Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Lawrence-Methuen Town-Salem, MA-NH (NECTA Division)

Title All Employees: Education and Health Services: Private Education and Health Services in Lawrence-Methuen Town-Salem, MA-NH (NECTA Division)
Series ID SMU25742046500000001SA
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 2024-12-01
Last Updated 2025-01-29 4:52 AM CST
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 9.164756582537759
1990-02-01 9.374356983952579
1990-03-01 9.224380490422740
1990-04-01 8.869446898003100
1990-05-01 8.959680279350552
1990-06-01 8.999902799220800
1990-07-01 8.955044812019890
1990-08-01 8.852604598124510
1990-09-01 8.963408663212260
1990-10-01 9.016404021675712
1990-11-01 8.908208475323569
1990-12-01 9.014679579794000
1991-01-01 9.568681474882010
1991-02-01 9.570417845491730
1991-03-01 9.624278338563670
1991-04-01 9.170458029820930
1991-05-01 9.163421126447359
1991-06-01 9.203192154616940
1991-07-01 9.357092697918770
1991-08-01 9.257869079367609
1991-09-01 9.364548934382290
1991-10-01 9.216007773316720
1991-11-01 9.298649429688830
1991-12-01 9.207844405771711
1992-01-01 9.370926137691350
1992-02-01 9.262428604159279
1992-03-01 9.322184783222830
1992-04-01 9.369158413278360
1992-05-01 9.370605346336118
1992-06-01 9.309502755666449
1992-07-01 9.658129532093382
1992-08-01 9.657355523803530
1992-09-01 9.272667527229288
1992-10-01 9.320676388163319
1992-11-01 9.288160193275472
1992-12-01 9.303248953963731
1993-01-01 9.682603582965140
1993-02-01 9.654501321249882
1993-03-01 9.521437749921471
1993-04-01 9.664894450965491
1993-05-01 9.673821891360200
1993-06-01 9.713210915962948
1993-07-01 9.657427851784869
1993-08-01 9.753687932454289
1993-09-01 9.681459730125730
1993-10-01 9.725501910263850
1993-11-01 9.780269571518620
1993-12-01 9.789292757749520
1994-01-01 9.799407894265961
1994-02-01 9.843854465703311
1994-03-01 9.817969115659480
1994-04-01 9.754600026881722
1994-05-01 9.776112934932190
1994-06-01 9.809899987348391
1994-07-01 9.958615755204360
1994-08-01 9.949774018723680
1994-09-01 10.094599555760200
1994-10-01 10.137423748601300
1994-11-01 10.179275370168199
1994-12-01 10.177731123586401
1995-01-01 10.124369424908900
1995-02-01 10.131795259513900
1995-03-01 10.111627986926200
1995-04-01 10.138467396273600
1995-05-01 10.172293857700600
1995-06-01 10.197300394200301
1995-07-01 10.056257051700600
1995-08-01 10.254693657881400
1995-09-01 10.206005896775801
1995-10-01 10.354969026377699
1995-11-01 10.290683711140700
1995-12-01 10.269280291174500
1996-01-01 10.348835985512500
1996-02-01 10.424861952686600
1996-03-01 10.299219631907699
1996-04-01 10.520431320991000
1996-05-01 10.568632717336900
1996-06-01 10.678348579257400
1996-07-01 10.556165577299199
1996-08-01 10.555577509618500
1996-09-01 10.619652359857800
1996-10-01 10.574209789802900
1996-11-01 10.598403017286500
1996-12-01 10.767020174724697
1997-01-01 10.767321217519902
1997-02-01 10.821649801898800
1997-03-01 10.884224620422001
1997-04-01 10.908030655087800
1997-05-01 10.860018594839001
1997-06-01 10.861255259134099
1997-07-01 10.958124606758302
1997-08-01 10.956678317051100
1997-09-01 11.032153403096700
1997-10-01 11.090211657965500
1997-11-01 11.109035759651100
1997-12-01 11.164823556149000
1998-01-01 11.173676393849302
1998-02-01 11.217769816306400
1998-03-01 11.264594353933498
1998-04-01 11.410686990584900
1998-05-01 11.553615723652700
1998-06-01 11.442526802547901
1998-07-01 11.368502377846001
1998-08-01 11.355664913737600
1998-09-01 11.145834268549800
1998-10-01 11.293767279616300
1998-11-01 11.417205035998500
1998-12-01 11.369042575747600
1999-01-01 11.363385748841400
1999-02-01 11.407643659344199
1999-03-01 11.452801088862300
1999-04-01 11.432438397695801
1999-05-01 11.449682813725400
1999-06-01 11.529841337969199
1999-07-01 12.185945213014900
1999-08-01 11.657112875602698
1999-09-01 11.655504961018900
1999-10-01 11.792692435135500
1999-11-01 11.720576402478200
1999-12-01 11.671792579554800
2000-01-01 11.544388310865099
2000-02-01 11.692413396044200
2000-03-01 11.746565797398100
2000-04-01 11.758345181524300
2000-05-01 11.849589940855200
2000-06-01 11.818785641415902
2000-07-01 11.998737601959100
2000-08-01 12.061016423438900
2000-09-01 12.061032421181500
2000-10-01 12.083247873063700
2000-11-01 12.022410039491800
2000-12-01 12.181342071879302
2001-01-01 12.224423656335200
2001-02-01 12.277417694711100
2001-03-01 12.347914370321200
2001-04-01 12.272978885246001
2001-05-01 12.344332482911199
2001-06-01 12.414882402225599
2001-07-01 12.317206015231000
2001-08-01 12.362110371146901
2001-09-01 12.459799999735598
2001-10-01 12.576954385336899
2001-11-01 12.628953275549300
2001-12-01 12.691366186639900
2002-01-01 12.805758915252301
2002-02-01 12.760988837084401
2002-03-01 12.648503248701400
2002-04-01 12.671605618307801
2002-05-01 12.838414419071200
2002-06-01 12.920998038070099
2002-07-01 12.840382742351000
2002-08-01 12.670315362039599
2002-09-01 12.851459268846100
2002-10-01 12.870530072771200
2002-11-01 12.937529469022902
2002-12-01 12.900111360486400
2003-01-01 12.890192324144900
2003-02-01 12.852780982293698
2003-03-01 12.754195523346802
2003-04-01 12.750955633962901
2003-05-01 12.633440284654801
2003-06-01 12.736254065742800
2003-07-01 12.762198911568700
2003-08-01 12.673291128006900
2003-09-01 12.641517327214999
2003-10-01 12.568463211580400
2003-11-01 12.541366844345200
2003-12-01 12.509311036056301
2004-01-01 12.580243983989500
2004-02-01 12.550675888401198
2004-03-01 12.655374817384601
2004-04-01 12.730949858849002
2004-05-01 12.729612082476500
2004-06-01 12.754555027646900
2004-07-01 12.779257465424600
2004-08-01 12.880595468173900
2004-09-01 12.829724741087599
2004-10-01 12.867372548392902
2004-11-01 12.838716107899101
2004-12-01 12.805472537512500
2005-01-01 12.771985777734198
2005-02-01 12.959637548519900
2005-03-01 13.050939890406498
2005-04-01 12.915683384497600
2005-05-01 12.929795766898000
2005-06-01 12.771403605098600
2005-07-01 12.792361481102601
2005-08-01 12.674019439779501
2005-09-01 12.821898772634698
2005-10-01 12.766438273005700
2005-11-01 12.741019998191400
2005-12-01 12.796253802613000
2006-01-01 12.662042458163100
2006-02-01 12.669522649659100
2006-03-01 12.645128121015698
2006-04-01 12.721833474980302
2006-05-01 12.635344811924500
2006-06-01 12.682226363698499
2006-07-01 12.595192457721600
2006-08-01 12.671927579968100
2006-09-01 12.615152088315199
2006-10-01 12.867010197812100
2006-11-01 12.945431449197600
2006-12-01 12.875963283536802
2007-01-01 12.949545242442700
2007-02-01 12.980246696302900
2007-03-01 13.036747660354800
2007-04-01 13.032289232655001
2007-05-01 13.147221981087199
2007-06-01 12.985238543300400
2007-07-01 13.207560390534300
2007-08-01 13.169553730959802
2007-09-01 13.218597490309500
2007-10-01 13.164891132402802
2007-11-01 13.242473134044900
2007-12-01 13.257546315580099
2008-01-01 13.337661328707700
2008-02-01 13.183225835790400
2008-03-01 13.332200382670400
2008-04-01 13.351444706157100
2008-05-01 13.358678366942401
2008-06-01 13.495050134164300
2008-07-01 13.505289997829900
2008-08-01 13.564898933539200
2008-09-01 13.722294403032100
2008-10-01 13.562841443046100
2008-11-01 13.535680837669402
2008-12-01 13.641806517842900
2009-01-01 13.624167550850801
2009-02-01 13.689105542849300
2009-03-01 13.729516919283400
2009-04-01 13.766448528996500
2009-05-01 13.873289823540700
2009-06-01 14.005447790269300
2009-07-01 14.212292277378099
2009-08-01 14.156849707894000
2009-09-01 14.224211543325300
2009-10-01 14.353460529960700
2009-11-01 14.421433591070599
2009-12-01 14.624064317670900
2010-01-01 14.928613282536500
2010-02-01 14.888888184625198
2010-03-01 15.023827452848199
2010-04-01 15.078846357477500
2010-05-01 15.074294434272499
2010-06-01 14.925323083357698
2010-07-01 15.325415171234100
2010-08-01 15.261577900708598
2010-09-01 15.218501396267400
2010-10-01 15.235255769602900
2010-11-01 15.304039274038999
2010-12-01 15.209325705838001
2011-01-01 15.244662826671000
2011-02-01 15.298461684646500
2011-03-01 15.228289742745400
2011-04-01 15.280551971473699
2011-05-01 15.378383343939700
2011-06-01 15.238051538917599
2011-07-01 15.325547112435201
2011-08-01 15.356121260050301
2011-09-01 15.406722340924900
2011-10-01 15.514950341300098
2011-11-01 15.581103333121801
2011-12-01 15.605731247746599
2012-01-01 15.677907386196600
2012-02-01 15.612907829004600
2012-03-01 15.630260312365500
2012-04-01 15.682537050743400
2012-05-01 15.767051072986801
2012-06-01 15.954924674554901
2012-07-01 16.025373285424100
2012-08-01 16.162509365831898
2012-09-01 16.400207260680800
2012-10-01 16.384405599561600
2012-11-01 16.553404738242600
2012-12-01 16.800037439181700
2013-01-01 16.916575715667697
2013-02-01 17.136766853068900
2013-03-01 17.328970793798300
2013-04-01 17.375865499903600
2013-05-01 17.455712928136002
2013-06-01 17.466515253167300
2013-07-01 17.528956811865097
2013-08-01 17.573818420448700
2013-09-01 17.694541943823700
2013-10-01 17.749966610199102
2013-11-01 17.733382274857398
2013-12-01 17.900637710138700
2014-01-01 17.660159419368398
2014-02-01 17.759508082329400
2014-03-01 17.818232426074900
2014-04-01 18.167309271708000
2014-05-01 18.138027562518698
2014-06-01 18.378209238634200
2014-07-01 18.414968573328600
2014-08-01 18.587963922265200
2014-09-01 18.708605457027500
2014-10-01 18.717831268381300
2014-11-01 18.921901612248800
2014-12-01 19.004748133764398
2015-01-01 19.910982940058002
2015-02-01 20.076375586929500
2015-03-01 20.286945708603200
2015-04-01 20.349774738307700
2015-05-01 20.620318139837398
2015-06-01 20.690164592709102
2015-07-01 20.919312916755500
2015-08-01 21.022638021885700
2015-09-01 21.037998416775398
2015-10-01 21.388612293705002
2015-11-01 21.498280641427304
2015-12-01 21.491140022850300
2016-01-01 21.851894849051500
2016-02-01 21.982197929735197
2016-03-01 21.836826576846800
2016-04-01 22.135874321954898
2016-05-01 22.100540748931603
2016-06-01 22.104136601945300
2016-07-01 22.207486513383103
2016-08-01 22.255242487904102
2016-09-01 22.387239421533398
2016-10-01 21.498725137337605
2016-11-01 21.306573682548800
2016-12-01 21.193944364388898
2017-01-01 21.137095541489398
2017-02-01 21.056164643668400
2017-03-01 21.213617329320200
2017-04-01 21.230005081535400
2017-05-01 21.313503421471900
2017-06-01 21.304997671655396
2017-07-01 21.387139790681697
2017-08-01 21.455352344820604
2017-09-01 21.512506276678700
2017-10-01 21.325263143936300
2017-11-01 21.711089204546900
2017-12-01 21.972237177380300
2018-01-01 21.731137208470300
2018-02-01 21.841137814254900
2018-03-01 21.787077840946104
2018-04-01 21.427238308552700
2018-05-01 21.529608080216104
2018-06-01 21.506013721588896
2018-07-01 21.382110730449604
2018-08-01 21.246306521806700
2018-09-01 21.226310455873800
2018-10-01 21.252622401665800
2018-11-01 21.324422428321000
2018-12-01 21.363587656784800
2019-01-01 21.313587165129600
2019-02-01 21.213055354579502
2019-03-01 21.396120567317100
2019-04-01 21.832916446586300
2019-05-01 21.261238558853700
2019-06-01 21.095560363542898
2019-07-01 20.974843247564603
2019-08-01 20.715102890419100
2019-09-01 20.617522515168700
2019-10-01 20.480438269730000
2019-11-01 20.440487277992700
2019-12-01 20.566103702606200
2020-01-01 21.205177055102197
2020-02-01 21.005833726654900
2020-03-01 20.714849744961800
2020-04-01 17.957249950829800
2020-05-01 18.775549251176000
2020-06-01 18.974771301928900
2020-07-01 19.256255295247500
2020-08-01 19.573529816990302
2020-09-01 19.699725970768200
2020-10-01 19.901109768941897
2020-11-01 20.058484951942000
2020-12-01 20.079226941117500
2021-01-01 20.091988412212300
2021-02-01 20.089058245934602
2021-03-01 20.144618861210800
2021-04-01 20.259572902178700
2021-05-01 20.277969774686998
2021-06-01 20.372256934231000
2021-07-01 20.260603170954898
2021-08-01 20.355738517835800
2021-09-01 20.882509650474500
2021-10-01 20.306111713617398
2021-11-01 20.268745653583103
2021-12-01 20.298031678001102
2022-01-01 20.296503684425400
2022-02-01 20.389782962541400
2022-03-01 20.359865108986302
2022-04-01 20.358289500032000
2022-05-01 20.461460210096398
2022-06-01 20.658800758944100
2022-07-01 20.969177224644900
2022-08-01 21.052614251721398
2022-09-01 21.163205713001197
2022-10-01 21.311157738225700
2022-11-01 21.374675556264897
2022-12-01 21.511078515610600
2023-01-01 21.919601782492300
2023-02-01 21.679560796720600
2023-03-01 21.855598017896800
2023-04-01 21.851241378395300
2023-05-01 22.041184709069200
2023-06-01 22.150177238683800
2023-07-01 21.773585533056302
2023-08-01 21.766816050938395
2023-09-01 21.452772520969397
2023-10-01 21.616723129352604
2023-11-01 21.681544335470900
2023-12-01 21.731522245720800
2024-01-01 21.719535587126900
2024-02-01 21.882171799641500
2024-03-01 21.849740792675400
2024-04-01 21.942630475882100
2024-05-01 21.916857493589500
2024-06-01 21.938579980430898
2024-07-01 21.976704172737000
2024-08-01 21.985531520699396
2024-09-01 22.150319882415500
2024-10-01 22.225786787419600
2024-11-01 22.286851922554803
2024-12-01 22.239505214115600

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