Table Data - All Employees: Leisure and Hospitality: Accommodation in Virginia

Title All Employees: Leisure and Hospitality: Accommodation in Virginia
Series ID SMU51000007072100001SA
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 2026-01-01
Last Updated 2026-04-10 11:08 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 44.3417223285000
1990-02-01 44.6883989133735
1990-03-01 44.3547336018133
1990-04-01 44.6580583878565
1990-05-01 44.6726101951328
1990-06-01 44.9132346899831
1990-07-01 44.9789724037053
1990-08-01 44.5439392913633
1990-09-01 44.6123375102445
1990-10-01 44.3631783019759
1990-11-01 44.6212733133489
1990-12-01 44.0460044098884
1991-01-01 43.7376089550238
1991-02-01 43.6197244779398
1991-03-01 43.4571471094310
1991-04-01 43.3612040017018
1991-05-01 43.0823091815586
1991-06-01 42.9036638898109
1991-07-01 42.5340343932208
1991-08-01 42.7194351104250
1991-09-01 42.6855943738923
1991-10-01 42.9831627856899
1991-11-01 43.7551228533507
1991-12-01 43.7546568908651
1992-01-01 43.4489382607394
1992-02-01 43.2833360996566
1992-03-01 43.6476487374219
1992-04-01 43.3508210225892
1992-05-01 43.4794522323411
1992-06-01 43.1712253893944
1992-07-01 43.1775386465283
1992-08-01 43.3724250959674
1992-09-01 43.1710707664285
1992-10-01 43.3463017098105
1992-11-01 43.1211665173669
1992-12-01 42.7453700630143
1993-01-01 43.2620620356655
1993-02-01 43.4495037239417
1993-03-01 43.0853188930413
1993-04-01 43.1467885472600
1993-05-01 43.2833258036614
1993-06-01 43.3479284932100
1993-07-01 43.3890966370458
1993-08-01 43.4443195379040
1993-09-01 43.6837280307457
1993-10-01 43.6313062876712
1993-11-01 43.3112725892315
1993-12-01 43.3382274712227
1994-01-01 43.7549930235020
1994-02-01 43.5372506324939
1994-03-01 44.0049223571555
1994-04-01 44.3561390203561
1994-05-01 43.8051242312198
1994-06-01 44.0227001047535
1994-07-01 45.0109291283895
1994-08-01 46.0412433352207
1994-09-01 46.0209704177813
1994-10-01 44.7505760648679
1994-11-01 44.7030023389889
1994-12-01 44.5091979910189
1995-01-01 44.1118345972948
1995-02-01 44.1771578171780
1995-03-01 44.0952989778624
1995-04-01 44.6884305981086
1995-05-01 44.7422617573172
1995-06-01 45.0209659543297
1995-07-01 44.7352722812583
1995-08-01 44.8634327916888
1995-09-01 44.7767782656482
1995-10-01 44.6884176832438
1995-11-01 45.1641805369694
1995-12-01 45.2674132377614
1996-01-01 44.8666715016349
1996-02-01 44.8683991908415
1996-03-01 45.0953152506780
1996-04-01 44.4924190204510
1996-05-01 44.3968558393865
1996-06-01 44.1208680510822
1996-07-01 44.3227396041805
1996-08-01 44.0644784527697
1996-09-01 44.3679885987574
1996-10-01 44.9211023037245
1996-11-01 44.6906138031816
1996-12-01 44.5397604986095
1997-01-01 45.7178685687227
1997-02-01 45.9820013582581
1997-03-01 46.5557837181513
1997-04-01 45.5740243136318
1997-05-01 45.7229259920867
1997-06-01 45.8402633641487
1997-07-01 46.0563912637365
1997-08-01 46.1733907841014
1997-09-01 46.3699119849173
1997-10-01 46.4024680607493
1997-11-01 46.7103347220116
1997-12-01 46.9599403366560
1998-01-01 45.6836445032918
1998-02-01 45.7697169335043
1998-03-01 45.8353880796446
1998-04-01 45.9394897482303
1998-05-01 46.6446414907259
1998-06-01 46.8257564214617
1998-07-01 47.1198974719613
1998-08-01 47.1620850692886
1998-09-01 47.3674551590893
1998-10-01 46.9620389885487
1998-11-01 47.1469958812519
1998-12-01 47.2255657338218
1999-01-01 46.7401871825108
1999-02-01 46.7024370360939
1999-03-01 46.5033453879100
1999-04-01 46.7873262316263
1999-05-01 46.2458860651660
1999-06-01 46.5055209746695
1999-07-01 46.7742097701009
1999-08-01 47.2682113857401
1999-09-01 47.0288290301416
1999-10-01 47.5324293141165
1999-11-01 47.6010742382831
1999-12-01 47.3815376968827
2000-01-01 47.9041320198595
2000-02-01 47.9225775270924
2000-03-01 48.5867314841204
2000-04-01 49.1264429215248
2000-05-01 49.1753513906396
2000-06-01 49.5724060978025
2000-07-01 48.5233876119207
2000-08-01 48.4919937419040
2000-09-01 49.0026535592771
2000-10-01 49.2929721445727
2000-11-01 49.5536642540368
2000-12-01 49.4262786473799
2001-01-01 48.9208346946599
2001-02-01 49.3501623942515
2001-03-01 49.0570685953533
2001-04-01 48.2881946577915
2001-05-01 48.8041046086201
2001-06-01 48.9785305074607
2001-07-01 48.3624654858064
2001-08-01 48.2928088336016
2001-09-01 47.8457039783682
2001-10-01 45.7383793864495
2001-11-01 45.3989593577450
2001-12-01 44.9232814793564
2002-01-01 45.9028671199883
2002-02-01 45.8353394178509
2002-03-01 46.2549546204307
2002-04-01 46.3974048323957
2002-05-01 46.3814798555747
2002-06-01 46.5140445968006
2002-07-01 46.8710988352582
2002-08-01 46.9889317810134
2002-09-01 47.0799173404153
2002-10-01 46.2792950550885
2002-11-01 46.4454221528993
2002-12-01 46.4116049330580
2003-01-01 46.3366127616308
2003-02-01 46.3259443392720
2003-03-01 46.0683667634070
2003-04-01 45.2377702908536
2003-05-01 45.7802701808499
2003-06-01 45.7777459488279
2003-07-01 45.6530008492253
2003-08-01 45.5759657725715
2003-09-01 45.6686874913672
2003-10-01 46.1398568578912
2003-11-01 46.2783671341399
2003-12-01 46.2741275358554
2004-01-01 46.3020690691090
2004-02-01 46.1161381595200
2004-03-01 45.9998405807585
2004-04-01 46.0955092750915
2004-05-01 46.2014491614380
2004-06-01 46.1295260986929
2004-07-01 46.2136856108263
2004-08-01 46.2129306566442
2004-09-01 46.6910633496479
2004-10-01 46.7845366420507
2004-11-01 46.8809980751938
2004-12-01 46.9774308410875
2005-01-01 46.8735231462779
2005-02-01 46.9494593070552
2005-03-01 47.0518131963230
2005-04-01 47.4477001006863
2005-05-01 47.2728218896849
2005-06-01 47.2763513518954
2005-07-01 47.5792543058398
2005-08-01 47.7377501999869
2005-09-01 47.7002304702901
2005-10-01 47.3179046483821
2005-11-01 47.7607105025596
2005-12-01 47.8820383921286
2006-01-01 48.3072269644719
2006-02-01 48.5011180065843
2006-03-01 48.6373124504462
2006-04-01 48.4000717062056
2006-05-01 48.3073678177516
2006-06-01 48.9027882954841
2006-07-01 48.5473437044465
2006-08-01 48.5243521501769
2006-09-01 48.6248011336042
2006-10-01 48.5352777024311
2006-11-01 48.4432771400228
2006-12-01 48.7017931054458
2007-01-01 48.4470752092956
2007-02-01 48.5789526672403
2007-03-01 48.6596665531813
2007-04-01 48.2282676413597
2007-05-01 48.3257335407454
2007-06-01 48.5176023412627
2007-07-01 48.4330429976584
2007-08-01 48.4153807803861
2007-09-01 48.1300771563974
2007-10-01 48.1255477573464
2007-11-01 48.5175393315358
2007-12-01 48.2080835990706
2008-01-01 48.8104783757119
2008-02-01 48.6704966391714
2008-03-01 48.8127505883871
2008-04-01 48.9349888613626
2008-05-01 49.1386527128453
2008-06-01 48.6232221392742
2008-07-01 48.9519302565944
2008-08-01 48.7245281893576
2008-09-01 48.5529865943526
2008-10-01 48.1781874412169
2008-11-01 47.7668990845943
2008-12-01 47.3992689658274
2009-01-01 46.9642598285859
2009-02-01 46.7672689086868
2009-03-01 45.9938167141361
2009-04-01 46.2257459917820
2009-05-01 46.2409862656611
2009-06-01 45.7403377473389
2009-07-01 45.2042645762821
2009-08-01 45.6691466376169
2009-09-01 45.6583867831394
2009-10-01 45.6024158712782
2009-11-01 45.5109446556358
2009-12-01 45.5688480334269
2010-01-01 45.3401854524352
2010-02-01 44.9558401194063
2010-03-01 45.0556126395261
2010-04-01 45.2940115620345
2010-05-01 45.1565701637622
2010-06-01 45.3737287701660
2010-07-01 45.4876783255077
2010-08-01 45.0155926929625
2010-09-01 44.8682757275926
2010-10-01 44.9269913850797
2010-11-01 44.9680119278640
2010-12-01 44.7256474099760
2011-01-01 45.1143910167726
2011-02-01 44.7324448736977
2011-03-01 44.7760848437435
2011-04-01 44.8730673456544
2011-05-01 44.7732488425163
2011-06-01 44.8966040992210
2011-07-01 44.9817211022808
2011-08-01 45.0787475896311
2011-09-01 45.1925682650074
2011-10-01 45.2579935730884
2011-11-01 45.1317354652426
2011-12-01 45.2838649387444
2012-01-01 45.1853304602606
2012-02-01 45.3093589212612
2012-03-01 45.1524975924794
2012-04-01 45.0675642413993
2012-05-01 45.1809142590375
2012-06-01 45.1201518003686
2012-07-01 45.1718086913291
2012-08-01 45.1382302342566
2012-09-01 45.2338558493008
2012-10-01 45.1032317356986
2012-11-01 45.1980346062131
2012-12-01 45.1562700742965
2013-01-01 45.0522777312387
2013-02-01 45.1916312544515
2013-03-01 45.5115343317276
2013-04-01 45.1646802485168
2013-05-01 44.9605618084850
2013-06-01 44.7536724121738
2013-07-01 44.9369384280680
2013-08-01 45.1076115550963
2013-09-01 45.2794929561103
2013-10-01 44.7596930342834
2013-11-01 45.0595126180442
2013-12-01 45.2610310119146
2014-01-01 45.1170966159348
2014-02-01 45.0754822573259
2014-03-01 45.2706054247975
2014-04-01 45.1449194149135
2014-05-01 45.5391131192082
2014-06-01 45.2846143108096
2014-07-01 45.2780402650883
2014-08-01 45.3710487024377
2014-09-01 45.4380615200665
2014-10-01 45.6261960937383
2014-11-01 45.6267778934757
2014-12-01 45.7810098067715
2015-01-01 45.8872530716337
2015-02-01 45.8610182480877
2015-03-01 45.9226988302977
2015-04-01 46.0236564276813
2015-05-01 46.3117283809967
2015-06-01 46.3964168251878
2015-07-01 46.4937153308520
2015-08-01 46.6404560471169
2015-09-01 47.1249048017175
2015-10-01 46.9065054164032
2015-11-01 46.9886110647939
2015-12-01 47.0223724860103
2016-01-01 47.0468340365671
2016-02-01 47.1170548121386
2016-03-01 47.1685214966434
2016-04-01 47.3020730197381
2016-05-01 47.2184612070959
2016-06-01 47.0186581324068
2016-07-01 47.2884925251214
2016-08-01 47.3072646829169
2016-09-01 47.5114437412004
2016-10-01 47.4997319351002
2016-11-01 47.5572430301272
2016-12-01 47.4467079909766
2017-01-01 47.5856986475556
2017-02-01 47.4385123463724
2017-03-01 47.2215069435873
2017-04-01 47.6134190751255
2017-05-01 47.5535053662819
2017-06-01 47.6419429019993
2017-07-01 47.8985924794359
2017-08-01 47.6844621873338
2017-09-01 47.5850101130885
2017-10-01 47.5919666157035
2017-11-01 47.5081708570870
2017-12-01 47.4384512210464
2018-01-01 47.3933028616730
2018-02-01 47.4372658935081
2018-03-01 47.6912440087846
2018-04-01 47.5560406803572
2018-05-01 47.7435969212759
2018-06-01 48.0712740692995
2018-07-01 47.3363933745518
2018-08-01 47.2627510107248
2018-09-01 46.9310537105557
2018-10-01 46.9636039111039
2018-11-01 46.9482805147083
2018-12-01 46.8827079939587
2019-01-01 46.7917475578190
2019-02-01 47.2549604483835
2019-03-01 47.4754021747911
2019-04-01 47.2087824813282
2019-05-01 46.9325404046988
2019-06-01 46.7974558650922
2019-07-01 47.1196171194144
2019-08-01 46.8509332658426
2019-09-01 46.7684367864064
2019-10-01 46.5241502769615
2019-11-01 46.4764510643709
2019-12-01 46.5056922420557
2020-01-01 46.6961183864581
2020-02-01 47.1596521608568
2020-03-01 46.0643274526220
2020-04-01 22.4556794406043
2020-05-01 22.0174680518543
2020-06-01 23.0281368747596
2020-07-01 26.1318422831880
2020-08-01 27.8540548799081
2020-09-01 29.6736978116419
2020-10-01 30.3980788155455
2020-11-01 30.5169230421252
2020-12-01 30.1060503910737
2021-01-01 30.3254666452911
2021-02-01 30.1745330301996
2021-03-01 30.3600747320549
2021-04-01 30.3684249473977
2021-05-01 30.7512084389330
2021-06-01 31.4590765001458
2021-07-01 33.2668211268392
2021-08-01 34.3638444778831
2021-09-01 35.0605626267359
2021-10-01 35.7967783526501
2021-11-01 36.1826815133935
2021-12-01 36.6266600576914
2022-01-01 36.8810755297570
2022-02-01 37.1916047095777
2022-03-01 37.7242998928396
2022-04-01 38.4512823162011
2022-05-01 38.5480808214854
2022-06-01 37.7946704038868
2022-07-01 39.2043574257418
2022-08-01 39.4604479799628
2022-09-01 39.5275776943746
2022-10-01 39.9203333984914
2022-11-01 40.2911373384365
2022-12-01 40.3602644372932
2023-01-01 40.7810342026412
2023-02-01 41.1343898882171
2023-03-01 41.0637782628774
2023-04-01 41.0931428642470
2023-05-01 41.2975132257388
2023-06-01 41.4344671850023
2023-07-01 41.2151120530644
2023-08-01 41.2275636788358
2023-09-01 41.4121203651854
2023-10-01 41.3725475491678
2023-11-01 41.5247739035938
2023-12-01 41.7357866815629
2024-01-01 41.3933733851221
2024-02-01 41.5668942169340
2024-03-01 41.7815173098444
2024-04-01 41.4397743942725
2024-05-01 41.4469249850696
2024-06-01 41.1713049415020
2024-07-01 41.2948242979384
2024-08-01 41.1735702880498
2024-09-01 41.3914620306821
2024-10-01 40.8326814066878
2024-11-01 41.0703395087841
2024-12-01 42.9109842231373
2025-01-01 43.0018511810365
2025-02-01 42.9211173118567
2025-03-01 43.0267507128219
2025-04-01 42.9033949427939
2025-05-01 42.8059585914422
2025-06-01 42.4002855869697
2025-07-01 42.4353535013214
2025-08-01 42.5960218657593
2025-09-01 42.5773156797579
2025-10-01 42.4734112886939
2025-11-01 42.4037588309775
2025-12-01 42.5065804658437
2026-01-01 42.4922410680085

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