NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Computer Systems Design and Related Services in Boston-Cambridge-Newton, MA (NECTA Division) Series ID: SMU25716546054150001SA 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 2024-03-01 Last Updated: 2024-04-20 6:48 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 (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/data/software/x13as.html). 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/SMU25716546054150001). 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 14.270952601429600 1990-02-01 14.198465173245499 1990-03-01 14.266539377809801 1990-04-01 14.334294696887300 1990-05-01 14.304568572546302 1990-06-01 14.385055820499801 1990-07-01 14.286714654056402 1990-08-01 14.291738574109399 1990-09-01 14.207175628059800 1990-10-01 14.142259521116399 1990-11-01 14.162371847210698 1990-12-01 14.147368903313000 1991-01-01 14.275737461653900 1991-02-01 14.292383067722001 1991-03-01 14.370931177692200 1991-04-01 14.443828233662200 1991-05-01 14.403596809027698 1991-06-01 14.385339013921099 1991-07-01 14.378954075753100 1991-08-01 14.390457172025900 1991-09-01 14.402989455546999 1991-10-01 14.543470627202700 1991-11-01 14.564839534229900 1991-12-01 14.641761730376599 1992-01-01 14.684642608107099 1992-02-01 14.783559757427100 1992-03-01 14.673230112754600 1992-04-01 14.963312450970399 1992-05-01 15.103542409223600 1992-06-01 15.184233319627198 1992-07-01 15.667374466241900 1992-08-01 15.477007628607400 1992-09-01 15.601598304290200 1992-10-01 15.646394312001300 1992-11-01 15.763216484455500 1992-12-01 15.730792089141500 1993-01-01 15.602308224974198 1993-02-01 15.669225888102600 1993-03-01 15.679561487812800 1993-04-01 15.582820576951300 1993-05-01 15.602904981596199 1993-06-01 15.586107207090500 1993-07-01 15.949699929474500 1993-08-01 15.564738249736301 1993-09-01 15.802339652659098 1993-10-01 15.867021071386900 1993-11-01 15.863169173622902 1993-12-01 16.031676082473400 1994-01-01 16.118787970896200 1994-02-01 16.252181491294300 1994-03-01 16.277194870133100 1994-04-01 16.500004824040300 1994-05-01 16.705001652936097 1994-06-01 16.880150996439000 1994-07-01 17.135513008072400 1994-08-01 17.238722575211302 1994-09-01 17.409950770322700 1994-10-01 17.486806108558200 1994-11-01 17.654984174587298 1994-12-01 17.724829292762600 1995-01-01 18.246673542352198 1995-02-01 18.337146734086000 1995-03-01 18.686267574616600 1995-04-01 18.818055382615400 1995-05-01 19.114555027263897 1995-06-01 19.473749971555602 1995-07-01 19.514042270252500 1995-08-01 20.002797094354200 1995-09-01 20.114772416057400 1995-10-01 20.413157219081100 1995-11-01 20.743068786922702 1995-12-01 20.904973724242602 1996-01-01 21.171497290116600 1996-02-01 21.639801443040900 1996-03-01 21.899985451721600 1996-04-01 22.235882162778200 1996-05-01 22.327604334255100 1996-06-01 22.562729274612302 1996-07-01 23.102400950478398 1996-08-01 23.266900838266697 1996-09-01 23.514926095264100 1996-10-01 23.821764052534103 1996-11-01 24.216802002588200 1996-12-01 24.672429042661100 1997-01-01 25.008057906156000 1997-02-01 25.351519262253800 1997-03-01 25.636626496883803 1997-04-01 26.063760686503200 1997-05-01 26.651993824550200 1997-06-01 26.772712825580502 1997-07-01 26.881476985700400 1997-08-01 27.227243830189100 1997-09-01 27.287089831983500 1997-10-01 27.710234892037395 1997-11-01 28.080180392361100 1997-12-01 28.114090235877900 1998-01-01 28.439641744260896 1998-02-01 28.800744397754997 1998-03-01 28.984028744772502 1998-04-01 29.005001761921502 1998-05-01 29.277615935098900 1998-06-01 29.388888221789397 1998-07-01 30.468656182897500 1998-08-01 30.586368448267997 1998-09-01 30.932877677415300 1998-10-01 31.160652982071200 1998-11-01 31.341502983669500 1998-12-01 31.738644676507302 1999-01-01 32.090837039695800 1999-02-01 32.276581597735400 1999-03-01 32.453541919709900 1999-04-01 33.265851290548504 1999-05-01 33.512850128872600 1999-06-01 33.824279189077300 1999-07-01 33.931652448505000 1999-08-01 34.127873080301900 1999-09-01 34.550748869103600 1999-10-01 34.906196171741600 1999-11-01 35.318502286617900 1999-12-01 35.851626090770104 2000-01-01 36.442381776601100 2000-02-01 37.204832918433794 2000-03-01 37.849251802155706 2000-04-01 38.816405116997400 2000-05-01 39.749774146261295 2000-06-01 41.249315720097705 2000-07-01 43.065659666378900 2000-08-01 43.992276880749700 2000-09-01 44.553009143394796 2000-10-01 45.213064463649104 2000-11-01 45.766458828249400 2000-12-01 45.902533685512600 2001-01-01 45.677767001014600 2001-02-01 45.047846197464295 2001-03-01 44.568581276782105 2001-04-01 43.131484855126494 2001-05-01 42.043969787473500 2001-06-01 41.058111622540900 2001-07-01 38.850582891386710 2001-08-01 38.057920906815700 2001-09-01 36.991934059488500 2001-10-01 36.115118297712800 2001-11-01 35.127001337152800 2001-12-01 34.452114152276900 2002-01-01 33.578123879061500 2002-02-01 33.054823045975900 2002-03-01 32.359807528412700 2002-04-01 32.426775945788606 2002-05-01 31.968653320598600 2002-06-01 31.423750408247800 2002-07-01 31.080385743066202 2002-08-01 30.661535336706100 2002-09-01 30.155904268365300 2002-10-01 29.331946577760700 2002-11-01 28.957718409027100 2002-12-01 28.547134266811400 2003-01-01 29.966317583470200 2003-02-01 29.307206907374603 2003-03-01 29.123728439996800 2003-04-01 29.093696219601103 2003-05-01 28.829144227302603 2003-06-01 28.487814776962900 2003-07-01 28.176494383353802 2003-08-01 27.926184745377103 2003-09-01 27.898108882249100 2003-10-01 28.144276223002100 2003-11-01 27.958603684503302 2003-12-01 27.986737562827102 2004-01-01 27.841248961438500 2004-02-01 27.975768836136900 2004-03-01 27.902433378296000 2004-04-01 27.979265358136100 2004-05-01 28.013973952464600 2004-06-01 28.040475785588400 2004-07-01 28.062219506950303 2004-08-01 28.063277302008900 2004-09-01 28.132664257059602 2004-10-01 28.445728515106698 2004-11-01 28.456980225016604 2004-12-01 28.521371010379802 2005-01-01 28.539740766301797 2005-02-01 28.649238824769203 2005-03-01 28.805407123004102 2005-04-01 28.484613424607800 2005-05-01 28.515132732815104 2005-06-01 28.704442445884105 2005-07-01 28.638161373000300 2005-08-01 29.078537529264697 2005-09-01 29.264884385105300 2005-10-01 29.149493994871897 2005-11-01 29.353614481292800 2005-12-01 29.458044353242197 2006-01-01 29.518765365599900 2006-02-01 29.626417386008000 2006-03-01 29.896571121828000 2006-04-01 29.897560123222398 2006-05-01 30.237356069215803 2006-06-01 30.382209631327400 2006-07-01 30.515817864379898 2006-08-01 30.469904683563104 2006-09-01 30.679389796048200 2006-10-01 30.852915614639002 2006-11-01 31.263229288441700 2006-12-01 31.392154304526500 2007-01-01 31.599827018407197 2007-02-01 31.814297156431397 2007-03-01 32.094558466167896 2007-04-01 32.404231987875500 2007-05-01 32.556330709036300 2007-06-01 32.879392655485500 2007-07-01 32.887948177338600 2007-08-01 33.145750048033700 2007-09-01 33.186775620955800 2007-10-01 33.466446407104500 2007-11-01 33.474577071584400 2007-12-01 33.735026333080896 2008-01-01 34.563514884770896 2008-02-01 34.606465620630900 2008-03-01 34.806646649231894 2008-04-01 35.293004330390100 2008-05-01 35.574636553680400 2008-06-01 35.879976099738705 2008-07-01 36.465833893489900 2008-08-01 36.810721802895300 2008-09-01 36.898284142464900 2008-10-01 37.265942885772100 2008-11-01 37.288759080894610 2008-12-01 37.367470229715710 2009-01-01 37.023511576529295 2009-02-01 36.690687519377300 2009-03-01 36.519828114663300 2009-04-01 36.171202168666700 2009-05-01 35.882547101203100 2009-06-01 35.505255904688700 2009-07-01 35.174475395941000 2009-08-01 35.007919438169500 2009-09-01 35.015843550374200 2009-10-01 34.785949763028100 2009-11-01 34.701576732269200 2009-12-01 34.703671993650396 2010-01-01 35.173407961687800 2010-02-01 35.078049710514500 2010-03-01 35.212070820229600 2010-04-01 35.258813402297100 2010-05-01 35.395870322788205 2010-06-01 35.517346230404500 2010-07-01 35.655274270444800 2010-08-01 35.765991511277000 2010-09-01 36.015115149494290 2010-10-01 36.200433483917610 2010-11-01 36.500474097588900 2010-12-01 36.719073140388105 2011-01-01 37.267688148373900 2011-02-01 37.603921308022100 2011-03-01 37.643619454542600 2011-04-01 37.983239939362896 2011-05-01 38.431130230492900 2011-06-01 38.405180970905210 2011-07-01 38.480091474538100 2011-08-01 38.682760869841296 2011-09-01 38.809280530932000 2011-10-01 39.324243165198700 2011-11-01 39.595661352632500 2011-12-01 39.936149790424000 2012-01-01 39.886738898783000 2012-02-01 40.351343074448200 2012-03-01 40.690967024003290 2012-04-01 41.006683897999200 2012-05-01 41.362865156463500 2012-06-01 41.765762357977900 2012-07-01 42.667383862293500 2012-08-01 42.863699601491900 2012-09-01 43.212305151040710 2012-10-01 43.541890633480904 2012-11-01 44.018779127947000 2012-12-01 44.359003162053000 2013-01-01 44.035571450781710 2013-02-01 44.601990778763100 2013-03-01 45.053611284291110 2013-04-01 45.330524732292100 2013-05-01 45.596066819431705 2013-06-01 45.915108960356100 2013-07-01 46.250453246997395 2013-08-01 46.440813456691100 2013-09-01 46.720894698515900 2013-10-01 46.869626136550100 2013-11-01 47.051262292349996 2013-12-01 47.280443534408290 2014-01-01 47.702752863020200 2014-02-01 47.954075569862006 2014-03-01 48.071791898619900 2014-04-01 48.347151879164706 2014-05-01 48.610993832168205 2014-06-01 48.962177434791500 2014-07-01 49.149225813635500 2014-08-01 49.453396811840000 2014-09-01 49.642549545165900 2014-10-01 49.692316222598900 2014-11-01 49.880900628589710 2014-12-01 50.201646988102290 2015-01-01 50.468865841203900 2015-02-01 50.771213194940500 2015-03-01 51.064235502722000 2015-04-01 51.471906777723400 2015-05-01 51.738722572655895 2015-06-01 51.899391014386900 2015-07-01 52.368936282411700 2015-08-01 52.597440205514296 2015-09-01 52.773786344739900 2015-10-01 53.313573730468995 2015-11-01 53.286169340179300 2015-12-01 53.419681866532200 2016-01-01 54.130489553067600 2016-02-01 54.467517437546300 2016-03-01 54.438283542889700 2016-04-01 54.910246139326496 2016-05-01 55.075252932628900 2016-06-01 55.149148260991296 2016-07-01 55.016377021350200 2016-08-01 55.179554725074600 2016-09-01 55.334888607180600 2016-10-01 55.420098437885800 2016-11-01 55.565973733910400 2016-12-01 55.716836298533200 2017-01-01 55.759847499133500 2017-02-01 55.919820388867100 2017-03-01 56.506013399904600 2017-04-01 56.529703186483495 2017-05-01 56.911404897419300 2017-06-01 57.132266631852104 2017-07-01 57.497598320992100 2017-08-01 57.687781791560894 2017-09-01 57.891319187706610 2017-10-01 58.219571629942400 2017-11-01 58.521771425295400 2017-12-01 59.016020966896110 2018-01-01 58.370273865524500 2018-02-01 58.578024924420300 2018-03-01 58.673870008900700 2018-04-01 58.340108605378000 2018-05-01 58.630935273171794 2018-06-01 59.154748069390400 2018-07-01 59.201118980042800 2018-08-01 59.333269611899794 2018-09-01 59.540593573006300 2018-10-01 59.602930841578996 2018-11-01 59.777160759264300 2018-12-01 59.926773081825000 2019-01-01 60.245158055711000 2019-02-01 60.624770182418790 2019-03-01 60.768118074879500 2019-04-01 60.825177508523000 2019-05-01 60.953116990323295 2019-06-01 61.980119327685095 2019-07-01 62.402495092480790 2019-08-01 62.866855042413900 2019-09-01 62.864601250260600 2019-10-01 63.072838916780995 2019-11-01 63.353283201512500 2019-12-01 63.555766404002200 2020-01-01 63.308457014097904 2020-02-01 63.286432558514605 2020-03-01 63.078533900361500 2020-04-01 63.113290054831495 2020-05-01 63.045118545068206 2020-06-01 62.228897403807600 2020-07-01 61.653997290621700 2020-08-01 61.844594069895600 2020-09-01 61.754513139523105 2020-10-01 61.731285129446110 2020-11-01 61.654359868097900 2020-12-01 61.573163912177200 2021-01-01 62.055676399357200 2021-02-01 61.879340885704096 2021-03-01 61.882692505117504 2021-04-01 62.275929094356606 2021-05-01 62.113839401020400 2021-06-01 61.764230732024600 2021-07-01 61.690740780714800 2021-08-01 61.591533407101790 2021-09-01 61.120748753189105 2021-10-01 61.884474858804595 2021-11-01 61.956439791945000 2021-12-01 61.886628673075800 2022-01-01 62.035639393779405 2022-02-01 62.015620501864500 2022-03-01 61.893435614361200 2022-04-01 61.767082332167700 2022-05-01 61.377857646603005 2022-06-01 61.284038390271796 2022-07-01 60.919175639657600 2022-08-01 60.623843647842210 2022-09-01 60.684627625750890 2022-10-01 59.747575201860506 2022-11-01 59.152212909452710 2022-12-01 58.781331280510210 2023-01-01 58.323347344171710 2023-02-01 57.753785332454605 2023-03-01 57.172555872376606 2023-04-01 56.545741130463700 2023-05-01 56.346686653365900 2023-06-01 55.995866887365395 2023-07-01 55.690200613554104 2023-08-01 55.272609703864300 2023-09-01 55.034887220705390 2023-10-01 54.734574776665000 2023-11-01 54.559216735657700 2023-12-01 53.969842129082200 2024-01-01 53.210654146486900 2024-02-01 53.269400276267795 2024-03-01 53.358630445139400