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 2026-07-01
Last Updated 2026-08-21 6:35 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 34.2342987079818
1990-02-01 34.4465592184504
1990-03-01 34.5289677742710
1990-04-01 34.4806014992292
1990-05-01 34.7112792228846
1990-06-01 35.1750499960912
1990-07-01 34.9233679099947
1990-08-01 35.2966477725086
1990-09-01 35.5294399138943
1990-10-01 35.6868819829042
1990-11-01 36.0456359568132
1990-12-01 35.9049820214730
1991-01-01 35.9568932543445
1991-02-01 35.9591125858102
1991-03-01 36.3436635782344
1991-04-01 36.0773303084152
1991-05-01 36.2130693668961
1991-06-01 36.1716507189536
1991-07-01 36.3152239873834
1991-08-01 36.4891724594241
1991-09-01 36.6152406086279
1991-10-01 36.9020751669975
1991-11-01 37.0545174918409
1991-12-01 37.2999489446351
1992-01-01 37.4759875861225
1992-02-01 37.5622222003322
1992-03-01 37.7486251077702
1992-04-01 38.1681932389418
1992-05-01 38.3052162720342
1992-06-01 38.5606507036503
1992-07-01 38.6124024691742
1992-08-01 38.6767483737079
1992-09-01 38.5032413731389
1992-10-01 38.9261711091809
1992-11-01 39.0630049206446
1992-12-01 39.1003742718559
1993-01-01 39.2007123478141
1993-02-01 39.2494518172737
1993-03-01 39.2387967165949
1993-04-01 39.3511083361657
1993-05-01 39.3010539238908
1993-06-01 39.3454585439885
1993-07-01 39.5281235991859
1993-08-01 39.6776698677433
1993-09-01 39.6028073977915
1993-10-01 39.4628150704146
1993-11-01 39.3754111509584
1993-12-01 39.1222707412047
1994-01-01 39.3934851123307
1994-02-01 39.4058364616324
1994-03-01 39.4010466157980
1994-04-01 39.5438366033368
1994-05-01 39.6022705446574
1994-06-01 39.7408017942971
1994-07-01 40.0597580989706
1994-08-01 39.9736735904637
1994-09-01 40.2178631009232
1994-10-01 40.0911526473385
1994-11-01 40.1784687775463
1994-12-01 40.3263603983892
1995-01-01 40.2871802680739
1995-02-01 40.4779008081732
1995-03-01 40.4611872311142
1995-04-01 40.3413089454803
1995-05-01 40.5140113039122
1995-06-01 40.6333889991714
1995-07-01 40.1978260441078
1995-08-01 40.1808786401213
1995-09-01 41.1351686365019
1995-10-01 41.7041683068504
1995-11-01 41.5743647718003
1995-12-01 41.6219366873174
1996-01-01 41.6666743113208
1996-02-01 41.9641623710332
1996-03-01 42.1289078699228
1996-04-01 42.2559018470958
1996-05-01 42.2220229544045
1996-06-01 42.3395668684888
1996-07-01 42.0287285671654
1996-08-01 42.2651229224778
1996-09-01 42.2657906991649
1996-10-01 42.1988367904441
1996-11-01 42.2646105014498
1996-12-01 42.3233839971679
1997-01-01 43.4358815336637
1997-02-01 43.3730176555962
1997-03-01 43.4197017072025
1997-04-01 43.2560845906141
1997-05-01 43.3387758734724
1997-06-01 43.5506154266492
1997-07-01 43.7437636686181
1997-08-01 44.0388017554439
1997-09-01 44.0922969810133
1997-10-01 43.2910330475482
1997-11-01 43.3500302841974
1997-12-01 43.4367746272690
1998-01-01 43.1741207049842
1998-02-01 43.0690405450015
1998-03-01 42.9268974781519
1998-04-01 43.2628676735017
1998-05-01 43.4594753677250
1998-06-01 43.1792763220016
1998-07-01 42.9366695785763
1998-08-01 42.9903321750048
1998-09-01 43.2187605303741
1998-10-01 40.9809856143478
1998-11-01 40.9593885418708
1998-12-01 41.0938773277640
1999-01-01 43.3307341905215
1999-02-01 43.4719875350450
1999-03-01 43.5611951921410
1999-04-01 43.6538144952630
1999-05-01 43.8708854892944
1999-06-01 43.8965730925702
1999-07-01 44.2138516903731
1999-08-01 44.1368121721673
1999-09-01 44.0263500315058
1999-10-01 43.9669225070311
1999-11-01 44.0578539152597
1999-12-01 44.1337947105274
2000-01-01 44.3072144013352
2000-02-01 44.2661082148563
2000-03-01 44.4030954644306
2000-04-01 43.1515718554186
2000-05-01 43.1593718420352
2000-06-01 43.2098466800315
2000-07-01 43.2841803740750
2000-08-01 43.3965097707502
2000-09-01 43.5314545458223
2000-10-01 43.6655712527905
2000-11-01 43.9770015148851
2000-12-01 44.0028763103834
2001-01-01 44.8986723475077
2001-02-01 45.0539549915701
2001-03-01 45.1363803032646
2001-04-01 44.8461753080854
2001-05-01 45.2327725681972
2001-06-01 45.4968108823685
2001-07-01 46.1535702515278
2001-08-01 46.0616088607154
2001-09-01 46.1320257483110
2001-10-01 46.4701417966205
2001-11-01 46.3776322050877
2001-12-01 46.5551013552286
2002-01-01 47.3152127109624
2002-02-01 47.4487332955738
2002-03-01 47.5663861512288
2002-04-01 47.9525428136349
2002-05-01 48.0986355464448
2002-06-01 48.2722040672262
2002-07-01 48.4304432406904
2002-08-01 48.7446448567632
2002-09-01 48.9280627992163
2002-10-01 49.2731638463362
2002-11-01 49.3806212350580
2002-12-01 49.2854373710117
2003-01-01 49.5429475497939
2003-02-01 49.3467624412056
2003-03-01 49.6936294004057
2003-04-01 49.9552901167042
2003-05-01 50.1554516096365
2003-06-01 50.3356367596395
2003-07-01 50.6183415280757
2003-08-01 52.0571758959997
2003-09-01 52.2293879378826
2003-10-01 52.0623268273735
2003-11-01 52.2620820458298
2003-12-01 52.5934741511553
2004-01-01 52.8797979612375
2004-02-01 53.1706180066355
2004-03-01 53.4403389633823
2004-04-01 53.4765924023807
2004-05-01 53.9132190870855
2004-06-01 54.0932780129592
2004-07-01 54.1906737765173
2004-08-01 54.3905824654846
2004-09-01 54.4276600315601
2004-10-01 54.8490126159753
2004-11-01 55.2363104486095
2004-12-01 55.4800238538774
2005-01-01 55.6072216409466
2005-02-01 55.9896083408108
2005-03-01 56.1814414025657
2005-04-01 56.4072442540987
2005-05-01 56.7858088973134
2005-06-01 56.5595879101119
2005-07-01 56.6747741487244
2005-08-01 56.8282422002405
2005-09-01 57.4448997200043
2005-10-01 57.7193322303664
2005-11-01 57.8870312062679
2005-12-01 58.0369209712305
2006-01-01 58.2291661568027
2006-02-01 58.3062267555454
2006-03-01 58.8320696869536
2006-04-01 58.5498033185955
2006-05-01 58.4773732329312
2006-06-01 58.5465130348994
2006-07-01 58.5624160602590
2006-08-01 58.3642895769299
2006-09-01 58.1647716911002
2006-10-01 58.0846270767358
2006-11-01 58.1476133842105
2006-12-01 58.0860930406748
2007-01-01 59.1257967115384
2007-02-01 58.9101359546958
2007-03-01 59.3602885529013
2007-04-01 60.0925724338531
2007-05-01 61.0759977067087
2007-06-01 62.0593594519527
2007-07-01 62.9359893182150
2007-08-01 63.6660751130358
2007-09-01 64.6045532913969
2007-10-01 65.3263793054620
2007-11-01 66.1640908637484
2007-12-01 67.5989501633642
2008-01-01 68.1612110186957
2008-02-01 68.7848941143181
2008-03-01 69.0574568058685
2008-04-01 69.7659073660869
2008-05-01 69.2743454461159
2008-06-01 69.4893042031135
2008-07-01 69.4933536598220
2008-08-01 69.8455250464539
2008-09-01 70.0327683538206
2008-10-01 70.3799682948840
2008-11-01 70.3973909297845
2008-12-01 70.7444487736077
2009-01-01 70.7636095721087
2009-02-01 70.8035454197173
2009-03-01 70.8656653950922
2009-04-01 71.0950517946936
2009-05-01 71.5982213440762
2009-06-01 71.7518636006509
2009-07-01 71.8810300408187
2009-08-01 71.9056379810454
2009-09-01 72.1494166554278
2009-10-01 72.2476219358869
2009-11-01 72.7632572728740
2009-12-01 73.0060485941967
2010-01-01 73.0761141646132
2010-02-01 72.7277485697716
2010-03-01 73.4717218587715
2010-04-01 73.2090256323653
2010-05-01 73.4143067631030
2010-06-01 73.1238213971742
2010-07-01 73.2789403470761
2010-08-01 73.0583297027805
2010-09-01 72.8238883011358
2010-10-01 73.0341232310421
2010-11-01 73.0542673404304
2010-12-01 73.0074370945513
2011-01-01 73.3986936997724
2011-02-01 73.5613493097817
2011-03-01 73.6474205261269
2011-04-01 73.7876876528899
2011-05-01 73.6195525188698
2011-06-01 73.6793216065769
2011-07-01 74.7667626221940
2011-08-01 74.6007900622529
2011-09-01 74.7902985069156
2011-10-01 75.1238863389040
2011-11-01 75.2786650830385
2011-12-01 75.7378071745122
2012-01-01 75.2141587495396
2012-02-01 75.3930503799460
2012-03-01 75.5342257250785
2012-04-01 75.8622912146295
2012-05-01 75.9096160620354
2012-06-01 76.7122424133800
2012-07-01 76.5455740474274
2012-08-01 76.9551873126618
2012-09-01 77.2492690612006
2012-10-01 77.1276087075958
2012-11-01 77.2295685755888
2012-12-01 77.5004896572925
2013-01-01 77.1253410207692
2013-02-01 77.7042264975112
2013-03-01 77.9203839455864
2013-04-01 77.9123200909904
2013-05-01 78.1860879688295
2013-06-01 78.0006135222528
2013-07-01 78.3487568746625
2013-08-01 78.5425676874435
2013-09-01 78.9407043842829
2013-10-01 79.0484777496695
2013-11-01 79.3088009705454
2013-12-01 79.2773241199536
2014-01-01 79.2039853856496
2014-02-01 79.3592931870507
2014-03-01 79.6727523641922
2014-04-01 80.0730737381025
2014-05-01 80.2453814271793
2014-06-01 80.2768455297002
2014-07-01 80.2765318740377
2014-08-01 80.2645861678831
2014-09-01 80.2760980300580
2014-10-01 80.4031326117958
2014-11-01 80.3684725048037
2014-12-01 80.6247135237109
2015-01-01 81.0681659988452
2015-02-01 81.0790493663679
2015-03-01 81.1987984860475
2015-04-01 81.2372269815985
2015-05-01 81.4420695964735
2015-06-01 81.4288400166893
2015-07-01 82.2162227792698
2015-08-01 82.3117340873104
2015-09-01 82.4650341573365
2015-10-01 82.4464676730882
2015-11-01 82.4237624232582
2015-12-01 82.5537209653944
2016-01-01 82.7892358975195
2016-02-01 82.7394315081865
2016-03-01 82.7012196027461
2016-04-01 83.0484748775494
2016-05-01 83.1153380860657
2016-06-01 83.0911578837367
2016-07-01 82.3787546589836
2016-08-01 83.0696174155929
2016-09-01 82.7374475167766
2016-10-01 83.9656797720067
2016-11-01 83.8571399595866
2016-12-01 83.7098970064127
2017-01-01 83.8875338467388
2017-02-01 84.3071598792837
2017-03-01 84.5537617310182
2017-04-01 84.4962171538317
2017-05-01 84.8685170555486
2017-06-01 84.4759569922490
2017-07-01 84.2083679639028
2017-08-01 84.5023449382737
2017-09-01 84.3980396068112
2017-10-01 84.4415784257176
2017-11-01 83.5495441104751
2017-12-01 84.7215633133570
2018-01-01 84.4974532712961
2018-02-01 84.6214186907316
2018-03-01 84.8204905544244
2018-04-01 84.9843802974769
2018-05-01 84.9397099028780
2018-06-01 85.4297693434446
2018-07-01 85.4845433069991
2018-08-01 85.5208563105967
2018-09-01 85.5101420173038
2018-10-01 85.6914796712657
2018-11-01 85.5702752291316
2018-12-01 85.6288908125021
2019-01-01 86.8504965520187
2019-02-01 87.5161915340042
2019-03-01 87.6592775300744
2019-04-01 87.4608424990202
2019-05-01 87.4855997935432
2019-06-01 87.8278600270220
2019-07-01 87.2931660554537
2019-08-01 87.5027690293653
2019-09-01 87.9135935160864
2019-10-01 87.7267009802999
2019-11-01 87.5640179537323
2019-12-01 88.1967302854216
2020-01-01 88.3288519746864
2020-02-01 88.1471679120170
2020-03-01 87.9128588153979
2020-04-01 77.8650383934490
2020-05-01 79.6952204927244
2020-06-01 80.7292567731213
2020-07-01 81.8178588804336
2020-08-01 82.5193332140304
2020-09-01 82.7474704584601
2020-10-01 83.6938620817193
2020-11-01 84.7971381206465
2020-12-01 84.6414243202714
2021-01-01 83.7224630724217
2021-02-01 83.8007820649040
2021-03-01 84.2765603010853
2021-04-01 84.1015846135979
2021-05-01 83.8835305537309
2021-06-01 83.8261587465366
2021-07-01 84.3027672228804
2021-08-01 83.7158725018767
2021-09-01 82.5985490523658
2021-10-01 83.7656381153163
2021-11-01 84.0415425561445
2021-12-01 83.6078420034530
2022-01-01 83.8529152830849
2022-02-01 84.3862969894050
2022-03-01 83.9061665605253
2022-04-01 85.1967730176444
2022-05-01 85.5118009995137
2022-06-01 85.2631765852307
2022-07-01 85.4371388595485
2022-08-01 85.9378495538591
2022-09-01 85.8328364598690
2022-10-01 86.0583501142796
2022-11-01 86.7111074335671
2022-12-01 86.7518277893660
2023-01-01 87.4894415351758
2023-02-01 88.4741459546838
2023-03-01 88.0292914168267
2023-04-01 88.6103794549456
2023-05-01 89.1404351251333
2023-06-01 89.0509861710769
2023-07-01 89.3110381879089
2023-08-01 89.4470661122974
2023-09-01 89.9836522602514
2023-10-01 90.2615959709246
2023-11-01 90.1102584072074
2023-12-01 90.5690533395522
2024-01-01 90.7974151007119
2024-02-01 91.1228418053451
2024-03-01 91.4298591421637
2024-04-01 91.5491960737892
2024-05-01 91.6980004728920
2024-06-01 91.8875890395771
2024-07-01 92.3483690059465
2024-08-01 92.1764771755038
2024-09-01 92.5179641772687
2024-10-01 92.5650329233024
2024-11-01 92.5524261991887
2024-12-01 92.6340160424477
2025-01-01 92.7763156920494
2025-02-01 92.7460657885355
2025-03-01 93.3235229165982
2025-04-01 93.7108706277416
2025-05-01 94.0037460471497
2025-06-01 94.7337782309007
2025-07-01 93.0970368252102
2025-08-01 93.4868041655477
2025-09-01 93.6867062204486
2025-10-01 93.0642806111164
2025-11-01 93.8711344675036
2025-12-01 94.2685859291235
2026-01-01 94.2578048513337
2026-02-01 94.0755719981873
2026-03-01 94.0108464278796
2026-04-01 93.4503028923399
2026-05-01 93.5377616440610
2026-06-01 93.3912216356548
2026-07-01 93.0278504962984

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