Title: All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Boston-Cambridge-Newton, MA (NECTA Division) Series ID: SMU25716546054120001SA 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 2020-11-01 Last Updated: 2020-12-18 3:55 PM CST Notes: The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' X-13ARIMA-SEATS package can be found here (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/srd/www/x13as/). 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 (https://fred.stlouisfed.org/series/SMU25716546054120001). 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 11.895037980290802 1990-02-01 11.991303019871198 1990-03-01 12.027750903745500 1990-04-01 12.235613210106500 1990-05-01 12.368913801875200 1990-06-01 12.575119847304801 1990-07-01 12.212510007603900 1990-08-01 12.175962957177301 1990-09-01 12.221939824966600 1990-10-01 11.891530222109498 1990-11-01 11.737759346982301 1990-12-01 11.666327968877198 1991-01-01 11.702616344078100 1991-02-01 11.587850148841300 1991-03-01 11.624938554236600 1991-04-01 11.421021040192300 1991-05-01 11.373476186753700 1991-06-01 11.377057882570200 1991-07-01 11.313509602050700 1991-08-01 11.276249997199500 1991-09-01 11.324921330721400 1991-10-01 11.412288029045100 1991-11-01 11.442972221041400 1991-12-01 11.161705646346700 1992-01-01 11.396680564469198 1992-02-01 11.376527570228300 1992-03-01 11.310520197507500 1992-04-01 11.297449848916699 1992-05-01 11.291943775553602 1992-06-01 11.387610210003901 1992-07-01 11.510795822795401 1992-08-01 11.377648155039100 1992-09-01 11.331287180820400 1992-10-01 11.442420835564402 1992-11-01 11.353932297786901 1992-12-01 11.351997140543300 1993-01-01 11.186874404439900 1993-02-01 11.359931203977200 1993-03-01 11.403542108885300 1993-04-01 11.354050345073901 1993-05-01 11.511882739397500 1993-06-01 11.290240039188500 1993-07-01 11.415085467056501 1993-08-01 11.485349046999099 1993-09-01 11.541536084254300 1993-10-01 11.476651232902600 1993-11-01 11.579812339586900 1993-12-01 11.548507145332199 1994-01-01 11.364598456132299 1994-02-01 11.237490303759100 1994-03-01 11.478924295008400 1994-04-01 11.606276746373501 1994-05-01 11.520544557227800 1994-06-01 11.707162569919600 1994-07-01 11.733232355355598 1994-08-01 11.799982735693300 1994-09-01 11.859156030119200 1994-10-01 11.907286706184800 1994-11-01 12.094711832405000 1994-12-01 12.236173965512400 1995-01-01 12.449355837332302 1995-02-01 12.420306362081599 1995-03-01 12.455635749169100 1995-04-01 12.144461310862301 1995-05-01 12.433969219892699 1995-06-01 12.419662145345200 1995-07-01 12.556441507497802 1995-08-01 12.518272951181800 1995-09-01 12.686895931327200 1995-10-01 12.332281963103302 1995-11-01 12.210761340675900 1995-12-01 12.227503438357802 1996-01-01 12.228535816746400 1996-02-01 12.197817248715198 1996-03-01 12.100664058245000 1996-04-01 12.299175737334800 1996-05-01 12.362010422491698 1996-06-01 12.437226384154000 1996-07-01 12.274997485069802 1996-08-01 12.349519812821500 1996-09-01 12.531339186912800 1996-10-01 12.543482243932900 1996-11-01 12.508174364752400 1996-12-01 12.415059263792100 1997-01-01 12.716197954032099 1997-02-01 12.763184668655901 1997-03-01 12.834793651504500 1997-04-01 12.759769868889599 1997-05-01 13.013051835243198 1997-06-01 12.743002881988499 1997-07-01 12.794362490796098 1997-08-01 12.896436034592100 1997-09-01 12.883092480182400 1997-10-01 13.345344021181200 1997-11-01 13.310103568035200 1997-12-01 13.196937493074600 1998-01-01 12.904635595983400 1998-02-01 13.013854891401500 1998-03-01 13.047582256612198 1998-04-01 13.229246747099500 1998-05-01 13.161464590508801 1998-06-01 13.163712105952600 1998-07-01 13.315153846948200 1998-08-01 13.457724153657802 1998-09-01 13.350757627354400 1998-10-01 13.249553505738302 1998-11-01 13.200759406946800 1998-12-01 13.154813939084498 1999-01-01 13.089814403780900 1999-02-01 13.162734931496400 1999-03-01 13.273420076700699 1999-04-01 13.085730670556100 1999-05-01 13.317422464992699 1999-06-01 13.580875993013900 1999-07-01 13.634332806988699 1999-08-01 13.622981836786598 1999-09-01 13.711640499667200 1999-10-01 13.873546181930802 1999-11-01 14.020446787368100 1999-12-01 13.797612035531499 2000-01-01 14.057812263159699 2000-02-01 14.198692709781803 2000-03-01 14.202496810344200 2000-04-01 13.844630267946000 2000-05-01 13.973315678768401 2000-06-01 14.099529548682499 2000-07-01 14.055376253544900 2000-08-01 14.080683839905000 2000-09-01 14.164624150891600 2000-10-01 14.210484128298098 2000-11-01 14.151369032115000 2000-12-01 14.236947465403599 2001-01-01 14.207675904774401 2001-02-01 14.235833855345100 2001-03-01 14.259551101133600 2001-04-01 14.306610878285000 2001-05-01 14.324928811357700 2001-06-01 14.121638479833100 2001-07-01 14.174235226119700 2001-08-01 14.111492172581100 2001-09-01 13.984785091014500 2001-10-01 14.155482089926000 2001-11-01 14.098286209754699 2001-12-01 14.091982811488800 2002-01-01 13.759710771913200 2002-02-01 13.479401505122599 2002-03-01 13.333201434289900 2002-04-01 13.282126699186499 2002-05-01 13.264324950199600 2002-06-01 12.956520567066299 2002-07-01 12.483099923848400 2002-08-01 12.505051048025000 2002-09-01 12.490431380765700 2002-10-01 12.385397859518399 2002-11-01 12.327543806603000 2002-12-01 12.568182760144800 2003-01-01 12.830740054857800 2003-02-01 12.654845061525600 2003-03-01 12.627623077852200 2003-04-01 12.571263257345601 2003-05-01 12.398897797422302 2003-06-01 12.495403208955300 2003-07-01 12.269697008933900 2003-08-01 12.357987208013801 2003-09-01 12.366662955378600 2003-10-01 12.304127766912000 2003-11-01 12.362546653982400 2003-12-01 12.468518537699302 2004-01-01 12.540649071523700 2004-02-01 12.436677784648099 2004-03-01 12.423712898096600 2004-04-01 12.466345378667800 2004-05-01 12.538109310120400 2004-06-01 12.526880309322200 2004-07-01 12.754459118186200 2004-08-01 13.186782829932802 2004-09-01 12.837875657746000 2004-10-01 12.800835045563600 2004-11-01 12.981736050346000 2004-12-01 12.893380456767002 2005-01-01 13.068760424501300 2005-02-01 13.124777421764900 2005-03-01 12.927126411019302 2005-04-01 13.170885681593099 2005-05-01 13.270675883448500 2005-06-01 13.345896926475199 2005-07-01 13.437044287208199 2005-08-01 13.418059334393199 2005-09-01 13.417140760485498 2005-10-01 13.483678829168800 2005-11-01 13.390077378298600 2005-12-01 13.330009916682000 2006-01-01 13.309089351443800 2006-02-01 13.311779549554900 2006-03-01 13.533565929877100 2006-04-01 13.461123999976802 2006-05-01 13.590828059238300 2006-06-01 13.554041084172301 2006-07-01 13.624724585179699 2006-08-01 13.670718902906900 2006-09-01 13.723528850509900 2006-10-01 13.660481919654500 2006-11-01 13.585413378718700 2006-12-01 13.776897174452000 2007-01-01 13.633053024439398 2007-02-01 13.803276946038300 2007-03-01 13.839100913385199 2007-04-01 14.047358086860500 2007-05-01 13.883351569650200 2007-06-01 13.844543371236698 2007-07-01 14.018584323372199 2007-08-01 14.254798074156199 2007-09-01 14.246503989384700 2007-10-01 14.249854003872800 2007-11-01 14.294020296187902 2007-12-01 14.720622977563200 2008-01-01 14.343804826012800 2008-02-01 14.383796876218000 2008-03-01 14.234841877214100 2008-04-01 14.215800805745499 2008-05-01 14.268473658043598 2008-06-01 14.430775724034300 2008-07-01 14.311265521022100 2008-08-01 14.163119072500901 2008-09-01 14.387657834828200 2008-10-01 14.550783484511198 2008-11-01 14.603816144541100 2008-12-01 14.864281803812300 2009-01-01 14.433104272985700 2009-02-01 14.358425044507400 2009-03-01 14.327564451499400 2009-04-01 14.294919886600300 2009-05-01 14.144572087136199 2009-06-01 14.117299830536700 2009-07-01 14.096621967958400 2009-08-01 13.986513190946500 2009-09-01 13.926825627562900 2009-10-01 13.851704124571200 2009-11-01 14.202267089450500 2009-12-01 13.809903903610401 2010-01-01 14.030370025485402 2010-02-01 13.944993550195699 2010-03-01 13.916774925109800 2010-04-01 13.870014594697200 2010-05-01 14.023567337774802 2010-06-01 13.820366668786098 2010-07-01 13.658426516467800 2010-08-01 13.710770614142199 2010-09-01 13.662387221272200 2010-10-01 13.543199503236500 2010-11-01 13.391581167162800 2010-12-01 13.254786519079600 2011-01-01 13.641461987121800 2011-02-01 13.543267109069200 2011-03-01 13.597077503949000 2011-04-01 13.663199975790901 2011-05-01 13.709235270588500 2011-06-01 13.940259246538998 2011-07-01 13.814765760454000 2011-08-01 13.711427353814098 2011-09-01 13.779331363736699 2011-10-01 13.621851413861300 2011-11-01 14.079535664562100 2011-12-01 14.289183253605900 2012-01-01 14.675342784136000 2012-02-01 14.565732910043002 2012-03-01 14.583578507172302 2012-04-01 14.644545049117301 2012-05-01 14.701337083412199 2012-06-01 14.870623516913600 2012-07-01 14.863179449121600 2012-08-01 15.003025492727302 2012-09-01 15.196119354539098 2012-10-01 15.202189189538900 2012-11-01 15.344099973401600 2012-12-01 15.310607948924000 2013-01-01 15.416279460629700 2013-02-01 15.494597433007100 2013-03-01 15.587768474542400 2013-04-01 15.735697971821198 2013-05-01 15.803179006341100 2013-06-01 15.795819692655700 2013-07-01 15.925915726494400 2013-08-01 15.871247931167199 2013-09-01 15.897812909207401 2013-10-01 15.997224330074500 2013-11-01 15.884632818069802 2013-12-01 15.927581344629700 2014-01-01 15.852981320164302 2014-02-01 15.942338083102200 2014-03-01 16.013980789283000 2014-04-01 15.832438957286300 2014-05-01 15.905279818482300 2014-06-01 16.000913602039600 2014-07-01 16.286472282630100 2014-08-01 16.441483791130400 2014-09-01 16.386779660117700 2014-10-01 16.619417901401903 2014-11-01 16.519911080497500 2014-12-01 16.631826355832697 2015-01-01 16.774231257397900 2015-02-01 16.785415354531400 2015-03-01 17.151659408846600 2015-04-01 17.059454314395200 2015-05-01 17.009006935528400 2015-06-01 16.899583092582800 2015-07-01 16.753145678035700 2015-08-01 16.584712264166200 2015-09-01 16.465530281326900 2015-10-01 16.654777257005300 2015-11-01 16.766312595728902 2015-12-01 16.627800357093100 2016-01-01 16.586848991476200 2016-02-01 16.628353180733800 2016-03-01 16.605346598002500 2016-04-01 16.798106844818097 2016-05-01 17.012137099976300 2016-06-01 16.474689439701400 2016-07-01 16.519082863882100 2016-08-01 16.635886989841403 2016-09-01 16.543609356226000 2016-10-01 16.386194485195700 2016-11-01 16.527109344585000 2016-12-01 16.412302885268100 2017-01-01 16.500890993817100 2017-02-01 16.458045675541000 2017-03-01 16.470230516839100 2017-04-01 16.444790015438198 2017-05-01 16.515578452793800 2017-06-01 16.747476922126800 2017-07-01 16.697499572992100 2017-08-01 16.574566164148400 2017-09-01 16.812700670400500 2017-10-01 16.598473788982197 2017-11-01 16.705360014039400 2017-12-01 16.809532975315500 2018-01-01 16.818619790548300 2018-02-01 16.784458630291000 2018-03-01 16.834712384011300 2018-04-01 16.689672490401800 2018-05-01 16.814732884922300 2018-06-01 16.708084216795200 2018-07-01 16.879460498766402 2018-08-01 16.933013967236800 2018-09-01 16.679707891082100 2018-10-01 16.884487343583800 2018-11-01 17.011337952024500 2018-12-01 17.008698389638802 2019-01-01 16.939267056712800 2019-02-01 17.002687002988800 2019-03-01 16.980954323555800 2019-04-01 17.028321660624500 2019-05-01 17.008509689311598 2019-06-01 17.387504873704100 2019-07-01 17.266543580933900 2019-08-01 17.391472817152500 2019-09-01 17.362603174307300 2019-10-01 17.451264122586100 2019-11-01 17.427598121439600 2019-12-01 17.517167292827597 2020-01-01 17.560123673732800 2020-02-01 17.617785793305398 2020-03-01 17.610078919384800 2020-04-01 17.045382463212600 2020-05-01 18.000465743390200 2020-06-01 17.869010954577600 2020-07-01 17.762271006980900 2020-08-01 17.773460873369103 2020-09-01 17.855809457737998 2020-10-01 17.918603944348000 2020-11-01 17.544916513805400