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 2026-09-01
Last Updated 2026-10-20 10:46 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 23.7847367682
1990-02-01 23.9017219696
1990-03-01 24.0589425895
1990-04-01 24.1655076966
1990-05-01 24.3909098582
1990-06-01 24.6608918427
1990-07-01 25.0746214826
1990-08-01 25.3660579168
1990-09-01 25.4984871734
1990-10-01 25.7995361105
1990-11-01 25.9738979685
1990-12-01 26.0428666976
1991-01-01 24.9951426363
1991-02-01 25.1009306316
1991-03-01 25.2649122741
1991-04-01 25.3577867677
1991-05-01 25.5748274545
1991-06-01 25.4531735767
1991-07-01 25.0739332700
1991-08-01 25.4545247562
1991-09-01 25.4750568456
1991-10-01 25.6004557008
1991-11-01 25.5683595538
1991-12-01 25.7399181392
1992-01-01 26.1093346855
1992-02-01 26.2097406749
1992-03-01 26.2890975929
1992-04-01 26.2626111856
1992-05-01 26.2727945509
1992-06-01 26.0311793123
1992-07-01 25.9983548145
1992-08-01 25.8407539423
1992-09-01 25.6289865408
1992-10-01 25.7950558150
1992-11-01 25.7658827468
1992-12-01 25.7322982983
1993-01-01 25.7307744806
1993-02-01 25.6263004131
1993-03-01 25.5519543358
1993-04-01 25.4869704388
1993-05-01 25.4837957895
1993-06-01 25.7204846067
1993-07-01 25.6888642146
1993-08-01 25.8016952835
1993-09-01 25.9799294091
1993-10-01 25.8917447812
1993-11-01 26.0539011531
1993-12-01 26.3149340211
1994-01-01 25.9612405285
1994-02-01 25.9526342555
1994-03-01 26.1962630853
1994-04-01 26.6106462842
1994-05-01 26.8877797451
1994-06-01 26.8865833956
1994-07-01 27.4138401739
1994-08-01 27.3901108604
1994-09-01 27.5303446068
1994-10-01 27.3766411032
1994-11-01 27.8298456778
1994-12-01 27.9819593052
1995-01-01 28.4312551513
1995-02-01 28.3771755096
1995-03-01 28.5416198775
1995-04-01 28.4281000351
1995-05-01 28.3764805689
1995-06-01 28.6566021905
1995-07-01 28.4048016240
1995-08-01 28.4625408660
1995-09-01 28.5117602881
1995-10-01 28.4593037328
1995-11-01 28.3090646425
1995-12-01 28.4511218051
1996-01-01 28.2738601542
1996-02-01 28.6132591375
1996-03-01 28.5865389487
1996-04-01 28.7523551055
1996-05-01 28.7923875765
1996-06-01 28.7304465542
1996-07-01 28.7731522696
1996-08-01 28.9281838441
1996-09-01 29.0227765214
1996-10-01 29.0316573434
1996-11-01 29.2927618748
1996-12-01 29.3109274144
1997-01-01 29.5429709267
1997-02-01 29.4427206690
1997-03-01 29.7300418218
1997-04-01 29.6473038129
1997-05-01 29.8859149231
1997-06-01 30.2003965153
1997-07-01 30.7666941935
1997-08-01 31.1308089962
1997-09-01 30.6654486954
1997-10-01 31.0986679073
1997-11-01 31.1629925775
1997-12-01 31.2687948362
1998-01-01 31.1965591235
1998-02-01 31.4847111120
1998-03-01 31.4690944134
1998-04-01 31.7273183335
1998-05-01 32.0732488611
1998-06-01 32.1525126513
1998-07-01 32.1431081072
1998-08-01 32.2079333543
1998-09-01 32.9187213821
1998-10-01 32.6753043325
1998-11-01 32.9456332730
1998-12-01 33.0373939743
1999-01-01 33.8717641931
1999-02-01 33.9285050791
1999-03-01 34.1224166734
1999-04-01 34.2721113335
1999-05-01 34.3302794198
1999-06-01 34.0005663911
1999-07-01 34.7495484274
1999-08-01 34.9026805517
1999-09-01 34.9694776763
1999-10-01 35.1773414494
1999-11-01 35.2412652820
1999-12-01 35.3431899904
2000-01-01 35.0821044448
2000-02-01 34.8742804671
2000-03-01 35.4624909647
2000-04-01 35.5137900237
2000-05-01 35.3912748001
2000-06-01 35.5368036326
2000-07-01 36.0508798527
2000-08-01 35.7691211006
2000-09-01 35.7992168288
2000-10-01 36.2138734403
2000-11-01 36.3681703708
2000-12-01 36.4832928255
2001-01-01 36.1785843165
2001-02-01 36.5139685527
2001-03-01 36.4772334897
2001-04-01 36.7446326038
2001-05-01 37.0235145612
2001-06-01 37.1838411111
2001-07-01 37.2701726602
2001-08-01 37.4712325640
2001-09-01 37.5188311342
2001-10-01 37.6653721078
2001-11-01 37.6793356092
2001-12-01 37.9405868347
2002-01-01 38.1545429236
2002-02-01 38.2408040504
2002-03-01 38.3770194297
2002-04-01 38.5032949300
2002-05-01 38.4416782958
2002-06-01 38.5525972287
2002-07-01 38.5939266224
2002-08-01 38.7971903165
2002-09-01 38.7222491839
2002-10-01 38.4164237529
2002-11-01 38.4903164018
2002-12-01 38.3915216961
2003-01-01 38.6094645315
2003-02-01 38.5338706022
2003-03-01 38.6512361693
2003-04-01 38.9111672824
2003-05-01 39.2751284423
2003-06-01 39.1446400603
2003-07-01 39.0111103039
2003-08-01 39.0292084314
2003-09-01 39.0150728572
2003-10-01 38.9578015749
2003-11-01 39.0976601802
2003-12-01 39.2195443329
2004-01-01 39.6518667828
2004-02-01 39.7216771009
2004-03-01 40.0240726920
2004-04-01 40.1486468125
2004-05-01 40.2382204001
2004-06-01 40.1414590242
2004-07-01 40.3254130231
2004-08-01 40.4678409023
2004-09-01 40.4188471866
2004-10-01 41.3752271001
2004-11-01 41.5957472059
2004-12-01 41.9181116436
2005-01-01 41.5083340040
2005-02-01 41.8092372947
2005-03-01 41.7992514213
2005-04-01 41.9966511655
2005-05-01 42.4235367333
2005-06-01 42.2420463845
2005-07-01 42.8378055036
2005-08-01 42.9950740423
2005-09-01 44.0487212380
2005-10-01 43.7404220938
2005-11-01 44.0945755008
2005-12-01 44.2989407872
2006-01-01 44.2735195839
2006-02-01 44.6096484746
2006-03-01 45.0231852349
2006-04-01 44.7634087351
2006-05-01 44.9085869432
2006-06-01 45.2486734990
2006-07-01 45.1059978432
2006-08-01 45.2868942495
2006-09-01 45.8670753151
2006-10-01 45.3761537591
2006-11-01 45.6207139982
2006-12-01 46.1791838814
2007-01-01 46.7427308538
2007-02-01 46.9266060197
2007-03-01 47.4835534932
2007-04-01 47.6023725603
2007-05-01 47.8008356332
2007-06-01 48.4837078845
2007-07-01 49.1634861429
2007-08-01 49.1616158722
2007-09-01 49.2971333177
2007-10-01 49.4829661107
2007-11-01 49.9434871258
2007-12-01 50.1731502647
2008-01-01 50.6175806318
2008-02-01 51.1779952912
2008-03-01 51.3656944067
2008-04-01 51.8959005044
2008-05-01 52.1767394611
2008-06-01 52.6509826856
2008-07-01 52.8717265345
2008-08-01 53.5324745496
2008-09-01 53.7311038494
2008-10-01 54.4062960719
2008-11-01 54.4482911456
2008-12-01 54.7620619576
2009-01-01 55.1234856111
2009-02-01 55.1260010220
2009-03-01 55.4252694105
2009-04-01 55.7526845391
2009-05-01 56.8656942265
2009-06-01 57.0383251744
2009-07-01 57.6233067880
2009-08-01 57.7842237386
2009-09-01 58.5003589117
2009-10-01 58.8381213195
2009-11-01 58.8980513638
2009-12-01 59.4450001724
2010-01-01 59.7466955503
2010-02-01 59.3678383004
2010-03-01 60.0395659732
2010-04-01 60.8424441554
2010-05-01 60.8448073608
2010-06-01 60.7457351746
2010-07-01 61.4161828819
2010-08-01 61.3185449548
2010-09-01 61.5281989980
2010-10-01 62.1549835436
2010-11-01 62.2013681240
2010-12-01 62.2204646386
2011-01-01 62.6561158692
2011-02-01 63.2079673648
2011-03-01 63.5183868927
2011-04-01 64.1733382066
2011-05-01 63.9332401198
2011-06-01 64.1155969822
2011-07-01 64.9786492780
2011-08-01 64.5892707947
2011-09-01 65.7662911263
2011-10-01 64.7065504838
2011-11-01 65.2296997045
2011-12-01 65.8279018901
2012-01-01 65.3051362260
2012-02-01 65.7433566106
2012-03-01 66.1914926121
2012-04-01 66.0452492911
2012-05-01 66.0100192527
2012-06-01 66.8715932473
2012-07-01 66.3903694011
2012-08-01 67.2464373978
2012-09-01 67.1760220123
2012-10-01 67.8844511669
2012-11-01 68.5044388267
2012-12-01 68.5467221471
2013-01-01 68.6562636919
2013-02-01 69.0865259635
2013-03-01 69.5174222608
2013-04-01 68.9784717846
2013-05-01 69.4728992839
2013-06-01 69.2198162134
2013-07-01 69.0896559867
2013-08-01 69.9189000566
2013-09-01 70.3480966563
2013-10-01 69.9154743477
2013-11-01 71.0886754506
2013-12-01 70.5847899669
2014-01-01 71.2072627078
2014-02-01 70.9043892406
2014-03-01 71.1403021465
2014-04-01 71.2748404269
2014-05-01 71.9310427155
2014-06-01 71.9554904652
2014-07-01 72.0937388819
2014-08-01 73.1079130889
2014-09-01 73.0174874466
2014-10-01 73.0367042688
2014-11-01 72.4146345985
2014-12-01 72.4190417652
2015-01-01 74.5631067987
2015-02-01 74.5368533853
2015-03-01 74.4613231311
2015-04-01 74.7644829464
2015-05-01 75.6919723688
2015-06-01 75.5369045061
2015-07-01 77.4502775617
2015-08-01 77.0727995256
2015-09-01 77.3569949546
2015-10-01 78.0939762515
2015-11-01 78.0409928318
2015-12-01 78.1193711901
2016-01-01 77.8972496680
2016-02-01 78.2031484300
2016-03-01 78.1735403752
2016-04-01 80.2629851802
2016-05-01 79.8931533274
2016-06-01 80.5128614879
2016-07-01 76.8543524133
2016-08-01 79.5169304572
2016-09-01 75.3323406366
2016-10-01 77.5173866136
2016-11-01 79.1163093273
2016-12-01 76.9196157080
2017-01-01 80.0125032103
2017-02-01 80.4487944214
2017-03-01 80.7382032987
2017-04-01 78.3501203734
2017-05-01 80.6757733921
2017-06-01 78.2144965570
2017-07-01 80.0232622325
2017-08-01 79.3762816758
2017-09-01 78.1495193004
2017-10-01 79.7921425864
2017-11-01 77.7752907852
2017-12-01 80.1569945551
2018-01-01 81.2629821024
2018-02-01 80.7202409568
2018-03-01 81.0221833686
2018-04-01 81.2913278102
2018-05-01 80.4187580604
2018-06-01 81.4365500710
2018-07-01 81.5087752727
2018-08-01 79.5373127970
2018-09-01 82.0335723842
2018-10-01 82.2431629341
2018-11-01 82.3701958923
2018-12-01 82.1766289955
2019-01-01 81.4483770468
2019-02-01 82.6927330658
2019-03-01 83.1579667419
2019-04-01 81.7206928435
2019-05-01 81.9444557107
2019-06-01 83.0813532979
2019-07-01 81.7395003903
2019-08-01 81.6427040956
2019-09-01 84.7682897967
2019-10-01 82.2641662285
2019-11-01 81.5524268956
2019-12-01 83.5650829164
2020-01-01 80.6150798924
2020-02-01 81.4520625055
2020-03-01 81.7732648921
2020-04-01 67.8303599794
2020-05-01 68.4661898257
2020-06-01 69.5221382933
2020-07-01 70.6063697901
2020-08-01 71.3735228645
2020-09-01 74.1084197751
2020-10-01 74.6202176279
2020-11-01 75.4218495696
2020-12-01 75.1027075126
2021-01-01 75.0111767829
2021-02-01 74.1542181257
2021-03-01 73.4015564642
2021-04-01 75.4223112270
2021-05-01 75.1299293701
2021-06-01 74.1373862899
2021-07-01 77.3036476229
2021-08-01 76.7814616102
2021-09-01 75.4234590417
2021-10-01 78.3859416065
2021-11-01 78.4531590279
2021-12-01 76.0752341093
2022-01-01 77.3066077553
2022-02-01 77.6225780199
2022-03-01 74.7649056454
2022-04-01 79.7655314899
2022-05-01 79.8711555033
2022-06-01 79.3465745181
2022-07-01 76.4913821396
2022-08-01 77.5704032466
2022-09-01 77.3265742833
2022-10-01 77.6974939750
2022-11-01 78.4134823881
2022-12-01 76.9555151130
2023-01-01 79.7249035519
2023-02-01 81.7063930238
2023-03-01 80.3014372660
2023-04-01 79.8051414274
2023-05-01 81.0659432193
2023-06-01 80.5145156091
2023-07-01 81.2489050278
2023-08-01 81.2926036789
2023-09-01 81.5482295792
2023-10-01 81.7679961049
2023-11-01 80.7041149222
2023-12-01 83.0634517196
2024-01-01 82.6306688244
2024-02-01 82.9664951765
2024-03-01 83.0935616401
2024-04-01 83.1019225367
2024-05-01 81.7436043621
2024-06-01 83.5701391530
2024-07-01 84.4907545366
2024-08-01 83.7914009232
2024-09-01 85.0123708439
2024-10-01 83.8589584288
2024-11-01 84.3622276275
2024-12-01 85.8135470862
2025-01-01 84.0286225010
2025-02-01 83.3849438600
2025-03-01 84.3505230766
2025-04-01 85.1248560187
2025-05-01 85.2331093377
2025-06-01 86.1510650425
2025-07-01 84.4126743126
2025-08-01 85.0636282186
2025-09-01 85.2835062976
2025-10-01 85.0556128838
2025-11-01 85.8053899033
2025-12-01 86.4081080536
2026-01-01 87.1281128901
2026-02-01 83.5906932778
2026-03-01 83.3105864012
2026-04-01 82.1081407144
2026-05-01 82.1952426169
2026-06-01 82.3599107463
2026-07-01 82.2068350833
2026-08-01 82.3816748224
2026-09-01 82.8053761217

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