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: Government: State Government Educational Services in Massachusetts Series ID: SMU25000009092161101SA 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 6:45 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/SMU25000009092161101). 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 33.754740561361100 1990-02-01 33.739563699256800 1990-03-01 33.508439458489600 1990-04-01 33.401521292650400 1990-05-01 33.131515319605400 1990-06-01 32.679102795933800 1990-07-01 32.314305815157700 1990-08-01 32.034955973135800 1990-09-01 34.016732423161700 1990-10-01 33.206659396298400 1990-11-01 33.341329794638000 1990-12-01 33.175043904847500 1991-01-01 33.222398949742306 1991-02-01 33.303579433303200 1991-03-01 33.433765330918895 1991-04-01 33.355935245319200 1991-05-01 33.357347841127900 1991-06-01 36.492438169184600 1991-07-01 35.573817227190204 1991-08-01 35.497036941376800 1991-09-01 35.159864600279896 1991-10-01 33.585383403539400 1991-11-01 33.951991598463700 1991-12-01 34.047584181681400 1992-01-01 34.686257135783900 1992-02-01 33.837744260613500 1992-03-01 33.631342406760600 1992-04-01 33.614259379201400 1992-05-01 33.540699726139500 1992-06-01 33.741388896329800 1992-07-01 33.884536881217606 1992-08-01 34.026254873152900 1992-09-01 33.709057412867700 1992-10-01 33.665999248819900 1992-11-01 33.503413924452700 1992-12-01 33.475183765547904 1993-01-01 33.447927132174804 1993-02-01 33.124519517106800 1993-03-01 33.114916724225900 1993-04-01 33.051199181623500 1993-05-01 32.975836737362500 1993-06-01 33.037616341419800 1993-07-01 33.022023236858500 1993-08-01 32.592208062234300 1993-09-01 32.439002295630600 1993-10-01 32.385658147625500 1993-11-01 32.403002583581100 1993-12-01 32.251015971980400 1994-01-01 32.169255187982394 1994-02-01 32.013825270989300 1994-03-01 32.055357678555900 1994-04-01 31.542301034103197 1994-05-01 31.482645438176800 1994-06-01 31.058129316456398 1994-07-01 31.322676886847702 1994-08-01 31.363191090316800 1994-09-01 31.538319724158896 1994-10-01 31.614912868933800 1994-11-01 31.670879767871500 1994-12-01 31.637375404653397 1995-01-01 31.511959203403396 1995-02-01 31.563756656747300 1995-03-01 31.475185036372398 1995-04-01 31.510520683663300 1995-05-01 31.452106248552603 1995-06-01 29.276149660418202 1995-07-01 29.101415625120000 1995-08-01 29.173159569217100 1995-09-01 31.872913723928700 1995-10-01 31.753629460432500 1995-11-01 31.684510863250300 1995-12-01 31.782011329242000 1996-01-01 31.767175142050398 1996-02-01 31.850589015455300 1996-03-01 31.889805039566603 1996-04-01 31.951427780410498 1996-05-01 31.877246052689100 1996-06-01 31.732232090508400 1996-07-01 32.042108786983900 1996-08-01 32.201984345465895 1996-09-01 32.144200327561000 1996-10-01 32.054685184593100 1996-11-01 32.150801732348700 1996-12-01 32.203981869954700 1997-01-01 32.564563856690200 1997-02-01 32.710114311738800 1997-03-01 32.836503070555900 1997-04-01 33.162257551914000 1997-05-01 33.436819292749604 1997-06-01 33.718419049900200 1997-07-01 33.533245355011800 1997-08-01 33.701431315711304 1997-09-01 33.644411018841500 1997-10-01 33.942409854148195 1997-11-01 34.129138788546900 1997-12-01 34.102200100699200 1998-01-01 33.860233263601195 1998-02-01 34.034152732718400 1998-03-01 34.132663719022700 1998-04-01 34.920281710928600 1998-05-01 34.750738169915900 1998-06-01 34.396030100044500 1998-07-01 34.020799677484400 1998-08-01 34.623707657078000 1998-09-01 34.844615880432300 1998-10-01 35.081216524225500 1998-11-01 35.030311524134600 1998-12-01 35.218446601567100 1999-01-01 34.907267878711300 1999-02-01 35.277657480501105 1999-03-01 35.449796521011400 1999-04-01 35.276777933715800 1999-05-01 34.992287624805400 1999-06-01 34.951267970479700 1999-07-01 35.059459794486200 1999-08-01 35.424423006167200 1999-09-01 35.736820700409800 1999-10-01 36.245328009680800 1999-11-01 36.396193667199604 1999-12-01 36.417420670087200 2000-01-01 36.722309580187100 2000-02-01 36.835838492138800 2000-03-01 33.313471368113300 2000-04-01 36.823100600745505 2000-05-01 36.917724171297700 2000-06-01 35.858096986263900 2000-07-01 37.924438904642400 2000-08-01 38.420192316629300 2000-09-01 37.190511477839100 2000-10-01 37.120260324310400 2000-11-01 37.265509763263200 2000-12-01 37.309941000410795 2001-01-01 40.112757648102395 2001-02-01 39.918172999366700 2001-03-01 39.943204532107500 2001-04-01 40.107445796726500 2001-05-01 40.237214091144790 2001-06-01 40.239260793631395 2001-07-01 40.490234428248900 2001-08-01 41.060502130821796 2001-09-01 40.902968161885600 2001-10-01 40.651358679599700 2001-11-01 40.612909150199705 2001-12-01 40.725794082441794 2002-01-01 41.148605985205300 2002-02-01 40.518928067059996 2002-03-01 40.503740901816100 2002-04-01 40.440459180046794 2002-05-01 40.391063794264900 2002-06-01 40.753276920478800 2002-07-01 40.481038383455400 2002-08-01 41.420777647968000 2002-09-01 39.828720514777700 2002-10-01 39.536187145955790 2002-11-01 39.497217584622700 2002-12-01 39.495806775314800 2003-01-01 41.011400952564000 2003-02-01 40.018392135563104 2003-03-01 40.037758776185100 2003-04-01 40.085706071390100 2003-05-01 40.170825539515000 2003-06-01 41.203541496723396 2003-07-01 41.378311511609300 2003-08-01 42.430230678489400 2003-09-01 40.759012519278706 2003-10-01 40.428980291397500 2003-11-01 40.360075212768400 2003-12-01 40.619757745539204 2004-01-01 40.444723537530300 2004-02-01 40.341999515790704 2004-03-01 40.459004531121500 2004-04-01 40.405667687719100 2004-05-01 40.390586172051400 2004-06-01 41.184272279199600 2004-07-01 39.773978233277504 2004-08-01 40.023010932937300 2004-09-01 40.426879679607700 2004-10-01 40.792154400231700 2004-11-01 40.874888326560296 2004-12-01 40.943917701393296 2005-01-01 40.243775270915400 2005-02-01 41.289277872345600 2005-03-01 41.308664068385205 2005-04-01 41.482464188357504 2005-05-01 41.546099772674600 2005-06-01 40.988205376308800 2005-07-01 41.495509234274800 2005-08-01 41.664842953676210 2005-09-01 41.693492530918604 2005-10-01 41.885489311917205 2005-11-01 42.411438483803394 2005-12-01 42.146433373590100 2006-01-01 42.154011462830700 2006-02-01 42.255041395384204 2006-03-01 42.324274729397004 2006-04-01 42.353786353919600 2006-05-01 42.555438389245600 2006-06-01 42.521858099115704 2006-07-01 42.887117863246296 2006-08-01 42.606802563566700 2006-09-01 42.821207673340300 2006-10-01 43.007992165397795 2006-11-01 42.944111567452600 2006-12-01 42.794020904727894 2007-01-01 42.476315887002700 2007-02-01 42.551014335719790 2007-03-01 42.388619721186600 2007-04-01 42.728800720393400 2007-05-01 42.981582972025800 2007-06-01 42.992806527243500 2007-07-01 42.618499250497800 2007-08-01 42.901846739722790 2007-09-01 42.876445680503500 2007-10-01 42.878335325435900 2007-11-01 42.717678490619800 2007-12-01 42.779126813981100 2008-01-01 42.553301249854800 2008-02-01 42.748170800795100 2008-03-01 42.833120898090800 2008-04-01 42.807248106251600 2008-05-01 42.551689323202710 2008-06-01 42.968381796337006 2008-07-01 43.198053891645500 2008-08-01 43.210814575481000 2008-09-01 43.322733742837800 2008-10-01 43.543812585019000 2008-11-01 43.913319932936496 2008-12-01 43.903266799151600 2009-01-01 45.128166084336000 2009-02-01 47.031998287121800 2009-03-01 46.155172188592395 2009-04-01 46.915059529552096 2009-05-01 44.800626409295700 2009-06-01 46.017006435959500 2009-07-01 47.012681957306100 2009-08-01 47.515915725753500 2009-09-01 46.148040984003100 2009-10-01 48.034688521547395 2009-11-01 48.038362903834300 2009-12-01 48.383946163431000 2010-01-01 52.199786908304300 2010-02-01 48.488672025214010 2010-03-01 48.473298043968800 2010-04-01 48.299135418219000 2010-05-01 48.633636751799900 2010-06-01 47.042007199737400 2010-07-01 47.873347052046796 2010-08-01 47.977627894549290 2010-09-01 47.697859441136295 2010-10-01 48.921654090026600 2010-11-01 49.033487911301500 2010-12-01 49.032193018620700 2011-01-01 49.255252092988390 2011-02-01 48.857778487112400 2011-03-01 48.670328687080705 2011-04-01 48.566552056304296 2011-05-01 48.929167894604795 2011-06-01 49.525794988101000 2011-07-01 49.983776216389600 2011-08-01 49.958746318938210 2011-09-01 50.192030005284200 2011-10-01 49.125299031882600 2011-11-01 49.035287164073800 2011-12-01 48.926372966116396 2012-01-01 50.004124096774400 2012-02-01 48.818653627569400 2012-03-01 48.969939300435900 2012-04-01 49.482767114466400 2012-05-01 50.266061240340100 2012-06-01 52.105040574128296 2012-07-01 50.479192909994794 2012-08-01 50.704806362629796 2012-09-01 51.452040836776700 2012-10-01 50.663930611102710 2012-11-01 50.392495716178104 2012-12-01 50.223435691406500 2013-01-01 50.408162158042200 2013-02-01 54.664685687668800 2013-03-01 54.556093029525606 2013-04-01 56.355270450073604 2013-05-01 54.182126927747100 2013-06-01 53.540975421482000 2013-07-01 52.611683179362900 2013-08-01 53.185012204377790 2013-09-01 52.570263155086700 2013-10-01 54.067651913986900 2013-11-01 54.611107044424490 2013-12-01 54.874875333757000 2014-01-01 59.335771982325000 2014-02-01 57.587065997623100 2014-03-01 56.655663537639290 2014-04-01 57.560842956960600 2014-05-01 55.553001917747600 2014-06-01 55.194350065338000 2014-07-01 58.922281287278500 2014-08-01 58.354995345556496 2014-09-01 59.664501830630800 2014-10-01 59.198713860313994 2014-11-01 59.288945973382596 2014-12-01 59.507256863605800 2015-01-01 56.710676514974200 2015-02-01 58.170970374473000 2015-03-01 58.440584440341500 2015-04-01 58.783777013240396 2015-05-01 56.731645181924500 2015-06-01 58.599977166054000 2015-07-01 59.058616130552600 2015-08-01 58.051645114500396 2015-09-01 58.117309206245096 2015-10-01 57.974567177821100 2015-11-01 57.906164866863200 2015-12-01 57.867186950684390 2016-01-01 57.455085570306500 2016-02-01 58.194675571595300 2016-03-01 58.308969101563400 2016-04-01 58.080892258130000 2016-05-01 58.502240441896600 2016-06-01 55.152605607481796 2016-07-01 59.079172557784900 2016-08-01 58.989683864336000 2016-09-01 57.992603103646100 2016-10-01 58.188931567895700 2016-11-01 58.123835589896790 2016-12-01 58.260822137054900 2017-01-01 60.271633439626100 2017-02-01 58.312431612422100 2017-03-01 58.204770887789900 2017-04-01 58.205364238218200 2017-05-01 57.996186327269400 2017-06-01 57.902428198631110 2017-07-01 57.536841636645100 2017-08-01 57.325393592030600 2017-09-01 57.755136492986296 2017-10-01 57.499576563969406 2017-11-01 57.556150730237505 2017-12-01 57.797378705103206 2018-01-01 58.490341074669104 2018-02-01 58.401226543490104 2018-03-01 57.978663189917000 2018-04-01 58.947926160464300 2018-05-01 59.110093434404710 2018-06-01 57.536824846148800 2018-07-01 57.262615586468400 2018-08-01 56.152692945320396 2018-09-01 58.298153695891200 2018-10-01 58.514587366346000 2018-11-01 58.730432293458500 2018-12-01 58.866178586922600 2019-01-01 55.889748727086804 2019-02-01 59.501882828927000 2019-03-01 60.071527370698500 2019-04-01 60.386139851705890 2019-05-01 61.828826213776296 2019-06-01 56.509167809848900 2019-07-01 57.500496812308210 2019-08-01 55.579357405592400 2019-09-01 58.085773097639800 2019-10-01 59.078202910017990 2019-11-01 59.531600878937900 2019-12-01 59.670576286731300 2020-01-01 59.787480893862100 2020-02-01 60.608736869924705 2020-03-01 61.038239496252395 2020-04-01 55.096030083726994 2020-05-01 56.998771593181495 2020-06-01 57.155332333966600 2020-07-01 56.303102320830710 2020-08-01 56.766356904125790 2020-09-01 50.127408300765600 2020-10-01 50.056533577399100 2020-11-01 49.926762871919610 2020-12-01 49.075007278181296 2021-01-01 53.934317631096896 2021-02-01 51.581406515201210 2021-03-01 52.181901325076396 2021-04-01 51.930500317106510 2021-05-01 50.132461560929390 2021-06-01 57.072976275263800 2021-07-01 57.230107605559700 2021-08-01 57.719483597634490 2021-09-01 47.854442551356600 2021-10-01 50.972389421520100 2021-11-01 51.087732694767000 2021-12-01 51.212375641710300 2022-01-01 51.917088994717105 2022-02-01 51.880175979303395 2022-03-01 52.252450365235700 2022-04-01 54.000830774414204 2022-05-01 54.228759840668790 2022-06-01 56.877358386342100 2022-07-01 55.126317939646206 2022-08-01 55.994210666440900 2022-09-01 53.605644469931300 2022-10-01 53.104766153342500 2022-11-01 55.725271650783500 2022-12-01 52.967040731423800 2023-01-01 53.518761377282296 2023-02-01 53.133052565611900 2023-03-01 53.334262019184200 2023-04-01 52.982810834117096 2023-05-01 51.724252828337000 2023-06-01 54.609733488605000 2023-07-01 54.544869680758800 2023-08-01 55.146160659096600 2023-09-01 55.094882949148600 2023-10-01 55.102802727884900 2023-11-01 55.173195314459600 2023-12-01 55.337793819564894 2024-01-01 55.511661608464500 2024-02-01 55.491094651804296 2024-03-01 55.564449011264400