Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Lowell-Billerica-Chelmsford, MA-NH (NECTA Division)

Title All Employees: Education and Health Services: Private Education and Health Services in Lowell-Billerica-Chelmsford, MA-NH (NECTA Division)
Series ID SMU25748046500000001SA
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 2024-11-01
Last Updated 2024-12-21 5:41 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 11.008546633866000
1990-02-01 11.237111719033502
1990-03-01 11.359344454033598
1990-04-01 11.368812326252101
1990-05-01 11.526391963926100
1990-06-01 11.456236036954401
1990-07-01 11.783525030340700
1990-08-01 11.719166917972400
1990-09-01 11.763658226562400
1990-10-01 11.854844712892700
1990-11-01 11.862949111896600
1990-12-01 11.974885320973700
1991-01-01 11.598124333977400
1991-02-01 11.729513696418200
1991-03-01 11.861551794558599
1991-04-01 11.857508175205400
1991-05-01 11.933667636413901
1991-06-01 12.051992015936001
1991-07-01 11.691054056070600
1991-08-01 12.034772609667100
1991-09-01 12.063830673890000
1991-10-01 11.955510416856100
1991-11-01 11.954249556772098
1991-12-01 12.074236101420300
1992-01-01 12.084724380296302
1992-02-01 12.112624751527200
1992-03-01 12.171018144076701
1992-04-01 12.240688122970400
1992-05-01 12.356402170154800
1992-06-01 12.142873385072500
1992-07-01 12.415734216712101
1992-08-01 12.660188113882900
1992-09-01 12.462720996226200
1992-10-01 12.660437961943400
1992-11-01 12.738056367265902
1992-12-01 12.673624542606600
1993-01-01 12.767008486992800
1993-02-01 12.691363866172301
1993-03-01 12.680805140692500
1993-04-01 12.718788804406900
1993-05-01 12.677097563065100
1993-06-01 12.733327102070401
1993-07-01 12.846621040349698
1993-08-01 12.675240578694199
1993-09-01 12.863119320610500
1993-10-01 12.968945366881401
1993-11-01 12.913877620528801
1993-12-01 12.975603168851599
1994-01-01 13.050975260815900
1994-02-01 13.071188775532699
1994-03-01 12.987402619061198
1994-04-01 13.100048135496700
1994-05-01 12.992071484556000
1994-06-01 13.227078449801303
1994-07-01 13.067321379532599
1994-08-01 13.095914208282402
1994-09-01 13.267242009640100
1994-10-01 13.281559292038901
1994-11-01 13.400473295088300
1994-12-01 13.372154525130100
1995-01-01 13.342331019978399
1995-02-01 13.551675803207100
1995-03-01 13.491179598386099
1995-04-01 13.485028824787600
1995-05-01 13.483195396671300
1995-06-01 13.625752407294400
1995-07-01 13.591045820736499
1995-08-01 13.713240575519800
1995-09-01 13.676500515579300
1995-10-01 13.599507284339900
1995-11-01 13.694796251739099
1995-12-01 13.659729857841198
1996-01-01 13.245066425931801
1996-02-01 13.243006604776400
1996-03-01 13.290660096870198
1996-04-01 13.283066052623000
1996-05-01 13.279005104351599
1996-06-01 13.228773749319501
1996-07-01 13.190408029266601
1996-08-01 13.189380337670100
1996-09-01 13.285199746441698
1996-10-01 13.320829143518400
1996-11-01 13.303257021136401
1996-12-01 13.349814471466999
1997-01-01 13.443901019963400
1997-02-01 13.428555807559901
1997-03-01 13.481204158779098
1997-04-01 13.488289890755100
1997-05-01 13.672401399430198
1997-06-01 13.536907023808698
1997-07-01 13.698367983637400
1997-08-01 13.573337425275600
1997-09-01 13.605286288178000
1997-10-01 13.632308383423300
1997-11-01 13.605126806640700
1997-12-01 13.645716729586400
1998-01-01 13.536534623917000
1998-02-01 13.613735948903600
1998-03-01 13.571469822945199
1998-04-01 13.708075682872600
1998-05-01 13.784499827844801
1998-06-01 13.851410646624998
1998-07-01 13.580768400331198
1998-08-01 13.648809020123801
1998-09-01 13.621627916103401
1998-10-01 13.627942231185400
1998-11-01 13.706103494021198
1998-12-01 13.847886227812200
1999-01-01 13.725997824131902
1999-02-01 13.596479163579000
1999-03-01 13.768583713427300
1999-04-01 13.932135426711400
1999-05-01 13.807427212762999
1999-06-01 13.863129860381100
1999-07-01 13.877699845930600
1999-08-01 13.928515196675400
1999-09-01 13.932057822933100
1999-10-01 13.917071703938598
1999-11-01 13.893232228601300
1999-12-01 13.945823143500600
2000-01-01 14.315557740871900
2000-02-01 14.287341472516198
2000-03-01 14.271951009298599
2000-04-01 14.052126465217599
2000-05-01 14.040545100860800
2000-06-01 14.069518908494300
2000-07-01 14.474157356256300
2000-08-01 14.414214190399600
2000-09-01 14.333425262581699
2000-10-01 14.401560492031100
2000-11-01 14.474987635957401
2000-12-01 14.343155017122500
2001-01-01 14.409662853555698
2001-02-01 14.496115542560501
2001-03-01 14.483486166037500
2001-04-01 14.465932580739400
2001-05-01 14.668431394005700
2001-06-01 14.776459100808301
2001-07-01 14.866804055001400
2001-08-01 14.800252430431499
2001-09-01 14.930292405708300
2001-10-01 14.983317220012200
2001-11-01 14.951313340523601
2001-12-01 15.035505839159500
2002-01-01 15.102788052240300
2002-02-01 15.123430281302600
2002-03-01 15.204450091479800
2002-04-01 15.270899700835500
2002-05-01 15.283905634262199
2002-06-01 15.279042999643700
2002-07-01 15.147590827100998
2002-08-01 15.198717937987402
2002-09-01 15.217957953936100
2002-10-01 15.267419654294300
2002-11-01 15.331702482619500
2002-12-01 15.424519889365198
2003-01-01 14.908556354485700
2003-02-01 14.966591521944402
2003-03-01 14.937666020958300
2003-04-01 15.067595295434598
2003-05-01 14.980089110006800
2003-06-01 15.079964743587000
2003-07-01 15.134316241263500
2003-08-01 15.189355867756200
2003-09-01 15.200526682214699
2003-10-01 15.364495469985302
2003-11-01 15.315575949326599
2003-12-01 15.314678422817600
2004-01-01 15.115479476937802
2004-02-01 15.213376171768802
2004-03-01 15.265876521950500
2004-04-01 15.254539051288400
2004-05-01 15.273151367910700
2004-06-01 15.275343789619802
2004-07-01 15.421080638800700
2004-08-01 15.384808899390302
2004-09-01 15.483025960541100
2004-10-01 15.365675673162999
2004-11-01 15.308837224272098
2004-12-01 15.416222232447500
2005-01-01 15.525954207248500
2005-02-01 15.546781700608900
2005-03-01 15.578935928129999
2005-04-01 15.746297570147300
2005-05-01 15.860907549664800
2005-06-01 15.974401061869700
2005-07-01 16.010634484521102
2005-08-01 16.080658665951400
2005-09-01 16.168160889855900
2005-10-01 16.267529183573000
2005-11-01 16.404801170441000
2005-12-01 16.420406300394400
2006-01-01 16.441497308774500
2006-02-01 16.470639975759500
2006-03-01 16.482664908976500
2006-04-01 16.539493335472000
2006-05-01 16.642581148174500
2006-06-01 16.563757807670400
2006-07-01 16.601565409634198
2006-08-01 16.682142591307798
2006-09-01 16.754983134118500
2006-10-01 16.773114359274498
2006-11-01 16.917246415788500
2006-12-01 16.926972611669800
2007-01-01 17.065425177569402
2007-02-01 17.079740712865100
2007-03-01 17.180086550300500
2007-04-01 17.226423432362200
2007-05-01 17.219482311226700
2007-06-01 17.348906870556500
2007-07-01 17.407268154376400
2007-08-01 17.384455973295800
2007-09-01 17.449078776700500
2007-10-01 17.481284621773400
2007-11-01 17.439598422326400
2007-12-01 17.422612834795200
2008-01-01 17.489382184413100
2008-02-01 17.583091214323900
2008-03-01 17.576110531005000
2008-04-01 17.409277534648200
2008-05-01 17.604964386983700
2008-06-01 17.627976489945300
2008-07-01 17.716113665162100
2008-08-01 17.781196298920600
2008-09-01 17.956365550193897
2008-10-01 17.886719735018900
2008-11-01 17.863687643999200
2008-12-01 17.911501701910602
2009-01-01 17.811904186641800
2009-02-01 17.775948969725200
2009-03-01 17.870218098438603
2009-04-01 17.896047780367800
2009-05-01 17.997109425860103
2009-06-01 17.913690267967600
2009-07-01 17.930756791608000
2009-08-01 17.866669549342000
2009-09-01 17.870842001279100
2009-10-01 17.783533649292000
2009-11-01 17.778972982186602
2009-12-01 17.796131952920900
2010-01-01 18.230411219434500
2010-02-01 18.273179096098100
2010-03-01 18.266609124700600
2010-04-01 18.393408618770300
2010-05-01 18.399289750985900
2010-06-01 18.503538885549200
2010-07-01 18.543497905458400
2010-08-01 18.654408058082897
2010-09-01 18.694514787982200
2010-10-01 18.971095242655600
2010-11-01 19.073559247286600
2010-12-01 19.272877579565800
2011-01-01 18.547568611552500
2011-02-01 18.565724619740600
2011-03-01 18.671330587956800
2011-04-01 18.799595000460897
2011-05-01 18.911297952497698
2011-06-01 19.002864762807400
2011-07-01 18.948389514048300
2011-08-01 19.041102660359400
2011-09-01 19.012707521238802
2011-10-01 19.050708501124102
2011-11-01 19.055445360269900
2011-12-01 19.157214740999700
2012-01-01 19.254817082748500
2012-02-01 19.373354956700602
2012-03-01 19.484835894734000
2012-04-01 19.516150671822400
2012-05-01 19.625887228750898
2012-06-01 19.711318860147397
2012-07-01 19.732724865361900
2012-08-01 19.934502839570197
2012-09-01 19.933549303852000
2012-10-01 20.025696015358104
2012-11-01 20.128978975838603
2012-12-01 20.040288717119900
2013-01-01 20.058992004491000
2013-02-01 20.176988102908400
2013-03-01 20.204587478343700
2013-04-01 19.938910005813998
2013-05-01 20.141370373106500
2013-06-01 20.230960172643800
2013-07-01 20.400138632717300
2013-08-01 20.533584542131397
2013-09-01 20.646955202266604
2013-10-01 20.810862383161000
2013-11-01 20.895737831580103
2013-12-01 21.119835025913300
2014-01-01 20.957720118322698
2014-02-01 20.985338219883000
2014-03-01 21.325046756802400
2014-04-01 21.563200605824200
2014-05-01 21.647863262127700
2014-06-01 21.952911604617000
2014-07-01 21.961018351864702
2014-08-01 22.036906463114000
2014-09-01 22.265754851291900
2014-10-01 22.409700023361000
2014-11-01 22.466673078858300
2014-12-01 22.693044880358897
2015-01-01 21.754066106910000
2015-02-01 21.684267173041200
2015-03-01 21.844620422751102
2015-04-01 21.976151946701100
2015-05-01 22.254327979731197
2015-06-01 22.272354731810196
2015-07-01 22.532740294671804
2015-08-01 22.543408438096500
2015-09-01 22.572227435250900
2015-10-01 22.717395527890200
2015-11-01 22.857170804204700
2015-12-01 22.972408153155600
2016-01-01 23.142403621888800
2016-02-01 23.388636833104000
2016-03-01 23.457132033051500
2016-04-01 23.589085137548498
2016-05-01 23.652570823006700
2016-06-01 23.584149562077197
2016-07-01 23.925878182642500
2016-08-01 23.846270102206002
2016-09-01 23.988680337703400
2016-10-01 23.920339602940000
2016-11-01 24.155863650381605
2016-12-01 24.052798444605497
2017-01-01 24.431320661573896
2017-02-01 23.770104078545998
2017-03-01 24.057922553172500
2017-04-01 23.996590985333900
2017-05-01 24.064125149823102
2017-06-01 24.191662521402897
2017-07-01 24.239581281513200
2017-08-01 24.444718935844000
2017-09-01 24.388198983582800
2017-10-01 24.420065856149000
2017-11-01 24.444197157993198
2017-12-01 24.663275118772503
2018-01-01 24.613629629472104
2018-02-01 24.652454877565898
2018-03-01 24.648299737190500
2018-04-01 24.809390803997697
2018-05-01 24.782442439003600
2018-06-01 24.699587794669900
2018-07-01 24.659877130042897
2018-08-01 24.533646476691200
2018-09-01 24.779512768757897
2018-10-01 25.011758467686800
2018-11-01 24.924861867989502
2018-12-01 25.091884032324700
2019-01-01 25.011183532975696
2019-02-01 24.831970856879500
2019-03-01 25.241162711687103
2019-04-01 25.209652245974800
2019-05-01 25.298897995276900
2019-06-01 25.301748970999800
2019-07-01 25.178903237807397
2019-08-01 25.138194926811800
2019-09-01 25.065842720905900
2019-10-01 24.998067731509300
2019-11-01 24.904537462067900
2019-12-01 25.031117321234700
2020-01-01 25.414103492055002
2020-02-01 25.333631664472197
2020-03-01 25.328914608356500
2020-04-01 20.507769450974397
2020-05-01 20.595308951227400
2020-06-01 21.097101141374400
2020-07-01 21.976702613169000
2020-08-01 22.629845457747700
2020-09-01 22.839019510040696
2020-10-01 22.996931127678700
2020-11-01 23.309890513771800
2020-12-01 23.179697883464797
2021-01-01 23.529437376632500
2021-02-01 23.423670545300500
2021-03-01 23.420523613157002
2021-04-01 23.404195571130700
2021-05-01 23.378607041360300
2021-06-01 23.283626803681102
2021-07-01 23.485061123765000
2021-08-01 23.441980294223104
2021-09-01 23.734658020151200
2021-10-01 23.501181111961603
2021-11-01 23.604298931074900
2021-12-01 23.508888776944698
2022-01-01 23.440508798065100
2022-02-01 23.628452160663400
2022-03-01 23.712738984219197
2022-04-01 23.798217186535897
2022-05-01 23.851201799864400
2022-06-01 23.862526586749702
2022-07-01 23.890420089984100
2022-08-01 23.848308818186100
2022-09-01 23.829519749510700
2022-10-01 23.913790892651800
2022-11-01 23.918203208050603
2022-12-01 24.018861439663500
2023-01-01 23.960155824500800
2023-02-01 23.928021760225800
2023-03-01 24.109083874015800
2023-04-01 24.187973251838102
2023-05-01 24.219888206769000
2023-06-01 24.437547484285698
2023-07-01 24.097969495188398
2023-08-01 24.252711541095902
2023-09-01 24.434947031299600
2023-10-01 24.625466859816900
2023-11-01 24.639838663238102
2023-12-01 24.811812304206500
2024-01-01 24.974502317878603
2024-02-01 25.238202868577300
2024-03-01 25.201856549908900
2024-04-01 25.277709981966602
2024-05-01 25.489756095577803
2024-06-01 25.610671698000600
2024-07-01 25.713706702581803
2024-08-01 25.966636451824304
2024-09-01 25.844900928376397
2024-10-01 25.730767904094700
2024-11-01 25.863003868719200

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