Title: All Employees: Education and Health Services: Private Education and Health Services in Virginia Beach-Norfolk-Newport News, VA-NC (MSA) Series ID: VIRG251EDUH 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 2024-01-01 Last Updated: 2024-03-12 5:44 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/VIRG251EDUHN). 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 55.162324406470400 1990-02-01 55.481477638479400 1990-03-01 55.655346993819200 1990-04-01 55.827024663075600 1990-05-01 56.087008435801200 1990-06-01 56.415430051812800 1990-07-01 56.295376780552900 1990-08-01 56.812319875918600 1990-09-01 57.083542662468300 1990-10-01 57.460179546370895 1990-11-01 58.138748610482500 1990-12-01 58.138588873367205 1991-01-01 58.290544590024500 1991-02-01 57.984208095174500 1991-03-01 58.343138703724200 1991-04-01 58.318469957591800 1991-05-01 58.365349236650400 1991-06-01 59.021363215702490 1991-07-01 58.822128717693100 1991-08-01 58.635711395845390 1991-09-01 59.255992463404400 1991-10-01 59.352728236792004 1991-11-01 59.450882266882495 1991-12-01 59.739665768323896 1992-01-01 59.735462498117705 1992-02-01 60.090836607245400 1992-03-01 60.047687874021800 1992-04-01 60.092327055670990 1992-05-01 60.237415293741290 1992-06-01 60.215100666817900 1992-07-01 60.322992867217100 1992-08-01 60.434812908297100 1992-09-01 60.493145032199600 1992-10-01 60.761735986091296 1992-11-01 61.089728084026000 1992-12-01 60.764015126809900 1993-01-01 61.009855198532705 1993-02-01 60.996807578760205 1993-03-01 61.065496981352794 1993-04-01 61.656495113754610 1993-05-01 61.500957208750900 1993-06-01 61.309586124101706 1993-07-01 61.612785814029400 1993-08-01 61.407012518447400 1993-09-01 61.203759869188600 1993-10-01 61.390328314063500 1993-11-01 61.235729204839600 1993-12-01 61.207877663558500 1994-01-01 62.285319029440900 1994-02-01 62.321442124450600 1994-03-01 62.688434838858996 1994-04-01 62.930274126252300 1994-05-01 62.947080696242710 1994-06-01 62.999629248042496 1994-07-01 62.990090523965800 1994-08-01 62.974626338086100 1994-09-01 63.602237932272104 1994-10-01 63.716499845785100 1994-11-01 63.990991109200490 1994-12-01 63.929079500238000 1995-01-01 63.948909314540900 1995-02-01 64.246474094903700 1995-03-01 64.214526418386400 1995-04-01 64.310004307911100 1995-05-01 64.281646736595010 1995-06-01 64.887779155108900 1995-07-01 64.679083972135000 1995-08-01 64.962396712139100 1995-09-01 65.004798306575700 1995-10-01 64.866423532117610 1995-11-01 64.729281223068000 1995-12-01 65.073143173763600 1996-01-01 64.772246707577600 1996-02-01 64.774991549862700 1996-03-01 64.551659131848400 1996-04-01 65.608639664511500 1996-05-01 65.023212704312900 1996-06-01 65.161830152821100 1996-07-01 65.565730635298300 1996-08-01 65.739973259893900 1996-09-01 65.938613934075500 1996-10-01 66.002749887965490 1996-11-01 66.160975813646600 1996-12-01 66.400833622363300 1997-01-01 66.484861926405400 1997-02-01 66.590428239200000 1997-03-01 66.887976713934490 1997-04-01 66.909034872004100 1997-05-01 67.359044949294000 1997-06-01 67.755735591013400 1997-07-01 66.947440780055200 1997-08-01 67.641889772378900 1997-09-01 67.814762380712210 1997-10-01 68.125666465481600 1997-11-01 68.437574566876000 1997-12-01 68.417970392844400 1998-01-01 68.991098101678700 1998-02-01 69.097850218729290 1998-03-01 69.225080274501600 1998-04-01 69.522698140293500 1998-05-01 69.712862075929300 1998-06-01 69.770290866139500 1998-07-01 69.837990506945700 1998-08-01 69.855390514332800 1998-09-01 70.033920977812900 1998-10-01 69.625264437676300 1998-11-01 69.884605129108500 1998-12-01 69.912940842878400 1999-01-01 70.591826468704410 1999-02-01 70.898102408677200 1999-03-01 71.045495726014300 1999-04-01 71.736239161495900 1999-05-01 71.416955805853200 1999-06-01 71.516922318562410 1999-07-01 71.418970750815090 1999-08-01 71.568565104095600 1999-09-01 71.878004523747000 1999-10-01 72.200517133507700 1999-11-01 72.083837901586400 1999-12-01 72.267372630022300 2000-01-01 72.286717986623000 2000-02-01 72.489929709247290 2000-03-01 72.549579436206500 2000-04-01 72.542312840801420 2000-05-01 73.307771418275500 2000-06-01 73.598833325823590 2000-07-01 74.125895092553900 2000-08-01 74.274736783558500 2000-09-01 73.720878543383400 2000-10-01 73.862505848362290 2000-11-01 73.969903368735500 2000-12-01 73.987885722545500 2001-01-01 73.870949881475200 2001-02-01 73.886712253127000 2001-03-01 73.921881181810600 2001-04-01 74.033444021717700 2001-05-01 74.277267408169900 2001-06-01 75.030586344931590 2001-07-01 74.826099337080700 2001-08-01 74.931022252785410 2001-09-01 75.367656296216300 2001-10-01 75.403813267419900 2001-11-01 75.859827395064100 2001-12-01 75.988363695267100 2002-01-01 76.019832000572210 2002-02-01 76.478565535287090 2002-03-01 76.881270916584090 2002-04-01 76.802292495236900 2002-05-01 77.399594194823510 2002-06-01 78.006090631389800 2002-07-01 77.375764636463000 2002-08-01 77.496811390441000 2002-09-01 77.765680453293410 2002-10-01 78.535342716171900 2002-11-01 78.754274311006600 2002-12-01 78.886463561228600 2003-01-01 77.559331733254000 2003-02-01 77.555848814584000 2003-03-01 77.739997236595710 2003-04-01 78.758913855680900 2003-05-01 78.327274293775300 2003-06-01 78.768709532284590 2003-07-01 79.466251993563700 2003-08-01 79.658967921546200 2003-09-01 79.525600045149000 2003-10-01 79.159533850315100 2003-11-01 79.511317317856210 2003-12-01 79.523526002873710 2004-01-01 82.093517338286400 2004-02-01 82.235309124369410 2004-03-01 82.717640364913900 2004-04-01 82.984862541632210 2004-05-01 82.360630184582300 2004-06-01 81.647192861792700 2004-07-01 82.463941081355500 2004-08-01 82.717056706701910 2004-09-01 82.823120291336600 2004-10-01 83.465525405220500 2004-11-01 83.557579930977910 2004-12-01 83.941003374565600 2005-01-01 84.554827485200100 2005-02-01 84.537966577153000 2005-03-01 84.523162893063000 2005-04-01 84.909537039074900 2005-05-01 84.936273578568090 2005-06-01 85.297158410908000 2005-07-01 85.247732775974500 2005-08-01 85.967333098329290 2005-09-01 86.742316464139800 2005-10-01 86.451800959911810 2005-11-01 86.736799079727300 2005-12-01 87.010482706047400 2006-01-01 86.932418776271300 2006-02-01 87.350212112378200 2006-03-01 87.454279210807000 2006-04-01 87.437435108601920 2006-05-01 87.654959876457810 2006-06-01 87.917452904674200 2006-07-01 87.776698603389800 2006-08-01 87.710283148256900 2006-09-01 88.675324296672800 2006-10-01 88.763734075906700 2006-11-01 88.922879356727010 2006-12-01 89.338177823145410 2007-01-01 89.466598150067500 2007-02-01 89.573661654268210 2007-03-01 89.857661260254090 2007-04-01 90.271937297590010 2007-05-01 90.386683260814400 2007-06-01 90.497620618960300 2007-07-01 90.991309534351400 2007-08-01 91.099542296279900 2007-09-01 91.369589059166200 2007-10-01 91.170368223664600 2007-11-01 91.320508675463900 2007-12-01 91.806459580200100 2008-01-01 90.389970176201910 2008-02-01 90.887394803590610 2008-03-01 91.060071245814000 2008-04-01 91.379675106012210 2008-05-01 91.566643498901400 2008-06-01 91.861835156542300 2008-07-01 91.935717059485400 2008-08-01 92.199119603740100 2008-09-01 91.802950446138500 2008-10-01 92.342855687131900 2008-11-01 92.412472790479800 2008-12-01 92.843340316271000 2009-01-01 93.618037694949590 2009-02-01 93.475373103734500 2009-03-01 93.421984261676900 2009-04-01 93.161004155470010 2009-05-01 93.327958824205300 2009-06-01 93.391370201285000 2009-07-01 93.628219750362300 2009-08-01 93.731937546381200 2009-09-01 93.990652405889000 2009-10-01 94.099534949579410 2009-11-01 93.992974616182990 2009-12-01 94.610676177393200 2010-01-01 93.687266413783090 2010-02-01 93.706869431991410 2010-03-01 94.299175931162700 2010-04-01 94.437042938216100 2010-05-01 94.604702922938000 2010-06-01 94.499627953039100 2010-07-01 94.863767883558410 2010-08-01 94.871672537653300 2010-09-01 94.262683528689590 2010-10-01 95.482835335008300 2010-11-01 95.830796550385700 2010-12-01 96.390782119244900 2011-01-01 96.554701191186300 2011-02-01 96.931410451276490 2011-03-01 97.284530151491580 2011-04-01 97.701839715014090 2011-05-01 97.997883810173200 2011-06-01 98.223193829710600 2011-07-01 98.588773790174290 2011-08-01 98.400679866861100 2011-09-01 98.691602106362500 2011-10-01 98.449865793265000 2011-11-01 98.658757098629310 2011-12-01 98.074030060758490 2012-01-01 98.999991650486600 2012-02-01 99.361722718909000 2012-03-01 99.507362065599410 2012-04-01 99.570363610092410 2012-05-01 99.797566252294200 2012-06-01 100.453378939388000 2012-07-01 99.977359356063100 2012-08-01 100.378403335431000 2012-09-01 100.786084405963990 2012-10-01 101.827702205754000 2012-11-01 102.161991757778000 2012-12-01 102.349499675217980 2013-01-01 103.065613070893990 2013-02-01 103.321791786338010 2013-03-01 103.433402854638000 2013-04-01 103.724751793225000 2013-05-01 103.698602178679010 2013-06-01 104.307643436009000 2013-07-01 103.908593955293000 2013-08-01 104.644471629482000 2013-09-01 104.774310745203000 2013-10-01 104.885858477189000 2013-11-01 105.393117945139010 2013-12-01 105.328387378733990 2014-01-01 105.249379803261000 2014-02-01 104.970354350086000 2014-03-01 104.931576851791990 2014-04-01 105.137502495457000 2014-05-01 105.398981564202000 2014-06-01 105.440915838913000 2014-07-01 105.371022656287000 2014-08-01 105.696227314939990 2014-09-01 105.590018543670010 2014-10-01 105.275713928874000 2014-11-01 105.164169440748010 2014-12-01 105.456146069668010 2015-01-01 106.768924002104000 2015-02-01 106.517212054800000 2015-03-01 106.572720747636000 2015-04-01 107.684851502551000 2015-05-01 108.025535894330000 2015-06-01 108.190071801427000 2015-07-01 109.135864963011000 2015-08-01 109.491389937219010 2015-09-01 109.817624424666010 2015-10-01 110.210859782614990 2015-11-01 110.497576213776000 2015-12-01 110.550793551158010 2016-01-01 110.502077870680010 2016-02-01 110.200884579373000 2016-03-01 110.555163363076990 2016-04-01 111.098121144423000 2016-05-01 111.005388844146000 2016-06-01 110.730215444399000 2016-07-01 110.413830682234000 2016-08-01 110.698269684106010 2016-09-01 111.279271460804990 2016-10-01 111.109639951944000 2016-11-01 111.053501397384000 2016-12-01 110.987223031691000 2017-01-01 111.106704470643010 2017-02-01 111.469352215991000 2017-03-01 111.765043042616000 2017-04-01 111.720029886312000 2017-05-01 111.913684795807000 2017-06-01 111.832498343914000 2017-07-01 111.863727007216000 2017-08-01 111.923618259899000 2017-09-01 111.833862926493000 2017-10-01 112.485009403235000 2017-11-01 112.080089941978000 2017-12-01 113.641038994172990 2018-01-01 113.178771838997990 2018-02-01 113.519265721865990 2018-03-01 114.092357979188010 2018-04-01 113.684291726385000 2018-05-01 113.360703881162000 2018-06-01 113.761823954858000 2018-07-01 113.672217530868000 2018-08-01 113.726491007966000 2018-09-01 113.587210515335000 2018-10-01 113.766803797122010 2018-11-01 113.549174485231990 2018-12-01 113.873255222032000 2019-01-01 113.844234422641000 2019-02-01 114.227524678662000 2019-03-01 114.301244183623010 2019-04-01 113.751658221263010 2019-05-01 114.186038755288000 2019-06-01 114.500679334695000 2019-07-01 114.137562771361000 2019-08-01 114.395913059858000 2019-09-01 114.489111316129000 2019-10-01 114.058847447335000 2019-11-01 114.543993974090000 2019-12-01 115.439366182307000 2020-01-01 114.803570403018000 2020-02-01 114.687706646813000 2020-03-01 114.438163190739000 2020-04-01 102.434990426321000 2020-05-01 104.536462248409990 2020-06-01 106.241764617724000 2020-07-01 107.134811431368010 2020-08-01 107.404445182751000 2020-09-01 107.975503982364000 2020-10-01 108.547181683293000 2020-11-01 108.945140624126000 2020-12-01 109.051267841587000 2021-01-01 109.773994659829000 2021-02-01 110.047712046446000 2021-03-01 110.332103530167000 2021-04-01 110.252343861703000 2021-05-01 110.089909469659000 2021-06-01 109.741525068234990 2021-07-01 110.781237747953000 2021-08-01 110.389913167218000 2021-09-01 110.217535392178010 2021-10-01 110.562307186345010 2021-11-01 110.696585893649000 2021-12-01 110.576291306057000 2022-01-01 110.466181372742000 2022-02-01 111.079605482579990 2022-03-01 111.556702141388000 2022-04-01 112.950869354263000 2022-05-01 113.386404665412000 2022-06-01 112.930613705522000 2022-07-01 113.459803042988000 2022-08-01 113.883394857861000 2022-09-01 114.481228593376000 2022-10-01 114.863109022919000 2022-11-01 115.230142444062010 2022-12-01 115.468434304860990 2023-01-01 116.293626879129010 2023-02-01 116.277468284050000 2023-03-01 116.645634796548990 2023-04-01 116.805429147716010 2023-05-01 117.391429906909010 2023-06-01 117.825737467719010 2023-07-01 117.987061546737990 2023-08-01 118.399466944921000 2023-09-01 118.755180053643000 2023-10-01 118.658652357708000 2023-11-01 118.915540576975000 2023-12-01 121.147019256438010 2024-01-01 120.409506479624000