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 2024-09-01 |
| Last Updated | 2024-10-23 5:11 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 | 22.378983321048498 |
| 1990-02-01 | 23.034702649680300 |
| 1990-03-01 | 23.174369874435300 |
| 1990-04-01 | 23.555906782736397 |
| 1990-05-01 | 23.844791496167000 |
| 1990-06-01 | 24.059089379549200 |
| 1990-07-01 | 23.310311306543497 |
| 1990-08-01 | 23.413346414404696 |
| 1990-09-01 | 23.344079124026800 |
| 1990-10-01 | 22.893891283695698 |
| 1990-11-01 | 22.859172112505700 |
| 1990-12-01 | 22.741629582561004 |
| 1991-01-01 | 21.285144981174700 |
| 1991-02-01 | 21.020088024033400 |
| 1991-03-01 | 21.067565386926200 |
| 1991-04-01 | 20.736157052537500 |
| 1991-05-01 | 20.642297211668300 |
| 1991-06-01 | 20.667468211139198 |
| 1991-07-01 | 20.618660879602302 |
| 1991-08-01 | 20.611160174062200 |
| 1991-09-01 | 20.765104022452500 |
| 1991-10-01 | 20.821546663228800 |
| 1991-11-01 | 20.769332082764002 |
| 1991-12-01 | 20.536390534135197 |
| 1992-01-01 | 20.575131584296700 |
| 1992-02-01 | 20.484051877575702 |
| 1992-03-01 | 20.435108497570397 |
| 1992-04-01 | 20.318672296090300 |
| 1992-05-01 | 20.243753066600000 |
| 1992-06-01 | 20.491107167600802 |
| 1992-07-01 | 20.433251276278998 |
| 1992-08-01 | 20.312831380215698 |
| 1992-09-01 | 20.322769013481400 |
| 1992-10-01 | 20.531777849164200 |
| 1992-11-01 | 20.372834011208198 |
| 1992-12-01 | 20.405621933648500 |
| 1993-01-01 | 20.072821235448000 |
| 1993-02-01 | 20.545147010233000 |
| 1993-03-01 | 20.421111475916900 |
| 1993-04-01 | 20.610023814916100 |
| 1993-05-01 | 20.634337664039897 |
| 1993-06-01 | 20.402099656670398 |
| 1993-07-01 | 20.542807478992000 |
| 1993-08-01 | 20.713072453382200 |
| 1993-09-01 | 21.590394675404600 |
| 1993-10-01 | 20.246859838900600 |
| 1993-11-01 | 20.368053202796100 |
| 1993-12-01 | 20.461849434257900 |
| 1994-01-01 | 20.381413369791500 |
| 1994-02-01 | 20.427041300968998 |
| 1994-03-01 | 20.512647919693400 |
| 1994-04-01 | 20.609013423191303 |
| 1994-05-01 | 20.390999638522600 |
| 1994-06-01 | 20.614714587922700 |
| 1994-07-01 | 20.562401651728000 |
| 1994-08-01 | 20.612429449765000 |
| 1994-09-01 | 20.865506205964600 |
| 1994-10-01 | 19.152966516202000 |
| 1994-11-01 | 19.431645633611602 |
| 1994-12-01 | 19.580968116901800 |
| 1995-01-01 | 20.227497109733600 |
| 1995-02-01 | 20.253066113299898 |
| 1995-03-01 | 20.426932408145397 |
| 1995-04-01 | 20.304882903943500 |
| 1995-05-01 | 20.957777084429600 |
| 1995-06-01 | 20.301287503693000 |
| 1995-07-01 | 19.067683381834396 |
| 1995-08-01 | 19.114389791400200 |
| 1995-09-01 | 19.114363416119200 |
| 1995-10-01 | 19.567393731354700 |
| 1995-11-01 | 19.480339805593200 |
| 1995-12-01 | 19.677324351621700 |
| 1996-01-01 | 17.996944462727600 |
| 1996-02-01 | 18.116067867779500 |
| 1996-03-01 | 17.828447127212900 |
| 1996-04-01 | 18.019155066667302 |
| 1996-05-01 | 18.934603826523603 |
| 1996-06-01 | 18.076543861374397 |
| 1996-07-01 | 18.669690854860700 |
| 1996-08-01 | 18.832668520275000 |
| 1996-09-01 | 19.158241365153398 |
| 1996-10-01 | 18.654783709628700 |
| 1996-11-01 | 18.716811325375500 |
| 1996-12-01 | 18.528928119341000 |
| 1997-01-01 | 18.804400924468300 |
| 1997-02-01 | 18.677922419505000 |
| 1997-03-01 | 18.944961444991100 |
| 1997-04-01 | 18.940248886596800 |
| 1997-05-01 | 19.255616533377303 |
| 1997-06-01 | 19.041446624531602 |
| 1997-07-01 | 18.749253381202800 |
| 1997-08-01 | 18.747134517232400 |
| 1997-09-01 | 18.777973137658602 |
| 1997-10-01 | 19.548044392253600 |
| 1997-11-01 | 19.377860072790998 |
| 1997-12-01 | 18.970488733496600 |
| 1998-01-01 | 19.024110978817397 |
| 1998-02-01 | 19.029376601254200 |
| 1998-03-01 | 19.148199374118000 |
| 1998-04-01 | 19.343252298220400 |
| 1998-05-01 | 19.076507324410500 |
| 1998-06-01 | 19.209826952311000 |
| 1998-07-01 | 19.441034697486998 |
| 1998-08-01 | 19.480643761588300 |
| 1998-09-01 | 19.413654030322900 |
| 1998-10-01 | 19.350816015171798 |
| 1998-11-01 | 19.356940636870200 |
| 1998-12-01 | 19.396051336278898 |
| 1999-01-01 | 18.920872496840104 |
| 1999-02-01 | 19.146331441802500 |
| 1999-03-01 | 19.338853398177700 |
| 1999-04-01 | 19.313139343287300 |
| 1999-05-01 | 19.638607305210602 |
| 1999-06-01 | 19.898506715272898 |
| 1999-07-01 | 19.938744380749200 |
| 1999-08-01 | 20.015778980669400 |
| 1999-09-01 | 20.241661021368000 |
| 1999-10-01 | 20.377078608886300 |
| 1999-11-01 | 20.479986244437303 |
| 1999-12-01 | 20.640517200351102 |
| 2000-01-01 | 20.455635462659500 |
| 2000-02-01 | 20.734578129395800 |
| 2000-03-01 | 20.599071496967397 |
| 2000-04-01 | 20.277377802867600 |
| 2000-05-01 | 20.299552771975200 |
| 2000-06-01 | 20.507233562956700 |
| 2000-07-01 | 20.653879584439000 |
| 2000-08-01 | 20.871022096120600 |
| 2000-09-01 | 20.690839471330200 |
| 2000-10-01 | 20.595295819953300 |
| 2000-11-01 | 20.520994959815102 |
| 2000-12-01 | 20.903633272610396 |
| 2001-01-01 | 20.435311110170200 |
| 2001-02-01 | 20.579853802178600 |
| 2001-03-01 | 20.563449209738103 |
| 2001-04-01 | 20.744213837761897 |
| 2001-05-01 | 21.078375233970398 |
| 2001-06-01 | 20.848832229386698 |
| 2001-07-01 | 20.778074414541300 |
| 2001-08-01 | 20.700110524113400 |
| 2001-09-01 | 20.610315508404900 |
| 2001-10-01 | 20.720760497556103 |
| 2001-11-01 | 20.766813172713600 |
| 2001-12-01 | 20.627060501994800 |
| 2002-01-01 | 20.478870776870700 |
| 2002-02-01 | 20.231859363544600 |
| 2002-03-01 | 20.119496760524303 |
| 2002-04-01 | 20.007286515397400 |
| 2002-05-01 | 19.746665201847800 |
| 2002-06-01 | 19.595449513698398 |
| 2002-07-01 | 19.311756599240300 |
| 2002-08-01 | 19.222636634254602 |
| 2002-09-01 | 19.129425826317803 |
| 2002-10-01 | 19.031479239806000 |
| 2002-11-01 | 18.886310190546500 |
| 2002-12-01 | 19.091338858134300 |
| 2003-01-01 | 19.132460698051600 |
| 2003-02-01 | 18.985603025772600 |
| 2003-03-01 | 19.075481922110400 |
| 2003-04-01 | 18.968036619381500 |
| 2003-05-01 | 18.925120675760898 |
| 2003-06-01 | 18.850066776096998 |
| 2003-07-01 | 18.939031266387200 |
| 2003-08-01 | 18.809465945867103 |
| 2003-09-01 | 18.823488632054400 |
| 2003-10-01 | 18.947592145578700 |
| 2003-11-01 | 18.903372816922100 |
| 2003-12-01 | 19.082161215876000 |
| 2004-01-01 | 19.114728415908900 |
| 2004-02-01 | 19.146406795179300 |
| 2004-03-01 | 19.028028764983198 |
| 2004-04-01 | 18.829711489251803 |
| 2004-05-01 | 19.099419244730400 |
| 2004-06-01 | 18.900224399305700 |
| 2004-07-01 | 19.253629192549600 |
| 2004-08-01 | 19.876500360217100 |
| 2004-09-01 | 19.624362366367100 |
| 2004-10-01 | 19.354547643900197 |
| 2004-11-01 | 19.804476967381900 |
| 2004-12-01 | 19.495149375821500 |
| 2005-01-01 | 19.733662035616300 |
| 2005-02-01 | 19.594813361672898 |
| 2005-03-01 | 19.289946914744803 |
| 2005-04-01 | 19.795871968265300 |
| 2005-05-01 | 19.857782146055800 |
| 2005-06-01 | 19.942556588348502 |
| 2005-07-01 | 20.370003734919500 |
| 2005-08-01 | 20.134592227671600 |
| 2005-09-01 | 20.213605290995602 |
| 2005-10-01 | 20.370292837256200 |
| 2005-11-01 | 20.285658413754398 |
| 2005-12-01 | 20.341307959453400 |
| 2006-01-01 | 20.163654059966300 |
| 2006-02-01 | 20.348158683177100 |
| 2006-03-01 | 20.455728753390602 |
| 2006-04-01 | 20.445735250985700 |
| 2006-05-01 | 20.604737905475500 |
| 2006-06-01 | 20.674561657995700 |
| 2006-07-01 | 20.683692293748500 |
| 2006-08-01 | 20.701387036683200 |
| 2006-09-01 | 20.724914907743198 |
| 2006-10-01 | 20.679803557105900 |
| 2006-11-01 | 20.741875845634603 |
| 2006-12-01 | 21.118672907564500 |
| 2007-01-01 | 20.992589083040000 |
| 2007-02-01 | 21.192034048998100 |
| 2007-03-01 | 21.232598390592198 |
| 2007-04-01 | 21.504874076758300 |
| 2007-05-01 | 21.115583730979500 |
| 2007-06-01 | 21.191953375360000 |
| 2007-07-01 | 21.298631897150700 |
| 2007-08-01 | 21.490544778261498 |
| 2007-09-01 | 21.341509059253198 |
| 2007-10-01 | 21.488318204383503 |
| 2007-11-01 | 21.502573971965500 |
| 2007-12-01 | 22.220997200031800 |
| 2008-01-01 | 21.697317415944000 |
| 2008-02-01 | 21.733489922890800 |
| 2008-03-01 | 21.511111298960700 |
| 2008-04-01 | 21.964396691298700 |
| 2008-05-01 | 22.117120375831700 |
| 2008-06-01 | 22.501404480971800 |
| 2008-07-01 | 22.105122134520002 |
| 2008-08-01 | 21.991416018970604 |
| 2008-09-01 | 22.283736130187002 |
| 2008-10-01 | 22.180236320672000 |
| 2008-11-01 | 22.261903154141800 |
| 2008-12-01 | 23.035090190562100 |
| 2009-01-01 | 21.985692852212200 |
| 2009-02-01 | 21.771008332147500 |
| 2009-03-01 | 21.700927162456000 |
| 2009-04-01 | 21.561165078779200 |
| 2009-05-01 | 21.185623328278900 |
| 2009-06-01 | 21.208701188417603 |
| 2009-07-01 | 21.098395012834900 |
| 2009-08-01 | 21.103670704861397 |
| 2009-09-01 | 21.119169929100100 |
| 2009-10-01 | 20.961402057447300 |
| 2009-11-01 | 21.108166100697500 |
| 2009-12-01 | 20.763786489889300 |
| 2010-01-01 | 21.475548309081300 |
| 2010-02-01 | 21.133551308154600 |
| 2010-03-01 | 20.899760933095500 |
| 2010-04-01 | 20.867908687076000 |
| 2010-05-01 | 20.946349820609697 |
| 2010-06-01 | 20.720332250916602 |
| 2010-07-01 | 20.662629608926700 |
| 2010-08-01 | 20.505280025254198 |
| 2010-09-01 | 20.459312294517500 |
| 2010-10-01 | 20.426092842577397 |
| 2010-11-01 | 19.949031101111697 |
| 2010-12-01 | 20.067633063784303 |
| 2011-01-01 | 20.602472190260603 |
| 2011-02-01 | 20.226612534782300 |
| 2011-03-01 | 20.305135658615200 |
| 2011-04-01 | 20.504087192303697 |
| 2011-05-01 | 20.504265412488900 |
| 2011-06-01 | 20.832466781623000 |
| 2011-07-01 | 20.694069685306600 |
| 2011-08-01 | 20.884222309157500 |
| 2011-09-01 | 20.764498188787602 |
| 2011-10-01 | 20.892006448436803 |
| 2011-11-01 | 21.395260181260102 |
| 2011-12-01 | 21.741894964845900 |
| 2012-01-01 | 22.271022319256897 |
| 2012-02-01 | 22.280688683952800 |
| 2012-03-01 | 22.020752618104602 |
| 2012-04-01 | 21.820000743761398 |
| 2012-05-01 | 21.978809413485102 |
| 2012-06-01 | 21.840737853371100 |
| 2012-07-01 | 21.911852148050900 |
| 2012-08-01 | 21.925063491833100 |
| 2012-09-01 | 21.956879636161798 |
| 2012-10-01 | 22.065808578565896 |
| 2012-11-01 | 22.231723364496798 |
| 2012-12-01 | 22.075211794108895 |
| 2013-01-01 | 22.464391957500800 |
| 2013-02-01 | 22.680770652454200 |
| 2013-03-01 | 22.661313150910395 |
| 2013-04-01 | 22.840134120110697 |
| 2013-05-01 | 23.059157597056700 |
| 2013-06-01 | 22.854836233797002 |
| 2013-07-01 | 23.031835764448300 |
| 2013-08-01 | 22.833714721223103 |
| 2013-09-01 | 22.807094426918200 |
| 2013-10-01 | 23.041472831038200 |
| 2013-11-01 | 22.954348749690000 |
| 2013-12-01 | 23.107588654949000 |
| 2014-01-01 | 22.964224743945300 |
| 2014-02-01 | 23.113622431160497 |
| 2014-03-01 | 23.332189288433600 |
| 2014-04-01 | 23.252537563042697 |
| 2014-05-01 | 23.254464416778700 |
| 2014-06-01 | 23.743934728351498 |
| 2014-07-01 | 23.948369269315000 |
| 2014-08-01 | 24.545865850661200 |
| 2014-09-01 | 24.447689763706602 |
| 2014-10-01 | 24.324319528270003 |
| 2014-11-01 | 24.178929038416500 |
| 2014-12-01 | 24.714965842659304 |
| 2015-01-01 | 24.749122650796700 |
| 2015-02-01 | 24.834713340109502 |
| 2015-03-01 | 25.528788382694500 |
| 2015-04-01 | 25.384087715306200 |
| 2015-05-01 | 25.374791541191602 |
| 2015-06-01 | 25.209365827889400 |
| 2015-07-01 | 25.171868875110302 |
| 2015-08-01 | 25.159295566129302 |
| 2015-09-01 | 24.386757711200800 |
| 2015-10-01 | 24.797699466160100 |
| 2015-11-01 | 24.816374317790103 |
| 2015-12-01 | 24.619558733350700 |
| 2016-01-01 | 24.518075267493400 |
| 2016-02-01 | 24.439386594903700 |
| 2016-03-01 | 24.335442271754303 |
| 2016-04-01 | 24.525948183727998 |
| 2016-05-01 | 24.702097060893802 |
| 2016-06-01 | 24.227658427019000 |
| 2016-07-01 | 24.302518882705100 |
| 2016-08-01 | 24.598636948832700 |
| 2016-09-01 | 24.765351606203698 |
| 2016-10-01 | 24.476041802633098 |
| 2016-11-01 | 24.370703694523200 |
| 2016-12-01 | 24.201302192437800 |
| 2017-01-01 | 24.366272484451500 |
| 2017-02-01 | 24.305619275825897 |
| 2017-03-01 | 24.330436255305400 |
| 2017-04-01 | 24.288619161264100 |
| 2017-05-01 | 24.320624958204302 |
| 2017-06-01 | 24.546168866337000 |
| 2017-07-01 | 24.549117074111802 |
| 2017-08-01 | 24.253357928387800 |
| 2017-09-01 | 24.565564479834105 |
| 2017-10-01 | 24.239467878135000 |
| 2017-11-01 | 24.436516992679895 |
| 2017-12-01 | 24.989920551760303 |
| 2018-01-01 | 24.612363939996900 |
| 2018-02-01 | 24.551773060140000 |
| 2018-03-01 | 24.407545887460900 |
| 2018-04-01 | 24.474441688525700 |
| 2018-05-01 | 24.318874199799400 |
| 2018-06-01 | 24.341817081630996 |
| 2018-07-01 | 24.374048111798600 |
| 2018-08-01 | 24.448326492398600 |
| 2018-09-01 | 24.275859675251603 |
| 2018-10-01 | 24.505150804759303 |
| 2018-11-01 | 24.533834490017400 |
| 2018-12-01 | 25.066291890612900 |
| 2019-01-01 | 24.458317836503600 |
| 2019-02-01 | 24.597093353963900 |
| 2019-03-01 | 24.570484584385000 |
| 2019-04-01 | 24.664884114382300 |
| 2019-05-01 | 24.699760536832198 |
| 2019-06-01 | 25.034758940213800 |
| 2019-07-01 | 25.004840395884900 |
| 2019-08-01 | 25.141850316529700 |
| 2019-09-01 | 25.071906941857400 |
| 2019-10-01 | 25.058956290010900 |
| 2019-11-01 | 25.156219717134700 |
| 2019-12-01 | 25.147292495439600 |
| 2020-01-01 | 25.123710712632700 |
| 2020-02-01 | 25.557627098923604 |
| 2020-03-01 | 25.136906134559800 |
| 2020-04-01 | 22.962166471012600 |
| 2020-05-01 | 24.751720773590100 |
| 2020-06-01 | 24.416689741434197 |
| 2020-07-01 | 24.316087936654700 |
| 2020-08-01 | 24.025340738515300 |
| 2020-09-01 | 24.050079328420700 |
| 2020-10-01 | 24.527523179439697 |
| 2020-11-01 | 24.502732428319696 |
| 2020-12-01 | 24.547922308770700 |
| 2021-01-01 | 24.584182783820000 |
| 2021-02-01 | 24.731906954718400 |
| 2021-03-01 | 24.916151842967000 |
| 2021-04-01 | 24.947325136736400 |
| 2021-05-01 | 26.465360265290700 |
| 2021-06-01 | 25.220565687608800 |
| 2021-07-01 | 25.433945813027200 |
| 2021-08-01 | 25.286520210995400 |
| 2021-09-01 | 25.417071452468800 |
| 2021-10-01 | 25.496600850678000 |
| 2021-11-01 | 25.555331214743500 |
| 2021-12-01 | 25.466325809981800 |
| 2022-01-01 | 25.937831146387400 |
| 2022-02-01 | 26.013777512900500 |
| 2022-03-01 | 26.207522716222602 |
| 2022-04-01 | 26.430425985812303 |
| 2022-05-01 | 26.581817302500700 |
| 2022-06-01 | 26.814813754638600 |
| 2022-07-01 | 26.736280663364200 |
| 2022-08-01 | 26.951513348329396 |
| 2022-09-01 | 27.174494736297603 |
| 2022-10-01 | 27.290660939793500 |
| 2022-11-01 | 27.212533529638100 |
| 2022-12-01 | 27.392649329530100 |
| 2023-01-01 | 27.265786537786003 |
| 2023-02-01 | 27.487219520707196 |
| 2023-03-01 | 27.393868800893802 |
| 2023-04-01 | 27.386029734240303 |
| 2023-05-01 | 27.511687538906300 |
| 2023-06-01 | 27.530125228277600 |
| 2023-07-01 | 27.669860909530100 |
| 2023-08-01 | 27.614014621325500 |
| 2023-09-01 | 27.945202825936605 |
| 2023-10-01 | 27.486744673551197 |
| 2023-11-01 | 27.451999875107898 |
| 2023-12-01 | 27.411458207619400 |
| 2024-01-01 | 27.487412060664397 |
| 2024-02-01 | 27.036378829464603 |
| 2024-03-01 | 27.162520177170702 |
| 2024-04-01 | 27.523724669560200 |
| 2024-05-01 | 27.772870690593100 |
| 2024-06-01 | 28.066327672281300 |
| 2024-07-01 | 27.722687368211602 |
| 2024-08-01 | 27.682854371501600 |
| 2024-09-01 | 27.528766584101100 |
