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 2026-06-01
Last Updated 2026-07-22 9:38 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. 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 23.7675495531760
1990-02-01 23.9260110262173
1990-03-01 24.1356810273880
1990-04-01 24.2282243460841
1990-05-01 24.4267269124229
1990-06-01 24.6765422985425
1990-07-01 25.0685332527763
1990-08-01 25.3325359705427
1990-09-01 25.4942732319398
1990-10-01 25.7314325586423
1990-11-01 25.9004428526557
1990-12-01 26.0160221284302
1991-01-01 24.9828934129141
1991-02-01 25.1273597184537
1991-03-01 25.3410237487599
1991-04-01 25.4185820844546
1991-05-01 25.6085769912174
1991-06-01 25.4673000967373
1991-07-01 25.0633031064523
1991-08-01 25.4254559487407
1991-09-01 25.4727518027798
1991-10-01 25.5412925005553
1991-11-01 25.5077536822838
1991-12-01 25.7134239937548
1992-01-01 26.1010959199448
1992-02-01 26.2339824463387
1992-03-01 26.3584660488282
1992-04-01 26.3142483069609
1992-05-01 26.2984497835248
1992-06-01 26.0372347919823
1992-07-01 25.9825979446254
1992-08-01 25.8174402098360
1992-09-01 25.6332131997987
1992-10-01 25.7541334432929
1992-11-01 25.7291726548479
1992-12-01 25.7050999901580
1993-01-01 25.7312410534808
1993-02-01 25.6416552437831
1993-03-01 25.5959261097393
1993-04-01 25.5190783006917
1993-05-01 25.5003139440082
1993-06-01 25.7202883767989
1993-07-01 25.6714634657416
1993-08-01 25.7889298992404
1993-09-01 25.9953083611948
1993-10-01 25.8668799778671
1993-11-01 26.0368906472095
1993-12-01 26.2896721779319
1994-01-01 25.9635100378073
1994-02-01 25.9582989270366
1994-03-01 26.2210862048972
1994-04-01 26.6308173183699
1994-05-01 26.9001262988986
1994-06-01 26.8801217089325
1994-07-01 27.3963523544100
1994-08-01 27.3836080333597
1994-09-01 27.5497501138658
1994-10-01 27.3645440770381
1994-11-01 27.8283813516855
1994-12-01 27.9574031344210
1995-01-01 28.4408740273733
1995-02-01 28.3793434583677
1995-03-01 28.5507354424126
1995-04-01 28.4369956380539
1995-05-01 28.3839953352505
1995-06-01 28.6467174873809
1995-07-01 28.3877387218304
1995-08-01 28.4640270668020
1995-09-01 28.5318024705070
1995-10-01 28.4527360007722
1995-11-01 28.3110517051850
1995-12-01 28.4381560411131
1996-01-01 28.2805636043679
1996-02-01 28.6108430026097
1996-03-01 28.5910612994742
1996-04-01 28.7583464235177
1996-05-01 28.7974530375500
1996-06-01 28.7164071351801
1996-07-01 28.7603579244249
1996-08-01 28.9308158192701
1996-09-01 29.0358767911430
1996-10-01 29.0285417781787
1996-11-01 29.2962173994209
1996-12-01 29.3120049920182
1997-01-01 29.5498798957076
1997-02-01 29.4388742885340
1997-03-01 29.7293390593403
1997-04-01 29.6472533362046
1997-05-01 29.8854885647941
1997-06-01 30.1862983824523
1997-07-01 30.7592776827032
1997-08-01 31.1369337547301
1997-09-01 30.6797861791694
1997-10-01 31.0962591552020
1997-11-01 31.1614145756648
1997-12-01 31.2765210439815
1998-01-01 31.2002184540592
1998-02-01 31.4781659590194
1998-03-01 31.4676477738498
1998-04-01 31.7284730689601
1998-05-01 32.0731548888144
1998-06-01 32.1398326236355
1998-07-01 32.1393103358368
1998-08-01 32.2127553063532
1998-09-01 32.9318343718093
1998-10-01 32.6714218760297
1998-11-01 32.9389450382388
1998-12-01 33.0433076004024
1999-01-01 33.8797881775071
1999-02-01 33.9265308647152
1999-03-01 34.1231217906331
1999-04-01 34.2717003791506
1999-05-01 34.3266782003912
1999-06-01 33.9908991327907
1999-07-01 34.7438869167594
1999-08-01 34.9078334388278
1999-09-01 34.9794696196760
1999-10-01 35.1760472324411
1999-11-01 35.2345926401799
1999-12-01 35.3475684396334
2000-01-01 35.0915666586214
2000-02-01 34.8712860067976
2000-03-01 35.4636740350223
2000-04-01 35.5150231442075
2000-05-01 35.3908239229319
2000-06-01 35.5267868668533
2000-07-01 36.0424915459324
2000-08-01 35.7697705905137
2000-09-01 35.8040792805367
2000-10-01 36.2163495564103
2000-11-01 36.3676243293559
2000-12-01 36.4899498454589
2001-01-01 36.1887745532200
2001-02-01 36.5098687733301
2001-03-01 36.4739055214518
2001-04-01 36.7414381975915
2001-05-01 37.0235477979499
2001-06-01 37.1782562202429
2001-07-01 37.2657413850631
2001-08-01 37.4722693855166
2001-09-01 37.5185877883276
2001-10-01 37.6682212416042
2001-11-01 37.6811884748243
2001-12-01 37.9453416783944
2002-01-01 38.1627830819544
2002-02-01 38.2377538818139
2002-03-01 38.3735984289478
2002-04-01 38.4984520794593
2002-05-01 38.4420454300818
2002-06-01 38.5530865160047
2002-07-01 38.5904531731596
2002-08-01 38.7963959606110
2002-09-01 38.7212449000619
2002-10-01 38.4158793691834
2002-11-01 38.4943651721028
2002-12-01 38.3964624890162
2003-01-01 38.6155158810048
2003-02-01 38.5338023840921
2003-03-01 38.6427245915977
2003-04-01 38.9037831296033
2003-05-01 39.2739813486432
2003-06-01 39.1529122389629
2003-07-01 39.0101093184612
2003-08-01 39.0286810545679
2003-09-01 39.0130911438784
2003-10-01 38.9560748596507
2003-11-01 39.1036711867642
2003-12-01 39.2265427270010
2004-01-01 39.6536874997204
2004-02-01 39.7204548178031
2004-03-01 40.0104158575709
2004-04-01 40.1421198849958
2004-05-01 40.2385735496210
2004-06-01 40.1532520142587
2004-07-01 40.3237492077363
2004-08-01 40.4650818828075
2004-09-01 40.4172867085728
2004-10-01 41.3758930409970
2004-11-01 41.6066836367870
2004-12-01 41.9295317593031
2005-01-01 41.5064798884582
2005-02-01 41.8032764971008
2005-03-01 41.7756498502887
2005-04-01 41.9894715627616
2005-05-01 42.4264856508359
2005-06-01 42.2593418825169
2005-07-01 42.8414827740206
2005-08-01 42.9940465984478
2005-09-01 44.0459605905870
2005-10-01 43.7396083722245
2005-11-01 44.1024794784933
2005-12-01 44.3064279376569
2006-01-01 44.2694365495479
2006-02-01 44.6056749323752
2006-03-01 45.0028396724903
2006-04-01 44.7595547232025
2006-05-01 44.9117132699774
2006-06-01 45.2652330734638
2006-07-01 45.1081162860153
2006-08-01 45.2845926847494
2006-09-01 45.8660344205786
2006-10-01 45.3764434161652
2006-11-01 45.6256595661309
2006-12-01 46.1828419518596
2007-01-01 46.7386197387978
2007-02-01 46.9247121602413
2007-03-01 47.4661133284647
2007-04-01 47.6016456761033
2007-05-01 47.8050116612647
2007-06-01 48.4964480470335
2007-07-01 49.1655400022989
2007-08-01 49.1579431837034
2007-09-01 49.2947657596250
2007-10-01 49.4839975562262
2007-11-01 49.9465918806636
2007-12-01 50.1750999705379
2008-01-01 50.6150514543889
2008-02-01 51.1780617781985
2008-03-01 51.3568415590418
2008-04-01 51.8971808424058
2008-05-01 52.1816601914323
2008-06-01 52.6538086916101
2008-07-01 52.8692900661213
2008-08-01 53.5257822173704
2008-09-01 53.7288579125666
2008-10-01 54.4120724354309
2008-11-01 54.4542064355191
2008-12-01 54.7624582761340
2009-01-01 55.1253629919449
2009-02-01 55.1262400530456
2009-03-01 55.4198504366060
2009-04-01 55.7497537571682
2009-05-01 56.8673462202435
2009-06-01 57.0356852651589
2009-07-01 57.6256063547517
2009-08-01 57.7834788993131
2009-09-01 58.4970411479330
2009-10-01 58.8406140149213
2009-11-01 58.9005120680277
2009-12-01 59.4410271501047
2010-01-01 59.7542351272022
2010-02-01 59.3729890461759
2010-03-01 60.0396975325881
2010-04-01 60.8343516691936
2010-05-01 60.8426570533158
2010-06-01 60.7445113103316
2010-07-01 61.4152443658444
2010-08-01 61.3216371483960
2010-09-01 61.5237805402888
2010-10-01 62.1497033393456
2010-11-01 62.2182065446142
2010-12-01 62.2073950265062
2011-01-01 62.6656586787868
2011-02-01 63.2171080486290
2011-03-01 63.5177514012308
2011-04-01 64.1622654573424
2011-05-01 63.9300425198387
2011-06-01 64.1187221577969
2011-07-01 64.9721322956802
2011-08-01 64.5904700450628
2011-09-01 65.7585874105944
2011-10-01 64.6986554727447
2011-11-01 65.2802955962102
2011-12-01 65.7972881207478
2012-01-01 65.3038793596847
2012-02-01 65.7421130163576
2012-03-01 66.1881193524702
2012-04-01 66.0465165079850
2012-05-01 66.0277599251536
2012-06-01 66.8919629608680
2012-07-01 66.3558852822602
2012-08-01 67.2439174707522
2012-09-01 67.1625860148171
2012-10-01 67.8692805046475
2012-11-01 68.5841292873521
2012-12-01 68.4878512362463
2013-01-01 68.6377374220936
2013-02-01 69.0766490885960
2013-03-01 69.5153424876887
2013-04-01 69.0386907649280
2013-05-01 69.4974340959088
2013-06-01 69.2484232204803
2013-07-01 69.0321366355092
2013-08-01 69.9204069455423
2013-09-01 70.3351258031238
2013-10-01 69.8824494994843
2013-11-01 71.1820566654816
2013-12-01 70.4865747952400
2014-01-01 71.1640232340082
2014-02-01 70.8651166919963
2014-03-01 71.1035595697145
2014-04-01 71.4967456598016
2014-05-01 71.9485092901316
2014-06-01 72.0439767287621
2014-07-01 71.9776932541157
2014-08-01 73.0874054273467
2014-09-01 73.0267486172706
2014-10-01 72.9534443989205
2014-11-01 72.5149966438583
2014-12-01 72.2758765491404
2015-01-01 74.4906831684845
2015-02-01 74.4697153502556
2015-03-01 74.3969640996779
2015-04-01 75.1723134848114
2015-05-01 75.7030275939436
2015-06-01 75.6859843971768
2015-07-01 77.2932138159600
2015-08-01 77.0438894188972
2015-09-01 77.3607692744901
2015-10-01 77.9343663023021
2015-11-01 78.1288574391105
2015-12-01 77.9338323084121
2016-01-01 77.8060884536186
2016-02-01 78.1116851300635
2016-03-01 78.0859595918226
2016-04-01 80.8483342533069
2016-05-01 79.9299516113891
2016-06-01 80.7634298779661
2016-07-01 76.6816869602368
2016-08-01 79.4864604746027
2016-09-01 75.2758477263811
2016-10-01 77.2768376107353
2016-11-01 79.0999199370016
2016-12-01 76.7448446164265
2017-01-01 79.9616669827261
2017-02-01 80.3813113251285
2017-03-01 80.6736410787865
2017-04-01 78.9555444003478
2017-05-01 80.7430397035582
2017-06-01 78.4851840878256
2017-07-01 79.9158628181778
2017-08-01 79.4383173043012
2017-09-01 77.9269391552123
2017-10-01 79.4488302989007
2017-11-01 77.6278260642895
2017-12-01 80.0038481147720
2018-01-01 81.2794861936793
2018-02-01 80.6984778640853
2018-03-01 81.0055679769472
2018-04-01 81.8958288530061
2018-05-01 80.5272363242093
2018-06-01 81.7400386030319
2018-07-01 81.4464527395317
2018-08-01 79.6931188317958
2018-09-01 81.6104107997079
2018-10-01 81.7995514123139
2018-11-01 82.0977259705578
2018-12-01 82.1127452327995
2019-01-01 81.5727492291190
2019-02-01 82.7651835198275
2019-03-01 83.2090965581419
2019-04-01 82.1541678314564
2019-05-01 82.0476843982414
2019-06-01 83.2511272659279
2019-07-01 81.7900220831088
2019-08-01 81.9748293850218
2019-09-01 84.1891801001374
2019-10-01 81.7895877179289
2019-11-01 81.2221218489078
2019-12-01 83.6313833500119
2020-01-01 80.7662071729934
2020-02-01 81.6251378559818
2020-03-01 81.8558377480620
2020-04-01 68.0192767965057
2020-05-01 68.5276870431097
2020-06-01 69.5341712816209
2020-07-01 70.6980197035627
2020-08-01 71.7460425876210
2020-09-01 73.6001444078077
2020-10-01 74.2457805840133
2020-11-01 75.0893100559853
2020-12-01 75.2905403868179
2021-01-01 75.1606446987239
2021-02-01 74.3721597895769
2021-03-01 73.4528412361754
2021-04-01 75.4573308049460
2021-05-01 75.1462264147383
2021-06-01 73.9851858340263
2021-07-01 77.4610540306172
2021-08-01 77.2375906709523
2021-09-01 74.9966911189281
2021-10-01 78.0874656978469
2021-11-01 78.1514547636106
2021-12-01 76.3263543288828
2022-01-01 77.3969579450402
2022-02-01 77.8656292321263
2022-03-01 74.7705394328538
2022-04-01 79.7331281912482
2022-05-01 79.8418678057527
2022-06-01 79.1101589134815
2022-07-01 76.6055313337009
2022-08-01 77.9426153075869
2022-09-01 77.0713755100826
2022-10-01 77.5234650091284
2022-11-01 78.2125800315021
2022-12-01 77.2149953858573
2023-01-01 79.7559835994235
2023-02-01 81.9175198726584
2023-03-01 80.2538749349245
2023-04-01 79.7331285849487
2023-05-01 81.0260544526968
2023-06-01 80.2491247777163
2023-07-01 81.3553303633730
2023-08-01 81.5473822793100
2023-09-01 81.4626908939654
2023-10-01 81.6774733734415
2023-11-01 80.5784592789593
2023-12-01 83.2935816994119
2024-01-01 82.5892271555445
2024-02-01 83.1428907579714
2024-03-01 83.0404555215779
2024-04-01 83.0432278010933
2024-05-01 81.7292087609523
2024-06-01 83.3580545868301
2024-07-01 84.5511635487161
2024-08-01 83.8656841213618
2024-09-01 85.0143138761251
2024-10-01 83.8475594353808
2024-11-01 84.2713165371661
2024-12-01 85.9701923394222
2025-01-01 83.9903383386489
2025-02-01 83.4981442653830
2025-03-01 84.3183944390510
2025-04-01 85.1194164292895
2025-05-01 85.2864903905150
2025-06-01 86.0305103183996
2025-07-01 84.4407218301599
2025-08-01 84.9912440031741
2025-09-01 85.2626950934093
2025-10-01 85.0496920307504
2025-11-01 85.7199735961348
2025-12-01 86.4787963955166
2026-01-01 87.1314893171309
2026-02-01 83.6911947485732
2026-03-01 83.3549326550478
2026-04-01 82.1741111767114
2026-05-01 82.2928202726333
2026-06-01 82.4113851505822

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