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 2024-10-01
Last Updated 2024-11-20 5:24 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 11.008546503377302
1990-02-01 11.237112214110000
1990-03-01 11.359344609582200
1990-04-01 11.368812348002601
1990-05-01 11.526392073774199
1990-06-01 11.456235351045699
1990-07-01 11.783516973748900
1990-08-01 11.719169360031900
1990-09-01 11.763661202915799
1990-10-01 11.854845683696698
1990-11-01 11.862950115112698
1990-12-01 11.974886210463800
1991-01-01 11.598124173207099
1991-02-01 11.729514004358801
1991-03-01 11.861551791941800
1991-04-01 11.857508073199902
1991-05-01 11.933667592506199
1991-06-01 12.051991236394501
1991-07-01 11.691046949344400
1991-08-01 12.034775046004200
1991-09-01 12.063833579624300
1991-10-01 11.955511582718500
1991-11-01 11.954250722213400
1991-12-01 12.074237026687300
1992-01-01 12.084724221846600
1992-02-01 12.112624411119700
1992-03-01 12.171017771602699
1992-04-01 12.240687759217500
1992-05-01 12.356401905001400
1992-06-01 12.142872478628199
1992-07-01 12.415728277358902
1992-08-01 12.660190614745600
1992-09-01 12.462723813746100
1992-10-01 12.660439401913900
1992-11-01 12.738058064047500
1992-12-01 12.673626336973200
1993-01-01 12.767007353754000
1993-02-01 12.691362436180698
1993-03-01 12.680804263950500
1993-04-01 12.718788071944498
1993-05-01 12.677096899965301
1993-06-01 12.733326132118700
1993-07-01 12.846617269254000
1993-08-01 12.675242759909000
1993-09-01 12.863122067897699
1993-10-01 12.968947076388900
1993-11-01 12.913879858080099
1993-12-01 12.975605855306899
1994-01-01 13.050973060307500
1994-02-01 13.071186163754199
1994-03-01 12.987401143961500
1994-04-01 13.100046991955400
1994-05-01 12.992070583830301
1994-06-01 13.227077525172101
1994-07-01 13.067319731801100
1994-08-01 13.095916155779000
1994-09-01 13.267244433363200
1994-10-01 13.281561341298803
1994-11-01 13.400476144778303
1994-12-01 13.372158156310501
1995-01-01 13.342327610331099
1995-02-01 13.551672332499200
1995-03-01 13.491177585690300
1995-04-01 13.485027346545300
1995-05-01 13.483194376805300
1995-06-01 13.625751723158400
1995-07-01 13.591045790615500
1995-08-01 13.713242148809800
1995-09-01 13.676502570025600
1995-10-01 13.599509504984601
1995-11-01 13.694799201802200
1995-12-01 13.659733860741198
1996-01-01 13.245062962582700
1996-02-01 13.243002726945601
1996-03-01 13.290658055823300
1996-04-01 13.283064381258500
1996-05-01 13.279004412052000
1996-06-01 13.228773374476500
1996-07-01 13.190408459124901
1996-08-01 13.189381580029199
1996-09-01 13.285201249866400
1996-10-01 13.320831149712100
1996-11-01 13.303259640877600
1996-12-01 13.349818722723600
1997-01-01 13.443897497105901
1997-02-01 13.428551910114901
1997-03-01 13.481202359676399
1997-04-01 13.488288184280000
1997-05-01 13.672400976588700
1997-06-01 13.536906920710699
1997-07-01 13.698368631272302
1997-08-01 13.573338364996800
1997-09-01 13.605287518119301
1997-10-01 13.632309927441002
1997-11-01 13.605128717472400
1997-12-01 13.645720434989600
1998-01-01 13.536532113629999
1998-02-01 13.613732548576800
1998-03-01 13.571468519529800
1998-04-01 13.708074023140600
1998-05-01 13.784499681122401
1998-06-01 13.851410673965200
1998-07-01 13.580769015826100
1998-08-01 13.648809682335001
1998-09-01 13.621628777216600
1998-10-01 13.627943274465200
1998-11-01 13.706104680330698
1998-12-01 13.847888998650598
1999-01-01 13.725996318403599
1999-02-01 13.596476695756099
1999-03-01 13.768582811455300
1999-04-01 13.932133988176998
1999-05-01 13.807427162802200
1999-06-01 13.863129897260200
1999-07-01 13.877700382592100
1999-08-01 13.928515662104600
1999-09-01 13.932058428392198
1999-10-01 13.917072390291500
1999-11-01 13.893232871896300
1999-12-01 13.945825108151698
2000-01-01 14.315557056272098
2000-02-01 14.287339492362900
2000-03-01 14.271950482918100
2000-04-01 14.052125236285500
2000-05-01 14.040545029505500
2000-06-01 14.069518892828802
2000-07-01 14.474157748693900
2000-08-01 14.414214552809900
2000-09-01 14.333425728894902
2000-10-01 14.401561013360900
2000-11-01 14.474988286959000
2000-12-01 14.343156908609100
2001-01-01 14.409661883097598
2001-02-01 14.496114032321598
2001-03-01 14.483485722125002
2001-04-01 14.465931631244200
2001-05-01 14.668431155613899
2001-06-01 14.776459054096700
2001-07-01 14.866804391940802
2001-08-01 14.800252765439902
2001-09-01 14.930292868502700
2001-10-01 14.983317763925900
2001-11-01 14.951314180024900
2001-12-01 15.035507599235698
2002-01-01 15.102786727159100
2002-02-01 15.123429059506199
2002-03-01 15.204449504069400
2002-04-01 15.270898937054800
2002-05-01 15.283905287686501
2002-06-01 15.279042974659701
2002-07-01 15.147591139057100
2002-08-01 15.198718292266399
2002-09-01 15.217958456603197
2002-10-01 15.267420251291700
2002-11-01 15.331703456809000
2002-12-01 15.424521198820100
2003-01-01 14.908554990419800
2003-02-01 14.966590698215600
2003-03-01 14.937665274141500
2003-04-01 15.067594787523902
2003-05-01 14.980088741575901
2003-06-01 15.079964736109900
2003-07-01 15.134316535851200
2003-08-01 15.189356211110600
2003-09-01 15.200527137206098
2003-10-01 15.364495982381598
2003-11-01 15.315576845001200
2003-12-01 15.314679524492801
2004-01-01 15.115478185267000
2004-02-01 15.213375436610000
2004-03-01 15.265875850862100
2004-04-01 15.254538698092801
2004-05-01 15.273151056345801
2004-06-01 15.275343851799800
2004-07-01 15.421080922307901
2004-08-01 15.384809196299500
2004-09-01 15.483026311503000
2004-10-01 15.365676000572600
2004-11-01 15.308837855194400
2004-12-01 15.416222985955901
2005-01-01 15.525953230122399
2005-02-01 15.546781209571600
2005-03-01 15.578935429908400
2005-04-01 15.746297398507500
2005-05-01 15.860907331635401
2005-06-01 15.974401177720198
2005-07-01 16.010634786460600
2005-08-01 16.080658891134300
2005-09-01 16.168160967922198
2005-10-01 16.267529235833300
2005-11-01 16.404801424883498
2005-12-01 16.420406634605300
2006-01-01 16.441496739051600
2006-02-01 16.470640027793700
2006-03-01 16.482664677545100
2006-04-01 16.539493431594998
2006-05-01 16.642580922445400
2006-06-01 16.563758085171198
2006-07-01 16.601565725177200
2006-08-01 16.682142699950500
2006-09-01 16.754982851273102
2006-10-01 16.773114055821303
2006-11-01 16.917245718422500
2006-12-01 16.926972461050300
2007-01-01 17.065425244313300
2007-02-01 17.079741626677900
2007-03-01 17.180086773192000
2007-04-01 17.226423915146000
2007-05-01 17.219482136630900
2007-06-01 17.348907358185300
2007-07-01 17.407268499964200
2007-08-01 17.384455908807098
2007-09-01 17.449077994847200
2007-10-01 17.481283823633000
2007-11-01 17.439596394287100
2007-12-01 17.422611471257202
2008-01-01 17.489383612123100
2008-02-01 17.583093373283997
2008-03-01 17.576111376331998
2008-04-01 17.409278468193600
2008-05-01 17.604964297602802
2008-06-01 17.627977134626300
2008-07-01 17.716113924264900
2008-08-01 17.781195966095100
2008-09-01 17.956364245280900
2008-10-01 17.886718307009300
2008-11-01 17.863684201656998
2008-12-01 17.911499126588602
2009-01-01 17.811907060074700
2009-02-01 17.775952294279300
2009-03-01 17.870219693268300
2009-04-01 17.896049198827800
2009-05-01 17.997109618431600
2009-06-01 17.913690967963800
2009-07-01 17.930756913274898
2009-08-01 17.866668901717200
2009-09-01 17.870840126314302
2009-10-01 17.783531513819100
2009-11-01 17.778968388481300
2009-12-01 17.796128294209200
2010-01-01 18.230415585459300
2010-02-01 18.273183598310002
2010-03-01 18.266611742151600
2010-04-01 18.393410484405397
2010-05-01 18.399290174386600
2010-06-01 18.503539583544000
2010-07-01 18.543497751008502
2010-08-01 18.654406911668000
2010-09-01 18.694512274729302
2010-10-01 18.971092168763800
2010-11-01 19.073553227763604
2010-12-01 19.272872881906200
2011-01-01 18.547574979141900
2011-02-01 18.565729731174800
2011-03-01 18.671334014896600
2011-04-01 18.799597275221700
2011-05-01 18.911298836108898
2011-06-01 19.002865079918198
2011-07-01 18.948389146794700
2011-08-01 19.041101034989100
2011-09-01 19.012704508298900
2011-10-01 19.050704655649298
2011-11-01 19.055438390984100
2011-12-01 19.157207995422400
2012-01-01 19.254827344300100
2012-02-01 19.373360904356900
2012-03-01 19.484840352447400
2012-04-01 19.516153262438500
2012-05-01 19.625888344834102
2012-06-01 19.711318311637200
2012-07-01 19.732723989940800
2012-08-01 19.934500572087200
2012-09-01 19.933545758004502
2012-10-01 20.025691299959900
2012-11-01 20.128971355425900
2012-12-01 20.040280728547103
2013-01-01 20.059005576278697
2013-02-01 20.176994592996500
2013-03-01 20.204592716144800
2013-04-01 19.938913112426500
2013-05-01 20.141372191371698
2013-06-01 20.230956537588700
2013-07-01 20.400137735181900
2013-08-01 20.533582211317302
2013-09-01 20.646951364662500
2013-10-01 20.810857154344898
2013-11-01 20.895730097672697
2013-12-01 21.119825952167400
2014-01-01 20.957736150248998
2014-02-01 20.985346372102600
2014-03-01 21.325052333640300
2014-04-01 21.563204035158500
2014-05-01 21.647865344566103
2014-06-01 21.952904512247702
2014-07-01 21.961017145971198
2014-08-01 22.036903950862303
2014-09-01 22.265750673070897
2014-10-01 22.409694520486802
2014-11-01 22.466665864611397
2014-12-01 22.693036714806400
2015-01-01 21.754083087814102
2015-02-01 21.684276689268998
2015-03-01 21.844624678690100
2015-04-01 21.976154396104400
2015-05-01 22.254329726120300
2015-06-01 22.272344684210000
2015-07-01 22.532739752541104
2015-08-01 22.543408323460397
2015-09-01 22.572223399883900
2015-10-01 22.717388285676698
2015-11-01 22.857164479734603
2015-12-01 22.972401795417200
2016-01-01 23.142422519731998
2016-02-01 23.388650565031200
2016-03-01 23.457135036608200
2016-04-01 23.589083665501498
2016-05-01 23.652567804188000
2016-06-01 23.584136555327500
2016-07-01 23.925878254003300
2016-08-01 23.846274866226000
2016-09-01 23.988679459634103
2016-10-01 23.920330914587000
2016-11-01 24.155855751645397
2016-12-01 24.052792795678897
2017-01-01 24.431351386812600
2017-02-01 23.770117196428398
2017-03-01 24.057924306941500
2017-04-01 23.996583780817698
2017-05-01 24.064110991935397
2017-06-01 24.191616679741397
2017-07-01 24.239613808564400
2017-08-01 24.444728620368800
2017-09-01 24.388210626026000
2017-10-01 24.420073107001800
2017-11-01 24.444174927900600
2017-12-01 24.663272893782302
2018-01-01 24.613670208131400
2018-02-01 24.652454006213603
2018-03-01 24.648276335271603
2018-04-01 24.809365101831002
2018-05-01 24.782434983456604
2018-06-01 24.699474994820700
2018-07-01 24.659989949613102
2018-08-01 24.533685448245503
2018-09-01 24.779594776166896
2018-10-01 25.011767186533700
2018-11-01 24.924806190681000
2018-12-01 25.091861880355395
2019-01-01 25.011197784338002
2019-02-01 24.831908098398298
2019-03-01 25.241068343992700
2019-04-01 25.209599690335000
2019-05-01 25.298941512069202
2019-06-01 25.301654610049600
2019-07-01 25.179186340881802
2019-08-01 25.138295156669102
2019-09-01 25.065956742336198
2019-10-01 24.998007821746302
2019-11-01 24.904409201088000
2019-12-01 25.031091096167398
2020-01-01 25.414113396211200
2020-02-01 25.333518970793900
2020-03-01 25.328736724421397
2020-04-01 20.507631508564998
2020-05-01 20.595212876879398
2020-06-01 21.096958713813800
2020-07-01 21.977818481775998
2020-08-01 22.629789992318300
2020-09-01 22.839006441307998
2020-10-01 22.996707645068497
2020-11-01 23.309674549892698
2020-12-01 23.179661629894200
2021-01-01 23.529557537958997
2021-02-01 23.423555764889800
2021-03-01 23.420281511196798
2021-04-01 23.403790155019700
2021-05-01 23.378248969889803
2021-06-01 23.283503807514702
2021-07-01 23.487477301247200
2021-08-01 23.441423018858200
2021-09-01 23.735221505239600
2021-10-01 23.499724678390397
2021-11-01 23.604122793291303
2021-12-01 23.509119461660400
2022-01-01 23.440969602666396
2022-02-01 23.628505502899397
2022-03-01 23.712444508180198
2022-04-01 23.797402725419303
2022-05-01 23.850493003544802
2022-06-01 23.862640906264300
2022-07-01 23.894556164537303
2022-08-01 23.847759692298197
2022-09-01 23.831008864833898
2022-10-01 23.910744920313896
2022-11-01 23.914790229776898
2022-12-01 24.019775366601400
2023-01-01 23.961374515444497
2023-02-01 23.928635280151000
2023-03-01 24.109106478808400
2023-04-01 24.187065017876000
2023-05-01 24.219180441058697
2023-06-01 24.438329360629200
2023-07-01 24.103600602964000
2023-08-01 24.252559505243102
2023-09-01 24.437930727661500
2023-10-01 24.620604042260900
2023-11-01 24.630177056220496
2023-12-01 24.813827734785700
2024-01-01 24.976833935828200
2024-02-01 25.239783125348897
2024-03-01 25.202551159367900
2024-04-01 25.277020716030997
2024-05-01 25.489243914212700
2024-06-01 25.612335293188895
2024-07-01 25.721540800252700
2024-08-01 25.967500249147502
2024-09-01 25.849311467046498
2024-10-01 25.724943475881300

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