999-07-01 | 19.9384801147515 |
| 1999-08-01 | 20.0156987332048 |
| 1999-09-01 | 20.2416764288131 |
| 1999-10-01 | 20.3768393304152 |
| 1999-11-01 | 20.4792942702799 |
| 1999-12-01 | 20.6405141751285 |
| 2000-01-01 | 20.4564837086122 |
| 2000-02-01 | 20.7347017115002 |
| 2000-03-01 | 20.5992245133617 |
| 2000-04-01 | 20.2773394712713 |
| 2000-05-01 | 20.2993837484675 |
| 2000-06-01 | 20.5071927144478 |
| 2000-07-01 | 20.6538065846471 |
| 2000-08-01 | 20.8711300698966 |
| 2000-09-01 | 20.6907673795288 |
| 2000-10-01 | 20.5952226723105 |
| 2000-11-01 | 20.5206743553571 |
| 2000-12-01 | 20.9036511760698 |
| 2001-01-01 | 20.4358388415963 |
| 2001-02-01 | 20.5798727285851 |
| 2001-03-01 | 20.5634808532733 |
| 2001-04-01 | 20.7440816746950 |
| 2001-05-01 | 21.0782280962809 |
| 2001-06-01 | 20.8487973500875 |
| 2001-07-01 | 20.7780357050614 |
| 2001-08-01 | 20.7002557762619 |
| 2001-09-01 | 20.6102778419674 |
| 2001-10-01 | 20.7207266126847 |
| 2001-11-01 | 20.7667733722556 |
| 2001-12-01 | 20.6270735026369 |
| 2002-01-01 | 20.4791107454845 |
| 2002-02-01 | 20.2318430190214 |
| 2002-03-01 | 20.1194863598321 |
| 2002-04-01 | 20.0071755854671 |
| 2002-05-01 | 19.7465607211801 |
| 2002-06-01 | 19.5954269918315 |
| 2002-07-01 | 19.3117363475706 |
| 2002-08-01 | 19.2227515590399 |
| 2002-09-01 | 19.1294224516604 |
| 2002-10-01 | 19.0314874153515 |
| 2002-11-01 | 18.8863094896232 |
| 2002-12-01 | 19.0913771070692 |
| 2003-01-01 | 19.1324706444231 |
| 2003-02-01 | 18.9856133618686 |
| 2003-03-01 | 19.0754863960557 |
| 2003-04-01 | 18.9679921491619 |
| 2003-05-01 | 18.9250702246242 |
| 2003-06-01 | 18.8500525687791 |
| 2003-07-01 | 18.9390092465845 |
| 2003-08-01 | 18.8095218606016 |
| 2003-09-01 | 18.8234911211074 |
| 2003-10-01 | 18.9476102096996 |
| 2003-11-01 | 18.9033725084306 |
| 2003-12-01 | 19.0821802738831 |
| 2004-01-01 | 19.1147294278710 |
| 2004-02-01 | 19.1464045005403 |
| 2004-03-01 | 19.0280199085183 |
| 2004-04-01 | 18.8297202287721 |
| 2004-05-01 | 19.0994130510764 |
| 2004-06-01 | 18.9002072351112 |
| 2004-07-01 | 19.2535957511193 |
| 2004-08-01 | 19.8764906630607 |
| 2004-09-01 | 19.6243611132739 |
| 2004-10-01 | 19.3545648016764 |
| 2004-11-01 | 19.8044799051350 |
| 2004-12-01 | 19.4952032529332 |
| 2005-01-01 | 19.7336692260991 |
| 2005-02-01 | 19.5948162209244 |
| 2005-03-01 | 19.2899404010444 |
| 2005-04-01 | 19.7958930343722 |
| 2005-05-01 | 19.8577701162968 |
| 2005-06-01 | 19.9425327745737 |
| 2005-07-01 | 20.3699494438474 |
| 2005-08-01 | 20.1345623784390 |
| 2005-09-01 | 20.2135750950908 |
| 2005-10-01 | 20.3702822665652 |
| 2005-11-01 | 20.2856369223353 |
| 2005-12-01 | 20.3415488549808 |
| 2006-01-01 | 20.1636437882726 |
| 2006-02-01 | 20.3481468858373 |
| 2006-03-01 | 20.4557080059272 |
| 2006-04-01 | 20.4457492424421 |
| 2006-05-01 | 20.6047159558379 |
| 2006-06-01 | 20.6745249068265 |
| 2006-07-01 | 20.6836158082443 |
| 2006-08-01 | 20.7013380475096 |
| 2006-09-01 | 20.7248507210691 |
| 2006-10-01 | 20.6797462988674 |
| 2006-11-01 | 20.7418076389405 |
| 2006-12-01 | 21.1192297213171 |
| 2007-01-01 | 20.9925326001975 |
| 2007-02-01 | 21.1919846244369 |
| 2007-03-01 | 21.2325482556890 |
| 2007-04-01 | 21.5048625228162 |
| 2007-05-01 | 21.1155448216477 |
| 2007-06-01 | 21.1919051092199 |
| 2007-07-01 | 21.2985487391539 |
| 2007-08-01 | 21.4904881355393 |
| 2007-09-01 | 21.3414260830956 |
| 2007-10-01 | 21.4882328108100 |
| 2007-11-01 | 21.5024231142894 |
| 2007-12-01 | 22.2218434229626 |
| 2008-01-01 | 21.6972112770744 |
| 2008-02-01 | 21.7334111387282 |
| 2008-03-01 | 21.5110371940788 |
| 2008-04-01 | 21.9643614306094 |
| 2008-05-01 | 22.1170658182966 |
| 2008-06-01 | 22.5013505026354 |
| 2008-07-01 | 22.1050482518584 |
| 2008-08-01 | 21.9913651525993 |
| 2008-09-01 | 22.2836310551064 |
| 2008-10-01 | 22.1801413456478 |
| 2008-11-01 | 22.2616976979898 |
| 2008-12-01 | 23.0360903509166 |
| 2009-01-01 | 21.9855533090317 |
| 2009-02-01 | 21.7709117052542 |
| 2009-03-01 | 21.7008442730444 |
| 2009-04-01 | 21.5611129751606 |
| 2009-05-01 | 21.1855611806161 |
| 2009-06-01 | 21.2086500807103 |
| 2009-07-01 | 21.0983420924184 |
| 2009-08-01 | 21.1036380681303 |
| 2009-09-01 | 21.1190595047644 |
| 2009-10-01 | 20.9613227745602 |
| 2009-11-01 | 21.1079285220285 |
| 2009-12-01 | 20.7647627543330 |
| 2010-01-01 | 21.4753993986736 |
| 2010-02-01 | 21.1334572197536 |
| 2010-03-01 | 20.8996871046592 |
| 2010-04-01 | 20.8678539374170 |
| 2010-05-01 | 20.9462926244409 |
| 2010-06-01 | 20.7202928865272 |
| 2010-07-01 | 20.6626006541517 |
| 2010-08-01 | 20.5052681180828 |
| 2010-09-01 | 20.4592047477174 |
| 2010-10-01 | 20.4260366727810 |
| 2010-11-01 | 19.9488243958088 |
| 2010-12-01 | 20.0684302719055 |
| 2011-01-01 | 20.6023402602894 |
| 2011-02-01 | 20.2265306335152 |
| 2011-03-01 | 20.3050794461875 |
| 2011-04-01 | 20.5040355992767 |
| 2011-05-01 | 20.5042168948204 |
| 2011-06-01 | 20.8324395340545 |
| 2011-07-01 | 20.6940620778299 |
| 2011-08-01 | 20.8842321268877 |
| 2011-09-01 | 20.7644248077424 |
| 2011-10-01 | 20.8919944319980 |
| 2011-11-01 | 21.3951213301663 |
| 2011-12-01 | 21.7423794283443 |
| 2012-01-01 | 22.2709400390816 |
| 2012-02-01 | 22.2806473940002 |
| 2012-03-01 | 22.0206844785381 |
| 2012-04-01 | 21.8199682704767 |
| 2012-05-01 | 21.9787751615069 |
| 2012-06-01 | 21.8407212994060 |
| 2012-07-01 | 21.9118586603953 |
| 2012-08-01 | 21.9250871249197 |
| 2012-09-01 | 21.9568509254820 |
| 2012-10-01 | 22.0658222980232 |
| 2012-11-01 | 22.2316862651018 |
| 2012-12-01 | 22.0754060924690 |
| 2013-01-01 | 22.4643581522088 |
| 2013-02-01 | 22.6807586629877 |
| 2013-03-01 | 22.6612253508397 |
| 2013-04-01 | 22.8401180430950 |
| 2013-05-01 | 23.0591165832897 |
| 2013-06-01 | 22.8548249422021 |
| 2013-07-01 | 23.0318347471104 |
| 2013-08-01 | 22.8337244951651 |
| 2013-09-01 | 22.8072199062139 |
| 2013-10-01 | 23.0414683082493 |
| 2013-11-01 | 22.9543617242773 |
| 2013-12-01 | 23.1076107794034 |
| 2014-01-01 | 22.9642134781982 |
| 2014-02-01 | 23.1136220668229 |
| 2014-03-01 | 23.3320635564871 |
| 2014-04-01 | 23.2525274317586 |
| 2014-05-01 | 23.2544061977994 |
| 2014-06-01 | 23.7439160532701 |
| 2014-07-01 | 23.9483516267967 |
| 2014-08-01 | 24.5459134691683 |
| 2014-09-01 | 24.4479851917898 |
| 2014-10-01 | 24.3242012806948 |
| 2014-11-01 | 24.1790072875031 |
| 2014-12-01 | 24.7149778260991 |
| 2015-01-01 | 24.7491313563640 |
| 2015-02-01 | 24.8346917239573 |
| 2015-03-01 | 25.5286069282084 |
| 2015-04-01 | 25.3839977824083 |
| 2015-05-01 | 25.3746274703151 |
| 2015-06-01 | 25.2092865822820 |
| 2015-07-01 | 25.1718401959866 |
| 2015-08-01 | 25.1594514049025 |
| 2015-09-01 | 24.3873205373793 |
| 2015-10-01 | 24.7976093261572 |
| 2015-11-01 | 24.8165760977690 |
| 2015-12-01 | 24.6196087035001 |
| 2016-01-01 | 24.5180458621935 |
| 2016-02-01 | 24.4392235596606 |
| 2016-03-01 | 24.3350491033252 |
| 2016-04-01 | 24.5256290149236 |
| 2016-05-01 | 24.7017530262175 |
| 2016-06-01 | 24.2275189149070 |
| 2016-07-01 | 24.3025845216298 |
| 2016-08-01 | 24.5990895398204 |
| 2016-09-01 | 24.7662382913515 |
| 2016-10-01 | 24.4761593878916 |
| 2016-11-01 | 24.3711526404961 |
| 2016-12-01 | 24.2014767748715 |
| 2017-01-01 | 24.3662999382903 |
| 2017-02-01 | 24.3047464370998 |
| 2017-03-01 | 24.3301566113560 |
| 2017-04-01 | 24.2869979731337 |
| 2017-05-01 | 24.3203102199260 |
| 2017-06-01 | 24.5460455798948 |
| 2017-07-01 | 24.5490927564018 |
| 2017-08-01 | 24.2543727979916 |
| 2017-09-01 | 24.5667864739594 |
| 2017-10-01 | 24.2421983137246 |
| 2017-11-01 | 24.4365303380383 |
| 2017-12-01 | 24.9896857592949 |
| 2018-01-01 | 24.6119361799857 |
| 2018-02-01 | 24.5495864960084 |
| 2018-03-01 | 24.4066704155047 |
| 2018-04-01 | 24.4707652448828 |
| 2018-05-01 | 24.3197637869671 |
| 2018-06-01 | 24.3411458101339 |
| 2018-07-01 | 24.3759889428988 |
| 2018-08-01 | 24.4498511835429 |
| 2018-09-01 | 24.2774912718801 |
| 2018-10-01 | 24.5108646150321 |
| 2018-11-01 | 24.5338336367928 |
| 2018-12-01 | 25.0638041477488 |
| 2019-01-01 | 24.4573859378229 |
| 2019-02-01 | 24.5932413822609 |
| 2019-03-01 | 24.5684454114611 |
| 2019-04-01 | 24.6586560005649 |
| 2019-05-01 | 24.7017517858711 |
| 2019-06-01 | 25.0340140166762 |
| 2019-07-01 | 25.0096772111042 |
| 2019-08-01 | 25.1450032123508 |
| 2019-09-01 | 25.0751474592582 |
| 2019-10-01 | 25.0686419562038 |
| 2019-11-01 | 25.1563167051239 |
| 2019-12-01 | 25.1415051030460 |
| 2020-01-01 | 25.1223863782458 |
| 2020-02-01 | 25.5495486798231 |
| 2020-03-01 | 25.1300949267037 |
| 2020-04-01 | 22.9513341005068 |
| 2020-05-01 | 24.7513554793969 |
| 2020-06-01 | 24.4188863326336 |
| 2020-07-01 | 24.3326005917362 |
| 2020-08-01 | 24.0363865192960 |
| 2020-09-01 | 24.0538841563818 |
| 2020-10-01 | 24.5416293431771 |
| 2020-11-01 | 24.5031247107645 |
| 2020-12-01 | 24.5280424239942 |
| 2021-01-01 | 24.5876469420850 |
| 2021-02-01 | 24.7166624915060 |
| 2021-03-01 | 24.8931958885162 |
| 2021-04-01 | 24.9278222758538 |
| 2021-05-01 | 26.4693778401354 |
| 2021-06-01 | 25.2350978084739 |
| 2021-07-01 | 25.4603044492438 |
| 2021-08-01 | 25.3089463454867 |
| 2021-09-01 | 25.4346829503743 |
| 2021-10-01 | 25.5125841492783 |
| 2021-11-01 | 25.5552378413086 |
| 2021-12-01 | 25.4282941311620 |
| 2022-01-01 | 25.9518234593792 |
| 2022-02-01 | 25.9851513085609 |
| 2022-03-01 | 26.1311012083678 |
| 2022-04-01 | 26.3891674128503 |
| 2022-05-01 | 26.6067688307832 |
| 2022-06-01 | 26.8719659668320 |
| 2022-07-01 | 26.7782095227611 |
| 2022-08-01 | 26.9983303678175 |
| 2022-09-01 | 27.2130938405540 |
| 2022-10-01 | 27.2824573022521 |
| 2022-11-01 | 27.1998957533569 |
| 2022-12-01 | 27.3379303193863 |
| 2023-01-01 | 27.2986197920265 |
| 2023-02-01 | 27.4530024279913 |
| 2023-03-01 | 27.2504350100157 |
| 2023-04-01 | 27.3046879119617 |
| 2023-05-01 | 27.5729626705978 |
| 2023-06-01 | 27.5418083635260 |
| 2023-07-01 | 27.5231768826024 |
| 2023-08-01 | 27.4901300952658 |
| 2023-09-01 | 27.5156900879295 |
| 2023-10-01 | 27.2413761121517 |
| 2023-11-01 | 27.2069518632279 |
| 2023-12-01 | 27.2575644686423 |
| 2024-01-01 | 27.1401679603525 |
| 2024-02-01 | 27.0994768949596 |
| 2024-03-01 | 27.0500130064633 |
| 2024-04-01 | 26.9988638813917 |
| 2024-05-01 | 27.2691402894408 |
| 2024-06-01 | 27.5355715756883 |
| 2024-07-01 | 27.2873923738023 |
| 2024-08-01 | 27.1901860224465 |
| 2024-09-01 | 26.8234398226300 |
| 2024-10-01 | 26.8075237269494 |
| 2024-11-01 | 26.7904342902415 |
| 2024-12-01 | 26.8808172698651 |
| 2025-01-01 | 26.8667787579845 |
| 2025-02-01 | 26.7322390601283 |
| 2025-03-01 | 27.1374708009662 |
| 2025-04-01 | 27.5755589040472 |
| 2025-05-01 | 26.6747637501724 |
| 2025-06-01 | 26.6469093488909 |
| 2025-07-01 | 26.7720580617068 |
| 2025-08-01 | 26.7919918085859 |
| 2025-09-01 | 27.0451597744411 |
| 2025-10-01 | 27.3863296266952 |
| 2025-11-01 | 27.7582439553847 |
| 2025-12-01 | 27.1004109149380 |