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 2025-12-01
Last Updated 2026-01-28 1:58 AM CST
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 34.2354831018525
1990-02-01 34.4478348402618
1990-03-01 34.5384490276155
1990-04-01 34.4810167076346
1990-05-01 34.7152257202263
1990-06-01 35.1794842264578
1990-07-01 34.9254750830262
1990-08-01 35.2919995741248
1990-09-01 35.5175698759446
1990-10-01 35.6818362421306
1990-11-01 36.0341556791128
1990-12-01 35.9163706353073
1991-01-01 35.9548876258920
1991-02-01 35.9584710896270
1991-03-01 36.3525393764940
1991-04-01 36.0794455165285
1991-05-01 36.2195604594233
1991-06-01 36.1783257483400
1991-07-01 36.3237676464665
1991-08-01 36.4825778406337
1991-09-01 36.6016929937189
1991-10-01 36.8937726328100
1991-11-01 37.0400723603120
1991-12-01 37.3125378782461
1992-01-01 37.4690045092717
1992-02-01 37.5575009567805
1992-03-01 37.7555431741775
1992-04-01 38.1735905687860
1992-05-01 38.3186250775821
1992-06-01 38.5726991921571
1992-07-01 38.6379095955673
1992-08-01 38.6653381074818
1992-09-01 38.4761248397006
1992-10-01 38.9150164234827
1992-11-01 39.0457670957518
1992-12-01 39.1156264738387
1993-01-01 39.1893173845676
1993-02-01 39.2404821348432
1993-03-01 39.2431585915051
1993-04-01 39.3592085691941
1993-05-01 39.3192342337721
1993-06-01 39.3578195268989
1993-07-01 39.5796330512008
1993-08-01 39.6552569548924
1993-09-01 39.5574417592289
1993-10-01 39.4524032694063
1993-11-01 39.3685468706671
1993-12-01 39.1381392499753
1994-01-01 39.3870541718682
1994-02-01 39.3848656166641
1994-03-01 39.3994970210732
1994-04-01 39.5537659269211
1994-05-01 39.6239505068880
1994-06-01 39.7520542581072
1994-07-01 40.1309956860457
1994-08-01 39.9360186073633
1994-09-01 40.1418488165081
1994-10-01 40.0884092107707
1994-11-01 40.2005008221138
1994-12-01 40.3510381443706
1995-01-01 40.2894126643491
1995-02-01 40.4435426017935
1995-03-01 40.4608181477662
1995-04-01 40.3431048164294
1995-05-01 40.5301654560454
1995-06-01 40.6328158707324
1995-07-01 40.2770015665471
1995-08-01 40.1274578491383
1995-09-01 41.0380352111098
1995-10-01 41.7174736144026
1995-11-01 41.6383944417552
1995-12-01 41.6580179288989
1996-01-01 41.6795111907322
1996-02-01 41.9149930101393
1996-03-01 42.1272951754480
1996-04-01 42.2440792936197
1996-05-01 42.2291351937486
1996-06-01 42.3273265757677
1996-07-01 42.0970208150207
1996-08-01 42.2024574572760
1996-09-01 42.1558763861721
1996-10-01 42.2343004976190
1996-11-01 42.3678444150877
1996-12-01 42.3736751737813
1997-01-01 43.4552082482594
1997-02-01 43.3175144985232
1997-03-01 43.4174396079771
1997-04-01 43.2244724969396
1997-05-01 43.3280146532971
1997-06-01 43.5206926354838
1997-07-01 43.7890059757518
1997-08-01 43.9769621417708
1997-09-01 43.9978215228336
1997-10-01 43.3487432806828
1997-11-01 43.4889093133427
1997-12-01 43.5018172319414
1998-01-01 43.1836568267523
1998-02-01 43.0055745960482
1998-03-01 42.9136864258689
1998-04-01 43.2176600628407
1998-05-01 43.4368591232279
1998-06-01 43.1458929206482
1998-07-01 42.9473082863941
1998-08-01 42.9484758785281
1998-09-01 43.1567173378375
1998-10-01 41.0453047449978
1998-11-01 41.1035379201213
1998-12-01 41.1708982305591
1999-01-01 43.3079243096740
1999-02-01 43.4090822281268
1999-03-01 43.5416156028842
1999-04-01 43.5970899800635
1999-05-01 43.8393341391941
1999-06-01 43.8628254800047
1999-07-01 44.2049961548367
1999-08-01 44.1174715642242
1999-09-01 44.0082362519336
1999-10-01 44.0348582321033
1999-11-01 44.2009672827680
1999-12-01 44.2223492242227
2000-01-01 44.2456970204708
2000-02-01 44.2064808611990
2000-03-01 44.3714450883880
2000-04-01 43.0969827969158
2000-05-01 43.1311597926400
2000-06-01 43.1893097999963
2000-07-01 43.2679834020123
2000-08-01 43.4016843502373
2000-09-01 43.5470410480259
2000-10-01 43.7212181658996
2000-11-01 44.0854439906094
2000-12-01 44.0827153822448
2001-01-01 44.8123721332562
2001-02-01 45.0068174564309
2001-03-01 45.0999796683391
2001-04-01 44.7981469357451
2001-05-01 45.2083354378000
2001-06-01 45.4846165254878
2001-07-01 46.1442977731954
2001-08-01 46.0779299290779
2001-09-01 46.1766044685457
2001-10-01 46.5119118304394
2001-11-01 46.4563557150439
2001-12-01 46.6195878853007
2002-01-01 47.2211538867277
2002-02-01 47.4063499664512
2002-03-01 47.5262291366400
2002-04-01 47.9168369263643
2002-05-01 48.0820781853781
2002-06-01 48.2704360987561
2002-07-01 48.4281468387391
2002-08-01 48.7653567628123
2002-09-01 48.9834436984974
2002-10-01 49.2994075900332
2002-11-01 49.4336330124371
2002-12-01 49.3305305203447
2003-01-01 49.4572005328064
2003-02-01 49.3132160953735
2003-03-01 49.6626676889843
2003-04-01 49.9278706221058
2003-05-01 50.1429413486580
2003-06-01 50.3360745171736
2003-07-01 50.6240512168557
2003-08-01 52.0752861757404
2003-09-01 52.2909771888735
2003-10-01 52.0835691506451
2003-11-01 52.2938920538346
2003-12-01 52.6130321500924
2004-01-01 52.8138881651813
2004-02-01 53.1410166699090
2004-03-01 53.4139900060353
2004-04-01 53.4534342727835
2004-05-01 53.9010137959607
2004-06-01 54.0933391458703
2004-07-01 54.1990016408164
2004-08-01 54.4088551705687
2004-09-01 54.4936120149201
2004-10-01 54.8823113901463
2004-11-01 55.2639938041098
2004-12-01 55.4628635109049
2005-01-01 55.5538860161692
2005-02-01 55.9576141236079
2005-03-01 56.1556274340700
2005-04-01 56.3863146450984
2005-05-01 56.7717673008441
2005-06-01 56.5581675182402
2005-07-01 56.6866346617216
2005-08-01 56.8504647099114
2005-09-01 57.5183363522142
2005-10-01 57.7743032711446
2005-11-01 57.9277595432184
2005-12-01 57.9874420863882
2006-01-01 58.1712241293167
2006-02-01 58.2609330305156
2006-03-01 58.8000923239107
2006-04-01 58.5280459747777
2006-05-01 58.4631202135028
2006-06-01 58.5468956146426
2006-07-01 58.5799655096240
2006-08-01 58.3962268762005
2006-09-01 58.2391821721850
2006-10-01 58.1578409226569
2006-11-01 58.2043459082678
2006-12-01 58.0204824734890
2007-01-01 59.0481642539361
2007-02-01 58.8533252850516
2007-03-01 59.3228068471539
2007-04-01 60.0712466776552
2007-05-01 61.0641568162280
2007-06-01 62.0654078785671
2007-07-01 62.9612308455693
2007-08-01 63.7089222307574
2007-09-01 64.6809021606674
2007-10-01 65.4135935601203
2007-11-01 66.2306631140703
2007-12-01 67.5198260559096
2008-01-01 68.0660863626163
2008-02-01 68.7140041401501
2008-03-01 69.0110178846773
2008-04-01 69.7430686752636
2008-05-01 69.2661483741890
2008-06-01 69.5039990625122
2008-07-01 69.5236959419269
2008-08-01 69.8921736815540
2008-09-01 70.1000050759113
2008-10-01 70.4692697147378
2008-11-01 70.4661123102865
2008-12-01 70.6583315407990
2009-01-01 70.6704107846940
2009-02-01 70.7388497311396
2009-03-01 70.8227477021382
2009-04-01 71.0785273515659
2009-05-01 71.6001456106346
2009-06-01 71.7727551246587
2009-07-01 71.9095826549932
2009-08-01 71.9446783397765
2009-09-01 72.2008528164226
2009-10-01 72.3128684802682
2009-11-01 72.8120435905249
2009-12-01 72.9315845140574
2010-01-01 73.0060764584176
2010-02-01 72.6796141812659
2010-03-01 73.4387264511445
2010-04-01 73.1989557094702
2010-05-01 73.4242248160600
2010-06-01 73.1460202467727
2010-07-01 73.3009381827729
2010-08-01 73.0845191019770
2010-09-01 72.8550271612340
2010-10-01 73.0718142242890
2010-11-01 73.0807922185773
2010-12-01 72.9492455255542
2011-01-01 73.3580064410504
2011-02-01 73.5342761895950
2011-03-01 73.6280312421862
2011-04-01 73.7845160771154
2011-05-01 73.6351846691717
2011-06-01 73.6974598440008
2011-07-01 74.7813731418066
2011-08-01 74.6152959949566
2011-09-01 74.8035556781294
2011-10-01 75.1359306403792
2011-11-01 75.2836630267937
2011-12-01 75.6988228452818
2012-01-01 75.2003929197517
2012-02-01 75.3836261580000
2012-03-01 75.5273569525860
2012-04-01 75.8629345909106
2012-05-01 75.9256097481282
2012-06-01 76.7230257054064
2012-07-01 76.5528475955521
2012-08-01 76.9595752688472
2012-09-01 77.2499726279345
2012-10-01 77.1299851560650
2012-11-01 77.2322512450318
2012-12-01 77.4673522998070
2013-01-01 77.1238842742700
2013-02-01 77.7065461315836
2013-03-01 77.9215794467577
2013-04-01 77.9164612018914
2013-05-01 78.2019595007748
2013-06-01 78.0014545909370
2013-07-01 78.3513097314494
2013-08-01 78.5444986862666
2013-09-01 78.9362943240241
2013-10-01 79.0306475439167
2013-11-01 79.3164939208372
2013-12-01 79.2619321529309
2014-01-01 79.2099019587908
2014-02-01 79.3658223782643
2014-03-01 79.6785263050383
2014-04-01 80.0807230601536
2014-05-01 80.2515490017849
2014-06-01 80.2707429715917
2014-07-01 80.2758006607445
2014-08-01 80.2649650804326
2014-09-01 80.2660458116772
2014-10-01 80.3596916624306
2014-11-01 80.3952598040835
2014-12-01 80.6372095066985
2015-01-01 81.0760410581361
2015-02-01 81.0884788273802
2015-03-01 81.2079175892219
2015-04-01 81.2460279127287
2015-05-01 81.4340862226654
2015-06-01 81.4152588116595
2015-07-01 82.2087033085461
2015-08-01 82.3078761498434
2015-09-01 82.4480977794659
2015-10-01 82.3753191662039
2015-11-01 82.4706361297415
2015-12-01 82.6069598121093
2016-01-01 82.8026751639181
2016-02-01 82.7560024360830
2016-03-01 82.7165037435580
2016-04-01 83.0556860783218
2016-05-01 83.0861408249276
2016-06-01 83.0663894044692
2016-07-01 82.3591874259475
2016-08-01 83.0548990713250
2016-09-01 82.7102041099145
2016-10-01 83.8824537640621
2016-11-01 83.9219133575416
2016-12-01 83.7937217918484
2017-01-01 83.9112440968537
2017-02-01 84.3454466711084
2017-03-01 84.5971594064469
2017-04-01 84.4942884476831
2017-05-01 84.8028560130571
2017-06-01 84.4265762608773
2017-07-01 84.1726493528732
2017-08-01 84.4783541693636
2017-09-01 84.3667770471446
2017-10-01 84.3594613029933
2017-11-01 83.6230473465045
2017-12-01 84.8229759889609
2018-01-01 84.5389241646129
2018-02-01 84.6813376609327
2018-03-01 84.8962845984556
2018-04-01 84.9738867679398
2018-05-01 84.8331114478901
2018-06-01 85.3443893933862
2018-07-01 85.4591181560955
2018-08-01 85.4733790824638
2018-09-01 85.4887514758517
2018-10-01 85.6219954388388
2018-11-01 85.6457697366401
2018-12-01 85.7277911590666
2019-01-01 86.8997306183053
2019-02-01 87.5859789730336
2019-03-01 87.7960973388991
2019-04-01 87.4306361976500
2019-05-01 87.3409971488985
2019-06-01 87.7099095481886
2019-07-01 87.2872312066783
2019-08-01 87.4405548125278
2019-09-01 87.9155983159657
2019-10-01 87.6812597366105
2019-11-01 87.6223434304107
2019-12-01 88.2765883935335
2020-01-01 88.3830465338633
2020-02-01 88.1861942079714
2020-03-01 88.0899924056226
2020-04-01 77.8322110938831
2020-05-01 79.5560297274715
2020-06-01 80.6107518980480
2020-07-01 81.8456610993516
2020-08-01 82.4593700605245
2020-09-01 82.7770470271067
2020-10-01 83.6734732125702
2020-11-01 84.8273700892249
2020-12-01 84.6759467074706
2021-01-01 83.7580594599472
2021-02-01 83.7970795753242
2021-03-01 84.4829369045056
2021-04-01 84.0562899834718
2021-05-01 83.7443962704548
2021-06-01 83.7163697959732
2021-07-01 84.3519038410850
2021-08-01 83.6752457651415
2021-09-01 82.6779922187004
2021-10-01 83.7490589549126
2021-11-01 84.0583448796868
2021-12-01 83.5846448658711
2022-01-01 83.8588952536401
2022-02-01 84.3219739488083
2022-03-01 84.1280180067100
2022-04-01 85.1749500929282
2022-05-01 85.3666327310683
2022-06-01 85.1840781829421
2022-07-01 85.5071068459553
2022-08-01 85.9075819566270
2022-09-01 85.9677032339570
2022-10-01 86.0402512440335
2022-11-01 86.7257653765514
2022-12-01 86.6805515716286
2023-01-01 87.4596354769923
2023-02-01 88.3555536464229
2023-03-01 88.2919764503563
2023-04-01 88.5902200455627
2023-05-01 88.9849474860243
2023-06-01 89.0131479041912
2023-07-01 89.3547892204358
2023-08-01 89.4253485578735
2023-09-01 90.1820503684793
2023-10-01 90.2461966294064
2023-11-01 90.1368393175804
2023-12-01 90.4683143886871
2024-01-01 90.7447543843375
2024-02-01 90.9602958574080
2024-03-01 91.7098924061036
2024-04-01 91.7456817231007
2024-05-01 91.7161372312668
2024-06-01 92.1886782173068
2024-07-01 92.8415580477213
2024-08-01 92.7550254671710
2024-09-01 93.5605547927787
2024-10-01 94.5553181685054
2024-11-01 94.8850591235540
2024-12-01 95.7106704032885
2025-01-01 96.0210281269600
2025-02-01 95.8899410895212
2025-03-01 96.1413719755625
2025-04-01 96.4039596982163
2025-05-01 97.3918144982682
2025-06-01 97.7625065969975
2025-07-01 97.8004810396907
2025-08-01 98.8506875144575
2025-09-01 98.1793451552158
2025-10-01 97.8536169942896
2025-11-01 98.1281183453629
2025-12-01 98.4322311008893

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