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 2026-04-01 |
| Last Updated | 2026-05-26 1:50 PM 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 | 22.3792663837164 |
| 1990-02-01 | 23.0346122416957 |
| 1990-03-01 | 23.1743068788629 |
| 1990-04-01 | 23.5558580678988 |
| 1990-05-01 | 23.8447016039570 |
| 1990-06-01 | 24.0589912382786 |
| 1990-07-01 | 23.3101990168324 |
| 1990-08-01 | 23.4131953719710 |
| 1990-09-01 | 23.3440287653288 |
| 1990-10-01 | 22.8940921676521 |
| 1990-11-01 | 22.8592169876533 |
| 1990-12-01 | 22.7417402169655 |
| 1991-01-01 | 21.2854744214599 |
| 1991-02-01 | 21.0200306412658 |
| 1991-03-01 | 21.0675374146708 |
| 1991-04-01 | 20.7361353012103 |
| 1991-05-01 | 20.6422247020639 |
| 1991-06-01 | 20.6673725772874 |
| 1991-07-01 | 20.6185144332748 |
| 1991-08-01 | 20.6109026451487 |
| 1991-09-01 | 20.7649050614002 |
| 1991-10-01 | 20.8218226763007 |
| 1991-11-01 | 20.7693607840686 |
| 1991-12-01 | 20.5364685795494 |
| 1992-01-01 | 20.5756715489674 |
| 1992-02-01 | 20.4840309323242 |
| 1992-03-01 | 20.4351155865530 |
| 1992-04-01 | 20.3186697517861 |
| 1992-05-01 | 20.2436991195537 |
| 1992-06-01 | 20.4909754915753 |
| 1992-07-01 | 20.4331296430978 |
| 1992-08-01 | 20.3124864596382 |
| 1992-09-01 | 20.3224068936686 |
| 1992-10-01 | 20.5320641802049 |
| 1992-11-01 | 20.3726995302991 |
| 1992-12-01 | 20.4054037918704 |
| 1993-01-01 | 20.0738077541962 |
| 1993-02-01 | 20.5453305000110 |
| 1993-03-01 | 20.4212263057788 |
| 1993-04-01 | 20.6100567102157 |
| 1993-05-01 | 20.6343052890263 |
| 1993-06-01 | 20.4019039436378 |
| 1993-07-01 | 20.5426847403938 |
| 1993-08-01 | 20.7126526197113 |
| 1993-09-01 | 21.5898258062277 |
| 1993-10-01 | 20.2470806283418 |
| 1993-11-01 | 20.3677546620756 |
| 1993-12-01 | 20.4613393750925 |
| 1994-01-01 | 20.3828723057815 |
| 1994-02-01 | 20.4274295309802 |
| 1994-03-01 | 20.5128755599336 |
| 1994-04-01 | 20.6090870545481 |
| 1994-05-01 | 20.3909616938811 |
| 1994-06-01 | 20.6144612222683 |
| 1994-07-01 | 20.5623017874907 |
| 1994-08-01 | 20.6119910910440 |
| 1994-09-01 | 20.8648447527361 |
| 1994-10-01 | 19.1530887267546 |
| 1994-11-01 | 19.4311158626116 |
| 1994-12-01 | 19.5802030958759 |
| 1995-01-01 | 20.2292016907808 |
| 1995-02-01 | 20.2536832545157 |
| 1995-03-01 | 20.4272934881116 |
| 1995-04-01 | 20.3050208971747 |
| 1995-05-01 | 20.9577418997835 |
| 1995-06-01 | 20.3010193335611 |
| 1995-07-01 | 19.0675585125707 |
| 1995-08-01 | 19.1139642151801 |
| 1995-09-01 | 19.1136447280519 |
| 1995-10-01 | 19.5674062662933 |
| 1995-11-01 | 19.4797315163619 |
| 1995-12-01 | 19.6765526911029 |
| 1996-01-01 | 17.9986704668126 |
| 1996-02-01 | 18.1167052462861 |
| 1996-03-01 | 17.8288310775424 |
| 1996-04-01 | 18.0193132005778 |
| 1996-05-01 | 18.9345539938382 |
| 1996-06-01 | 18.0762917401604 |
| 1996-07-01 | 18.6696063223625 |
| 1996-08-01 | 18.8323608009904 |
| 1996-09-01 | 19.1576575729140 |
| 1996-10-01 | 18.6546614768551 |
| 1996-11-01 | 18.7161365512894 |
| 1996-12-01 | 18.5281692372327 |
| 1997-01-01 | 18.8059433862778 |
| 1997-02-01 | 18.6785634601004 |
| 1997-03-01 | 18.9453426249926 |
| 1997-04-01 | 18.9403890733607 |
| 1997-05-01 | 19.2555500058269 |
| 1997-06-01 | 19.0412428271478 |
| 1997-07-01 | 18.7491545326105 |
| 1997-08-01 | 18.7469482359083 |
| 1997-09-01 | 18.7775465803129 |
| 1997-10-01 | 19.5478510009155 |
| 1997-11-01 | 19.3773202948399 |
| 1997-12-01 | 18.9699859855017 |
| 1998-01-01 | 19.0252548416859 |
| 1998-02-01 | 19.0298321973652 |
| 1998-03-01 | 19.1484840885363 |
| 1998-04-01 | 19.3433422672714 |
| 1998-05-01 | 19.0764150582881 |
| 1998-06-01 | 19.2096974864633 |
| 1998-07-01 | 19.4409492328392 |
| 1998-08-01 | 19.4805635867703 |
| 1998-09-01 | 19.4134331053038 |
| 1998-10-01 | 19.3506572278195 |
| 1998-11-01 | 19.3565480903604 |
| 1998-12-01 | 19.3958191829281 |
| 1999-01-01 | 18.9215278022095 |
| 1999-02-01 | 19.1466063496651 |
| 1999-03-01 | 19.3390415532285 |
| 1999-04-01 | 19.3131792762634 |
| 1999-05-01 | 19.6385205251750 |
| 1999-06-01 | 19.8984503156805 |
| 1999-07-01 | 19.9386515400965 |
| 1999-08-01 | 20.0157432859763 |
| 1999-09-01 | 20.2415330129017 |
| 1999-10-01 | 20.3770113188773 |
| 1999-11-01 | 20.4798101519575 |
| 1999-12-01 | 20.6405261991937 |
| 2000-01-01 | 20.4559691773562 |
| 2000-02-01 | 20.7346321048460 |
| 2000-03-01 | 20.5991302752924 |
| 2000-04-01 | 20.2773597751440 |
| 2000-05-01 | 20.2994791744451 |
| 2000-06-01 | 20.5072114220247 |
| 2000-07-01 | 20.6538419773249 |
| 2000-08-01 | 20.8710425307006 |
| 2000-09-01 | 20.6908012076324 |
| 2000-10-01 | 20.5952693661982 |
| 2000-11-01 | 20.5209094723993 |
| 2000-12-01 | 20.9036428997768 |
| 2001-01-01 | 20.4355160150070 |
| 2001-02-01 | 20.5798619345622 |
| 2001-03-01 | 20.5634589025535 |
| 2001-04-01 | 20.7441608260935 |
| 2001-05-01 | 21.0783170445748 |
| 2001-06-01 | 20.8488150596495 |
| 2001-07-01 | 20.7780566412632 |
| 2001-08-01 | 20.7001556810986 |
| 2001-09-01 | 20.6103023645826 |
| 2001-10-01 | 20.7207509019598 |
| 2001-11-01 | 20.7668017106995 |
| 2001-12-01 | 20.6270716108404 |
| 2002-01-01 | 20.4789651445533 |
| 2002-02-01 | 20.2318531160968 |
| 2002-03-01 | 20.1194907576500 |
| 2002-04-01 | 20.0072438926379 |
| 2002-05-01 | 19.7466250006134 |
| 2002-06-01 | 19.5954395099248 |
| 2002-07-01 | 19.3117478351309 |
| 2002-08-01 | 19.2226747070508 |
| 2002-09-01 | 19.1294256155310 |
| 2002-10-01 | 19.0314843112281 |
| 2002-11-01 | 18.8863108878811 |
| 2002-12-01 | 19.0913560521673 |
| 2003-01-01 | 19.1324648326822 |
| 2003-02-01 | 18.9856067304820 |
| 2003-03-01 | 19.0754828936833 |
| 2003-04-01 | 18.9680212650061 |
| 2003-05-01 | 18.9251019618695 |
| 2003-06-01 | 18.8500609234845 |
| 2003-07-01 | 18.9390213631509 |
| 2003-08-01 | 18.8094837771509 |
| 2003-09-01 | 18.8234894761735 |
| 2003-10-01 | 18.9476001494410 |
| 2003-11-01 | 18.9033727775960 |
| 2003-12-01 | 19.0821700110593 |
| 2004-01-01 | 19.1147295267031 |
| 2004-02-01 | 19.1464064877487 |
| 2004-03-01 | 19.0280255025811 |
| 2004-04-01 | 18.8297170463744 |
| 2004-05-01 | 19.0994165661330 |
| 2004-06-01 | 18.9002167409933 |
| 2004-07-01 | 19.2536131017430 |
| 2004-08-01 | 19.8764948828377 |
| 2004-09-01 | 19.6243607836952 |
| 2004-10-01 | 19.3545548708860 |
| 2004-11-01 | 19.8044782555275 |
| 2004-12-01 | 19.4951748344100 |
| 2005-01-01 | 19.7336658315597 |
| 2005-02-01 | 19.5948151123353 |
| 2005-03-01 | 19.2899441591268 |
| 2005-04-01 | 19.7958824079543 |
| 2005-05-01 | 19.8577765217820 |
| 2005-06-01 | 19.9425453860815 |
| 2005-07-01 | 20.3699780645380 |
| 2005-08-01 | 20.1345779418675 |
| 2005-09-01 | 20.2135909214802 |
| 2005-10-01 | 20.3702876317051 |
| 2005-11-01 | 20.2856484520394 |
| 2005-12-01 | 20.3414207760022 |
| 2006-01-01 | 20.1636493834806 |
| 2006-02-01 | 20.3481532409982 |
| 2006-03-01 | 20.4557190647578 |
| 2006-04-01 | 20.4457420941785 |
| 2006-05-01 | 20.6047275613962 |
| 2006-06-01 | 20.6745444436076 |
| 2006-07-01 | 20.6836564240006 |
| 2006-08-01 | 20.7013640079834 |
| 2006-09-01 | 20.7248848435515 |
| 2006-10-01 | 20.6797766551885 |
| 2006-11-01 | 20.7418439700910 |
| 2006-12-01 | 21.1189334593439 |
| 2007-01-01 | 20.9925626786748 |
| 2007-02-01 | 21.1920109250582 |
| 2007-03-01 | 21.2325749555306 |
| 2007-04-01 | 21.5048689061168 |
| 2007-05-01 | 21.1155655235615 |
| 2007-06-01 | 21.1919307991840 |
| 2007-07-01 | 21.2985929212028 |
| 2007-08-01 | 21.4905181031945 |
| 2007-09-01 | 21.3414701331210 |
| 2007-10-01 | 21.4882781061022 |
| 2007-11-01 | 21.5025035606679 |
| 2007-12-01 | 22.2213931732304 |
| 2008-01-01 | 21.6972677895487 |
| 2008-02-01 | 21.7334530776380 |
| 2008-03-01 | 21.5110766774663 |
| 2008-04-01 | 21.9643803539732 |
| 2008-05-01 | 22.1170948909902 |
| 2008-06-01 | 22.5013792561029 |
| 2008-07-01 | 22.1050875712821 |
| 2008-08-01 | 21.9913921161899 |
| 2008-09-01 | 22.2836865185499 |
| 2008-10-01 | 22.1801916516993 |
| 2008-11-01 | 22.2618073753934 |
| 2008-12-01 | 23.0355581813887 |
| 2009-01-01 | 21.9856275192942 |
| 2009-02-01 | 21.7709634678827 |
| 2009-03-01 | 21.7008883847501 |
| 2009-04-01 | 21.5611407808799 |
| 2009-05-01 | 21.1855941901600 |
| 2009-06-01 | 21.2086771697023 |
| 2009-07-01 | 21.0983701786787 |
| 2009-08-01 | 21.1036553908637 |
| 2009-09-01 | 21.1191176949815 |
| 2009-10-01 | 20.9613650117325 |
| 2009-11-01 | 21.1080559057900 |
| 2009-12-01 | 20.7642434620597 |
| 2010-01-01 | 21.4754784300832 |
| 2010-02-01 | 21.1335076327769 |
| 2010-03-01 | 20.8997258814836 |
| 2010-04-01 | 20.8678826311180 |
| 2010-05-01 | 20.9463225528304 |
| 2010-06-01 | 20.7203134107969 |
| 2010-07-01 | 20.6626159501343 |
| 2010-08-01 | 20.5052748489010 |
| 2010-09-01 | 20.4592620057710 |
| 2010-10-01 | 20.4260678529475 |
| 2010-11-01 | 19.9489364241241 |
| 2010-12-01 | 20.0680064757421 |
| 2011-01-01 | 20.6024095698524 |
| 2011-02-01 | 20.2265733187675 |
| 2011-03-01 | 20.3051067227320 |
| 2011-04-01 | 20.5040606170330 |
| 2011-05-01 | 20.5042479821601 |
| 2011-06-01 | 20.8324510894125 |
| 2011-07-01 | 20.6940634513420 |
| 2011-08-01 | 20.8842303074941 |
| 2011-09-01 | 20.7644611390693 |
| 2011-10-01 | 20.8919995943459 |
| 2011-11-01 | 21.3952131889460 |
| 2011-12-01 | 21.7421191332589 |
| 2012-01-01 | 22.2709803710230 |
| 2012-02-01 | 22.2806662936388 |
| 2012-03-01 | 22.0206999694471 |
| 2012-04-01 | 21.8199844133785 |
| 2012-05-01 | 21.9788102105571 |
| 2012-06-01 | 21.8407314949490 |
| 2012-07-01 | 21.9118554858305 |
| 2012-08-01 | 21.9250837801639 |
| 2012-09-01 | 21.9568597111715 |
| 2012-10-01 | 22.0658076099136 |
| 2012-11-01 | 22.2317346028498 |
| 2012-12-01 | 22.0752918966151 |
| 2013-01-01 | 22.4643655190870 |
| 2013-02-01 | 22.6807549756274 |
| 2013-03-01 | 22.6612290836085 |
| 2013-04-01 | 22.8401259284620 |
| 2013-05-01 | 23.0591877497296 |
| 2013-06-01 | 22.8548464226386 |
| 2013-07-01 | 23.0318515026569 |
| 2013-08-01 | 22.8337458092970 |
| 2013-09-01 | 22.8071109925631 |
| 2013-10-01 | 23.0414552544522 |
| 2013-11-01 | 22.9543874158103 |
| 2013-12-01 | 23.1075733184548 |
| 2014-01-01 | 22.9641990569681 |
| 2014-02-01 | 23.1136032953795 |
| 2014-03-01 | 23.3320608113506 |
| 2014-04-01 | 23.2525323973707 |
| 2014-05-01 | 23.2545122240927 |
| 2014-06-01 | 23.7439530880395 |
| 2014-07-01 | 23.9483942355720 |
| 2014-08-01 | 24.5461210583416 |
| 2014-09-01 | 24.4477728989725 |
| 2014-10-01 | 24.3239968629256 |
| 2014-11-01 | 24.1790102059148 |
| 2014-12-01 | 24.7149070768871 |
| 2015-01-01 | 24.7491065852218 |
| 2015-02-01 | 24.8346855626491 |
| 2015-03-01 | 25.5286422209405 |
| 2015-04-01 | 25.3840649737790 |
| 2015-05-01 | 25.3748354678936 |
| 2015-06-01 | 25.2093890984232 |
| 2015-07-01 | 25.1719203940718 |
| 2015-08-01 | 25.1598085649963 |
| 2015-09-01 | 24.3869440798607 |
| 2015-10-01 | 24.7971219860596 |
| 2015-11-01 | 24.8165152565101 |
| 2015-12-01 | 24.6193509033510 |
| 2016-01-01 | 24.5180636519672 |
| 2016-02-01 | 24.4393273099986 |
| 2016-03-01 | 24.3352397594467 |
| 2016-04-01 | 24.5258681880677 |
| 2016-05-01 | 24.7021034372750 |
| 2016-06-01 | 24.2277037643585 |
| 2016-07-01 | 24.3026525529564 |
| 2016-08-01 | 24.5994924267168 |
| 2016-09-01 | 24.7657104545103 |
| 2016-10-01 | 24.4752798825002 |
| 2016-11-01 | 24.3709145626601 |
| 2016-12-01 | 24.2009564191079 |
| 2017-01-01 | 24.3662440792230 |
| 2017-02-01 | 24.3051304243588 |
| 2017-03-01 | 24.3301208997663 |
| 2017-04-01 | 24.2888030333279 |
| 2017-05-01 | 24.3204450086912 |
| 2017-06-01 | 24.5460700154284 |
| 2017-07-01 | 24.5491191877091 |
| 2017-08-01 | 24.2550423023060 |
| 2017-09-01 | 24.5662000123990 |
| 2017-10-01 | 24.2391473490750 |
| 2017-11-01 | 24.4365864050129 |
| 2017-12-01 | 24.9893377002853 |
| 2018-01-01 | 24.6121199837294 |
| 2018-02-01 | 24.5505958303348 |
| 2018-03-01 | 24.4068672038255 |
| 2018-04-01 | 24.4746792282388 |
| 2018-05-01 | 24.3177302527788 |
| 2018-06-01 | 24.3415972515390 |
| 2018-07-01 | 24.3755901241637 |
| 2018-08-01 | 24.4510509548253 |
| 2018-09-01 | 24.2770044424751 |
| 2018-10-01 | 24.5055325452206 |
| 2018-11-01 | 24.5339035800850 |
| 2018-12-01 | 25.0645423853492 |
| 2019-01-01 | 24.4574429192920 |
| 2019-02-01 | 24.5945725357645 |
| 2019-03-01 | 24.5687678450577 |
| 2019-04-01 | 24.6648177664361 |
| 2019-05-01 | 24.6979825531025 |
| 2019-06-01 | 25.0354740613202 |
| 2019-07-01 | 25.0092348067224 |
| 2019-08-01 | 25.1465207385961 |
| 2019-09-01 | 25.0741205658352 |
| 2019-10-01 | 25.0602240269146 |
| 2019-11-01 | 25.1532821667299 |
| 2019-12-01 | 25.1434373104798 |
| 2020-01-01 | 25.1236571155143 |
| 2020-02-01 | 25.5532366984800 |
| 2020-03-01 | 25.1334760933676 |
| 2020-04-01 | 22.9603467873666 |
| 2020-05-01 | 24.7469752012466 |
| 2020-06-01 | 24.4208306158679 |
| 2020-07-01 | 24.3299824205300 |
| 2020-08-01 | 24.0348858063512 |
| 2020-09-01 | 24.0491067527140 |
| 2020-10-01 | 24.5295846741815 |
| 2020-11-01 | 24.4945417615434 |
| 2020-12-01 | 24.5325378748933 |
| 2021-01-01 | 24.5938987159200 |
| 2021-02-01 | 24.7275482661295 |
| 2021-03-01 | 24.9038016094028 |
| 2021-04-01 | 24.9427237780133 |
| 2021-05-01 | 26.4639849201244 |
| 2021-06-01 | 25.2334942867024 |
| 2021-07-01 | 25.4538791597555 |
| 2021-08-01 | 25.3089333259836 |
| 2021-09-01 | 25.4098859190218 |
| 2021-10-01 | 25.4946970901135 |
| 2021-11-01 | 25.5305328619632 |
| 2021-12-01 | 25.4369181627331 |
| 2022-01-01 | 25.9692065959732 |
| 2022-02-01 | 26.0024068768739 |
| 2022-03-01 | 26.1891353084989 |
| 2022-04-01 | 26.4326433860521 |
| 2022-05-01 | 26.5831971133215 |
| 2022-06-01 | 26.8501719620346 |
| 2022-07-01 | 26.7487547172590 |
| 2022-08-01 | 26.9740049732886 |
| 2022-09-01 | 27.1607137607424 |
| 2022-10-01 | 27.2824209362852 |
| 2022-11-01 | 27.1604407264237 |
| 2022-12-01 | 27.3555382471943 |
| 2023-01-01 | 27.3426899443622 |
| 2023-02-01 | 27.4678507123728 |
| 2023-03-01 | 27.3758487325597 |
| 2023-04-01 | 27.3940757135515 |
| 2023-05-01 | 27.5173954076985 |
| 2023-06-01 | 27.4858617234025 |
| 2023-07-01 | 27.4572088399989 |
| 2023-08-01 | 27.4270232941769 |
| 2023-09-01 | 27.4308399240142 |
| 2023-10-01 | 27.2681343549355 |
| 2023-11-01 | 27.1597641066554 |
| 2023-12-01 | 27.2874371523452 |
| 2024-01-01 | 27.2176389726292 |
| 2024-02-01 | 27.1095420971866 |
| 2024-03-01 | 27.2560097451827 |
| 2024-04-01 | 27.1401436644510 |
| 2024-05-01 | 27.1738240472051 |
| 2024-06-01 | 27.3388688643595 |
| 2024-07-01 | 27.0762703869355 |
| 2024-08-01 | 26.8730599791998 |
| 2024-09-01 | 26.5140171507750 |
| 2024-10-01 | 26.7702326127270 |
| 2024-11-01 | 26.7473423433712 |
| 2024-12-01 | 26.8243106482279 |
| 2025-01-01 | 26.5799113488032 |
| 2025-02-01 | 26.2385237685948 |
| 2025-03-01 | 26.2993978354260 |
| 2025-04-01 | 26.2553042227456 |
| 2025-05-01 | 26.3464791991478 |
| 2025-06-01 | 26.3169921678688 |
| 2025-07-01 | 26.4265455151097 |
| 2025-08-01 | 26.4392264585804 |
| 2025-09-01 | 26.3137690721840 |
| 2025-10-01 | 26.2712367891619 |
| 2025-11-01 | 26.4217996890462 |
| 2025-12-01 | 25.6552435195458 |
| 2026-01-01 | 26.1182606743005 |
| 2026-02-01 | 26.3513058934809 |
| 2026-03-01 | 26.3233970967518 |
| 2026-04-01 | 26.4624713458634 |