Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Richmond, VA (MSA)

Title All Employees: Education and Health Services: Health Care and Social Assistance in Richmond, VA (MSA)
Series ID SMU51400606562000001SA
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 2026-04-01
Last Updated 2026-05-26 12:45 PM 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 34.2348876002778
1990-02-01 34.4472308815641
1990-03-01 34.5499867429259
1990-04-01 34.4817281452472
1990-05-01 34.7199295150942
1990-06-01 35.1635829720016
1990-07-01 34.9242543893606
1990-08-01 35.2972875393243
1990-09-01 35.5118505511750
1990-10-01 35.6824908443682
1990-11-01 36.0371762466183
1990-12-01 35.9129668619005
1991-01-01 35.9553753881317
1991-02-01 35.9594970001588
1991-03-01 36.3647304520988
1991-04-01 36.0810958945965
1991-05-01 36.2241730138977
1991-06-01 36.1634406252084
1991-07-01 36.3153675631755
1991-08-01 36.4883992350071
1991-09-01 36.5966565041327
1991-10-01 36.8950671472984
1991-11-01 37.0437129348133
1991-12-01 37.3088898809746
1992-01-01 37.4713828847563
1992-02-01 37.5609589029056
1992-03-01 37.7686253747483
1992-04-01 38.1774542387008
1992-05-01 38.3247374819482
1992-06-01 38.5568023232888
1992-07-01 38.6143748914075
1992-08-01 38.6703611671672
1992-09-01 38.4734882790630
1992-10-01 38.9213357413247
1992-11-01 39.0499309770225
1992-12-01 39.1123666064339
1993-01-01 39.1943158282352
1993-02-01 39.2466094511692
1993-03-01 39.2568853272708
1993-04-01 39.3652814287078
1993-05-01 39.3269079902848
1993-06-01 39.3401991140622
1993-07-01 39.5402272866843
1993-08-01 39.6580005873637
1993-09-01 39.5578902942388
1993-10-01 39.4646377036152
1993-11-01 39.3732722479244
1993-12-01 39.1368748118757
1994-01-01 39.3956540562559
1994-02-01 39.3921964870539
1994-03-01 39.4117335819619
1994-04-01 39.5617651771047
1994-05-01 39.6328924978223
1994-06-01 39.7308022539323
1994-07-01 40.0812498157603
1994-08-01 39.9353022388018
1994-09-01 40.1451115465155
1994-10-01 40.1077858771801
1994-11-01 40.2057796320965
1994-12-01 40.3509153161674
1995-01-01 40.3007813031315
1995-02-01 40.4504576794443
1995-03-01 40.4715994314541
1995-04-01 40.3503372398596
1995-05-01 40.5409842246749
1995-06-01 40.6095956782398
1995-07-01 40.2255084840344
1995-08-01 40.1236189394353
1995-09-01 41.0427045619359
1995-10-01 41.7393953337587
1995-11-01 41.6437743460319
1995-12-01 41.6604032747169
1996-01-01 41.6929997163241
1996-02-01 41.9204251001420
1996-03-01 42.1364569312680
1996-04-01 42.2497500303129
1996-05-01 42.2421627754233
1996-06-01 42.3027992819961
1996-07-01 42.0482327045629
1996-08-01 42.1950636394488
1996-09-01 42.1600770874978
1996-10-01 42.2557400483579
1996-11-01 42.3722066876095
1996-12-01 42.3789293437189
1997-01-01 43.4697437861090
1997-02-01 43.3220731464317
1997-03-01 43.4261056130539
1997-04-01 43.2260222953868
1997-05-01 43.3390865538134
1997-06-01 43.5006690638302
1997-07-01 43.7508909775666
1997-08-01 43.9664410162808
1997-09-01 43.9975512662454
1997-10-01 43.3620686410598
1997-11-01 43.4879480422413
1997-12-01 43.5151751855546
1998-01-01 43.2029116288351
1998-02-01 43.0156152194568
1998-03-01 42.9166968968901
1998-04-01 43.2135422579885
1998-05-01 43.4431255951556
1998-06-01 43.1310381033629
1998-07-01 42.9235458813893
1998-08-01 42.9369395303558
1998-09-01 43.1509182778065
1998-10-01 41.0481919045686
1998-11-01 41.0977595854937
1998-12-01 41.1914866079740
1999-01-01 43.3327448213100
1999-02-01 43.4262710427631
1999-03-01 43.5395284066599
1999-04-01 43.5868613098412
1999-05-01 43.8404049598539
1999-06-01 43.8529431938204
1999-07-01 44.1898023085941
1999-08-01 44.1058817914705
1999-09-01 43.9986090492326
1999-10-01 44.0267564074832
1999-11-01 44.1901469236744
1999-12-01 44.2536390549141
2000-01-01 44.2777496551189
2000-02-01 44.2290727322668
2000-03-01 44.3640922411254
2000-04-01 43.0838244840646
2000-05-01 43.1285711376808
2000-06-01 43.1801280465088
2000-07-01 43.2565941984342
2000-08-01 43.3921533349579
2000-09-01 43.5358560901077
2000-10-01 43.7091910156097
2000-11-01 44.0749782734328
2000-12-01 44.1175024545365
2001-01-01 44.8464981239069
2001-02-01 45.0284372760136
2001-03-01 45.0914780318192
2001-04-01 44.7843682611097
2001-05-01 45.2020548046656
2001-06-01 45.4751221634211
2001-07-01 46.1358634179843
2001-08-01 46.0699392734889
2001-09-01 46.1644516375286
2001-10-01 46.4983143625747
2001-11-01 46.4462481602975
2001-12-01 46.6562085186728
2002-01-01 47.2563529446560
2002-02-01 47.4251618814520
2002-03-01 47.5160229691790
2002-04-01 47.9036080336325
2002-05-01 48.0721912010738
2002-06-01 48.2617028899945
2002-07-01 48.4242859715659
2002-08-01 48.7583931781576
2002-09-01 48.9717160319965
2002-10-01 49.2888953531937
2002-11-01 49.4282760857557
2002-12-01 49.3611138730551
2003-01-01 49.4860455910748
2003-02-01 49.3237908224980
2003-03-01 49.6559178467865
2003-04-01 49.9178309622621
2003-05-01 50.1332369090097
2003-06-01 50.3293772601972
2003-07-01 50.6235946184202
2003-08-01 52.0688243611244
2003-09-01 52.2815377732286
2003-10-01 52.0770751060124
2003-11-01 52.2922456031143
2003-12-01 52.6348512583176
2004-01-01 52.8354896872126
2004-02-01 53.1424331389934
2004-03-01 53.4115964972783
2004-04-01 53.4480508080792
2004-05-01 53.8925290501591
2004-06-01 54.0896716930099
2004-07-01 54.1999996946194
2004-08-01 54.4030170162901
2004-09-01 54.4865178472089
2004-10-01 54.8803037581918
2004-11-01 55.2671278917158
2004-12-01 55.4719781712460
2005-01-01 55.5676587763178
2005-02-01 55.9529692913883
2005-03-01 56.1570805171841
2005-04-01 56.3868800160651
2005-05-01 56.7656656999284
2005-06-01 56.5573369043500
2005-07-01 56.6863635789978
2005-08-01 56.8450714564126
2005-09-01 57.5140087963460
2005-10-01 57.7745202926765
2005-11-01 57.9298399065294
2005-12-01 57.9897418478106
2006-01-01 58.1820009789081
2006-02-01 58.2573108824468
2006-03-01 58.8001269750805
2006-04-01 58.5312960592563
2006-05-01 58.4585117415773
2006-06-01 58.5473390683598
2006-07-01 58.5790160916952
2006-08-01 58.3903190983459
2006-09-01 58.2378650501923
2006-10-01 58.1591464081309
2006-11-01 58.2063412075430
2006-12-01 58.0184960516663
2007-01-01 59.0584822720711
2007-02-01 58.8521463518865
2007-03-01 59.3175206316123
2007-04-01 60.0772316523184
2007-05-01 61.0611573418087
2007-06-01 62.0654011928291
2007-07-01 62.9578676154156
2007-08-01 63.7036804455426
2007-09-01 64.6818734463468
2007-10-01 65.4154983546005
2007-11-01 66.2331256184469
2007-12-01 67.5167393248960
2008-01-01 68.0797910447292
2008-02-01 68.7119408978769
2008-03-01 69.0001779953376
2008-04-01 69.7522614065195
2008-05-01 69.2655366064347
2008-06-01 69.4973839383271
2008-07-01 69.5198077177156
2008-08-01 69.8898707058724
2008-09-01 70.1011147998020
2008-10-01 70.4713151506059
2008-11-01 70.4688371785553
2008-12-01 70.6610440749682
2009-01-01 70.6835939662380
2009-02-01 70.7355554141859
2009-03-01 70.8063916391778
2009-04-01 71.0892546706016
2009-05-01 71.6024346447507
2009-06-01 71.7607444279484
2009-07-01 71.9049660209046
2009-08-01 71.9461173798828
2009-09-01 72.1993021431446
2009-10-01 72.3146910554446
2009-11-01 72.8144145318985
2009-12-01 72.9441338701745
2010-01-01 73.0162175714209
2010-02-01 72.6753348552079
2010-03-01 73.4215252932200
2010-04-01 73.2080467243533
2010-05-01 73.4280389278331
2010-06-01 73.1294615120516
2010-07-01 73.2977770997014
2010-08-01 73.0869702403197
2010-09-01 72.8508533514163
2010-10-01 73.0730922423052
2010-11-01 73.0818521092637
2010-12-01 72.9726618865614
2011-01-01 73.3643858367096
2011-02-01 73.5295318196242
2011-03-01 73.6108520314074
2011-04-01 73.7907335996851
2011-05-01 73.6390489659819
2011-06-01 73.6820420046303
2011-07-01 74.7785830538368
2011-08-01 74.6176123607708
2011-09-01 74.7964527705269
2011-10-01 75.1372947660967
2011-11-01 75.2844209614069
2011-12-01 75.7269579145906
2012-01-01 75.2046155208860
2012-02-01 75.3790753376595
2012-03-01 75.5145832605691
2012-04-01 75.8649518895071
2012-05-01 75.9285281171416
2012-06-01 76.7085587173099
2012-07-01 76.5503004528715
2012-08-01 76.9618508944954
2012-09-01 77.2429700614960
2012-10-01 77.1314368754584
2012-11-01 77.2322047019730
2012-12-01 77.4961552329146
2013-01-01 77.1251731611907
2013-02-01 77.7018032655115
2013-03-01 77.9130874977540
2013-04-01 77.9149811956928
2013-05-01 78.2021438522898
2013-06-01 77.9957008930448
2013-07-01 78.3448804765443
2013-08-01 78.5465663458064
2013-09-01 78.9288951763921
2013-10-01 79.0426121078314
2013-11-01 79.3140759310986
2013-12-01 79.2795386139014
2014-01-01 79.2075288004096
2014-02-01 79.3621348622295
2014-03-01 79.6753787147426
2014-04-01 80.0769119843071
2014-05-01 80.2491415647157
2014-06-01 80.2730282449633
2014-07-01 80.2666452631342
2014-08-01 80.2673022018353
2014-09-01 80.2624902342423
2014-10-01 80.3846904007010
2014-11-01 80.3927185886541
2014-12-01 80.6289919654003
2015-01-01 81.0740814209316
2015-02-01 81.0864577431801
2015-03-01 81.2057819392060
2015-04-01 81.2424936662396
2015-05-01 81.4308647978185
2015-06-01 81.4247685028359
2015-07-01 82.1984928516518
2015-08-01 82.3107879277056
2015-09-01 82.4491608159347
2015-10-01 82.4173336105884
2015-11-01 82.4745765326951
2015-12-01 82.5535393421683
2016-01-01 82.8073256074004
2016-02-01 82.7575502089382
2016-03-01 82.7146006693260
2016-04-01 83.0529045342967
2016-05-01 83.0843536637469
2016-06-01 83.0765450669151
2016-07-01 82.3514028775612
2016-08-01 83.0591773314037
2016-09-01 82.7176039424203
2016-10-01 83.9323134733894
2016-11-01 83.9347880226089
2016-12-01 83.7065035674684
2017-01-01 83.9249551079590
2017-02-01 84.3543587984539
2017-03-01 84.5818255968895
2017-04-01 84.4869579122616
2017-05-01 84.8084637057589
2017-06-01 84.4384185298034
2017-07-01 84.1667578938016
2017-08-01 84.4830421641350
2017-09-01 84.3743904789801
2017-10-01 84.4096369050926
2017-11-01 83.6534519387213
2017-12-01 84.7175897038694
2018-01-01 84.5621684236941
2018-02-01 84.6931917676569
2018-03-01 84.8643787923520
2018-04-01 84.9595353430381
2018-05-01 84.8450847965595
2018-06-01 85.3580069154603
2018-07-01 85.4527927517846
2018-08-01 85.4803954151623
2018-09-01 85.4909986193875
2018-10-01 85.6622792471668
2018-11-01 85.6974182732231
2018-12-01 85.6280514417686
2019-01-01 86.9352500984900
2019-02-01 87.6074852932454
2019-03-01 87.7256685481982
2019-04-01 87.4140101425595
2019-05-01 87.3607519950172
2019-06-01 87.7227886018885
2019-07-01 87.2765518437030
2019-08-01 87.4461927580762
2019-09-01 87.9073601163295
2019-10-01 87.7082725484232
2019-11-01 87.6973257262953
2019-12-01 88.2004532132549
2020-01-01 88.4259278366576
2020-02-01 88.2283664744237
2020-03-01 87.9864459115602
2020-04-01 77.8127086412267
2020-05-01 79.5706383563050
2020-06-01 80.6185902230535
2020-07-01 81.8265035913511
2020-08-01 82.4595079169127
2020-09-01 82.7584255600051
2020-10-01 83.6882323644795
2020-11-01 84.9097920243138
2020-12-01 84.6555106925080
2021-01-01 83.8070938004871
2021-02-01 83.8620335571545
2021-03-01 84.3452727070362
2021-04-01 84.0336667500068
2021-05-01 83.7500755666049
2021-06-01 83.7136679339007
2021-07-01 84.3215028733220
2021-08-01 83.6700316645757
2021-09-01 82.6255170830132
2021-10-01 83.7722592263414
2021-11-01 84.1391045123013
2021-12-01 83.6350608914878
2022-01-01 83.9281038006319
2022-02-01 84.4162859816234
2022-03-01 83.9560117801861
2022-04-01 85.1224911320401
2022-05-01 85.3596795439054
2022-06-01 85.1729755500540
2022-07-01 85.4601561105005
2022-08-01 85.9198676431090
2022-09-01 85.8766999083627
2022-10-01 86.0743246144762
2022-11-01 86.7981372179703
2022-12-01 86.7970548473069
2023-01-01 87.5517637719966
2023-02-01 88.4901787148594
2023-03-01 88.0820231736229
2023-04-01 88.5021768572899
2023-05-01 88.9634826802894
2023-06-01 88.9816148238085
2023-07-01 89.3014265489244
2023-08-01 89.4616167764358
2023-09-01 90.0470776882733
2023-10-01 90.2974217703645
2023-11-01 90.1976965017963
2023-12-01 90.6362214525817
2024-01-01 90.8644958459266
2024-02-01 91.1378336851809
2024-03-01 91.4836278938517
2024-04-01 91.4006005052892
2024-05-01 91.4804403083003
2024-06-01 91.8371702817674
2024-07-01 92.2870190061923
2024-08-01 92.2236541716646
2024-09-01 92.5995067131816
2024-10-01 92.6194981428240
2024-11-01 92.6418080153572
2024-12-01 92.7258707064247
2025-01-01 92.8536180352845
2025-02-01 92.7876691921077
2025-03-01 93.3947247198732
2025-04-01 93.5091388372220
2025-05-01 93.7435225551940
2025-06-01 94.6825205038752
2025-07-01 92.9795201907798
2025-08-01 93.5515543568198
2025-09-01 93.7841863822341
2025-10-01 93.1342860442536
2025-11-01 93.9786896656573
2025-12-01 94.3809640601097
2026-01-01 94.3555275920716
2026-02-01 94.1388454230994
2026-03-01 94.0897162794105
2026-04-01 94.3208677380829

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