Title: All Employees: Education and Health Services: Private Education and Health Services in Asheville, NC (MSA) Series ID: ASHE737EDUH 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 5:26 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/ASHE737EDUHN). 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 12.945178470532800 1990-02-01 12.886892249121098 1990-03-01 12.916869516127400 1990-04-01 12.740073140103700 1990-05-01 12.860933208505600 1990-06-01 13.151080158656699 1990-07-01 13.103335731566501 1990-08-01 13.346912944307000 1990-09-01 13.442859612330999 1990-10-01 13.598371359118600 1990-11-01 13.790758410839699 1990-12-01 13.800988246886899 1991-01-01 13.867153235447900 1991-02-01 13.999523544669199 1991-03-01 14.021768656081500 1991-04-01 14.441409173464300 1991-05-01 14.656742016244600 1991-06-01 14.638732215814200 1991-07-01 14.781728773789000 1991-08-01 14.838151910376402 1991-09-01 14.842015216181800 1991-10-01 14.895159333196599 1991-11-01 14.994032056472600 1991-12-01 15.104914951186600 1992-01-01 15.192381128878200 1992-02-01 15.209288997642801 1992-03-01 15.213272391026500 1992-04-01 15.537862559951598 1992-05-01 15.532245879429400 1992-06-01 15.747215669899699 1992-07-01 15.866907364598500 1992-08-01 15.947886107565400 1992-09-01 16.148355457755400 1992-10-01 16.197928598367400 1992-11-01 16.100850122882800 1992-12-01 16.309519205337300 1993-01-01 16.409092440303800 1993-02-01 16.715345729439000 1993-03-01 16.490136377655900 1993-04-01 16.617089901747500 1993-05-01 16.601851049348000 1993-06-01 16.774983686656302 1993-07-01 16.767750441796302 1993-08-01 16.776973638639500 1993-09-01 16.767260909546500 1993-10-01 16.806623125512600 1993-11-01 16.694569111746098 1993-12-01 16.816301050599197 1994-01-01 16.703101767874400 1994-02-01 16.784278978298800 1994-03-01 16.849518712677700 1994-04-01 16.892552993541100 1994-05-01 17.074228137772400 1994-06-01 17.215988479024700 1994-07-01 16.895479639254102 1994-08-01 17.117432696479600 1994-09-01 17.192402313851500 1994-10-01 17.219933044085300 1994-11-01 17.380459731323800 1994-12-01 17.417498143585902 1995-01-01 17.702141409841000 1995-02-01 17.551909062564700 1995-03-01 17.801232530797200 1995-04-01 17.658829892212104 1995-05-01 17.855934064466800 1995-06-01 17.863168357917200 1995-07-01 18.134124993617000 1995-08-01 18.163068797297500 1995-09-01 18.216409454546103 1995-10-01 18.334540927469700 1995-11-01 18.446658912705000 1995-12-01 18.515214595099000 1996-01-01 18.077092204084900 1996-02-01 18.214064351526400 1996-03-01 18.245257738078500 1996-04-01 18.434228778644000 1996-05-01 18.453885583012603 1996-06-01 18.407075847048800 1996-07-01 18.593763996093300 1996-08-01 18.713704656034000 1996-09-01 18.827173312007698 1996-10-01 19.151493500042502 1996-11-01 19.316393191593896 1996-12-01 19.303944643668803 1997-01-01 19.250421252229900 1997-02-01 19.479074480999000 1997-03-01 19.402729182149600 1997-04-01 19.504460586842200 1997-05-01 19.560130184377800 1997-06-01 19.742477310356300 1997-07-01 19.667705974393000 1997-08-01 19.766734466097600 1997-09-01 20.025671836239000 1997-10-01 19.654919849351100 1997-11-01 19.696137736056897 1997-12-01 19.684237025934600 1998-01-01 20.110944634148500 1998-02-01 19.847750277760500 1998-03-01 19.974398781491400 1998-04-01 20.691436502368802 1998-05-01 20.677813847647100 1998-06-01 20.655090361350300 1998-07-01 20.856166991148800 1998-08-01 20.806893059367003 1998-09-01 20.903906432989700 1998-10-01 20.946727727175100 1998-11-01 21.086620873206197 1998-12-01 21.154883968943103 1999-01-01 21.174514364943800 1999-02-01 21.128251224746900 1999-03-01 21.258965734738300 1999-04-01 21.195735243590500 1999-05-01 20.989251604553303 1999-06-01 21.169184293841397 1999-07-01 21.136586135033102 1999-08-01 21.132208613867398 1999-09-01 21.275944532373300 1999-10-01 21.226912731394800 1999-11-01 21.277226698515000 1999-12-01 21.323447925227000 2000-01-01 21.437236301534604 2000-02-01 21.519649233856395 2000-03-01 21.361517178390102 2000-04-01 21.423863008930500 2000-05-01 21.610370716476602 2000-06-01 21.689821054644398 2000-07-01 21.493474080044000 2000-08-01 21.437532312555500 2000-09-01 21.636838262266398 2000-10-01 21.794417200211100 2000-11-01 21.761182495124302 2000-12-01 21.891128837972400 2001-01-01 22.024489262359400 2001-02-01 22.010051269170400 2001-03-01 22.284485157914200 2001-04-01 22.954013801196900 2001-05-01 23.135361343914700 2001-06-01 23.225735763309697 2001-07-01 23.241887591522900 2001-08-01 23.434702586234604 2001-09-01 23.492893800835800 2001-10-01 23.542757319023200 2001-11-01 23.621674726229200 2001-12-01 23.958254679381800 2002-01-01 23.836303200073400 2002-02-01 24.009639802676702 2002-03-01 24.108865174391997 2002-04-01 24.296878294103000 2002-05-01 24.372763423057698 2002-06-01 24.453937305868603 2002-07-01 24.570418747406002 2002-08-01 24.603571111902400 2002-09-01 24.540210929788000 2002-10-01 25.000982739198697 2002-11-01 25.182325374958502 2002-12-01 25.242255630644700 2003-01-01 25.362709362434000 2003-02-01 25.518825470410300 2003-03-01 25.435958660491500 2003-04-01 25.528122526897500 2003-05-01 25.602772979235200 2003-06-01 25.681715302484797 2003-07-01 25.982323138927600 2003-08-01 26.075819299661003 2003-09-01 26.186891498549000 2003-10-01 26.266934983373197 2003-11-01 26.247900211391700 2003-12-01 26.349438670600700 2004-01-01 26.180130128645395 2004-02-01 26.333729443978896 2004-03-01 26.257503355218102 2004-04-01 26.548392242146200 2004-05-01 26.615847030309702 2004-06-01 26.799062333752197 2004-07-01 27.090352834652200 2004-08-01 27.055240315715200 2004-09-01 27.147749980994803 2004-10-01 27.145024941887400 2004-11-01 27.331311008906700 2004-12-01 27.362124683910302 2005-01-01 27.595341863391102 2005-02-01 27.536810065009800 2005-03-01 27.686689651698200 2005-04-01 27.551169477327498 2005-05-01 27.596436431809100 2005-06-01 27.810672558744300 2005-07-01 27.812754482308000 2005-08-01 27.949023201418600 2005-09-01 27.929671716682400 2005-10-01 27.929715439057198 2005-11-01 28.025531044497900 2005-12-01 28.077502763342300 2006-01-01 28.085081783963000 2006-02-01 28.128083940016698 2006-03-01 28.309408822065702 2006-04-01 28.355299579885603 2006-05-01 28.362346731643896 2006-06-01 28.323575904628300 2006-07-01 28.335984382813300 2006-08-01 28.353397222625000 2006-09-01 28.437354463751802 2006-10-01 28.416988435072300 2006-11-01 28.029212232108303 2006-12-01 28.169602566738800 2007-01-01 28.277146609765897 2007-02-01 28.314149444241300 2007-03-01 28.431871181104000 2007-04-01 28.650009663092000 2007-05-01 28.829078531669000 2007-06-01 29.047740381343104 2007-07-01 28.850785040048400 2007-08-01 28.871319252609602 2007-09-01 28.967116882606000 2007-10-01 29.089866609516800 2007-11-01 29.203914691613196 2007-12-01 29.451790097645100 2008-01-01 29.679381060253600 2008-02-01 29.794120983187200 2008-03-01 29.657073936172400 2008-04-01 29.859232252697100 2008-05-01 29.914734733716700 2008-06-01 29.868494122794200 2008-07-01 29.850319636852300 2008-08-01 30.092406121229700 2008-09-01 30.196429963871196 2008-10-01 30.151395272471600 2008-11-01 30.273020698431395 2008-12-01 30.330617122839600 2009-01-01 30.288709501465803 2009-02-01 30.386179932833600 2009-03-01 30.482634005118104 2009-04-01 30.072584733536800 2009-05-01 30.118798028897800 2009-06-01 30.064849964998000 2009-07-01 30.330477760006300 2009-08-01 30.286099554459100 2009-09-01 30.026726000280900 2009-10-01 30.437732862415103 2009-11-01 30.650528095256000 2009-12-01 30.530185137829200 2010-01-01 30.398545481964998 2010-02-01 30.296927770382300 2010-03-01 30.590312999488200 2010-04-01 30.697132703640200 2010-05-01 30.739104589778400 2010-06-01 30.741162843402500 2010-07-01 30.787265355679900 2010-08-01 30.759186886591202 2010-09-01 30.644942906430302 2010-10-01 31.034953237256303 2010-11-01 31.151684825416798 2010-12-01 31.141140557579003 2011-01-01 31.217381238743500 2011-02-01 31.326730987548900 2011-03-01 31.287124917915000 2011-04-01 31.310459589455700 2011-05-01 31.252149940393000 2011-06-01 31.302977502494397 2011-07-01 30.943932448843700 2011-08-01 31.215277147478105 2011-09-01 31.456747947981200 2011-10-01 31.448887030281200 2011-11-01 31.480441071860200 2011-12-01 31.268203310120697 2012-01-01 31.327911206978502 2012-02-01 31.350000379896300 2012-03-01 31.375411275116500 2012-04-01 31.414096233562898 2012-05-01 31.549222762606398 2012-06-01 31.760911685517100 2012-07-01 31.813397793811497 2012-08-01 31.981613295304500 2012-09-01 31.964221112576197 2012-10-01 31.876007988939600 2012-11-01 31.922602935719700 2012-12-01 32.191563792680100 2013-01-01 32.338494470342106 2013-02-01 32.357118600478200 2013-03-01 32.557147207642900 2013-04-01 32.714595320978900 2013-05-01 32.739292281259000 2013-06-01 32.837014405880600 2013-07-01 32.899774335850000 2013-08-01 32.852803776347100 2013-09-01 32.672227430469700 2013-10-01 32.716210264530800 2013-11-01 32.666901912988500 2013-12-01 32.800578497169800 2014-01-01 32.933414169616796 2014-02-01 33.041377817118500 2014-03-01 33.125334554292900 2014-04-01 33.212475333336805 2014-05-01 33.328179400978500 2014-06-01 33.436868153777700 2014-07-01 33.588263485481704 2014-08-01 34.344869317133000 2014-09-01 34.186529998462600 2014-10-01 34.348514856812200 2014-11-01 34.392707311136500 2014-12-01 34.595194069464604 2015-01-01 34.628330558272000 2015-02-01 34.712363091664200 2015-03-01 34.786300943517105 2015-04-01 34.910317065823000 2015-05-01 35.121547793155200 2015-06-01 35.151463158945106 2015-07-01 35.202894895632895 2015-08-01 35.259230045778200 2015-09-01 35.213567768772100 2015-10-01 35.770305372628100 2015-11-01 35.798290233312700 2015-12-01 36.085679120627000 2016-01-01 35.817022847101500 2016-02-01 35.864450133642900 2016-03-01 36.258530724201100 2016-04-01 36.306456356518204 2016-05-01 36.316196555368800 2016-06-01 36.462487567399500 2016-07-01 36.734675404087400 2016-08-01 36.693502508375500 2016-09-01 36.740328421373796 2016-10-01 36.773504218262204 2016-11-01 36.880319938529400 2016-12-01 37.079324811215500 2017-01-01 37.311600948276210 2017-02-01 37.318458532297300 2017-03-01 37.349472219278300 2017-04-01 37.299624629024400 2017-05-01 37.424614078166800 2017-06-01 37.463741375467290 2017-07-01 37.668123485268500 2017-08-01 37.816494151263300 2017-09-01 37.859654231262400 2017-10-01 37.768706853259700 2017-11-01 37.857147135046600 2017-12-01 37.872696952589800 2018-01-01 37.998091013254500 2018-02-01 37.998704586038800 2018-03-01 38.064133287585100 2018-04-01 38.086413382720710 2018-05-01 38.133230969915104 2018-06-01 38.159220884513700 2018-07-01 37.890966215728504 2018-08-01 37.919915041674500 2018-09-01 37.973233724722796 2018-10-01 38.261319501428600 2018-11-01 38.136301085260600 2018-12-01 38.060076046212004 2019-01-01 37.994408563498700 2019-02-01 38.212397034243295 2019-03-01 38.401131594556105 2019-04-01 37.959219130539495 2019-05-01 37.829358168961100 2019-06-01 37.643627206559500 2019-07-01 37.405263114800100 2019-08-01 37.219187864116500 2019-09-01 37.072952977058290 2019-10-01 37.164497704015300 2019-11-01 36.930224328892900 2019-12-01 36.951148044175895 2020-01-01 36.894064105898600 2020-02-01 36.842360762946300 2020-03-01 36.751890346076000 2020-04-01 32.920456276597800 2020-05-01 34.198894614284605 2020-06-01 34.521235052900400 2020-07-01 34.794621359563195 2020-08-01 35.121191166775800 2020-09-01 35.282290663690900 2020-10-01 35.373758404148795 2020-11-01 35.831954407815900 2020-12-01 35.627108078085900 2021-01-01 35.905053569191400 2021-02-01 35.878512278044000 2021-03-01 36.092973617642800 2021-04-01 36.084818840759000 2021-05-01 36.063781705912106 2021-06-01 35.921024187970500 2021-07-01 36.406460584025105 2021-08-01 36.328783315574500 2021-09-01 35.994827240285396 2021-10-01 35.780110428624200 2021-11-01 35.736304042453900 2021-12-01 35.605091267888100 2022-01-01 35.306516710382795 2022-02-01 35.202914750312790 2022-03-01 35.216953716074200 2022-04-01 35.354640363351800 2022-05-01 35.425661961527400 2022-06-01 35.419202519332900 2022-07-01 35.495025447698900 2022-08-01 35.535772545684790 2022-09-01 35.815605930333000 2022-10-01 35.894219144287500 2022-11-01 35.844776648680500 2022-12-01 36.273530869314200 2023-01-01 36.722863327319500 2023-02-01 36.817576381412700 2023-03-01 36.833403724792000 2023-04-01 37.128780859046700 2023-05-01 37.287152946981294 2023-06-01 37.223604155433900 2023-07-01 37.208420652154500 2023-08-01 37.253799675501400 2023-09-01 37.234455233841790 2023-10-01 37.497394128230900 2023-11-01 37.540882479780000 2023-12-01 37.752022333010395 2024-01-01 37.630090801037400 2024-02-01 37.710806677928900