Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Boston-Cambridge-Newton, MA (NECTA Division)
Series ID SMU25716546561130001SA
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 6:57 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 71.09980632080891
1990-02-01 71.29275496032220
1990-03-01 69.83606771689321
1990-04-01 71.39914553158290
1990-05-01 72.24679468856580
1990-06-01 71.82574757013320
1990-07-01 70.94930729259941
1990-08-01 71.38453696129480
1990-09-01 69.88468556549880
1990-10-01 72.64888166748620
1990-11-01 73.21845396044990
1990-12-01 73.86182454627651
1991-01-01 70.64044704427950
1991-02-01 71.84120659124150
1991-03-01 72.63295688802340
1991-04-01 70.98095682499160
1991-05-01 70.50969915938280
1991-06-01 69.62257569493680
1991-07-01 71.72105946487129
1991-08-01 72.90552318558741
1991-09-01 70.50103640988740
1991-10-01 69.97265208778380
1991-11-01 70.10503768602321
1991-12-01 70.07075387871070
1992-01-01 70.15946982354780
1992-02-01 70.20995273895761
1992-03-01 69.84535526446321
1992-04-01 70.22048683781160
1992-05-01 70.03534717274890
1992-06-01 69.87600661789400
1992-07-01 69.15580519874040
1992-08-01 68.92821847537260
1992-09-01 69.92946635774290
1992-10-01 70.40230412002780
1992-11-01 69.41879710497060
1992-12-01 69.24388052064830
1993-01-01 69.59191870891810
1993-02-01 68.26324241395770
1993-03-01 69.76912669949080
1993-04-01 69.50465011958820
1993-05-01 69.56419320396250
1993-06-01 69.18053622062050
1993-07-01 70.20463255237590
1993-08-01 70.68126042706750
1993-09-01 69.88069664150360
1993-10-01 69.03589311175010
1993-11-01 70.03672650630390
1993-12-01 70.47578505431480
1994-01-01 69.89889562259240
1994-02-01 71.19348212152420
1994-03-01 70.93292182000950
1994-04-01 71.50387046414059
1994-05-01 71.51324574776059
1994-06-01 72.04184165016280
1994-07-01 71.73506713907250
1994-08-01 71.81951637079990
1994-09-01 71.46442218233970
1994-10-01 71.24957476232830
1994-11-01 71.08776214709441
1994-12-01 71.31738619069860
1995-01-01 71.74069542162209
1995-02-01 71.37009373151820
1995-03-01 71.22934222997621
1995-04-01 72.01412902540741
1995-05-01 71.75417046959230
1995-06-01 72.52114590582270
1995-07-01 73.17252295482200
1995-08-01 73.26565208892370
1995-09-01 72.96215203849110
1995-10-01 75.74226496320310
1995-11-01 75.48213641050370
1995-12-01 75.49997163390960
1996-01-01 74.94547106639291
1996-02-01 75.00085543560580
1996-03-01 75.29169046898040
1996-04-01 75.32103263109650
1996-05-01 75.53123251725590
1996-06-01 74.98506533153059
1996-07-01 74.84155423445159
1996-08-01 74.96997821436090
1996-09-01 74.87983101712979
1996-10-01 75.15705218322700
1996-11-01 74.60293937070570
1996-12-01 74.70130333669740
1997-01-01 76.79834381344709
1997-02-01 75.80703302306850
1997-03-01 75.62779661519879
1997-04-01 75.46422333008830
1997-05-01 75.26771971375240
1997-06-01 74.57858249525750
1997-07-01 74.78728777302030
1997-08-01 74.83989305990260
1997-09-01 74.69754078472920
1997-10-01 74.43541982760740
1997-11-01 74.40283542983230
1997-12-01 74.71090848740941
1998-01-01 75.48441116644310
1998-02-01 75.26038269917200
1998-03-01 76.23994128913921
1998-04-01 75.46041472625260
1998-05-01 76.10892967733580
1998-06-01 77.07592314693109
1998-07-01 75.91078741729909
1998-08-01 75.75454359159251
1998-09-01 75.93091436955609
1998-10-01 74.88752218617960
1998-11-01 74.89031329071370
1998-12-01 74.66768533019350
1999-01-01 75.08141794225980
1999-02-01 76.03561336481279
1999-03-01 76.85959081930260
1999-04-01 75.74057365720610
1999-05-01 75.97655110850799
1999-06-01 76.20288665899800
1999-07-01 76.19833463506800
1999-08-01 76.62661117641109
1999-09-01 77.13687037606230
1999-10-01 78.03309808099250
1999-11-01 78.50219396643621
1999-12-01 78.96152812589170
2000-01-01 78.42335934905600
2000-02-01 77.37283695263170
2000-03-01 77.28277967404341
2000-04-01 77.60887904767530
2000-05-01 77.49677349195030
2000-06-01 77.73008354384310
2000-07-01 77.53796324100200
2000-08-01 80.20106328623100
2000-09-01 78.01738535907890
2000-10-01 78.74465058886450
2000-11-01 79.12648247145350
2000-12-01 79.30203130858570
2001-01-01 78.96633167661200
2001-02-01 79.33961600703871
2001-03-01 78.34204288539650
2001-04-01 79.30494601796549
2001-05-01 79.53208140903190
2001-06-01 79.92876316104560
2001-07-01 82.40212292846310
2001-08-01 80.99790622299929
2001-09-01 80.05999584224880
2001-10-01 80.36138572268000
2001-11-01 80.13264088657130
2001-12-01 80.30823554981950
2002-01-01 81.24333133102980
2002-02-01 80.91936250418591
2002-03-01 81.47217718464790
2002-04-01 81.62505294979691
2002-05-01 81.84635211358610
2002-06-01 82.31039970742441
2002-07-01 82.33160914168180
2002-08-01 82.34262412745400
2002-09-01 82.21527233079951
2002-10-01 81.94130730017200
2002-11-01 82.16270913535860
2002-12-01 82.02263998272350
2003-01-01 80.88059551218050
2003-02-01 79.72433625212508
2003-03-01 80.52919959454070
2003-04-01 80.88630396176440
2003-05-01 80.31078785072721
2003-06-01 80.79307208836100
2003-07-01 79.71694412719720
2003-08-01 80.51438741316220
2003-09-01 84.09283532414650
2003-10-01 81.25840638785270
2003-11-01 80.96927381292400
2003-12-01 81.45963518413730
2004-01-01 80.56983948988950
2004-02-01 81.28750281966570
2004-03-01 81.45987401776410
2004-04-01 81.15423721584821
2004-05-01 81.24627577538460
2004-06-01 81.02266171101621
2004-07-01 81.09667102796440
2004-08-01 80.15576859598941
2004-09-01 82.32105830282890
2004-10-01 80.04414409756549
2004-11-01 79.95750517122150
2004-12-01 79.86338742844791
2005-01-01 78.94474483707259
2005-02-01 80.24266282851359
2005-03-01 80.17147738271070
2005-04-01 80.73414915185701
2005-05-01 80.42016902542120
2005-06-01 79.28879572558500
2005-07-01 79.26900823582900
2005-08-01 79.59680650115420
2005-09-01 79.53158990118010
2005-10-01 81.47776183700960
2005-11-01 81.85210089646850
2005-12-01 81.73241850908890
2006-01-01 82.62915964133329
2006-02-01 82.87476823986641
2006-03-01 83.35159374712840
2006-04-01 82.11130129662920
2006-05-01 82.62605376334990
2006-06-01 84.75298767640170
2006-07-01 83.22793581470941
2006-08-01 83.53083812799400
2006-09-01 84.10909549915141
2006-10-01 82.58200134415729
2006-11-01 82.71105482090180
2006-12-01 82.73660649996160
2007-01-01 83.91763853612620
2007-02-01 83.07074720837320
2007-03-01 83.29405702496690
2007-04-01 84.28169983178971
2007-05-01 85.22683441059160
2007-06-01 85.21787434378640
2007-07-01 85.34032258966570
2007-08-01 85.06182583422360
2007-09-01 83.91593090586070
2007-10-01 84.28850429390640
2007-11-01 84.52476172409659
2007-12-01 84.98813175109100
2008-01-01 84.48493483983850
2008-02-01 84.93140312421092
2008-03-01 85.08895635841710
2008-04-01 86.28565552810670
2008-05-01 85.88597101657670
2008-06-01 86.55814566264080
2008-07-01 85.72528946071610
2008-08-01 85.65729239409741
2008-09-01 83.32358161669070
2008-10-01 85.12995553575660
2008-11-01 84.98327191053390
2008-12-01 84.98523223771791
2009-01-01 84.37191727284640
2009-02-01 84.09231582235650
2009-03-01 84.29027827094521
2009-04-01 84.93795801899141
2009-05-01 84.90430670851310
2009-06-01 85.99511851822910
2009-07-01 88.19050371989229
2009-08-01 89.40710060210500
2009-09-01 88.80673956630890
2009-10-01 88.41009896985280
2009-11-01 88.34428141426892
2009-12-01 88.47538406881330
2010-01-01 89.09710187803101
2010-02-01 88.83851399932650
2010-03-01 89.37183110735550
2010-04-01 86.02394431449459
2010-05-01 85.35404075357759
2010-06-01 82.90816668692560
2010-07-01 84.32047208807680
2010-08-01 84.79987264376700
2010-09-01 85.77229001600759
2010-10-01 85.98854521050880
2010-11-01 86.08130842690170
2010-12-01 86.20791859336408
2011-01-01 86.68468652324431
2011-02-01 86.09509466659790
2011-03-01 86.29827079583109
2011-04-01 85.49360174989370
2011-05-01 85.11936104285930
2011-06-01 83.94128634290420
2011-07-01 85.14418259250459
2011-08-01 85.38951349086071
2011-09-01 85.80121322367540
2011-10-01 86.06857373190820
2011-11-01 86.24280038286508
2011-12-01 86.03775953860550
2012-01-01 86.58919510770700
2012-02-01 85.76308583600740
2012-03-01 86.18846401574129
2012-04-01 84.11853127233391
2012-05-01 83.78958062662460
2012-06-01 83.48412983233850
2012-07-01 84.18086844769130
2012-08-01 84.01021825564550
2012-09-01 84.63169225009570
2012-10-01 84.93405839619380
2012-11-01 84.97708094171641
2012-12-01 85.46206400925550
2013-01-01 88.12170014054790
2013-02-01 85.63674359018550
2013-03-01 85.68163515682760
2013-04-01 86.96148473583321
2013-05-01 87.05218209598190
2013-06-01 87.94546826638250
2013-07-01 85.02944457928530
2013-08-01 84.58598138936200
2013-09-01 82.46701101004099
2013-10-01 83.55050254060700
2013-11-01 83.58370807715740
2013-12-01 82.92544813429260
2014-01-01 82.04904789796349
2014-02-01 83.77352534404069
2014-03-01 83.82922991641270
2014-04-01 84.74940071204360
2014-05-01 84.31018633894830
2014-06-01 83.85711698128170
2014-07-01 83.75288975170490
2014-08-01 83.35841196090700
2014-09-01 82.17974506968800
2014-10-01 83.42689551726599
2014-11-01 83.91322239256310
2014-12-01 83.97008339478480
2015-01-01 81.64953343886380
2015-02-01 84.05749676797080
2015-03-01 84.45229737272290
2015-04-01 85.75517548718821
2015-05-01 85.41931796944779
2015-06-01 85.15676237985570
2015-07-01 84.55336564194671
2015-08-01 84.42612976351660
2015-09-01 83.57833711017520
2015-10-01 84.53783498774659
2015-11-01 84.54568274829290
2015-12-01 85.05804020742559
2016-01-01 83.72762984221870
2016-02-01 84.63238715494342
2016-03-01 84.55595119496150
2016-04-01 84.27166457287180
2016-05-01 84.73087632603810
2016-06-01 83.57753995892179
2016-07-01 84.29584393036870
2016-08-01 84.51049690302260
2016-09-01 84.86990327895980
2016-10-01 84.43284252963980
2016-11-01 84.48854325836140
2016-12-01 84.81081990653660
2017-01-01 84.78696779754560
2017-02-01 84.88714460928440
2017-03-01 84.62813499987150
2017-04-01 85.42060230114001
2017-05-01 85.99986022518841
2017-06-01 85.82675635109192
2017-07-01 87.08828818336791
2017-08-01 86.78382276739892
2017-09-01 86.19616064737271
2017-10-01 85.91496577439541
2017-11-01 85.72964498347591
2017-12-01 86.10926629413990
2018-01-01 84.87696723838460
2018-02-01 84.82442393155110
2018-03-01 85.13657589847450
2018-04-01 87.53871328457359
2018-05-01 87.51842794329029
2018-06-01 85.24104549826771
2018-07-01 83.65435248854200
2018-08-01 82.87155619432029
2018-09-01 83.35218511313220
2018-10-01 84.32008431331680
2018-11-01 83.94470408575421
2018-12-01 84.69870756029460
2019-01-01 90.08310835730342
2019-02-01 92.78036086052359
2019-03-01 92.20769266157970
2019-04-01 95.55002423164308
2019-05-01 92.29234830323670
2019-06-01 91.31095136366359
2019-07-01 90.24978795547060
2019-08-01 89.17331970388979
2019-09-01 92.23818253072871
2019-10-01 93.17848830462770
2019-11-01 93.53275622941150
2019-12-01 93.41396362538330
2020-01-01 93.77378033280321
2020-02-01 95.95760883301270
2020-03-01 93.69962812132592
2020-04-01 88.01851237494070
2020-05-01 87.15459942173192
2020-06-01 89.74345850187990
2020-07-01 90.34287107693170
2020-08-01 91.24301292120200
2020-09-01 91.45388873201830
2020-10-01 89.50971142346908
2020-11-01 89.74850142754379
2020-12-01 89.30742272408692
2021-01-01 92.22056147389358
2021-02-01 89.72606009812000
2021-03-01 91.29105821628642
2021-04-01 91.20382133290040
2021-05-01 91.51541428559150
2021-06-01 93.44252873053730
2021-07-01 93.32168069913460
2021-08-01 93.28655246359820
2021-09-01 92.52874915398610
2021-10-01 93.51072793852622
2021-11-01 93.93746591824360
2021-12-01 93.45155987295790
2022-01-01 97.04402584928270
2022-02-01 94.81205611460840
2022-03-01 95.35112073459071
2022-04-01 93.98067328043980
2022-05-01 94.11126042410379
2022-06-01 94.08571928432329
2022-07-01 95.30367664002800
2022-08-01 95.31277111578090
2022-09-01 96.48688507245942
2022-10-01 95.79497270045401
2022-11-01 95.48031772665700
2022-12-01 96.53856754341140
2023-01-01 97.01871712691770
2023-02-01 96.55607769407551
2023-03-01 97.00981729777540
2023-04-01 98.34778269222090
2023-05-01 100.30593542480100
2023-06-01 98.91110479558270
2023-07-01 98.07554566018940
2023-08-01 98.05092131345059
2023-09-01 97.56093401119680
2023-10-01 98.72743710512242
2023-11-01 99.05292179549900
2023-12-01 97.81348038940659
2024-01-01 98.46287913952379
2024-02-01 98.41436566719530
2024-03-01 97.44369434451981
2024-04-01 97.53598113975570
2024-05-01 95.93351254114279
2024-06-01 97.53520566751921
2024-07-01 98.83583476927429
2024-08-01 98.72567222887780
2024-09-01 98.46344091002880
2024-10-01 97.84296243258250
2024-11-01 97.67137067299610

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