Title: All Employees: Education and Health Services: Private Educational Services in Virginia Beach-Norfolk-Newport News, VA-NC (MSA) Series ID: SMU51472606561000001SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: State and Metro Area Employment, Hours, and Earnings (Not a Press Release) Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-02-01 Last Updated: 2024-03-23 4:40 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/SMU51472606561000001). 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 12.890939733493600 1990-02-01 12.920751877474801 1990-03-01 12.989917308054400 1990-04-01 12.986679212596900 1990-05-01 13.192377044453100 1990-06-01 13.233459329139901 1990-07-01 13.125621500557001 1990-08-01 13.139924308622598 1990-09-01 12.934974971241400 1990-10-01 13.516455050195301 1990-11-01 13.292871036130100 1990-12-01 13.279735869096700 1991-01-01 13.315927709307301 1991-02-01 13.190454468806800 1991-03-01 13.279287719713200 1991-04-01 13.478053549970697 1991-05-01 13.387758165838400 1991-06-01 13.569067672114999 1991-07-01 13.999307972292199 1991-08-01 13.829447735848000 1991-09-01 13.843656843688200 1991-10-01 13.929298546861501 1991-11-01 13.713424486465499 1991-12-01 14.118796582859700 1992-01-01 14.034242201189402 1992-02-01 14.128394590623500 1992-03-01 14.039308024198101 1992-04-01 13.878863269055099 1992-05-01 13.868451231245501 1992-06-01 13.809788640796200 1992-07-01 13.690419919751100 1992-08-01 13.638445135711999 1992-09-01 13.642664927892499 1992-10-01 13.531770516316199 1992-11-01 13.428877603698700 1992-12-01 13.265699726828199 1993-01-01 13.130215349984100 1993-02-01 13.178600105094500 1993-03-01 13.108399491047098 1993-04-01 13.185657143400700 1993-05-01 13.153189285155600 1993-06-01 12.939520265212700 1993-07-01 13.079063875164600 1993-08-01 12.953924257395300 1993-09-01 12.763368208440400 1993-10-01 12.716905495114900 1993-11-01 12.554527239577999 1993-12-01 12.776250246750400 1994-01-01 13.101982272277999 1994-02-01 13.137840214714402 1994-03-01 13.385801225934902 1994-04-01 13.324899710583400 1994-05-01 13.355665756953700 1994-06-01 13.423760824175698 1994-07-01 13.420987837731198 1994-08-01 13.303380636528802 1994-09-01 13.746071150215002 1994-10-01 13.778518277631900 1994-11-01 13.858963877698901 1994-12-01 13.821280292003600 1995-01-01 13.898970625054100 1995-02-01 13.844905743368600 1995-03-01 13.787511155483699 1995-04-01 13.778300664310300 1995-05-01 13.853331298679800 1995-06-01 13.994362453457300 1995-07-01 14.047485244463198 1995-08-01 14.049854519599800 1995-09-01 13.932953602641598 1995-10-01 14.142189208887801 1995-11-01 13.969575052671301 1995-12-01 14.025479450828800 1996-01-01 13.933672837876100 1996-02-01 13.974817642762899 1996-03-01 13.777400336512500 1996-04-01 14.026274066845900 1996-05-01 13.723188088094401 1996-06-01 13.764147199553099 1996-07-01 14.597081580587700 1996-08-01 14.593997883019100 1996-09-01 14.696369069373699 1996-10-01 14.533449270129500 1996-11-01 14.649003672595699 1996-12-01 14.743168457781300 1997-01-01 14.800634037965901 1997-02-01 14.828496480275600 1997-03-01 15.059026293521800 1997-04-01 14.949864141951402 1997-05-01 15.173221770870400 1997-06-01 15.138403740666700 1997-07-01 14.815862647952200 1997-08-01 15.228524048417402 1997-09-01 15.421923692333800 1997-10-01 15.416415853031700 1997-11-01 15.407903693950100 1997-12-01 15.487690419244302 1998-01-01 15.467038291215400 1998-02-01 15.350776541695100 1998-03-01 15.767120219791698 1998-04-01 15.350305719096598 1998-05-01 15.557213073535600 1998-06-01 15.412054666108801 1998-07-01 15.308756867852700 1998-08-01 15.438442024078400 1998-09-01 15.370728527315901 1998-10-01 14.621882333745198 1998-11-01 14.655954682836900 1998-12-01 14.666906031288800 1999-01-01 14.696106689203699 1999-02-01 14.826608272240100 1999-03-01 14.887380900513199 1999-04-01 15.127885729719200 1999-05-01 14.997913701478600 1999-06-01 15.132141693222401 1999-07-01 15.076114599156899 1999-08-01 15.061958218422802 1999-09-01 15.003811433343900 1999-10-01 15.220651202206000 1999-11-01 15.216797010108198 1999-12-01 15.158109274032400 2000-01-01 14.953828786320300 2000-02-01 15.069036515498100 2000-03-01 14.980650178146600 2000-04-01 14.920888691666699 2000-05-01 15.208555532692099 2000-06-01 15.330957260004000 2000-07-01 15.445801766955800 2000-08-01 15.676060652714000 2000-09-01 15.078375782068400 2000-10-01 14.934080396258800 2000-11-01 14.879079083499999 2000-12-01 14.836688863310500 2001-01-01 13.667463873047900 2001-02-01 13.635361287652800 2001-03-01 13.519245418506300 2001-04-01 13.545395391828999 2001-05-01 13.693682855534899 2001-06-01 13.938942339932598 2001-07-01 13.478222439833400 2001-08-01 13.474412315339599 2001-09-01 13.715404055952598 2001-10-01 13.592318856034200 2001-11-01 13.620499990722900 2001-12-01 13.591983145092100 2002-01-01 13.992707833531000 2002-02-01 13.931294247244100 2002-03-01 14.020038919038100 2002-04-01 13.833554897867500 2002-05-01 14.642566820918901 2002-06-01 14.991485884627600 2002-07-01 14.049921153468599 2002-08-01 13.722557537465400 2002-09-01 13.854580890251901 2002-10-01 13.915075708898499 2002-11-01 13.945482917384600 2002-12-01 13.917346171233700 2003-01-01 13.477085215964301 2003-02-01 13.342844273008199 2003-03-01 13.351601251579401 2003-04-01 13.458797745755401 2003-05-01 13.282355021328900 2003-06-01 13.250733448272099 2003-07-01 13.464090973263302 2003-08-01 13.640353455237400 2003-09-01 13.492860655406401 2003-10-01 13.607110469339002 2003-11-01 13.585715388795200 2003-12-01 13.574911328211300 2004-01-01 15.681137752173400 2004-02-01 15.725606969265100 2004-03-01 15.812205593405302 2004-04-01 15.838534315595000 2004-05-01 15.751591337498901 2004-06-01 15.737453834787900 2004-07-01 15.767719224403300 2004-08-01 15.897852155033501 2004-09-01 16.019069767254500 2004-10-01 15.920354389406299 2004-11-01 15.947006422577300 2004-12-01 16.059016098696400 2005-01-01 16.474765073811200 2005-02-01 16.209332310623100 2005-03-01 16.207289973370800 2005-04-01 16.266678609536600 2005-05-01 16.231030524595300 2005-06-01 16.244218455795800 2005-07-01 16.342588107106400 2005-08-01 16.392961794000500 2005-09-01 16.372212180317000 2005-10-01 16.553720689397600 2005-11-01 16.530703942258700 2005-12-01 16.484778024688900 2006-01-01 16.349978853581700 2006-02-01 16.393175545695300 2006-03-01 16.302632192011398 2006-04-01 16.349727562864100 2006-05-01 16.345423080649100 2006-06-01 16.366857682388600 2006-07-01 16.364144445009302 2006-08-01 16.414897774198998 2006-09-01 16.663742412039300 2006-10-01 16.537188394933000 2006-11-01 16.541080248594200 2006-12-01 16.738592128660900 2007-01-01 16.513396570546400 2007-02-01 16.375883021232300 2007-03-01 16.481361051374200 2007-04-01 16.443149213538100 2007-05-01 16.430555583402000 2007-06-01 16.452964603302200 2007-07-01 16.451051353076000 2007-08-01 16.516479420875800 2007-09-01 17.108255199159300 2007-10-01 16.641376013721200 2007-11-01 16.665778929412000 2007-12-01 16.820707571647700 2008-01-01 15.184207084479999 2008-02-01 15.244597799322900 2008-03-01 15.266103534492900 2008-04-01 15.328004006532900 2008-05-01 15.400465048786100 2008-06-01 15.424408420907099 2008-07-01 15.519605253128100 2008-08-01 15.492050861908300 2008-09-01 15.365944461962302 2008-10-01 15.565543307048099 2008-11-01 15.401341155145099 2008-12-01 15.834388646887698 2009-01-01 16.247173957952800 2009-02-01 16.198377035675700 2009-03-01 16.257670328135300 2009-04-01 16.198420401620400 2009-05-01 16.279088672582900 2009-06-01 16.305666653902700 2009-07-01 16.308127066776000 2009-08-01 16.360508080046000 2009-09-01 16.501042777582400 2009-10-01 16.569762527291100 2009-11-01 16.608166067297500 2009-12-01 16.951672900562800 2010-01-01 16.327836302462600 2010-02-01 16.466527281800200 2010-03-01 16.575596523304100 2010-04-01 16.639333282862200 2010-05-01 16.679179831359200 2010-06-01 16.686067848009902 2010-07-01 16.732175366742400 2010-08-01 16.725732725651700 2010-09-01 16.505983873897800 2010-10-01 16.555486823887502 2010-11-01 16.508846088730300 2010-12-01 16.979182779580000 2011-01-01 16.704938633234800 2011-02-01 16.717739875306698 2011-03-01 16.689881873609800 2011-04-01 16.762180752905600 2011-05-01 16.912427661855300 2011-06-01 16.885106123471000 2011-07-01 17.002307414826600 2011-08-01 16.924618347343700 2011-09-01 16.856082491980600 2011-10-01 16.813079416978900 2011-11-01 16.864446829933698 2011-12-01 15.906429745127802 2012-01-01 16.697408208129000 2012-02-01 16.794492046387500 2012-03-01 16.805908907546400 2012-04-01 16.752360396871400 2012-05-01 16.779723443178500 2012-06-01 16.897566399793998 2012-07-01 16.790438597800698 2012-08-01 17.026836301900800 2012-09-01 17.178757310747100 2012-10-01 17.454833339997197 2012-11-01 17.513451821966100 2012-12-01 17.437879079856400 2013-01-01 17.884763977445900 2013-02-01 17.981794179696898 2013-03-01 18.024657107016500 2013-04-01 18.438962033244300 2013-05-01 18.038854745397500 2013-06-01 18.057992038480002 2013-07-01 17.762671860649604 2013-08-01 17.939264748558500 2013-09-01 17.975033874289000 2013-10-01 17.892894266828698 2013-11-01 17.925006346613500 2013-12-01 17.465968405061500 2014-01-01 17.900795988750800 2014-02-01 17.796317058129400 2014-03-01 17.819351361800802 2014-04-01 18.043297517807400 2014-05-01 17.984739153166803 2014-06-01 18.148936304958802 2014-07-01 18.203949465401300 2014-08-01 18.250249071213100 2014-09-01 18.193180821952698 2014-10-01 18.134016620817302 2014-11-01 18.146624164074897 2014-12-01 17.874695879772700 2015-01-01 18.231246882203898 2015-02-01 18.270364580621102 2015-03-01 18.271844846926400 2015-04-01 18.515540388548400 2015-05-01 18.598253696924600 2015-06-01 18.552449826041500 2015-07-01 18.528311848009200 2015-08-01 18.684050877210800 2015-09-01 18.742327751950300 2015-10-01 18.793952880581200 2015-11-01 18.772965524344800 2015-12-01 18.454947388967300 2016-01-01 18.356780854331802 2016-02-01 18.116618568032000 2016-03-01 18.273223038016500 2016-04-01 18.149379957405600 2016-05-01 18.022791670287300 2016-06-01 17.920613823468300 2016-07-01 18.030329597058998 2016-08-01 17.925801366157600 2016-09-01 18.031181093884400 2016-10-01 18.087409094492700 2016-11-01 18.147070496229396 2016-12-01 18.103435961478800 2017-01-01 18.039013593985400 2017-02-01 18.133161027382000 2017-03-01 18.293229450308700 2017-04-01 18.020409431336700 2017-05-01 18.038838052611400 2017-06-01 18.040213594754200 2017-07-01 18.020016927746198 2017-08-01 18.052463009783303 2017-09-01 18.037636714353198 2017-10-01 18.011646012743900 2017-11-01 18.055603788103400 2017-12-01 18.129716657957000 2018-01-01 18.190518297140700 2018-02-01 18.177632384556897 2018-03-01 18.355877981859300 2018-04-01 18.197037283858602 2018-05-01 18.162788069972500 2018-06-01 18.115806317330698 2018-07-01 17.966868539947200 2018-08-01 18.042943618894398 2018-09-01 18.045655374933500 2018-10-01 18.055949132641400 2018-11-01 17.992727986851600 2018-12-01 17.962736912326697 2019-01-01 18.045040316083398 2019-02-01 18.042951160488602 2019-03-01 18.177609967793900 2019-04-01 17.641791535143200 2019-05-01 17.869666920887397 2019-06-01 17.774986451183400 2019-07-01 17.790785934995000 2019-08-01 17.715053526723896 2019-09-01 17.747598355775200 2019-10-01 17.805781018180397 2019-11-01 17.825797378985900 2019-12-01 17.902181123088000 2020-01-01 17.715938138797300 2020-02-01 17.751697749125398 2020-03-01 17.706420360775898 2020-04-01 15.557761975863700 2020-05-01 15.576792756182700 2020-06-01 16.040570803206400 2020-07-01 16.110724945345800 2020-08-01 16.276574429055000 2020-09-01 16.230984546298200 2020-10-01 16.249030048371200 2020-11-01 16.351671578405700 2020-12-01 16.277778918720200 2021-01-01 16.888871176093400 2021-02-01 16.879648735608402 2021-03-01 17.013250736480803 2021-04-01 17.236653846135198 2021-05-01 17.279311506117800 2021-06-01 17.319489162930697 2021-07-01 17.374219172375902 2021-08-01 17.365110029976197 2021-09-01 17.414012333267500 2021-10-01 17.465317321053000 2021-11-01 17.541545069975900 2021-12-01 17.635829328831200 2022-01-01 17.767646603635400 2022-02-01 17.826476546128898 2022-03-01 17.896392529309896 2022-04-01 18.031463523597900 2022-05-01 18.090081561053697 2022-06-01 18.003745045442603 2022-07-01 18.274593086277400 2022-08-01 18.358674678675100 2022-09-01 18.495006095614200 2022-10-01 18.559642261995698 2022-11-01 18.603317937113400 2022-12-01 18.583856245600604 2023-01-01 18.761233877198396 2023-02-01 18.767988594028303 2023-03-01 18.872477998382102 2023-04-01 18.837706542160603 2023-05-01 18.902706496689600 2023-06-01 19.078508373773400 2023-07-01 18.993002555292698 2023-08-01 19.065729831403697 2023-09-01 19.093569429644500 2023-10-01 19.148449744817500 2023-11-01 19.454744884086700 2023-12-01 20.685465531525600 2024-01-01 19.174326708099603 2024-02-01 19.197667430772900