Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Social Assistance in Virginia

Title All Employees: Education and Health Services: Social Assistance in Virginia
Series ID SMU51000006562400001SA
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 2024-12-01
Last Updated 2025-01-29 6:44 AM CST
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. More information on X-13ARIMA-SEATS can be found here.

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.

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 23.771774621680198
1990-02-01 23.943475864748503
1990-03-01 24.137220617910000
1990-04-01 24.221382924966000
1990-05-01 24.424534288818197
1990-06-01 24.668604096829500
1990-07-01 25.061506487050500
1990-08-01 25.332811674587003
1990-09-01 25.493900804669200
1990-10-01 25.731355153106900
1990-11-01 25.897924973085200
1990-12-01 26.022676561587000
1991-01-01 24.984462928544698
1991-02-01 25.144956401560997
1991-03-01 25.339212071138500
1991-04-01 25.411078694710200
1991-05-01 25.606781065077897
1991-06-01 25.460542777680100
1991-07-01 25.058855620174498
1991-08-01 25.426044758817100
1991-09-01 25.472399518166600
1991-10-01 25.541695222331500
1991-11-01 25.504115312828700
1991-12-01 25.721635891921803
1992-01-01 26.099692807908000
1992-02-01 26.252180484551502
1992-03-01 26.353288433974700
1992-04-01 26.307229149366602
1992-05-01 26.298518514853395
1992-06-01 26.034686856378100
1992-07-01 25.980819397500100
1992-08-01 25.817765512921300
1992-09-01 25.631241053856000
1992-10-01 25.751670587848700
1992-11-01 25.721579786158600
1992-12-01 25.713504278137396
1993-01-01 25.725912710764103
1993-02-01 25.660844967188200
1993-03-01 25.593797062398000
1993-04-01 25.516758093192300
1993-05-01 25.501279733994497
1993-06-01 25.720335729134803
1993-07-01 25.669726799779202
1993-08-01 25.785347300432402
1993-09-01 25.990320785060803
1993-10-01 25.863546865031200
1993-11-01 26.028607675921800
1993-12-01 26.299064065032000
1994-01-01 25.960325781944700
1994-02-01 25.977277729714103
1994-03-01 26.220113944129000
1994-04-01 26.628400035699500
1994-05-01 26.897951446529497
1994-06-01 26.882332406161698
1994-07-01 27.394607807671300
1994-08-01 27.380480777848202
1994-09-01 27.542415125439200
1994-10-01 27.363653908122000
1994-11-01 27.821782851425700
1994-12-01 27.967740713747503
1995-01-01 28.435190484496500
1995-02-01 28.394826531711000
1995-03-01 28.549350690831300
1995-04-01 28.435848596362000
1995-05-01 28.381865444319800
1995-06-01 28.651834319609900
1995-07-01 28.386344899102696
1995-08-01 28.459845244831800
1995-09-01 28.522021245533800
1995-10-01 28.454424687054600
1995-11-01 28.307414657990304
1995-12-01 28.445894429136700
1996-01-01 28.277648050381497
1996-02-01 28.622810855803500
1996-03-01 28.588716739999300
1996-04-01 28.755025541268100
1996-05-01 28.794390262032500
1996-06-01 28.725081606341800
1996-07-01 28.759071924633100
1996-08-01 28.929044295427605
1996-09-01 29.026175239980997
1996-10-01 29.031505714226700
1996-11-01 29.293607476156200
1996-12-01 29.312384363958397
1997-01-01 29.546806996511300
1997-02-01 29.447028208631302
1997-03-01 29.730366652293803
1997-04-01 29.647844911566500
1997-05-01 29.886406251798700
1997-06-01 30.196087507762800
1997-07-01 30.755589112828805
1997-08-01 31.130835656712400
1997-09-01 30.668198564130100
1997-10-01 31.098228828449503
1997-11-01 31.162889043425400
1997-12-01 31.276251167041202
1998-01-01 31.199637507992300
1998-02-01 31.484682823681800
1998-03-01 31.469396722152600
1998-04-01 31.727418438968800
1998-05-01 32.072773539783000
1998-06-01 32.149417340938896
1998-07-01 32.135713905379100
1998-08-01 32.206912787140396
1998-09-01 32.920557103452000
1998-10-01 32.675246179687700
1998-11-01 32.945544123083500
1998-12-01 33.045470578069400
1999-01-01 33.873575581490100
1999-02-01 33.928092041608800
1999-03-01 34.121891971490605
1999-04-01 34.271383195771000
1999-05-01 34.329295890707000
1999-06-01 33.999656356474105
1999-07-01 34.743705163242500
1999-08-01 34.901888589307900
1999-09-01 34.970959455887300
1999-10-01 35.177102764444300
1999-11-01 35.240819290542100
1999-12-01 35.351541096655005
2000-01-01 35.082234644790400
2000-02-01 34.873547461308796
2000-03-01 35.461710777465400
2000-04-01 35.512987454316296
2000-05-01 35.390412565106200
2000-06-01 35.536242685566705
2000-07-01 36.047632756357600
2000-08-01 35.768713667271400
2000-09-01 35.800071473890206
2000-10-01 36.213729771617100
2000-11-01 36.367927495746800
2000-12-01 36.489113397134204
2001-01-01 36.178256860692390
2001-02-01 36.513377093045800
2001-03-01 36.476599645167800
2001-04-01 36.743998693756105
2001-05-01 37.022785076916300
2001-06-01 37.183273285032900
2001-07-01 37.269265480812294
2001-08-01 37.470966508092104
2001-09-01 37.518984409273800
2001-10-01 37.665427422902496
2001-11-01 37.679422545741600
2001-12-01 37.943807523492296
2002-01-01 38.153882577283600
2002-02-01 38.240605518942000
2002-03-01 38.376643152513600
2002-04-01 38.502863299027100
2002-05-01 38.441249622128794
2002-06-01 38.552424043551400
2002-07-01 38.593558917005400
2002-08-01 38.797172317560700
2002-09-01 38.722296819646200
2002-10-01 38.416667781879895
2002-11-01 38.490769126677100
2002-12-01 38.392069306449800
2003-01-01 38.609011454503104
2003-02-01 38.534048076691704
2003-03-01 38.651183562064300
2003-04-01 38.910930281504000
2003-05-01 39.274963452526606
2003-06-01 39.144648225248600
2003-07-01 39.010948095154795
2003-08-01 39.029240806469204
2003-09-01 39.015108531434000
2003-10-01 38.957891769655400
2003-11-01 39.097801476385500
2003-12-01 39.219737711155710
2004-01-01 39.651572986781794
2004-02-01 39.721771838435800
2004-03-01 40.024256375745700
2004-04-01 40.148642093270205
2004-05-01 40.237823560938104
2004-06-01 40.141595552859300
2004-07-01 40.325294394676000
2004-08-01 40.467859444172504
2004-09-01 40.418841518595600
2004-10-01 41.375262155281100
2004-11-01 41.595778156890600
2004-12-01 41.918166597911200
2005-01-01 41.508395317284900
2005-02-01 41.809322716547800
2005-03-01 41.799586349692700
2005-04-01 41.996732866068100
2005-05-01 42.422762917104290
2005-06-01 42.242222950484700
2005-07-01 42.837563276876600
2005-08-01 42.995115626670290
2005-09-01 44.048687484677710
2005-10-01 43.740420865738200
2005-11-01 44.094617994663400
2005-12-01 44.299090565774605
2006-01-01 44.273724373078500
2006-02-01 44.609931686826805
2006-03-01 45.023774773645705
2006-04-01 44.763717285893705
2006-05-01 44.906899942437000
2006-06-01 45.248943666887800
2006-07-01 45.105588593686290
2006-08-01 45.286845189909500
2006-09-01 45.866968906744100
2006-10-01 45.376216798288404
2006-11-01 45.620919364760894
2006-12-01 46.179522752595610
2007-01-01 46.743047403482800
2007-02-01 46.927543243464500
2007-03-01 47.484029133255504
2007-04-01 47.603037430263100
2007-05-01 47.798247607005100
2007-06-01 48.483718623783000
2007-07-01 49.162759782430600
2007-08-01 49.161202776701710
2007-09-01 49.296796976194400
2007-10-01 49.483172139096300
2007-11-01 49.944197915554700
2007-12-01 50.174099946239610
2008-01-01 50.618301344733600
2008-02-01 51.179803470102800
2008-03-01 51.365925419761800
2008-04-01 51.896942778768210
2008-05-01 52.173109811055795
2008-06-01 52.650476765826000
2008-07-01 52.870081332238100
2008-08-01 53.531200431362490
2008-09-01 53.730582696279000
2008-10-01 54.406481846409704
2008-11-01 54.447234256263800
2008-12-01 54.770053685493600
2009-01-01 55.122748258162700
2009-02-01 55.127769062602300
2009-03-01 55.425056129490800
2009-04-01 55.754125516620290
2009-05-01 56.861566103514100
2009-06-01 57.036505546914206
2009-07-01 57.621562718854506
2009-08-01 57.781367132724800
2009-09-01 58.498841399652700
2009-10-01 58.837518167565300
2009-11-01 58.894509874557800
2009-12-01 59.461237844273300
2010-01-01 59.745167332483600
2010-02-01 59.370122123244100
2010-03-01 60.039776822454300
2010-04-01 60.844503131364000
2010-05-01 60.842054317639700
2010-06-01 60.745268784039710
2010-07-01 61.406705771161700
2010-08-01 61.316202166588300
2010-09-01 61.526695033766600
2010-10-01 62.153826826018296
2010-11-01 62.187507657996900
2010-12-01 62.245899482222300
2011-01-01 62.654003533287400
2011-02-01 63.210753321628890
2011-03-01 63.520674351748000
2011-04-01 64.179110333680710
2011-05-01 63.937782180591000
2011-06-01 64.120720753910200
2011-07-01 64.961463093301500
2011-08-01 64.587814616700710
2011-09-01 65.764696342328500
2011-10-01 64.703638134123200
2011-11-01 65.168533179383200
2011-12-01 65.877694278581900
2012-01-01 65.300030907500300
2012-02-01 65.745631694760500
2012-03-01 66.202531467048800
2012-04-01 66.067640293288490
2012-05-01 66.037473282965300
2012-06-01 66.897519787397100
2012-07-01 66.347133454300390
2012-08-01 67.248463706041400
2012-09-01 67.167766578615000
2012-10-01 67.867515731262500
2012-11-01 68.378108848910700
2012-12-01 68.610631274849800
2013-01-01 68.642621339015700
2013-02-01 69.092564328112700
2013-03-01 69.548527035645300
2013-04-01 69.024373201497800
2013-05-01 69.553752438003700
2013-06-01 69.317817276672710
2013-07-01 68.975171507985890
2013-08-01 69.934245470397800
2013-09-01 70.310495591317800
2013-10-01 69.887838245290100
2013-11-01 70.833397333836100
2013-12-01 70.676734324583310
2014-01-01 71.172466898100800
2014-02-01 70.923964481345510
2014-03-01 71.225101202083700
2014-04-01 71.351536338149000
2014-05-01 72.100515422307910
2014-06-01 72.155456286817910
2014-07-01 71.865638446728910
2014-08-01 73.121345698224000
2014-09-01 72.917965634785700
2014-10-01 72.989385781934200
2014-11-01 72.050715394038900
2014-12-01 72.516890268972800
2015-01-01 74.518311012007200
2015-02-01 74.585400808742700
2015-03-01 74.614305984015800
2015-04-01 74.880800782433700
2015-05-01 75.961140119201910
2015-06-01 75.839252440428300
2015-07-01 77.110202849814500
2015-08-01 77.089462545848100
2015-09-01 77.156096421041400
2015-10-01 78.002179910565090
2015-11-01 77.540437127493700
2015-12-01 78.237706528923500
2016-01-01 77.856017168081300
2016-02-01 78.294717721601000
2016-03-01 78.408542259281800
2016-04-01 80.435644210368100
2016-05-01 80.252938774818700
2016-06-01 80.884996353132200
2016-07-01 76.489274111139100
2016-08-01 79.527660102513410
2016-09-01 75.004267985365290
2016-10-01 77.346675949333590
2016-11-01 78.545825065761100
2016-12-01 77.053590479982200
2017-01-01 80.025043747761590
2017-02-01 80.593027050045210
2017-03-01 81.031173169346000
2017-04-01 78.552734371134920
2017-05-01 81.062667277759000
2017-06-01 78.582972700537300
2017-07-01 79.696902163177800
2017-08-01 79.451705636233500
2017-09-01 77.619469557786200
2017-10-01 79.505552392585800
2017-11-01 77.169522327433090
2017-12-01 80.325981536038000
2018-01-01 81.336030821424000
2018-02-01 80.907761119712800
2018-03-01 81.394595823608410
2018-04-01 81.522379581507790
2018-05-01 80.797376094322910
2018-06-01 81.750020635387100
2018-07-01 81.292099808128300
2018-08-01 79.679486052404500
2018-09-01 81.281248230467700
2018-10-01 81.830068145084410
2018-11-01 81.753214416026710
2018-12-01 82.377400515875310
2019-01-01 81.590778637257400
2019-02-01 82.912421708315290
2019-03-01 83.604823486269210
2019-04-01 81.954533009823410
2019-05-01 82.273177259633700
2019-06-01 83.298931590425910
2019-07-01 81.651240917526410
2019-08-01 81.856433153284700
2019-09-01 83.875256850608790
2019-10-01 81.757861377857410
2019-11-01 80.991963824876010
2019-12-01 83.801806587808580
2020-01-01 80.769560096701800
2020-02-01 81.692661473108900
2020-03-01 82.254366106627200
2020-04-01 68.024823579829500
2020-05-01 68.695145108549300
2020-06-01 69.625909767726900
2020-07-01 70.592763865432090
2020-08-01 71.550726558617200
2020-09-01 73.337574690104200
2020-10-01 74.111960433297300
2020-11-01 74.935372897867910
2020-12-01 75.380562110288200
2021-01-01 75.138517717227910
2021-02-01 74.359889149635200
2021-03-01 73.912357641460700
2021-04-01 75.637009066624200
2021-05-01 75.303888262236700
2021-06-01 74.192726297821410
2021-07-01 77.275532320976910
2021-08-01 76.924015430136100
2021-09-01 74.733609460821300
2021-10-01 77.819562358823400
2021-11-01 77.977939715753590
2021-12-01 76.426081041118210
2022-01-01 77.404934840392500
2022-02-01 77.785696578635000
2022-03-01 75.407314242759910
2022-04-01 80.013280341630790
2022-05-01 80.001315796939000
2022-06-01 79.413743190970500
2022-07-01 76.324705076611900
2022-08-01 77.564271577062410
2022-09-01 76.795855932365410
2022-10-01 77.075053163124710
2022-11-01 77.948055439806600
2022-12-01 77.413508962473300
2023-01-01 79.830278471299100
2023-02-01 81.849995023576100
2023-03-01 81.190137067798090
2023-04-01 79.850614197908100
2023-05-01 80.811526086367510
2023-06-01 80.251410135384600
2023-07-01 80.775773771188710
2023-08-01 80.948336314287500
2023-09-01 81.175329292721600
2023-10-01 81.835827187193500
2023-11-01 82.222518098687800
2023-12-01 84.137594937801800
2024-01-01 84.404539514173490
2024-02-01 85.065882187238900
2024-03-01 84.476967731037500
2024-04-01 85.674916478223200
2024-05-01 86.690947016316510
2024-06-01 88.419706782942500
2024-07-01 88.047264037162990
2024-08-01 87.579409309349000
2024-09-01 88.956745699844300
2024-10-01 87.908201225481000
2024-11-01 88.192214055919100
2024-12-01 88.321250072196790

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