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 Colleges, Universities, and Professional Schools in Virginia Series ID: SMU51000006561130001SA 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 2024-03-01 Last Updated: 2024-04-20 6:20 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/SMU51000006561130001). 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 17.141846766405400 1990-02-01 16.559178684786900 1990-03-01 16.463371483592700 1990-04-01 17.657642816221700 1990-05-01 17.340185249329800 1990-06-01 17.153031882720597 1990-07-01 16.658992227573300 1990-08-01 16.891489672403300 1990-09-01 17.141692941560400 1990-10-01 17.121891821115998 1990-11-01 16.953598422737100 1990-12-01 16.272614228941500 1991-01-01 15.722118450753902 1991-02-01 15.467019261804198 1991-03-01 15.334797575044801 1991-04-01 15.125056643027900 1991-05-01 15.109702511135302 1991-06-01 15.076941134445400 1991-07-01 14.676320888677402 1991-08-01 15.057220648997800 1991-09-01 15.180537125691400 1991-10-01 15.463431697148400 1991-11-01 15.679014407551401 1991-12-01 15.765262590911200 1992-01-01 16.016508811470803 1992-02-01 16.089920784147402 1992-03-01 16.118419034983400 1992-04-01 16.273452337416000 1992-05-01 16.235608985293900 1992-06-01 16.324383474400000 1992-07-01 16.182463081703700 1992-08-01 16.105050219919200 1992-09-01 16.117586400184500 1992-10-01 16.210597250629600 1992-11-01 16.138001731114700 1992-12-01 16.130100671074400 1993-01-01 16.133720141861300 1993-02-01 16.212143536443698 1993-03-01 16.116443283173300 1993-04-01 15.964327209549598 1993-05-01 15.949067976860800 1993-06-01 15.894398822294500 1993-07-01 15.809479687636800 1993-08-01 15.884337708260801 1993-09-01 15.728672433397200 1993-10-01 15.645799520217700 1993-11-01 15.737900492358800 1993-12-01 15.822250722858099 1994-01-01 15.955755327110200 1994-02-01 15.880645116902700 1994-03-01 16.027284516893300 1994-04-01 16.102738460703200 1994-05-01 16.084529663778802 1994-06-01 15.821888618863301 1994-07-01 16.085776613658000 1994-08-01 16.152643215198400 1994-09-01 16.112016940038900 1994-10-01 16.003366176702800 1994-11-01 15.965305735076699 1994-12-01 15.941653891208999 1995-01-01 16.014747711523700 1995-02-01 16.143308761689700 1995-03-01 16.120133442834600 1995-04-01 16.038638888754800 1995-05-01 16.371987450172000 1995-06-01 16.281469271569600 1995-07-01 16.404249551702600 1995-08-01 16.495630398717800 1995-09-01 16.436299699580800 1995-10-01 16.392415783769200 1995-11-01 16.402415438703898 1995-12-01 16.372571513903000 1996-01-01 16.354017241507698 1996-02-01 16.521317099654900 1996-03-01 16.500541651935400 1996-04-01 16.830353300713500 1996-05-01 17.058655944010500 1996-06-01 17.199401990359700 1996-07-01 17.406296835262200 1996-08-01 17.455186324129200 1996-09-01 17.576481000993900 1996-10-01 17.587242267751300 1996-11-01 17.732871489109200 1996-12-01 17.889621571052900 1997-01-01 18.077731523565800 1997-02-01 18.133462114286100 1997-03-01 18.485008784677300 1997-04-01 18.721199909888900 1997-05-01 19.268514889925800 1997-06-01 18.810436891093200 1997-07-01 18.569848762071302 1997-08-01 18.643333322036604 1997-09-01 18.784119805909103 1997-10-01 19.197348794142002 1997-11-01 19.277887503529300 1997-12-01 19.475890441866200 1998-01-01 19.438738699368802 1998-02-01 19.619964487899000 1998-03-01 19.712769471463800 1998-04-01 19.618421630340300 1998-05-01 20.425700424987300 1998-06-01 19.868084537395102 1998-07-01 20.417562670571602 1998-08-01 20.293533970772398 1998-09-01 20.031112177973600 1998-10-01 20.451934687323398 1998-11-01 20.564462470151300 1998-12-01 20.657456068740600 1999-01-01 20.599347302858398 1999-02-01 20.685504324854300 1999-03-01 20.544950310020800 1999-04-01 21.033732562077500 1999-05-01 22.148635432138500 1999-06-01 21.778991620312098 1999-07-01 20.752550263823700 1999-08-01 20.534066137197500 1999-09-01 20.242576762527400 1999-10-01 21.028579230164897 1999-11-01 21.170370070249800 1999-12-01 20.990501151324200 2000-01-01 20.783863076313500 2000-02-01 20.918118821540500 2000-03-01 21.097908796995600 2000-04-01 21.211641402271700 2000-05-01 23.892032555436202 2000-06-01 24.194144643192395 2000-07-01 24.172007411522300 2000-08-01 23.278431078071900 2000-09-01 21.467613167408500 2000-10-01 21.059662060264603 2000-11-01 21.093357517796100 2000-12-01 21.066008793291600 2001-01-01 26.049002394310100 2001-02-01 25.882812409558397 2001-03-01 25.902932552899298 2001-04-01 26.411622292977400 2001-05-01 24.512982736704103 2001-06-01 24.955726211926397 2001-07-01 25.378739714487400 2001-08-01 26.091328466500396 2001-09-01 26.591110389428202 2001-10-01 26.738339086869500 2001-11-01 26.686039600841800 2001-12-01 26.562938095130700 2002-01-01 27.434221999587898 2002-02-01 27.724327786458300 2002-03-01 27.853000149033800 2002-04-01 27.754533228320900 2002-05-01 26.490477791110000 2002-06-01 26.894382086534800 2002-07-01 27.348577330092397 2002-08-01 27.673037406433700 2002-09-01 27.941304601305000 2002-10-01 28.069567807165700 2002-11-01 28.256328909524697 2002-12-01 27.966419700836200 2003-01-01 27.943301887747197 2003-02-01 27.783425919961800 2003-03-01 27.657479770994800 2003-04-01 27.562376800352602 2003-05-01 26.831797906591500 2003-06-01 27.306998806234002 2003-07-01 27.590938206647600 2003-08-01 27.723224141697397 2003-09-01 27.859038233317500 2003-10-01 27.913549518438202 2003-11-01 27.870035041597400 2003-12-01 28.143383207667700 2004-01-01 28.190992611172298 2004-02-01 28.026698203316304 2004-03-01 28.258244620185200 2004-04-01 28.262226011548500 2004-05-01 27.972177851058802 2004-06-01 28.205368048530600 2004-07-01 28.380801509533300 2004-08-01 28.405059365212498 2004-09-01 28.480382918049300 2004-10-01 28.572617470773896 2004-11-01 28.619314800481302 2004-12-01 28.709490099252000 2005-01-01 28.309003899744500 2005-02-01 28.554789612022100 2005-03-01 28.285248881513600 2005-04-01 28.304982249972300 2005-05-01 28.188740139187498 2005-06-01 28.367427680782600 2005-07-01 28.373542868903400 2005-08-01 28.479869676106897 2005-09-01 28.538451823746300 2005-10-01 28.621733693251500 2005-11-01 28.692995666509700 2005-12-01 29.075965797897897 2006-01-01 28.665774246411600 2006-02-01 28.554792176359700 2006-03-01 28.763564592138902 2006-04-01 28.820161068748700 2006-05-01 28.852965018400504 2006-06-01 28.948921188433900 2006-07-01 28.944191208983696 2006-08-01 29.005344444748000 2006-09-01 29.079107778264298 2006-10-01 29.147004097136804 2006-11-01 29.125834960545696 2006-12-01 29.839350577660603 2007-01-01 29.584717129903000 2007-02-01 29.897862248209200 2007-03-01 30.101632395042600 2007-04-01 30.194126613168002 2007-05-01 30.246268394680700 2007-06-01 30.266051343005200 2007-07-01 30.342693384646000 2007-08-01 30.405360989636100 2007-09-01 30.457404880685896 2007-10-01 30.494863894076900 2007-11-01 30.444368889315000 2007-12-01 31.550551214322200 2008-01-01 29.291597890703603 2008-02-01 30.803924918749800 2008-03-01 30.833310112841200 2008-04-01 30.838658955556397 2008-05-01 30.922473360639700 2008-06-01 30.986309146349100 2008-07-01 31.022873074530303 2008-08-01 31.026053855588200 2008-09-01 31.049920946140197 2008-10-01 31.153387942916500 2008-11-01 31.189528704531200 2008-12-01 32.887710588105000 2009-01-01 31.060166796226202 2009-02-01 31.122129900844500 2009-03-01 31.119181771664000 2009-04-01 31.181365275598196 2009-05-01 31.263322899990502 2009-06-01 31.262662626925000 2009-07-01 31.226860960410400 2009-08-01 31.303807344992800 2009-09-01 31.333756040627500 2009-10-01 31.334020461943997 2009-11-01 31.388605649517103 2009-12-01 33.616804911659000 2010-01-01 31.431223199990896 2010-02-01 31.453108263026600 2010-03-01 31.494813013478900 2010-04-01 31.488093179865700 2010-05-01 31.664008006909700 2010-06-01 31.708327118032800 2010-07-01 31.533154246421798 2010-08-01 31.543264992269396 2010-09-01 31.590946569359197 2010-10-01 31.595665258247800 2010-11-01 31.640798322248898 2010-12-01 34.812519760972200 2011-01-01 31.604961615958600 2011-02-01 31.752502106449498 2011-03-01 31.817541760342998 2011-04-01 31.456968129352603 2011-05-01 31.906597939472800 2011-06-01 32.110872981537400 2011-07-01 31.730559226935100 2011-08-01 31.537926644648200 2011-09-01 31.573844903829198 2011-10-01 31.696160593272300 2011-11-01 31.722909040239000 2011-12-01 31.141485940617798 2012-01-01 31.840967513482500 2012-02-01 31.786216944826500 2012-03-01 31.862343592521402 2012-04-01 32.234749023027604 2012-05-01 32.466921169614395 2012-06-01 32.777314955672900 2012-07-01 33.259660041252500 2012-08-01 33.681178301841996 2012-09-01 33.965449458457700 2012-10-01 34.173826040625500 2012-11-01 34.253253961201400 2012-12-01 34.184232920163005 2013-01-01 34.877956334469600 2013-02-01 35.196530893382200 2013-03-01 35.431919264362400 2013-04-01 35.389912148328290 2013-05-01 35.377074098240900 2013-06-01 35.014385911440400 2013-07-01 35.318579570041500 2013-08-01 35.532782493102495 2013-09-01 35.192823765506700 2013-10-01 35.100344450670400 2013-11-01 35.054579813632300 2013-12-01 34.364409880837100 2014-01-01 34.967883645458400 2014-02-01 34.898911882488896 2014-03-01 34.838153616655200 2014-04-01 36.925913384483900 2014-05-01 36.728743628281200 2014-06-01 36.850497404175900 2014-07-01 36.925079550609800 2014-08-01 36.960264069977500 2014-09-01 37.167486579468104 2014-10-01 37.125751141733800 2014-11-01 37.200357884320700 2014-12-01 36.421083385632500 2015-01-01 37.062200078883000 2015-02-01 37.065666863596400 2015-03-01 37.050602252599400 2015-04-01 37.222492015812500 2015-05-01 37.297881255112900 2015-06-01 37.203960379180100 2015-07-01 37.093226621607600 2015-08-01 37.148947730581700 2015-09-01 37.032210323417700 2015-10-01 37.347233116706600 2015-11-01 37.364919537947394 2015-12-01 37.260190713359200 2016-01-01 37.235090497695495 2016-02-01 37.212064497818496 2016-03-01 37.262114151651900 2016-04-01 37.106003289317705 2016-05-01 37.149731584418700 2016-06-01 37.244972451927500 2016-07-01 37.611627959330896 2016-08-01 37.325395371232600 2016-09-01 37.018086135138500 2016-10-01 36.888796849586896 2016-11-01 36.873420030389795 2016-12-01 36.734878302539100 2017-01-01 36.987456417901896 2017-02-01 36.834544621336100 2017-03-01 36.861928934060200 2017-04-01 37.004938279008300 2017-05-01 36.869497680694100 2017-06-01 37.256314057878400 2017-07-01 37.112077994153000 2017-08-01 36.735915046969700 2017-09-01 36.906231063862290 2017-10-01 36.742693199149400 2017-11-01 36.612727307181900 2017-12-01 36.511972530148796 2018-01-01 36.697387287312900 2018-02-01 36.530775577282704 2018-03-01 36.549680132566400 2018-04-01 37.571316456764100 2018-05-01 37.074306871303000 2018-06-01 37.116034725099400 2018-07-01 37.168813616944796 2018-08-01 37.399357506134400 2018-09-01 37.231153175606800 2018-10-01 37.107081919489900 2018-11-01 37.101505427916706 2018-12-01 37.176657752621500 2019-01-01 37.086826456549900 2019-02-01 37.451917041814900 2019-03-01 37.414748179532400 2019-04-01 36.827939751442500 2019-05-01 36.766454012809000 2019-06-01 36.570707042068000 2019-07-01 36.370824240475706 2019-08-01 36.186408008827800 2019-09-01 36.309025983524900 2019-10-01 36.531542529281104 2019-11-01 36.475702430942704 2019-12-01 37.019415060187000 2020-01-01 36.126143735766895 2020-02-01 36.203281994949900 2020-03-01 35.350685320522000 2020-04-01 34.047258680191604 2020-05-01 33.694357455247996 2020-06-01 34.398304005939394 2020-07-01 34.418928731025700 2020-08-01 34.806233394316500 2020-09-01 34.542570552919100 2020-10-01 34.402166506830600 2020-11-01 34.415387544563100 2020-12-01 34.176237484172500 2021-01-01 33.913457795171900 2021-02-01 34.171398153096800 2021-03-01 34.670813646155400 2021-04-01 35.243893039613300 2021-05-01 35.488627219187000 2021-06-01 35.522889797304800 2021-07-01 35.655675339537396 2021-08-01 35.500341145799000 2021-09-01 34.555231356276300 2021-10-01 35.360193300220295 2021-11-01 35.341173811905605 2021-12-01 35.435344286867300 2022-01-01 35.490322091840400 2022-02-01 35.492179690566600 2022-03-01 35.371391958181400 2022-04-01 35.417815202500400 2022-05-01 35.119326796536605 2022-06-01 34.803143785504200 2022-07-01 35.837968812852395 2022-08-01 35.978822506311396 2022-09-01 36.285179511898000 2022-10-01 36.335353565310704 2022-11-01 36.257868225725600 2022-12-01 36.597371824704794 2023-01-01 36.909646140057700 2023-02-01 36.775608084210404 2023-03-01 36.939178852884005 2023-04-01 36.906471546761200 2023-05-01 37.093595365116900 2023-06-01 36.997591604470700 2023-07-01 36.890891610114900 2023-08-01 36.917691371914200 2023-09-01 37.079919771105400 2023-10-01 37.129812847845294 2023-11-01 37.296881417114500 2023-12-01 42.710562923013704 2024-01-01 36.931398536053706 2024-02-01 37.044639812331205 2024-03-01 36.885333204644800