Title: All Employees: Education and Health Services: Private Education and Health Services in Hagerstown-Martinsburg, MD-WV (MSA) Series ID: HAGE124EDUH 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 7:01 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/HAGE124EDUHN). 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 6.8520323790508300 1990-02-01 7.0073377133725500 1990-03-01 7.0315495479232800 1990-04-01 7.1360654434800100 1990-05-01 7.1733578442522800 1990-06-01 7.1995171813477805 1990-07-01 7.2732244725884200 1990-08-01 7.2999887105317110 1990-09-01 7.3402371064941800 1990-10-01 7.3748769013601600 1990-11-01 7.4071323697279405 1990-12-01 7.3990344128382190 1991-01-01 7.4559916521447510 1991-02-01 7.4081559273888900 1991-03-01 7.5348242695353790 1991-04-01 7.5367811544862200 1991-05-01 7.5719565454976290 1991-06-01 7.6002924280029704 1991-07-01 7.5759879580553400 1991-08-01 7.5974981092539100 1991-09-01 7.6352014154536600 1991-10-01 7.6744990594317000 1991-11-01 7.7038750587962010 1991-12-01 7.7998674280908205 1992-01-01 7.7600405649682700 1992-02-01 7.8104927102753400 1992-03-01 7.9371509689985300 1992-04-01 7.8363566822359300 1992-05-01 7.8707215398621500 1992-06-01 7.9998143112088895 1992-07-01 8.0835093670172900 1992-08-01 8.0935220470830000 1992-09-01 8.1273559712630590 1992-10-01 8.1743611810777200 1992-11-01 8.1967901570037700 1992-12-01 8.2981766520343300 1993-01-01 8.3698584821290800 1993-02-01 8.4140739070403800 1993-03-01 8.4412731386617800 1993-04-01 8.4354791307019000 1993-05-01 8.4673067966983200 1993-06-01 8.4976286684452410 1993-07-01 8.5977068457517300 1993-08-01 8.5907334536885000 1993-09-01 8.6178590657954410 1993-10-01 8.6749484107100000 1993-11-01 8.6844399574607100 1993-12-01 8.6952692368345800 1994-01-01 8.7787835812666390 1994-02-01 8.7208864377069600 1994-03-01 8.8447710330070190 1994-04-01 8.9308826001588010 1994-05-01 8.9656307849245300 1994-06-01 8.9917994252220700 1994-07-01 9.0154661625753300 1994-08-01 9.0895804180848400 1994-09-01 9.1083240754302700 1994-10-01 9.0784738976276600 1994-11-01 9.1703866667832700 1994-12-01 9.0885516066257690 1995-01-01 9.0884441877865710 1995-02-01 9.1297302298394200 1995-03-01 9.1503045725185000 1995-04-01 9.2214886367751900 1995-05-01 9.2618668127387600 1995-06-01 9.2814319380756610 1995-07-01 9.3336737546461900 1995-08-01 9.4940513564421200 1995-09-01 9.4039438631608600 1995-10-01 9.7820739961559100 1995-11-01 9.8580647429170100 1995-12-01 9.8763117470865800 1996-01-01 9.9040368917241200 1996-02-01 9.9423403804504500 1996-03-01 9.9588567084257700 1996-04-01 9.9076518340890400 1996-05-01 9.9577684003304500 1996-06-01 9.9643043541886400 1996-07-01 9.9473364510534200 1996-08-01 10.0024776350161990 1996-09-01 10.1024487210576000 1996-10-01 10.1913680338946000 1996-11-01 10.2536716088290000 1996-12-01 10.2578431613289000 1997-01-01 10.3170770280285000 1997-02-01 10.2503731507124000 1997-03-01 10.3578394005908020 1997-04-01 10.3963800018996000 1997-05-01 10.3535927180912000 1997-06-01 10.4434406891534000 1997-07-01 10.4585327655569990 1997-08-01 10.5157990427975000 1997-09-01 10.5098776153878000 1997-10-01 10.3988834399562000 1997-11-01 10.3578351888724000 1997-12-01 10.4419910909336000 1998-01-01 10.4198019858305000 1998-02-01 10.4559281352606000 1998-03-01 10.4510692959035010 1998-04-01 10.4846748485912000 1998-05-01 10.5547058383015000 1998-06-01 10.6298639268280010 1998-07-01 10.5591725116130990 1998-08-01 10.5228900058060000 1998-09-01 10.5236616253238000 1998-10-01 10.7117778542789020 1998-11-01 10.6641958738352000 1998-12-01 10.7290601930816000 1999-01-01 10.7214788601345000 1999-02-01 10.7577274021428020 1999-03-01 10.7399945753329000 1999-04-01 10.8759114837414010 1999-05-01 10.8516094536329000 1999-06-01 10.9248960094389020 1999-07-01 10.9637075013025000 1999-08-01 10.9284483109763000 1999-09-01 10.9347442377569000 1999-10-01 10.9200640272230000 1999-11-01 10.9686840292890000 1999-12-01 11.0249750402336000 2000-01-01 11.0144572493335020 2000-02-01 11.0566654295884990 2000-03-01 11.1306167900060020 2000-04-01 11.0690399224526000 2000-05-01 11.2493019540296990 2000-06-01 11.1294410310661000 2000-07-01 11.0670947393721980 2000-08-01 11.0283486351970000 2000-09-01 11.2459339770791010 2000-10-01 11.3295262527170980 2000-11-01 11.3662762988034000 2000-12-01 11.3255835508964020 2001-01-01 11.5049910618933020 2001-02-01 11.5538254590467000 2001-03-01 11.6127688544629000 2001-04-01 11.6736772779988000 2001-05-01 11.7452070431845000 2001-06-01 11.8369513492655990 2001-07-01 11.9847830864961010 2001-08-01 12.0323297061181000 2001-09-01 12.0511425844379990 2001-10-01 12.0275421066803000 2001-11-01 12.1600782762136000 2001-12-01 12.2255069847336000 2002-01-01 12.1891523866467000 2002-02-01 12.2534872768596980 2002-03-01 12.2972724496973010 2002-04-01 12.3805411589610000 2002-05-01 12.5464583473653000 2002-06-01 12.3510144354498000 2002-07-01 12.3985351425184990 2002-08-01 12.4320642466467000 2002-09-01 12.5532723819899000 2002-10-01 12.4223032356819000 2002-11-01 12.4567136058034010 2002-12-01 12.4245591043152000 2003-01-01 12.5760671738820000 2003-02-01 12.5487310605336000 2003-03-01 12.4802795501785000 2003-04-01 12.5926122105128000 2003-05-01 12.6501856435626990 2003-06-01 12.6690021056569000 2003-07-01 12.6102865852619000 2003-08-01 12.6369252863782010 2003-09-01 12.6533581724751000 2003-10-01 12.7083830804306000 2003-11-01 12.7562623827630000 2003-12-01 12.7197092069149000 2004-01-01 12.7662584630130010 2004-02-01 12.7426474786985990 2004-03-01 12.7712768210125990 2004-04-01 12.7002158066984000 2004-05-01 12.7540823085725000 2004-06-01 12.7844362169201990 2004-07-01 12.8185024327317000 2004-08-01 12.8426087982010000 2004-09-01 12.8516641955640000 2004-10-01 12.9000410947688000 2004-11-01 12.8562025866697010 2004-12-01 12.9099028327571000 2005-01-01 12.8663665778299000 2005-02-01 12.8358968167940990 2005-03-01 12.8596729222201000 2005-04-01 12.9066135299833020 2005-05-01 12.8588649778034000 2005-06-01 12.8971398805508010 2005-07-01 12.9202051038467000 2005-08-01 12.9501021579438990 2005-09-01 13.0511015702256990 2005-10-01 12.9923289672194000 2005-11-01 12.9584037079493000 2005-12-01 12.9986738526247000 2006-01-01 13.1714922429056000 2006-02-01 13.1344639388889010 2006-03-01 13.1543055194893000 2006-04-01 13.1027163221366000 2006-05-01 13.1631508915288030 2006-06-01 13.1044880001174000 2006-07-01 13.2153548581168000 2006-08-01 13.2568298039378000 2006-09-01 13.3541311945208000 2006-10-01 13.3914215244800000 2006-11-01 13.4624655615406980 2006-12-01 13.4878891098451000 2007-01-01 13.4752362482827000 2007-02-01 13.5373660034579990 2007-03-01 13.5521680465184000 2007-04-01 13.5883568231603000 2007-05-01 13.6639634594696000 2007-06-01 13.5082878879062000 2007-07-01 13.6061558027281000 2007-08-01 13.6661025887273000 2007-09-01 13.6567967268167000 2007-10-01 13.5988936871069000 2007-11-01 13.6686478623853990 2007-12-01 13.6875236528987010 2008-01-01 13.6742003783941990 2008-02-01 13.7432071994068000 2008-03-01 13.7539073353010990 2008-04-01 13.7653815546081990 2008-05-01 13.7590210807823000 2008-06-01 13.8016087349246000 2008-07-01 13.9049218433746000 2008-08-01 13.8757960066224000 2008-09-01 13.8590776914720980 2008-10-01 14.0132117123548010 2008-11-01 13.9763769849331000 2008-12-01 13.9959290376315000 2009-01-01 13.9649661574054010 2009-02-01 13.9445340026468990 2009-03-01 13.8533201180383010 2009-04-01 13.9451046607376980 2009-05-01 13.9500824181764000 2009-06-01 13.9950513202523010 2009-07-01 14.0059280107123990 2009-08-01 13.9853115940753000 2009-09-01 13.9637651714882000 2009-10-01 14.0240672776801000 2009-11-01 13.9892301573293030 2009-12-01 14.0057209343843000 2010-01-01 14.0536981282791000 2010-02-01 13.9387859268959000 2010-03-01 13.9537662995845010 2010-04-01 14.0274139231600000 2010-05-01 13.8380748601715990 2010-06-01 13.9919618805659010 2010-07-01 14.0164186589559010 2010-08-01 13.9911436055163000 2010-09-01 14.0693502793294000 2010-10-01 13.9298945857776000 2010-11-01 13.9993364506079000 2010-12-01 14.0154919064930980 2011-01-01 14.0403093977502000 2011-02-01 14.1288589766821000 2011-03-01 14.2533083771712000 2011-04-01 14.3135773459256970 2011-05-01 14.3260438389607000 2011-06-01 14.3940403961731980 2011-07-01 14.3367988899970000 2011-08-01 14.3949892058079010 2011-09-01 14.5725215866747000 2011-10-01 14.5319241243607000 2011-11-01 14.6030880730815010 2011-12-01 14.6157944744063000 2012-01-01 14.7384259758805000 2012-02-01 14.8164053767514010 2012-03-01 14.7494710700071000 2012-04-01 14.7054824707528020 2012-05-01 14.8170451422863000 2012-06-01 14.8016536200776980 2012-07-01 14.8649173734311990 2012-08-01 14.9967778591859010 2012-09-01 14.8759349592409990 2012-10-01 14.9272982329496000 2012-11-01 14.8932289307494000 2012-12-01 15.0147606828111000 2013-01-01 15.0373984299820000 2013-02-01 15.1055701432488010 2013-03-01 15.0482177581007000 2013-04-01 15.1036245368861000 2013-05-01 15.2172812313178020 2013-06-01 15.1178211064093020 2013-07-01 15.1836324690503000 2013-08-01 15.1950584624941000 2013-09-01 15.1816540697682000 2013-10-01 15.2063232800184980 2013-11-01 15.2814124393543000 2013-12-01 15.2069188766619020 2014-01-01 15.1392558392350000 2014-02-01 15.0994576388259000 2014-03-01 15.1531643480979010 2014-04-01 15.2082270712709000 2014-05-01 15.1248752348576000 2014-06-01 15.2376383299732000 2014-07-01 15.0886495720336990 2014-08-01 15.1965116271695990 2014-09-01 15.1896262479794000 2014-10-01 15.1744821596338000 2014-11-01 15.1648908591611990 2014-12-01 15.1959204410093000 2015-01-01 15.2406616580885000 2015-02-01 15.3015391270627000 2015-03-01 15.3617040419545980 2015-04-01 15.3161943175908010 2015-05-01 15.3360454421237000 2015-06-01 15.3535988610925980 2015-07-01 15.3952930209453010 2015-08-01 15.4008041582103000 2015-09-01 15.3944020019577010 2015-10-01 15.8381802326067990 2015-11-01 15.9454439564082000 2015-12-01 15.8772166719576000 2016-01-01 16.0489597972594000 2016-02-01 15.8057603471943000 2016-03-01 15.9684536267137000 2016-04-01 16.0253562737170000 2016-05-01 16.0457946161441000 2016-06-01 15.9693834821255990 2016-07-01 16.0992104297083000 2016-08-01 16.1152792977271000 2016-09-01 16.2929069004776000 2016-10-01 16.2065885953160000 2016-11-01 16.1236147006097000 2016-12-01 16.1688343651601000 2017-01-01 16.1522809667634000 2017-02-01 16.1046533752586000 2017-03-01 16.0814419625857000 2017-04-01 16.1481785187219000 2017-05-01 16.1487755743643000 2017-06-01 16.1852698705039000 2017-07-01 16.1893532278444000 2017-08-01 16.0210971821379000 2017-09-01 16.1883952421200000 2017-10-01 16.2781254696365000 2017-11-01 16.2065227265784000 2017-12-01 16.3688111417526000 2018-01-01 16.2555439691199000 2018-02-01 16.3069642820894000 2018-03-01 16.2959308233728000 2018-04-01 16.1691289861339980 2018-05-01 16.2484274421394980 2018-06-01 16.3984548947357000 2018-07-01 16.1669360270376000 2018-08-01 16.2246778763681970 2018-09-01 16.1843321325477020 2018-10-01 16.2619123807584000 2018-11-01 16.3899872830437000 2018-12-01 16.3776770688010000 2019-01-01 16.3635965224802000 2019-02-01 16.4114805899188030 2019-03-01 16.5037995982084030 2019-04-01 16.5870222693009000 2019-05-01 16.5488555502529000 2019-06-01 16.6045433653467000 2019-07-01 16.6473937961325000 2019-08-01 16.6214010546017000 2019-09-01 16.7772013242320000 2019-10-01 16.6493616864845000 2019-11-01 16.6793835008563000 2019-12-01 16.6933759490976000 2020-01-01 16.7749693761521000 2020-02-01 16.8211302011424000 2020-03-01 16.7067912093159020 2020-04-01 13.9958642088306000 2020-05-01 14.1609212820110010 2020-06-01 14.6903200102936000 2020-07-01 14.8056314566786980 2020-08-01 14.8984866606960010 2020-09-01 14.9728611456374000 2020-10-01 15.0687180945316990 2020-11-01 15.0890686841923000 2020-12-01 15.0233931450779000 2021-01-01 15.6768016315510990 2021-02-01 15.6220065759469020 2021-03-01 15.7101882520784990 2021-04-01 15.7006584520265980 2021-05-01 15.6594023035271000 2021-06-01 15.7907634314719000 2021-07-01 15.5920762212005000 2021-08-01 15.4894963905515000 2021-09-01 15.3647489504434010 2021-10-01 15.3718215517523000 2021-11-01 15.3928683005776000 2021-12-01 15.5362232809754990 2022-01-01 15.3795140881483010 2022-02-01 15.4274939284700000 2022-03-01 15.5134724197485000 2022-04-01 15.4976580262178000 2022-05-01 15.4656480629407000 2022-06-01 15.4756697381155990 2022-07-01 15.5794259532849000 2022-08-01 15.5780640619008020 2022-09-01 15.6621396720747000 2022-10-01 15.6789583155672000 2022-11-01 15.6011443381562000 2022-12-01 15.6405087308123020 2023-01-01 15.6864015697935010 2023-02-01 15.7282400509427000 2023-03-01 15.7136451580944010 2023-04-01 15.7960487838171000 2023-05-01 15.7707212203138010 2023-06-01 16.1657711096136000 2023-07-01 15.9782591062493020 2023-08-01 16.0727330106392000 2023-09-01 16.0595598125703000 2023-10-01 16.0820125584896000 2023-11-01 16.2060458890939000 2023-12-01 16.2375051988905000 2024-01-01 16.2930007412484000 2024-02-01 16.3297249929908000 2024-03-01 16.3151342769003020