NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. 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 2024-03-01 Last Updated: 2024-04-20 6:14 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 1990-04-01 342.68687234693200 1990-05-01 343.74726104758906 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 1993-01-01 365.19384898162804 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 1995-08-01 390.60628831289495 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 1996-02-01 395.77844582074300 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 1996-11-01 399.11673265609200 1996-12-01 399.66244291547500 1997-01-01 402.43944702874200 1997-02-01 402.62345278215304 1997-03-01 402.75754518720595 1997-04-01 401.76634686205705 1997-05-01 401.55018192341700 1997-06-01 400.24848972158696 1997-07-01 400.02330533900596 1997-08-01 400.14479076046500 1997-09-01 401.02779131863100 1997-10-01 401.55960786993500 1997-11-01 401.19837722955594 1997-12-01 401.93678090574303 1998-01-01 401.91750425095600 1998-02-01 402.35922079636700 1998-03-01 402.97808081984900 1998-04-01 403.31219876326400 1998-05-01 404.05029940312795 1998-06-01 404.58473560345300 1998-07-01 403.07248932249604 1998-08-01 402.55726763345200 1998-09-01 401.82529774684303 1998-10-01 400.20841632946700 1998-11-01 400.53100018939100 1998-12-01 399.96429121800100 1999-01-01 397.03305554220700 1999-02-01 398.15412332576900 1999-03-01 398.89046452225600 1999-04-01 397.99880875296200 1999-05-01 397.58366530580900 1999-06-01 398.93697717165000 1999-07-01 397.83830846118200 1999-08-01 401.43770150981500 1999-09-01 398.67300192410700 1999-10-01 398.59510601235100 1999-11-01 398.22328683676100 1999-12-01 398.15102980558703 2000-01-01 398.46476042882205 2000-02-01 398.04327432547205 2000-03-01 397.86485546110000 2000-04-01 396.62177639243697 2000-05-01 396.42169178409100 2000-06-01 396.33135488572000 2000-07-01 397.56942935192600 2000-08-01 399.62401122988200 2000-09-01 401.65862083573500 2000-10-01 398.55499146478104 2000-11-01 399.06206672584200 2000-12-01 399.73268706116403 2001-01-01 399.51610497904900 2001-02-01 401.48867342151703 2001-03-01 400.40881726071100 2001-04-01 402.08636945716006 2001-05-01 403.17792106195600 2001-06-01 404.26155164880500 2001-07-01 407.50669619964800 2001-08-01 407.67259173991800 2001-09-01 407.13688300753404 2001-10-01 409.46539670309700 2001-11-01 409.51367211154300 2001-12-01 410.56243773363406 2002-01-01 411.46277130608400 2002-02-01 412.09940158766500 2002-03-01 413.70334511608000 2002-04-01 414.29389110411500 2002-05-01 414.94207035428803 2002-06-01 415.16946445585097 2002-07-01 415.29926373810100 2002-08-01 415.38955013975504 2002-09-01 417.54598986783895 2002-10-01 417.35640153921100 2002-11-01 419.19486562762900 2002-12-01 419.37994350159900 2003-01-01 417.87486240070500 2003-02-01 416.04619909472800 2003-03-01 417.68541009387900 2003-04-01 418.24766661688005 2003-05-01 417.87132891114800 2003-06-01 418.97313421985100 2003-07-01 416.64297518949206 2003-08-01 415.80511004422897 2003-09-01 416.95160879499200 2003-10-01 420.56699177759003 2003-11-01 420.64515813374000 2003-12-01 420.93450341424300 2004-01-01 422.60821544438500 2004-02-01 422.76405291557900 2004-03-01 423.99083824425300 2004-04-01 424.28275592673500 2004-05-01 424.72780767194500 2004-06-01 425.10511350425800 2004-07-01 426.72549005201300 2004-08-01 426.03284052430000 2004-09-01 428.90469862856800 2004-10-01 426.84358627609300 2004-11-01 426.37467159123400 2004-12-01 426.98391854514097 2005-01-01 426.97100152444900 2005-02-01 428.59101996996100 2005-03-01 428.73580083891800 2005-04-01 430.77313903505700 2005-05-01 431.51297049155403 2005-06-01 431.67977324961600 2005-07-01 432.21770817409200 2005-08-01 432.83252039503100 2005-09-01 433.64127447204400 2005-10-01 435.32711719187796 2005-11-01 436.60582470788200 2005-12-01 437.15642669814300 2006-01-01 439.33153440923104 2006-02-01 440.25521566971700 2006-03-01 442.16760617044700 2006-04-01 441.66281731976000 2006-05-01 443.26428955829005 2006-06-01 446.68681850811000 2006-07-01 445.15233289776800 2006-08-01 446.17337155568100 2006-09-01 448.73625672894100 2006-10-01 448.46089347770300 2006-11-01 448.87096331859100 2006-12-01 450.14300513642405 2007-01-01 455.76124883006304 2007-02-01 455.02360776665705 2007-03-01 454.78483819014700 2007-04-01 458.97574391193400 2007-05-01 460.17904479981400 2007-06-01 461.12670551839796 2007-07-01 462.86409997376100 2007-08-01 463.31306638369700 2007-09-01 463.37167860227200 2007-10-01 464.92728832706800 2007-11-01 465.21000933385800 2007-12-01 466.79605666073195 2008-01-01 467.71494500681800 2008-02-01 468.47860425111100 2008-03-01 469.48582502043700 2008-04-01 471.32913891116203 2008-05-01 472.41556069682196 2008-06-01 473.85287578889700 2008-07-01 474.70228515979403 2008-08-01 475.69527574585400 2008-09-01 475.36250337239000 2008-10-01 476.97443510423403 2008-11-01 477.57840219404403 2008-12-01 478.51065689596600 2009-01-01 479.30642067459500 2009-02-01 479.45137978685300 2009-03-01 480.07224487005000 2009-04-01 481.72988610485600 2009-05-01 482.34156379225400 2009-06-01 482.90588173924897 2009-07-01 487.54710098879800 2009-08-01 488.16779088732700 2009-09-01 488.73143746404503 2009-10-01 489.07022303918200 2009-11-01 489.83805652797304 2009-12-01 490.75251600945000 2010-01-01 494.22492833026100 2010-02-01 494.37027963367103 2010-03-01 494.94899081050300 2010-04-01 493.17471587243597 2010-05-01 493.48865167605004 2010-06-01 490.39591857434306 2010-07-01 493.70777815722300 2010-08-01 494.14769388452900 2010-09-01 495.78441573452204 2010-10-01 497.14266818883700 2010-11-01 497.84495641836196 2010-12-01 498.39987993525100 2011-01-01 498.92458009181700 2011-02-01 499.64605289706500 2011-03-01 500.49523159427400 2011-04-01 500.63278081480200 2011-05-01 501.27432618089500 2011-06-01 499.39844446626800 2011-07-01 502.81226637171600 2011-08-01 503.82690708925200 2011-09-01 505.64541913896900 2011-10-01 505.34517894275800 2011-11-01 506.61556310353205 2011-12-01 507.49364124516500 2012-01-01 510.79417911733100 2012-02-01 510.94788829147400 2012-03-01 511.29835377198600 2012-04-01 509.44557816263100 2012-05-01 510.14885201092500 2012-06-01 510.79459953314200 2012-07-01 511.57102829345800 2012-08-01 513.23440239047000 2012-09-01 515.24334429191300 2012-10-01 515.86990602677000 2012-11-01 517.15143250717200 2012-12-01 518.27771294544990 2013-01-01 522.06906697708390 2013-02-01 519.27207912966100 2013-03-01 521.40078797363600 2013-04-01 522.72998105723710 2013-05-01 523.13469062753700 2013-06-01 524.27133498417800 2013-07-01 522.46918130113700 2013-08-01 522.92016114161200 2013-09-01 522.69195950790000 2013-10-01 523.45890019849600 2013-11-01 523.80729404457800 2013-12-01 525.46966678108300 2014-01-01 524.78934530574790 2014-02-01 527.39916528155200 2014-03-01 528.73434770379400 2014-04-01 532.85262387280300 2014-05-01 532.98238547068900 2014-06-01 534.25330085829500 2014-07-01 537.18785336756210 2014-08-01 537.53982897056100 2014-09-01 538.16547361947300 2014-10-01 540.70499850228790 2014-11-01 542.68058300115800 2014-12-01 543.92083501686700 2015-01-01 541.60131789689700 2015-02-01 541.90586736387000 2015-03-01 545.20495379754400 2015-04-01 547.45280084958200 2015-05-01 550.21260702355490 2015-06-01 550.08163910765100 2015-07-01 551.40167950012610 2015-08-01 552.27329190700200 2015-09-01 551.23615573751700 2015-10-01 554.83002599028900 2015-11-01 556.21506257115500 2015-12-01 556.82386047630000 2016-01-01 557.46400834985200 2016-02-01 559.62339382147590 2016-03-01 560.00977558631800 2016-04-01 561.25442676409100 2016-05-01 562.73390873051400 2016-06-01 560.34456845094500 2016-07-01 566.34314247486000 2016-08-01 567.09247612838000 2016-09-01 568.65154059592910 2016-10-01 566.86547663473700 2016-11-01 567.73825107082300 2016-12-01 569.08275884250000 2017-01-01 569.62302867012400 2017-02-01 569.09739562671600 2017-03-01 570.80246957521000 2017-04-01 570.94495010276500 2017-05-01 572.70042999091800 2017-06-01 574.38414384877500 2017-07-01 574.83910159891400 2017-08-01 576.71108900535500 2017-09-01 577.02468507285800 2017-10-01 574.93377393948500 2017-11-01 576.07839892481590 2017-12-01 579.91900578624100 2018-01-01 575.12321261348000 2018-02-01 576.93950126446410 2018-03-01 577.81989817213000 2018-04-01 578.91874570937310 2018-05-01 580.10362765835900 2018-06-01 579.53948560150100 2018-07-01 578.56011684656700 2018-08-01 578.37734112809500 2018-09-01 578.65953821999490 2018-10-01 580.57087792366400 2018-11-01 580.81370494821100 2018-12-01 583.94525112480490 2019-01-01 589.98725065054600 2019-02-01 594.35701596442490 2019-03-01 595.93591604645800 2019-04-01 598.85378043680100 2019-05-01 596.23764730741600 2019-06-01 597.04440382010600 2019-07-01 596.01126945607700 2019-08-01 596.80002685721500 2019-09-01 598.59824163936300 2019-10-01 600.38073641445800 2019-11-01 601.24922949585400 2019-12-01 602.01799327117900 2020-01-01 602.53518889168700 2020-02-01 606.86758835840900 2020-03-01 601.14402789457390 2020-04-01 523.90651120852800 2020-05-01 526.29315292380700 2020-06-01 537.79243477242400 2020-07-01 545.52494013208800 2020-08-01 556.71241572265800 2020-09-01 561.81580314957190 2020-10-01 567.64260875738800 2020-11-01 569.73956046263800 2020-12-01 569.90110416847510 2021-01-01 573.02761102708100 2021-02-01 573.52347542617600 2021-03-01 576.75194641062600 2021-04-01 580.01599512520900 2021-05-01 580.54704305525900 2021-06-01 582.18878915164290 2021-07-01 584.01231112090690 2021-08-01 586.28497091647500 2021-09-01 587.29705382084300 2021-10-01 586.96901476854600 2021-11-01 587.73332400349000 2021-12-01 587.76576146587900 2022-01-01 588.11093214775700 2022-02-01 589.63525114702010 2022-03-01 589.48966399830300 2022-04-01 588.49026270575110 2022-05-01 588.37707852379990 2022-06-01 591.64833060130500 2022-07-01 592.94326584148900 2022-08-01 595.01315639316900 2022-09-01 596.48615593278000 2022-10-01 595.96001462573000 2022-11-01 596.58227306626800 2022-12-01 599.11941296632800 2023-01-01 601.19726952049890 2023-02-01 601.29337865345800 2023-03-01 603.35575754935500 2023-04-01 604.37587670748700 2023-05-01 606.97034117554300 2023-06-01 610.52548437895600 2023-07-01 608.48170440919700 2023-08-01 609.79612029711300 2023-09-01 610.10503554688400 2023-10-01 612.95179649432900 2023-11-01 614.52004926228200 2023-12-01 613.38976235714300 2024-01-01 616.43106252079400 2024-02-01 619.52626116411300 2024-03-01 621.82294983293200