Title: All Employees: Education and Health Services: Private Education and Health Services in Boston-Cambridge-Nashua, MA-NH (NECTA) Series ID: BOST625EDUH Source: U.S. Bureau of Labor Statistics Release: State Employment and Unemployment Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-02-01 Last Updated: 2024-03-23 6:13 AM CDT 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/BOST625EDUHN). 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 1990-01-01 340.27685986430697 1990-02-01 341.28399062957900 1990-03-01 341.06555389998900 1990-04-01 342.68687234693300 1990-05-01 343.74726104758800 1990-06-01 344.41519209482900 1990-07-01 343.62024215540300 1990-08-01 344.09201724974500 1990-09-01 344.47935104797403 1990-10-01 343.31291617805600 1990-11-01 345.13034806615303 1990-12-01 345.25575553614897 1991-01-01 345.78064826228300 1991-02-01 347.02428549489400 1991-03-01 349.79199139859000 1991-04-01 347.47712116209505 1991-05-01 346.60247199188400 1991-06-01 346.56160646545600 1991-07-01 347.14145909709900 1991-08-01 347.93051774102400 1991-09-01 348.58086219273100 1991-10-01 350.83554347451400 1991-11-01 351.27493303925200 1991-12-01 352.31500840565900 1992-01-01 352.09617571630400 1992-02-01 352.22844064323500 1992-03-01 353.36533068994900 1992-04-01 353.05115228778396 1992-05-01 354.15534165459394 1992-06-01 354.78570574590400 1992-07-01 356.26829681059996 1992-08-01 357.06326171971904 1992-09-01 358.66278882578000 1992-10-01 360.98969569660500 1992-11-01 360.54738511775400 1992-12-01 359.96750470086600 1993-01-01 365.19384898162900 1993-02-01 363.86597823726896 1993-03-01 365.92005986573800 1993-04-01 366.54083437831100 1993-05-01 367.86397287761600 1993-06-01 369.14138446102095 1993-07-01 370.60188671480006 1993-08-01 371.53575350370795 1993-09-01 371.36626781981100 1993-10-01 371.23762274334100 1993-11-01 372.26719275046800 1993-12-01 372.80845139618400 1994-01-01 371.34280569860200 1994-02-01 373.52548050863800 1994-03-01 373.64715134161500 1994-04-01 376.09728087938400 1994-05-01 376.15483033176300 1994-06-01 377.70697946471600 1994-07-01 378.62795351990195 1994-08-01 379.60405783685303 1994-09-01 381.91278569890096 1994-10-01 380.04333210781897 1994-11-01 380.76452840568800 1994-12-01 381.68010018448300 1995-01-01 384.06148994203903 1995-02-01 385.14530761901705 1995-03-01 385.80555518731700 1995-04-01 386.42645351972703 1995-05-01 388.35707798815400 1995-06-01 389.00856663765200 1995-07-01 390.24414615286000 1995-08-01 390.60628831289597 1995-09-01 391.52871007093300 1995-10-01 394.85607489570900 1995-11-01 395.54829911067300 1995-12-01 395.62166746065600 1996-01-01 393.61975422956300 1996-02-01 395.77844582074204 1996-03-01 396.23813644006800 1996-04-01 398.06668355557406 1996-05-01 399.13686626955800 1996-06-01 398.66064375876200 1996-07-01 398.33158003664000 1996-08-01 398.50753491010100 1996-09-01 398.73664928459200 1996-10-01 398.71448569648400 1996-11-01 399.11673265609100 1996-12-01 399.66244291547500 1997-01-01 402.43944702874200 1997-02-01 402.62345278215200 1997-03-01 402.75754518720500 1997-04-01 401.76634686205597 1997-05-01 401.55018192341700 1997-06-01 400.24848972158696 1997-07-01 400.02330533900704 1997-08-01 400.14479076046797 1997-09-01 401.02779131863196 1997-10-01 401.55960786993500 1997-11-01 401.19837722955500 1997-12-01 401.93678090574200 1998-01-01 401.91750425095495 1998-02-01 402.35922079636500 1998-03-01 402.97808081984704 1998-04-01 403.31219876326400 1998-05-01 404.05029940312900 1998-06-01 404.58473560345396 1998-07-01 403.07248932250200 1998-08-01 402.55726763345600 1998-09-01 401.82529774684100 1998-10-01 400.20841632946605 1998-11-01 400.53100018939100 1998-12-01 399.96429121800300 1999-01-01 397.03305554220700 1999-02-01 398.15412332576500 1999-03-01 398.89046452225000 1999-04-01 397.99880875295503 1999-05-01 397.58366530580200 1999-06-01 398.93697717164600 1999-07-01 397.83830846119600 1999-08-01 401.43770150983000 1999-09-01 398.67300192411597 1999-10-01 398.59510601235900 1999-11-01 398.22328683676800 1999-12-01 398.15102980558800 2000-01-01 398.46476042881700 2000-02-01 398.04327432546205 2000-03-01 397.86485546108100 2000-04-01 396.62177639240900 2000-05-01 396.42169178404600 2000-06-01 396.33135488573600 2000-07-01 397.56942935194500 2000-08-01 399.62401122992400 2000-09-01 401.65862083573404 2000-10-01 398.55499146483500 2000-11-01 399.06206672585700 2000-12-01 399.73268706116300 2001-01-01 399.51610497905800 2001-02-01 401.48867342155603 2001-03-01 400.40881726070296 2001-04-01 402.08636945707200 2001-05-01 403.17792106180100 2001-06-01 404.26155164873600 2001-07-01 407.50669619952300 2001-08-01 407.67259173983600 2001-09-01 407.13688300807100 2001-10-01 409.46539670314800 2001-11-01 409.51367211157800 2001-12-01 410.56243773367500 2002-01-01 411.46277130611900 2002-02-01 412.09940158772696 2002-03-01 413.70334511605400 2002-04-01 414.29389110390500 2002-05-01 414.94207035388900 2002-06-01 415.16946445554197 2002-07-01 415.29926373774100 2002-08-01 415.38955013956600 2002-09-01 417.54598986909895 2002-10-01 417.35640153945100 2002-11-01 419.19486562782095 2002-12-01 419.37994350176103 2003-01-01 417.87486240074800 2003-02-01 416.04619909460800 2003-03-01 417.68541009384100 2003-04-01 418.24766661658800 2003-05-01 417.87132891091903 2003-06-01 418.97313421770600 2003-07-01 416.64297518934100 2003-08-01 415.80511004422203 2003-09-01 416.95160879790706 2003-10-01 420.56699177796200 2003-11-01 420.64515813513606 2003-12-01 420.93450341768800 2004-01-01 422.60821544746597 2004-02-01 422.76405292065397 2004-03-01 423.99083824713600 2004-04-01 424.28275592484704 2004-05-01 424.72780765181295 2004-06-01 425.10511345819396 2004-07-01 426.72549000575500 2004-08-01 426.03284050452500 2004-09-01 428.90469865395204 2004-10-01 426.84358636429500 2004-11-01 426.37467174448200 2004-12-01 426.98391866975200 2005-01-01 426.97100152552200 2005-02-01 428.59101984725504 2005-03-01 428.73580065979400 2005-04-01 430.77313889090000 2005-05-01 431.51297040403200 2005-06-01 431.67977317705500 2005-07-01 432.21770810276200 2005-08-01 432.83252038388100 2005-09-01 433.64127458355100 2005-10-01 435.32711751130404 2005-11-01 436.60582524882204 2005-12-01 437.15642710677400 2006-01-01 439.33153435743696 2006-02-01 440.25521519930703 2006-03-01 442.16760559951797 2006-04-01 441.66281707695100 2006-05-01 443.26428973076105 2006-06-01 446.68681886623100 2006-07-01 445.15233245482400 2006-08-01 446.17337079249800 2006-09-01 448.73625590565905 2006-10-01 448.46089296090696 2006-11-01 448.87096388076000 2006-12-01 450.14300712474800 2007-01-01 455.76125331357100 2007-02-01 455.02360739182000 2007-03-01 454.78483428429297 2007-04-01 458.97574493463503 2007-05-01 460.17904545484595 2007-06-01 461.12670526304800 2007-07-01 462.86409848264395 2007-08-01 463.31306362750900 2007-09-01 463.37167438013296 2007-10-01 464.92728436784796 2007-11-01 465.21000965064906 2007-12-01 466.79606313040800 2008-01-01 467.71495875444197 2008-02-01 468.47860770034500 2008-03-01 469.48581873428500 2008-04-01 471.32914000110500 2008-05-01 472.41556015184403 2008-06-01 473.85287332673204 2008-07-01 474.70228232810300 2008-08-01 475.69526807539400 2008-09-01 475.36249382133000 2008-10-01 476.97442625295400 2008-11-01 477.57839500547897 2008-12-01 478.51065236313696 2009-01-01 479.30647629394895 2009-02-01 479.45140846248400 2009-03-01 480.07221562902000 2009-04-01 481.72988939301496 2009-05-01 482.34156721298200 2009-06-01 482.90587698639000 2009-07-01 487.54709120735197 2009-08-01 488.16776915080100 2009-09-01 488.73140726297400 2009-10-01 489.07019326858300 2009-11-01 489.83803704189600 2009-12-01 490.75251098154996 2010-01-01 494.22506132453800 2010-02-01 494.37035887816800 2010-03-01 494.94895056955800 2010-04-01 493.17471364973900 2010-05-01 493.48864313960803 2010-06-01 490.39589695955800 2010-07-01 493.70774909101500 2010-08-01 494.14764806884800 2010-09-01 495.78435015072600 2010-10-01 497.14260246889700 2010-11-01 497.84492668390200 2010-12-01 498.39990270147300 2011-01-01 498.92481441154800 2011-02-01 499.64621181734594 2011-03-01 500.49517544324600 2011-04-01 500.63277951726195 2011-05-01 501.27427586216500 2011-06-01 499.39840449237505 2011-07-01 502.81221880691100 2011-08-01 503.82682076291604 2011-09-01 505.64530950961000 2011-10-01 505.34506162356000 2011-11-01 506.61546409325996 2011-12-01 507.49356362068704 2012-01-01 510.79488332539495 2012-02-01 510.94818678756700 2012-03-01 511.29820016556505 2012-04-01 509.44556583125000 2012-05-01 510.14855580386000 2012-06-01 510.79453070337405 2012-07-01 511.57092784243800 2012-08-01 513.23426127630800 2012-09-01 515.24333437213000 2012-10-01 515.86980472598900 2012-11-01 517.15134272523900 2012-12-01 518.27755582993300 2013-01-01 522.07020330973400 2013-02-01 519.27245595015900 2013-03-01 521.40045151206800 2013-04-01 522.72981611733800 2013-05-01 523.13394916043000 2013-06-01 524.27174190216910 2013-07-01 522.46906208181290 2013-08-01 522.91999944545400 2013-09-01 522.69211385114900 2013-10-01 523.45874142759910 2013-11-01 523.80698128770200 2013-12-01 525.46912210204800 2014-01-01 524.79070138359800 2014-02-01 527.39969384179390 2014-03-01 528.73422560495910 2014-04-01 532.85260323883900 2014-05-01 532.98137417958800 2014-06-01 534.25434851539900 2014-07-01 537.18773222776600 2014-08-01 537.53927939179610 2014-09-01 538.16487509422100 2014-10-01 540.70692262288700 2014-11-01 542.67858552998390 2014-12-01 543.91951213476400 2015-01-01 541.60192938900500 2015-02-01 541.90642397701700 2015-03-01 545.20529268643600 2015-04-01 547.45325744785200 2015-05-01 550.21227619568200 2015-06-01 550.08443676591100 2015-07-01 551.40256505136700 2015-08-01 552.27304566658600 2015-09-01 551.23520670012000 2015-10-01 554.83435841605200 2015-11-01 556.20427544546600 2015-12-01 556.82235605057200 2016-01-01 557.46232684843700 2016-02-01 559.62681750555500 2016-03-01 560.00630349387300 2016-04-01 561.26483784704500 2016-05-01 562.73227020204300 2016-06-01 560.34868543621600 2016-07-01 566.34691743847290 2016-08-01 567.09403995509810 2016-09-01 568.64929253499800 2016-10-01 566.86991397436100 2016-11-01 567.71596394535800 2016-12-01 569.07958594930900 2017-01-01 569.61819211172200 2017-02-01 569.10518037393400 2017-03-01 570.79540742548800 2017-04-01 570.96519608217100 2017-05-01 572.69642035957400 2017-06-01 574.39184947250200 2017-07-01 574.84995162446800 2017-08-01 576.72070442358700 2017-09-01 577.02519547890200 2017-10-01 574.93000061980600 2017-11-01 576.02673139555400 2017-12-01 579.92125908339300 2018-01-01 575.11878008291300 2018-02-01 576.95267169433100 2018-03-01 577.81002508370400 2018-04-01 578.95031420508300 2018-05-01 580.09735967862200 2018-06-01 579.55043460762400 2018-07-01 578.57988549609900 2018-08-01 578.39677067489100 2018-09-01 578.66248826607200 2018-10-01 580.55596411977310 2018-11-01 580.73488898770800 2018-12-01 583.94719213949790 2019-01-01 589.98107192689700 2019-02-01 594.37251428067300 2019-03-01 595.93034364622800 2019-04-01 598.89317089377100 2019-05-01 596.23391242095100 2019-06-01 597.06462317364600 2019-07-01 596.04286996623400 2019-08-01 596.83070158021600 2019-09-01 598.60439610486900 2019-10-01 600.34987713858000 2019-11-01 601.13624718360900 2019-12-01 602.01194658420700 2020-01-01 602.52092063304600 2020-02-01 606.88180776790500 2020-03-01 601.14782562163600 2020-04-01 523.95675913275300 2020-05-01 526.30454208634300 2020-06-01 537.82038386271200 2020-07-01 545.56323981374200 2020-08-01 556.74572804914600 2020-09-01 561.81677241149910 2020-10-01 567.59469693064600 2020-11-01 569.61986515469000 2020-12-01 569.87980850202300 2021-01-01 572.98303679111000 2021-02-01 573.48869718867900 2021-03-01 576.82434050938590 2021-04-01 580.09712022824700 2021-05-01 580.59101137642700 2021-06-01 582.23973951225000 2021-07-01 584.06281500291610 2021-08-01 586.31323169120700 2021-09-01 587.27889980109100 2021-10-01 586.89069091223700 2021-11-01 587.59294769567200 2021-12-01 587.72550619671600 2022-01-01 588.02727347904000 2022-02-01 589.53049060875800 2022-03-01 589.67894734144100 2022-04-01 588.60270608472900 2022-05-01 588.45917748235900 2022-06-01 591.71786038504900 2022-07-01 592.99810022662200 2022-08-01 595.02400594733810 2022-09-01 596.43855640691710 2022-10-01 595.85553752631110 2022-11-01 596.43996680850100 2022-12-01 599.05563942254990 2023-01-01 601.06563241706200 2023-02-01 601.10056544428490 2023-03-01 603.69669226404600 2023-04-01 604.51874190189800 2023-05-01 607.08718985470810 2023-06-01 610.61521718549200 2023-07-01 608.53828676580600 2023-08-01 609.78395790342300 2023-09-01 610.02521988853800 2023-10-01 612.82415221081000 2023-11-01 614.37273883341500 2023-12-01 613.30274671038100 2024-01-01 616.26421915508000 2024-02-01 619.27281067117790