Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Boston-Cambridge-Newton, MA (NECTA Division)

Title All Employees: Education and Health Services: Private Educational Services in Boston-Cambridge-Newton, MA (NECTA Division)
Series ID SMU25716546561000001SA
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 5:37 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 85.77782371130121
1990-02-01 85.63889414774100
1990-03-01 84.64477781858841
1990-04-01 85.92916576636120
1990-05-01 86.63633335927830
1990-06-01 86.12963957466370
1990-07-01 84.61640149687240
1990-08-01 85.46507916001471
1990-09-01 84.94720577519541
1990-10-01 85.47504517826590
1990-11-01 85.86853370899260
1990-12-01 85.62605049467130
1991-01-01 85.80102658435241
1991-02-01 86.52937903729410
1991-03-01 87.57502552385250
1991-04-01 85.64828786187360
1991-05-01 85.01147833321130
1991-06-01 84.40481057404000
1991-07-01 86.01120107959700
1991-08-01 86.04230849680701
1991-09-01 86.04055857600790
1991-10-01 86.08385422123150
1991-11-01 85.98609819231109
1991-12-01 86.14444354846408
1992-01-01 85.09783887503279
1992-02-01 85.15319503992640
1992-03-01 85.14142960882029
1992-04-01 85.27939751410420
1992-05-01 84.80940043003191
1992-06-01 84.71681958571200
1992-07-01 84.10437266629360
1992-08-01 84.32039481013490
1992-09-01 85.47078283557850
1992-10-01 86.46781530205880
1992-11-01 85.37194546515920
1992-12-01 84.72619729274580
1993-01-01 87.53934811806400
1993-02-01 86.37617520037901
1993-03-01 87.92597112505720
1993-04-01 87.40249905633180
1993-05-01 87.78326994380508
1993-06-01 87.70728374922420
1993-07-01 88.75498651914191
1993-08-01 89.21906881081970
1993-09-01 88.54877010012590
1993-10-01 87.94414567855542
1993-11-01 89.01188841900552
1993-12-01 89.02132128674950
1994-01-01 88.19574710725910
1994-02-01 89.85627081886820
1994-03-01 89.45092864328609
1994-04-01 90.43212654478930
1994-05-01 90.30692877852160
1994-06-01 91.09359551852378
1994-07-01 90.92342892807069
1994-08-01 90.91783278458300
1994-09-01 90.55518920573022
1994-10-01 90.29453771372360
1994-11-01 90.09782502941130
1994-12-01 90.21197779928379
1995-01-01 90.72008364691851
1995-02-01 90.73437140055941
1995-03-01 90.69913800034450
1995-04-01 91.24448433074020
1995-05-01 93.20837885223780
1995-06-01 92.46558007455099
1995-07-01 94.39348190919650
1995-08-01 93.30105371051751
1995-09-01 92.92431641175249
1995-10-01 95.96198859846720
1995-11-01 95.95627675765720
1995-12-01 95.84723312825491
1996-01-01 94.60718929186321
1996-02-01 95.12546105767330
1996-03-01 95.43309430718142
1996-04-01 96.03099391620319
1996-05-01 95.67997467096001
1996-06-01 95.42949070249670
1996-07-01 95.09795863143110
1996-08-01 95.40266434818149
1996-09-01 95.42461044682248
1996-10-01 95.73486345616320
1996-11-01 95.43286989056660
1996-12-01 95.37825385361950
1997-01-01 97.02512504293440
1997-02-01 96.85314677750559
1997-03-01 96.24824172351780
1997-04-01 96.01997151950279
1997-05-01 95.99591698099500
1997-06-01 94.92290623916278
1997-07-01 95.40266286149959
1997-08-01 95.52764990061270
1997-09-01 95.46148627614859
1997-10-01 95.21637648688930
1997-11-01 95.18155369144621
1997-12-01 95.59626619582520
1998-01-01 95.94894901623141
1998-02-01 96.14503781035520
1998-03-01 96.98907358837221
1998-04-01 96.61333859205659
1998-05-01 97.17315813440690
1998-06-01 97.83381479009760
1998-07-01 97.41292113644529
1998-08-01 97.50534522778901
1998-09-01 96.99735249669080
1998-10-01 96.30204210107010
1998-11-01 96.45127256309970
1998-12-01 96.09909381712929
1999-01-01 96.75870168836158
1999-02-01 97.51164211907980
1999-03-01 98.14388623743099
1999-04-01 97.31800730788629
1999-05-01 97.54492812812950
1999-06-01 99.39725851241560
1999-07-01 98.05754498317640
1999-08-01 102.50516408807100
1999-09-01 99.01282475082900
1999-10-01 100.05401414062200
1999-11-01 100.61810769817200
1999-12-01 101.13455929901200
2000-01-01 100.69300766145500
2000-02-01 99.61756170172090
2000-03-01 99.37150234197331
2000-04-01 99.98073227278108
2000-05-01 100.02690076622801
2000-06-01 100.40381962387801
2000-07-01 100.62959006117501
2000-08-01 102.35962800566601
2000-09-01 103.67030159269800
2000-10-01 101.58064196931299
2000-11-01 101.91251451639401
2000-12-01 102.21015907019400
2001-01-01 101.70928398164800
2001-02-01 102.15184225484100
2001-03-01 100.55617805056500
2001-04-01 101.92738173130900
2001-05-01 102.17460612147300
2001-06-01 102.64272546102801
2001-07-01 104.34150337184799
2001-08-01 103.20843424436701
2001-09-01 102.95856276782400
2001-10-01 103.36427867931200
2001-11-01 103.03458680709100
2001-12-01 103.04613856768700
2002-01-01 104.07581056914700
2002-02-01 103.70460993278700
2002-03-01 104.13686281066400
2002-04-01 104.34373741250401
2002-05-01 104.26749453711099
2002-06-01 104.86488322018101
2002-07-01 105.11229628533701
2002-08-01 104.80386968976102
2002-09-01 105.04148882515499
2002-10-01 104.78351561880301
2002-11-01 105.18909468740000
2002-12-01 104.88357502889400
2003-01-01 103.36632509543600
2003-02-01 101.87755871059500
2003-03-01 102.65107606530100
2003-04-01 103.14638374485200
2003-05-01 102.42632983960300
2003-06-01 103.16943558833700
2003-07-01 100.42016414308400
2003-08-01 99.42377946370920
2003-09-01 99.70635989737660
2003-10-01 104.06099712582100
2003-11-01 103.66649034551300
2003-12-01 104.22621589146300
2004-01-01 103.33968035563100
2004-02-01 104.02175646969101
2004-03-01 104.16802517873800
2004-04-01 103.87977848159099
2004-05-01 103.89922493606001
2004-06-01 104.05738522355900
2004-07-01 103.95107396328400
2004-08-01 103.13177773441900
2004-09-01 105.59647666318500
2004-10-01 103.44973484868800
2004-11-01 103.37314866781500
2004-12-01 103.26017385738399
2005-01-01 102.21013789898800
2005-02-01 103.52886867855699
2005-03-01 103.43598909766001
2005-04-01 103.87166824209801
2005-05-01 103.82163323607100
2005-06-01 102.68346436219900
2005-07-01 103.30260027946600
2005-08-01 103.28068076375200
2005-09-01 103.64073201032600
2005-10-01 105.25737190229900
2005-11-01 105.49316291497900
2005-12-01 105.34299726600901
2006-01-01 106.51241397955499
2006-02-01 106.67896253736400
2006-03-01 107.30506876168400
2006-04-01 106.06752262049400
2006-05-01 106.58212647368600
2006-06-01 108.76494120889099
2006-07-01 107.19343690612200
2006-08-01 107.61287692221701
2006-09-01 108.50968956705100
2006-10-01 107.20727562545900
2006-11-01 107.41842123413099
2006-12-01 107.29910868924802
2007-01-01 108.62992451867800
2007-02-01 107.92729032122900
2007-03-01 108.17092398862400
2007-04-01 109.32998444378299
2007-05-01 110.34728638769800
2007-06-01 110.52854523095101
2007-07-01 110.92318644060900
2007-08-01 110.63652072680100
2007-09-01 109.37007588250201
2007-10-01 109.86600699656799
2007-11-01 110.11008185890300
2007-12-01 110.69172645405100
2008-01-01 110.13719958568001
2008-02-01 110.86734305637200
2008-03-01 111.02876781738600
2008-04-01 112.39724408849301
2008-05-01 112.12167395515400
2008-06-01 112.91559965559700
2008-07-01 112.40425534142400
2008-08-01 112.32230124950500
2008-09-01 110.23228669885900
2008-10-01 111.68050872117800
2008-11-01 111.62655621149099
2008-12-01 111.77129828019699
2009-01-01 110.80214941772600
2009-02-01 110.57566706790500
2009-03-01 111.11305241919600
2009-04-01 111.52428204955200
2009-05-01 111.45360559680799
2009-06-01 111.84353513016501
2009-07-01 114.25526230690001
2009-08-01 115.08480612162000
2009-09-01 114.76025053977301
2009-10-01 114.65095666030600
2009-11-01 114.59607832601299
2009-12-01 114.77819445396200
2010-01-01 115.65710610761400
2010-02-01 115.41219749370200
2010-03-01 115.95978454625099
2010-04-01 112.55833957801201
2010-05-01 112.00270371239401
2010-06-01 109.20489503951599
2010-07-01 110.68409238916600
2010-08-01 110.91142234143500
2010-09-01 112.45766287909001
2010-10-01 112.87131518700300
2010-11-01 112.95780217565300
2010-12-01 113.09858192681300
2011-01-01 113.58845662897700
2011-02-01 113.14587328778200
2011-03-01 113.53929121569500
2011-04-01 112.71865367374201
2011-05-01 112.46897544665899
2011-06-01 110.59615809398301
2011-07-01 112.53099316776500
2011-08-01 112.99753419941601
2011-09-01 113.89865538785999
2011-10-01 113.79411623179100
2011-11-01 114.13459157325799
2011-12-01 114.15019043087300
2012-01-01 114.98948954154301
2012-02-01 114.14783093603201
2012-03-01 114.71518349303400
2012-04-01 112.10904084187400
2012-05-01 111.93804394431100
2012-06-01 111.64169568365200
2012-07-01 112.47700624588300
2012-08-01 112.19136854566400
2012-09-01 113.45409521695100
2012-10-01 113.21783784626500
2012-11-01 113.21786514587700
2012-12-01 113.88357741054600
2013-01-01 116.67786333329100
2013-02-01 113.95506602388399
2013-03-01 114.07962640224899
2013-04-01 115.41244825758200
2013-05-01 115.49908059131701
2013-06-01 116.33926918535500
2013-07-01 113.29617165941400
2013-08-01 113.21267333795000
2013-09-01 111.83031949675501
2013-10-01 112.15624864068000
2013-11-01 112.31139768534200
2013-12-01 111.68084464846001
2014-01-01 111.25226456434900
2014-02-01 112.87835756818701
2014-03-01 112.95992023329501
2014-04-01 114.15930323465099
2014-05-01 113.72372714846400
2014-06-01 113.81340629047199
2014-07-01 113.28313017045200
2014-08-01 112.64246478996799
2014-09-01 112.47922252769101
2014-10-01 113.34620050962099
2014-11-01 114.05003015816798
2014-12-01 114.11195413849800
2015-01-01 112.20739830955300
2015-02-01 114.12850312943800
2015-03-01 114.81862209399100
2015-04-01 116.27278360667299
2015-05-01 116.09191931758000
2015-06-01 115.75847733346100
2015-07-01 115.57269177856300
2015-08-01 115.30832009006100
2015-09-01 114.55437899193399
2015-10-01 115.62013624713300
2015-11-01 115.64948665984801
2015-12-01 116.21777315232900
2016-01-01 115.05860152292101
2016-02-01 115.84477790244900
2016-03-01 115.91632764146500
2016-04-01 115.76225158468800
2016-05-01 116.45217047762300
2016-06-01 115.08130396055500
2016-07-01 116.48859634755900
2016-08-01 117.07475944722700
2016-09-01 117.58022898841400
2016-10-01 116.37026463251900
2016-11-01 116.54152759658700
2016-12-01 116.94581715799600
2017-01-01 117.20964510395399
2017-02-01 117.45126185311800
2017-03-01 117.49350507362699
2017-04-01 117.77913985993901
2017-05-01 118.79761678082200
2017-06-01 118.98836222264000
2017-07-01 120.23908237413700
2017-08-01 119.85440321305100
2017-09-01 119.37259030936300
2017-10-01 118.95282043062900
2017-11-01 118.59443553513500
2017-12-01 119.20127726541400
2018-01-01 118.20826106008500
2018-02-01 118.33178484929000
2018-03-01 118.61870028891899
2018-04-01 120.87857263254601
2018-05-01 121.20193580451799
2018-06-01 118.94706839395500
2018-07-01 118.09272447465500
2018-08-01 117.22118608557899
2018-09-01 116.99153325758400
2018-10-01 118.04119453875700
2018-11-01 117.77255831982100
2018-12-01 118.65715222621200
2019-01-01 124.40751107133200
2019-02-01 127.15693900899099
2019-03-01 126.94093088110701
2019-04-01 130.03151047178500
2019-05-01 127.26176188891000
2019-06-01 126.11892784587499
2019-07-01 125.68284400181200
2019-08-01 124.25334485120600
2019-09-01 127.31564032143999
2019-10-01 128.00439477188700
2019-11-01 128.46762917134700
2019-12-01 128.40857256561702
2020-01-01 128.80021768514900
2020-02-01 131.13019692351700
2020-03-01 128.26456504455900
2020-04-01 116.19231990481701
2020-05-01 115.73568440440500
2020-06-01 118.06909918100901
2020-07-01 116.81023974907600
2020-08-01 119.04948882773400
2020-09-01 121.13154236552700
2020-10-01 120.11316736500200
2020-11-01 120.63060040445500
2020-12-01 120.29823588049400
2021-01-01 123.50521161434300
2021-02-01 121.08643739254900
2021-03-01 123.20044632711800
2021-04-01 122.75863814485700
2021-05-01 123.43990873082800
2021-06-01 125.17435300680500
2021-07-01 125.40863176334601
2021-08-01 125.78033335786700
2021-09-01 125.41563400831900
2021-10-01 126.23283323538700
2021-11-01 126.78271794065300
2021-12-01 126.76120473713199
2022-01-01 130.45865475931900
2022-02-01 128.18774805602900
2022-03-01 128.65213350491800
2022-04-01 127.35616476861200
2022-05-01 128.00611755346600
2022-06-01 127.99296280235001
2022-07-01 129.39752875996598
2022-08-01 129.80673510948600
2022-09-01 130.91808711518600
2022-10-01 129.90203864546800
2022-11-01 129.83211169382798
2022-12-01 131.09472223673401
2023-01-01 132.44302512979400
2023-02-01 131.18856236820700
2023-03-01 132.04236444836002
2023-04-01 133.04119817907900
2023-05-01 135.25129536901000
2023-06-01 134.33590339379000
2023-07-01 134.40722139320000
2023-08-01 133.81320604097200
2023-09-01 133.55204539233100
2023-10-01 135.03630807582002
2023-11-01 135.45191920776500
2023-12-01 133.82355528942801
2024-01-01 133.80894083623900
2024-02-01 135.21018747766100
2024-03-01 134.09441865868800
2024-04-01 134.25049363527500
2024-05-01 131.51692031532900
2024-06-01 133.69879757720700
2024-07-01 134.12503718566600
2024-08-01 134.20966428257400
2024-09-01 133.51406507624398
2024-10-01 132.85977175318000
2024-11-01 132.64207531750300

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