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 2026-05-01
Last Updated 2026-06-24 9:46 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 34.2342954595336
1990-02-01 34.4465594006380
1990-03-01 34.5290043716447
1990-04-01 34.4805997773431
1990-05-01 34.7112796548851
1990-06-01 35.1750545545779
1990-07-01 34.9233735552160
1990-08-01 35.2966576968895
1990-09-01 35.5294231061917
1990-10-01 35.6868843046657
1990-11-01 36.0456336224732
1990-12-01 35.9049443549589
1991-01-01 35.9568900141335
1991-02-01 35.9591122993543
1991-03-01 36.3436969193304
1991-04-01 36.0773296901871
1991-05-01 36.2130742204271
1991-06-01 36.1716625386213
1991-07-01 36.3152293498632
1991-08-01 36.4891904664390
1991-09-01 36.6152250898649
1991-10-01 36.9020694380416
1991-11-01 37.0545041594794
1991-12-01 37.2998944691930
1992-01-01 37.4759828871956
1992-02-01 37.5622264375483
1992-03-01 37.7486632232795
1992-04-01 38.1682039220007
1992-05-01 38.3052338937985
1992-06-01 38.5606726804056
1992-07-01 38.6124093751070
1992-08-01 38.6767797576239
1992-09-01 38.5032196832518
1992-10-01 38.9261475213399
1992-11-01 39.0629473339506
1992-12-01 39.1002895783297
1993-01-01 39.2007132494719
1993-02-01 39.2494801233300
1993-03-01 39.2388625154478
1993-04-01 39.3511487788700
1993-05-01 39.3010953988672
1993-06-01 39.3454953861128
1993-07-01 39.5281217913258
1993-08-01 39.6776954015309
1993-09-01 39.6027647654667
1993-10-01 39.4627604233775
1993-11-01 39.3752738685377
1993-12-01 39.1220864615745
1994-01-01 39.3935924865107
1994-02-01 39.4059385597980
1994-03-01 39.4011591917030
1994-04-01 39.5439200522099
1994-05-01 39.6023357380743
1994-06-01 39.7408368335667
1994-07-01 40.0597280115963
1994-08-01 39.9736471893095
1994-09-01 40.2177313044213
1994-10-01 40.0911124947501
1994-11-01 40.1782787266261
1994-12-01 40.3260548625336
1995-01-01 40.2874311058902
1995-02-01 40.4781137524645
1995-03-01 40.4613477895102
1995-04-01 40.3414425306315
1995-05-01 40.5140950359880
1995-06-01 40.6334116021408
1995-07-01 40.1977436335047
1995-08-01 40.1807636216859
1995-09-01 41.1348886743504
1995-10-01 41.7041962387843
1995-11-01 41.5741654586199
1995-12-01 41.6215216424632
1996-01-01 41.6671078380089
1996-02-01 41.9644899531443
1996-03-01 42.1291032230092
1996-04-01 42.2560639580095
1996-05-01 42.2220899003646
1996-06-01 42.3395227599004
1996-07-01 42.0286561878379
1996-08-01 42.2648820087003
1996-09-01 42.2653571342910
1996-10-01 42.1989720972199
1996-11-01 42.2644784060665
1996-12-01 42.3229749516750
1997-01-01 43.4364085127439
1997-02-01 43.3733964563384
1997-03-01 43.4198793732665
1997-04-01 43.2562408764837
1997-05-01 43.3388028560654
1997-06-01 43.5504999592220
1997-07-01 43.7437198567695
1997-08-01 44.0384708948896
1997-09-01 44.0917801835524
1997-10-01 43.2912616877285
1997-11-01 43.3500167187191
1997-12-01 43.4364734293301
1998-01-01 43.1746073604656
1998-02-01 43.0693618872516
1998-03-01 42.9270053543398
1998-04-01 43.2629723427116
1998-05-01 43.4594451222217
1998-06-01 43.1791036728338
1998-07-01 42.9367035456645
1998-08-01 42.9899887457155
1998-09-01 43.2182743286996
1998-10-01 40.9812705499877
1998-11-01 40.9595136801798
1998-12-01 41.0938037108865
1999-01-01 43.3310196597521
1999-02-01 43.4721663067147
1999-03-01 43.5611974341533
1999-04-01 43.6538561928402
1999-05-01 43.8708240051472
1999-06-01 43.8964074247481
1999-07-01 44.2139335549471
1999-08-01 44.1365296800760
1999-09-01 44.0259660182831
1999-10-01 43.9672359889379
1999-11-01 44.0580818889034
1999-12-01 44.1339416145399
2000-01-01 44.3072616953050
2000-02-01 44.2660833759960
2000-03-01 44.4030183059176
2000-04-01 43.1515532816506
2000-05-01 43.1593020798481
2000-06-01 43.2097314230434
2000-07-01 43.2843747247590
2000-08-01 43.3962947239358
2000-09-01 43.5312210138443
2000-10-01 43.6658155948868
2000-11-01 43.9772330642439
2000-12-01 44.0031679588431
2001-01-01 44.8985158939737
2001-02-01 45.0537620296154
2001-03-01 45.1362601683336
2001-04-01 44.8461350437386
2001-05-01 45.2327362623952
2001-06-01 45.4967889158962
2001-07-01 46.1538148228821
2001-08-01 46.0614599078624
2001-09-01 46.1319134444223
2001-10-01 46.4702782832293
2001-11-01 46.3778088497142
2001-12-01 46.5554253791516
2002-01-01 47.3149687138498
2002-02-01 47.4484475648603
2002-03-01 47.5662834167924
2002-04-01 47.9525119599351
2002-05-01 48.0986493904192
2002-06-01 48.2722807070560
2002-07-01 48.4307153060674
2002-08-01 48.7444920418653
2002-09-01 48.9279919751803
2002-10-01 49.2732106146232
2002-11-01 49.3807189161129
2002-12-01 49.2856892351504
2003-01-01 49.5427321927475
2003-02-01 49.3465061162345
2003-03-01 49.6935697463491
2003-04-01 49.9552952204953
2003-05-01 50.1555175787949
2003-06-01 50.3357777399302
2003-07-01 50.6185479051032
2003-08-01 52.0570093482246
2003-09-01 52.2292944913737
2003-10-01 52.0623196944410
2003-11-01 52.2621152306549
2003-12-01 52.5936224633308
2004-01-01 52.8796841935095
2004-02-01 53.1704310102507
2004-03-01 53.4403443869470
2004-04-01 53.4766297447595
2004-05-01 53.9133022493624
2004-06-01 54.0934194731577
2004-07-01 54.1908693559134
2004-08-01 54.3903509029913
2004-09-01 54.4275265575130
2004-10-01 54.8489358060961
2004-11-01 55.2363629034299
2004-12-01 55.4800727223935
2005-01-01 55.6072284133099
2005-02-01 55.9895350111477
2005-03-01 56.1814840746798
2005-04-01 56.4072978324359
2005-05-01 56.7858819270886
2005-06-01 56.5596806709494
2005-07-01 56.6748841351916
2005-08-01 56.8280138379020
2005-09-01 57.4447449819363
2005-10-01 57.7192035073674
2005-11-01 57.8871556347217
2005-12-01 58.0369643927360
2006-01-01 58.2292080708145
2006-02-01 58.3062277505870
2006-03-01 58.8321285740182
2006-04-01 58.5498529411282
2006-05-01 58.4774150761341
2006-06-01 58.5465515130895
2006-07-01 58.5624488952830
2006-08-01 58.3640855357066
2006-09-01 58.1646266840870
2006-10-01 58.0844790889740
2006-11-01 58.1478136758201
2006-12-01 58.0861510050295
2007-01-01 59.1258468021210
2007-02-01 58.9101815825366
2007-03-01 59.3603349059130
2007-04-01 60.0926001664697
2007-05-01 61.0760056531328
2007-06-01 62.0593477870592
2007-07-01 62.9359460471103
2007-08-01 63.6659291462990
2007-09-01 64.6044270745284
2007-10-01 65.3262380816560
2007-11-01 66.1643374235811
2007-12-01 67.5990324491744
2008-01-01 68.1612712129118
2008-02-01 68.7849381500553
2008-03-01 69.0574939140560
2008-04-01 69.7659165986031
2008-05-01 69.2743292498320
2008-06-01 69.4892668509039
2008-07-01 69.4932987528182
2008-08-01 69.8454115048477
2008-09-01 70.0326572660810
2008-10-01 70.3798325136821
2008-11-01 70.3976579365101
2008-12-01 70.7445276008379
2009-01-01 70.7636619214846
2009-02-01 70.8035781253066
2009-03-01 70.8656827987955
2009-04-01 71.0950471393205
2009-05-01 71.5981967890364
2009-06-01 71.7518185972507
2009-07-01 71.8809798889435
2009-08-01 71.9055779837072
2009-09-01 72.1493320759801
2009-10-01 72.2475348458162
2009-11-01 72.7634507963798
2009-12-01 73.0061123115251
2010-01-01 73.0761536319053
2010-02-01 72.7277684967334
2010-03-01 73.4717246988471
2010-04-01 73.2090170990443
2010-05-01 73.4142888288118
2010-06-01 73.1237855906728
2010-07-01 73.2789115281228
2010-08-01 73.0582984654022
2010-09-01 72.8238380934459
2010-10-01 73.0340830891051
2010-11-01 73.0543712520185
2010-12-01 73.0074777070501
2011-01-01 73.3987180506925
2011-02-01 73.5613571309652
2011-03-01 73.6474091434085
2011-04-01 73.7876792986964
2011-05-01 73.6195461510829
2011-06-01 73.6793012126415
2011-07-01 74.7667560703150
2011-08-01 74.6007842623504
2011-09-01 74.7902779024776
2011-10-01 75.1238915128651
2011-11-01 75.2786808181369
2011-12-01 75.7378284680400
2012-01-01 75.2141647726032
2012-02-01 75.3930437683384
2012-03-01 75.5342082627166
2012-04-01 75.8622804830838
2012-05-01 75.9096092532726
2012-06-01 76.7122727096288
2012-07-01 76.5455945983822
2012-08-01 76.9551850314718
2012-09-01 77.2492546237225
2012-10-01 77.1276104099425
2012-11-01 77.2295698080590
2012-12-01 77.5004901160896
2013-01-01 77.1253249980294
2013-02-01 77.7042091653915
2013-03-01 77.9203745034455
2013-04-01 77.9123197560813
2013-05-01 78.1860801882344
2013-06-01 78.0006795006746
2013-07-01 78.3487890927080
2013-08-01 78.5424979545103
2013-09-01 78.9406591172310
2013-10-01 79.0484955499095
2013-11-01 79.3088471477945
2013-12-01 79.2773739514949
2014-01-01 79.2039970671640
2014-02-01 79.3592655646002
2014-03-01 79.6727074096595
2014-04-01 80.0730255498898
2014-05-01 80.2454455863812
2014-06-01 80.2768861105515
2014-07-01 80.2765245675242
2014-08-01 80.2644005518896
2014-09-01 80.2760066591792
2014-10-01 80.4032001537536
2014-11-01 80.3687436938354
2014-12-01 80.6248434305725
2015-01-01 81.0681057454134
2015-02-01 81.0788343307089
2015-03-01 81.1986149035601
2015-04-01 81.2372347658650
2015-05-01 81.4425104728197
2015-06-01 81.4290219166535
2015-07-01 82.2161563761854
2015-08-01 82.3114088025568
2015-09-01 82.4646987608285
2015-10-01 82.4460616962969
2015-11-01 82.4234832847549
2015-12-01 82.5557933117801
2016-01-01 82.7885553698154
2016-02-01 82.7382854574016
2016-03-01 82.7011910929335
2016-04-01 83.0490097199896
2016-05-01 83.1164934072025
2016-06-01 83.0917021563117
2016-07-01 82.3786365621866
2016-08-01 83.0689388911217
2016-09-01 82.7364854821933
2016-10-01 83.9644537463924
2016-11-01 83.8561789044575
2016-12-01 83.7134689365029
2017-01-01 83.8863172501761
2017-02-01 84.3051988711265
2017-03-01 84.5533594532297
2017-04-01 84.4958323183507
2017-05-01 84.8768321447163
2017-06-01 84.4753706877250
2017-07-01 84.2071471044809
2017-08-01 84.5006401155968
2017-09-01 84.3964335823357
2017-10-01 84.4397228173463
2017-11-01 83.5465083609749
2017-12-01 84.7218321093944
2018-01-01 84.5003099653377
2018-02-01 84.6192504872730
2018-03-01 84.8188105867220
2018-04-01 84.9841240242271
2018-05-01 84.9577318326402
2018-06-01 85.4306250548047
2018-07-01 85.4764231747741
2018-08-01 85.5193417410401
2018-09-01 85.5082011846265
2018-10-01 85.6889856489314
2018-11-01 85.5649080521248
2018-12-01 85.6229720291768
2019-01-01 86.8571821912776
2019-02-01 87.5132013336176
2019-03-01 87.6570738755547
2019-04-01 87.4587540083419
2019-05-01 87.5240806731051
2019-06-01 87.8285536651628
2019-07-01 87.2763766932747
2019-08-01 87.5003800531688
2019-09-01 87.9107786898204
2019-10-01 87.7232571255225
2019-11-01 87.5551886355232
2019-12-01 88.1835797448984
2020-01-01 88.3396285598079
2020-02-01 88.1417169424934
2020-03-01 87.9087146858818
2020-04-01 77.8584687479518
2020-05-01 79.7631871400946
2020-06-01 80.7257061252955
2020-07-01 81.7920680007893
2020-08-01 82.5157031570320
2020-09-01 82.7431294817245
2020-10-01 83.6877278506733
2020-11-01 84.7865806781520
2020-12-01 84.6236721042844
2021-01-01 83.7311328574216
2021-02-01 83.7933468674594
2021-03-01 84.2736176275241
2021-04-01 84.0920459875077
2021-05-01 83.9910321631815
2021-06-01 83.8174843380220
2021-07-01 84.2706388171509
2021-08-01 83.7065819410556
2021-09-01 82.5890144433624
2021-10-01 83.7544320200224
2021-11-01 84.0276067158861
2021-12-01 83.5845120463309
2022-01-01 83.8598598360469
2022-02-01 84.3793336635152
2022-03-01 83.9080959034947
2022-04-01 85.1943918396854
2022-05-01 85.6484763521505
2022-06-01 85.2576167321309
2022-07-01 85.3957384342809
2022-08-01 85.9171013905638
2022-09-01 85.8112860082284
2022-10-01 86.0388408709436
2022-11-01 86.6920538395996
2022-12-01 86.7258683938785
2023-01-01 87.4909288707435
2023-02-01 88.4717627209109
2023-03-01 88.0432355975157
2023-04-01 88.6275026001029
2023-05-01 89.3049002706438
2023-06-01 89.0617009842769
2023-07-01 89.2455553340444
2023-08-01 89.4015729725645
2023-09-01 89.9419699959394
2023-10-01 90.2302347567482
2023-11-01 90.0845510408155
2023-12-01 90.5464233402949
2024-01-01 90.7989553210851
2024-02-01 91.1308313547412
2024-03-01 91.4588594527989
2024-04-01 91.5934439462129
2024-05-01 91.8892130116704
2024-06-01 91.9147652276188
2024-07-01 92.2447730492713
2024-08-01 92.1028676977729
2024-09-01 92.4549297547576
2024-10-01 92.5220445556810
2024-11-01 92.5218737235884
2024-12-01 92.6181563771313
2025-01-01 92.7798823330997
2025-02-01 92.7673448792492
2025-03-01 93.3688040507594
2025-04-01 93.7868318963829
2025-05-01 94.2089833800951
2025-06-01 94.7814018107999
2025-07-01 92.9531134577629
2025-08-01 93.3870706244248
2025-09-01 93.6060334023330
2025-10-01 93.0129252705027
2025-11-01 93.8370534590251
2025-12-01 94.2569205886456
2026-01-01 94.2696521015831
2026-02-01 94.1104048050002
2026-03-01 94.0688728204859
2026-04-01 93.5518906353106
2026-05-01 93.6397889293745

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