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 2024-12-01
Last Updated 2025-01-29 5:47 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 11.008558293202500
1990-02-01 11.237117566630499
1990-03-01 11.359349245406600
1990-04-01 11.368815579116600
1990-05-01 11.526392887899199
1990-06-01 11.456238185448198
1990-07-01 11.783562985464801
1990-08-01 11.719151628253400
1990-09-01 11.763641365732800
1990-10-01 11.854834952306900
1990-11-01 11.862937384106100
1990-12-01 11.974871354081400
1991-01-01 11.598135564031100
1991-02-01 11.729520016563900
1991-03-01 11.861557110734699
1991-04-01 11.857511849395099
1991-05-01 11.933669233967800
1991-06-01 12.051994532604802
1991-07-01 11.691087544963802
1991-08-01 12.034757609071601
1991-09-01 12.063814767848600
1991-10-01 11.955500766189802
1991-11-01 11.954238303287100
1991-12-01 12.074223399164400
1992-01-01 12.084733928674400
1992-02-01 12.112632681015999
1992-03-01 12.171024168724700
1992-04-01 12.240692377365502
1992-05-01 12.356404523479800
1992-06-01 12.142876333030200
1992-07-01 12.415762160416000
1992-08-01 12.660173220252800
1992-09-01 12.462706413630302
1992-10-01 12.660428391062801
1992-11-01 12.738044902779300
1992-12-01 12.673611675763200
1993-01-01 12.767018613465900
1993-02-01 12.691374358346698
1993-03-01 12.680811994745400
1993-04-01 12.718793790240200
1993-05-01 12.677101313767700
1993-06-01 12.733330330497802
1993-07-01 12.846638680367699
1993-08-01 12.675228043570600
1993-09-01 12.863106332227700
1993-10-01 12.968936328565600
1993-11-01 12.913866283006302
1993-12-01 12.975589996568198
1994-01-01 13.050986452989800
1994-02-01 13.071202009000300
1994-03-01 12.987410400435200
1994-04-01 13.100053849979501
1994-05-01 12.992075781980699
1994-06-01 13.227081599227299
1994-07-01 13.067329003515100
1994-08-01 13.095903745390999
1994-09-01 13.267231496146000
1994-10-01 13.281550336316700
1994-11-01 13.400461449579500
1994-12-01 13.372140296655700
1995-01-01 13.342344541091700
1995-02-01 13.551690694780000
1995-03-01 13.491188294166300
1995-04-01 13.485035102289300
1995-05-01 13.483199914809600
1995-06-01 13.625754854597500
1995-07-01 13.591045980765600
1995-08-01 13.713232774215902
1995-09-01 13.676492328104501
1995-10-01 13.599498524531000
1995-11-01 13.694784767698600
1995-12-01 13.659714446448500
1996-01-01 13.245079850683300
1996-02-01 13.243022387153400
1996-03-01 13.290668126969800
1996-04-01 13.283072608090400
1996-05-01 13.279007983644500
1996-06-01 13.228775081708699
1996-07-01 13.190406281971400
1996-08-01 13.189374744767198
1996-09-01 13.285193946181000
1996-10-01 13.320821460616500
1996-11-01 13.303247046222598
1996-12-01 13.349797984147301
1997-01-01 13.443914611374900
1997-02-01 13.428571362358902
1997-03-01 13.481211027535100
1997-04-01 13.488296484184500
1997-05-01 13.672403100535000
1997-06-01 13.536907392221300
1997-07-01 13.698365409908199
1997-08-01 13.573333512847700
1997-09-01 13.605281527187600
1997-10-01 13.632302439539500
1997-11-01 13.605119497709401
1997-12-01 13.645702061894500
1998-01-01 13.536544371049200
1998-02-01 13.613749551010500
1998-03-01 13.571474830251000
1998-04-01 13.708082193021800
1998-05-01 13.784500410322800
1998-06-01 13.851410653829000
1998-07-01 13.580765953994998
1998-08-01 13.648806413623600
1998-09-01 13.621624467573600
1998-10-01 13.627938032193502
1998-11-01 13.706098778353100
1998-12-01 13.847874919904498
1999-01-01 13.726003831738500
1999-02-01 13.596489161144200
1999-03-01 13.768587379316800
1999-04-01 13.932141253620602
1999-05-01 13.807427543450801
1999-06-01 13.863129991397300
1999-07-01 13.877697755290100
1999-08-01 13.928513296165098
1999-09-01 13.932055204067900
1999-10-01 13.917068616891802
1999-11-01 13.893229176695800
1999-12-01 13.945814282951500
2000-01-01 14.315561197411300
2000-02-01 14.287350000578401
2000-03-01 14.271953483567100
2000-04-01 14.052131658970099
2000-05-01 14.040545732214598
2000-06-01 14.069519312694199
2000-07-01 14.474155785285700
2000-08-01 14.414212532835000
2000-09-01 14.333422927796800
2000-10-01 14.401557742291100
2000-11-01 14.474984015280599
2000-12-01 14.343145807298601
2001-01-01 14.409668196835899
2001-02-01 14.496122587232900
2001-03-01 14.483488644246600
2001-04-01 14.465936885425100
2001-05-01 14.668432901089599
2001-06-01 14.776459669072700
2001-07-01 14.866802584669399
2001-08-01 14.800250708643901
2001-09-01 14.930289841503000
2001-10-01 14.983314136057801
2001-11-01 14.951308392042199
2001-12-01 15.035496605790698
2002-01-01 15.102795599483900
2002-02-01 15.123436540704802
2002-03-01 15.204453501162000
2002-04-01 15.270903423722900
2002-05-01 15.283907713243899
2002-06-01 15.279043374406900
2002-07-01 15.147589298541900
2002-08-01 15.198716005441598
2002-09-01 15.217955087206800
2002-10-01 15.267416282604302
2002-11-01 15.331696718457000
2002-12-01 15.424512497775302
2003-01-01 14.908564195316200
2003-02-01 14.966596202458800
2003-03-01 14.937670215768499
2003-04-01 15.067598023716600
2003-05-01 14.980091249904099
2003-06-01 15.079964909975200
2003-07-01 15.134314698103500
2003-08-01 15.189353950721000
2003-09-01 15.200524046572400
2003-10-01 15.364492540912600
2003-11-01 15.315570508290698
2003-12-01 15.314672065715001
2004-01-01 15.115487014181900
2004-02-01 15.213380448169500
2004-03-01 15.265880414209000
2004-04-01 15.254541046235600
2004-05-01 15.273153195657300
2004-06-01 15.275343497801199
2004-07-01 15.421079092851300
2004-08-01 15.384807207482000
2004-09-01 15.483023859408801
2004-10-01 15.365673706083800
2004-11-01 15.308833220324200
2004-12-01 15.416217867235200
2005-01-01 15.525959984326901
2005-02-01 15.546784675161400
2005-03-01 15.578938923715802
2005-04-01 15.746298737370200
2005-05-01 15.860908848082800
2005-06-01 15.974400527040600
2005-07-01 16.010632932273600
2005-08-01 16.080657398475303
2005-09-01 16.168159950278700
2005-10-01 16.267528402813900
2005-11-01 16.404798929371200
2005-12-01 16.420404157979696
2006-01-01 16.441500759720700
2006-02-01 16.470640728049098
2006-03-01 16.482666725601998
2006-04-01 16.539493445551100
2006-05-01 16.642582191692600
2006-06-01 16.563756775181300
2006-07-01 16.601563989034200
2006-08-01 16.682141904457200
2006-09-01 16.754983579795500
2006-10-01 16.773114926646700
2006-11-01 16.917247713352700
2006-12-01 16.926972957010697
2007-01-01 17.065425495134498
2007-02-01 17.079738290242800
2007-03-01 17.180086585872200
2007-04-01 17.226422254288800
2007-05-01 17.219483013859100
2007-06-01 17.348905337679400
2007-07-01 17.407266902693600
2007-08-01 17.384455978190400
2007-09-01 17.449080988212900
2007-10-01 17.481286771984300
2007-11-01 17.439603922368697
2007-12-01 17.422616780152500
2008-01-01 17.489378240974600
2008-02-01 17.583084938149902
2008-03-01 17.576108418338700
2008-04-01 17.409274928397000
2008-05-01 17.604964800182500
2008-06-01 17.627974563491000
2008-07-01 17.716112827230603
2008-08-01 17.781197165722800
2008-09-01 17.956369439660100
2008-10-01 17.886723784143200
2008-11-01 17.863697368308300
2008-12-01 17.911509080873000
2009-01-01 17.811896051952502
2009-02-01 17.775939192966600
2009-03-01 17.870213599232198
2009-04-01 17.896043745530800
2009-05-01 17.997108956436900
2009-06-01 17.913688164877100
2009-07-01 17.930756361852602
2009-08-01 17.866671375660697
2009-09-01 17.870847754112500
2009-10-01 17.783539940885500
2009-11-01 17.778986265957800
2009-12-01 17.796142421722102
2010-01-01 18.230398716238300
2010-02-01 18.273165723529900
2010-03-01 18.266601387172000
2010-04-01 18.393403157391000
2010-05-01 18.399288407193100
2010-06-01 18.503536605809200
2010-07-01 18.543498205745802
2010-08-01 18.654411460327100
2010-09-01 18.694522734121200
2010-10-01 18.971104810827200
2010-11-01 19.073577377733802
2010-12-01 19.272891877833100
2011-01-01 18.547549186482602
2011-02-01 18.565709281492400
2011-03-01 18.671320134331502
2011-04-01 18.799587926899800
2011-05-01 18.911294730177100
2011-06-01 19.002862785348302
2011-07-01 18.948390262348102
2011-08-01 19.041107780996303
2011-09-01 19.012717546551002
2011-10-01 19.050721275653103
2011-11-01 19.055467925074698
2011-12-01 19.157237716772800
2012-01-01 19.254783317963900
2012-02-01 19.373336623412800
2012-03-01 19.484821770239800
2012-04-01 19.516141814099000
2012-05-01 19.625882123644400
2012-06-01 19.711318036584000
2012-07-01 19.732727196806000
2012-08-01 19.934510334612600
2012-09-01 19.933562007456400
2012-10-01 20.025713037150200
2012-11-01 20.129005726217800
2012-12-01 20.040319038786700
2013-01-01 20.058945584898800
2013-02-01 20.176966737376400
2013-03-01 20.204569647321900
2013-04-01 19.938898667792700
2013-05-01 20.141363313965897
2013-06-01 20.230957484574500
2013-07-01 20.400148577950400
2013-08-01 20.533595118763103
2013-09-01 20.646970923136198
2013-10-01 20.810882646215500
2013-11-01 20.895766978607800
2013-12-01 21.119871347529102
2014-01-01 20.957664189826400
2014-02-01 20.985307910330500
2014-03-01 21.325024863627700
2014-04-01 21.563184825229200
2014-05-01 21.647853777772102
2014-06-01 21.952907599437400
2014-07-01 21.961041970080700
2014-08-01 22.036926440870700
2014-09-01 22.265779150585800
2014-10-01 22.409725381453300
2014-11-01 22.466700643101696
2014-12-01 22.693075291074300
2015-01-01 21.754001701864702
2015-02-01 21.684219158757600
2015-03-01 21.844590018854000
2015-04-01 21.976136787298800
2015-05-01 22.254326026351400
2015-06-01 22.272352070446896
2015-07-01 22.532768780016305
2015-08-01 22.543488866366400
2015-09-01 22.572249312909600
2015-10-01 22.717399577185997
2015-11-01 22.857201309035700
2015-12-01 22.972432448109497
2016-01-01 23.142323977059604
2016-02-01 23.388527219140300
2016-03-01 23.457073842997900
2016-04-01 23.589066316252104
2016-05-01 23.652586716444898
2016-06-01 23.584172352400300
2016-07-01 23.925937832197700
2016-08-01 23.846445819722298
2016-09-01 23.988721829176900
2016-10-01 23.920340894592600
2016-11-01 24.155913969419604
2016-12-01 24.052795499569896
2017-01-01 24.431109130119900
2017-02-01 23.769922498207700
2017-03-01 24.057802785239100
2017-04-01 23.996514129084000
2017-05-01 24.064088187419700
2017-06-01 24.192125279411503
2017-07-01 24.239497266209302
2017-08-01 24.445015032326900
2017-09-01 24.388304194206500
2017-10-01 24.420053304394003
2017-11-01 24.444148493520200
2017-12-01 24.663319587528100
2018-01-01 24.613178292311200
2018-02-01 24.652191187733003
2018-03-01 24.648201560956900
2018-04-01 24.809299666672000
2018-05-01 24.782274175701800
2018-06-01 24.700849261940700
2018-07-01 24.659306847969000
2018-08-01 24.533663735587800
2018-09-01 24.780186281087400
2018-10-01 25.011591229812100
2018-11-01 24.924729092925300
2018-12-01 25.092202793185898
2019-01-01 25.009844445172100
2019-02-01 24.831937104294600
2019-03-01 25.241351518790804
2019-04-01 25.209692064908800
2019-05-01 25.298576817160500
2019-06-01 25.303821932989603
2019-07-01 25.177755958857700
2019-08-01 25.137817747985600
2019-09-01 25.067007001081400
2019-10-01 24.997619528946000
2019-11-01 24.904142200604300
2019-12-01 25.031493166063400
2020-01-01 25.412040495137500
2020-02-01 25.334162941364397
2020-03-01 25.329429130970700
2020-04-01 20.507967097149500
2020-05-01 20.595493869739400
2020-06-01 21.101113916057000
2020-07-01 21.971160010797400
2020-08-01 22.630670774590000
2020-09-01 22.841058405720897
2020-10-01 22.996028587759700
2020-11-01 23.308788292037200
2020-12-01 23.179674295529598
2021-01-01 23.526611798768602
2021-02-01 23.426770498414400
2021-03-01 23.420600461327100
2021-04-01 23.404628990493002
2021-05-01 23.379466882483300
2021-06-01 23.289295063555100
2021-07-01 23.473183878985300
2021-08-01 23.449166266562900
2021-09-01 23.738281048685700
2021-10-01 23.492616548282300
2021-11-01 23.605464663764700
2021-12-01 23.507978916779600
2022-01-01 23.437724692084604
2022-02-01 23.634166085646502
2022-03-01 23.712974738445702
2022-04-01 23.798915565305500
2022-05-01 23.852454399746600
2022-06-01 23.869119318106400
2022-07-01 23.872658537290803
2022-08-01 23.862265140080700
2022-09-01 23.834661287855702
2022-10-01 23.897167049578200
2022-11-01 23.921760650512000
2022-12-01 24.016408199496198
2023-01-01 23.957292661034200
2023-02-01 23.936943601456104
2023-03-01 24.109502807328000
2023-04-01 24.189024879208500
2023-05-01 24.221181846991700
2023-06-01 24.442801854261603
2023-07-01 24.077799474077600
2023-08-01 24.274067961905200
2023-09-01 24.441067467017300
2023-10-01 24.598586069189000
2023-11-01 24.647146824098000
2023-12-01 24.807306275216497
2024-01-01 24.972398999576697
2024-02-01 25.249219559320398
2024-03-01 25.203049467080200
2024-04-01 25.279086787632200
2024-05-01 25.491182277913605
2024-06-01 25.615870227193000
2024-07-01 25.689516842339500
2024-08-01 25.993482665801395
2024-09-01 25.851463466209196
2024-10-01 25.698190718616000
2024-11-01 25.871652794246696
2024-12-01 25.994450022707300

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