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 2026-04-01
Last Updated 2026-05-26 12:49 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 44.3417182578413
1990-02-01 44.6883943378740
1990-03-01 44.3547283812082
1990-04-01 44.6580526174534
1990-05-01 44.6726041758514
1990-06-01 44.9132288112065
1990-07-01 44.9789668793838
1990-08-01 44.5439343435469
1990-09-01 44.6123330532673
1990-10-01 44.3631740724567
1990-11-01 44.6212609799454
1990-12-01 44.0460674519612
1991-01-01 43.7376048680035
1991-02-01 43.6197200310473
1991-03-01 43.4571422142233
1991-04-01 43.3611987294359
1991-05-01 43.0823014508378
1991-06-01 42.9036572042359
1991-07-01 42.5340295364711
1991-08-01 42.7194309080276
1991-09-01 42.6855915437850
1991-10-01 42.9831593393473
1991-11-01 43.7551125902269
1991-12-01 43.7547133953454
1992-01-01 43.4489349428207
1992-02-01 43.2833324277944
1992-03-01 43.6476444971509
1992-04-01 43.3508162094780
1992-05-01 43.4794424860898
1992-06-01 43.1712173384281
1992-07-01 43.1775340666738
1992-08-01 43.3724218845484
1992-09-01 43.1710703827425
1992-10-01 43.3463000289448
1992-11-01 43.1211610438642
1992-12-01 42.7454199546885
1993-01-01 43.2620594789655
1993-02-01 43.4494998790131
1993-03-01 43.0853136732154
1993-04-01 43.1467822995821
1993-05-01 43.2833124808060
1993-06-01 43.3479180703635
1993-07-01 43.3890923653122
1993-08-01 43.4443188168285
1993-09-01 43.6837325559157
1993-10-01 43.6313086273559
1993-11-01 43.3112719834987
1993-12-01 43.3382789379391
1994-01-01 43.7549866882885
1994-02-01 43.5372434941220
1994-03-01 44.0049118597578
1994-04-01 44.3561325045394
1994-05-01 43.8051036028315
1994-06-01 44.0226837927654
1994-07-01 45.0109220942317
1994-08-01 46.0412445072994
1994-09-01 46.0209815557824
1994-10-01 44.7505906890214
1994-11-01 44.7030229437451
1994-12-01 44.5092739507728
1995-01-01 44.1117989552193
1995-02-01 44.1771325958039
1995-03-01 44.0952763988497
1995-04-01 44.6884218964227
1995-05-01 44.7422346859348
1995-06-01 45.0209467146170
1995-07-01 44.7352659662902
1995-08-01 44.8634388589451
1995-09-01 44.7767988852708
1995-10-01 44.6884472007523
1995-11-01 45.1642220248090
1995-12-01 45.2675139551987
1996-01-01 44.8666051654377
1996-02-01 44.8683531886654
1996-03-01 45.0952775091193
1996-04-01 44.4924058622842
1996-05-01 44.3968238076647
1996-06-01 44.1208482073901
1996-07-01 44.3227357189567
1996-08-01 44.0644920558503
1996-09-01 44.3680179990484
1996-10-01 44.9211463231962
1996-11-01 44.6906759570119
1996-12-01 44.5398805348096
1997-01-01 45.7177737004189
1997-02-01 45.9819311048887
1997-03-01 46.5557330104590
1997-04-01 45.5740013140320
1997-05-01 45.7228955139175
1997-06-01 45.8402477681954
1997-07-01 46.0563974698952
1997-08-01 46.1734223709627
1997-09-01 46.3699453844478
1997-10-01 46.4025149854309
1997-11-01 46.7103969437524
1997-12-01 46.9600574826484
1998-01-01 45.6835400921497
1998-02-01 45.7696368749861
1998-03-01 45.8353321755440
1998-04-01 45.9394590136654
1998-05-01 46.6446150098534
1998-06-01 46.8257452277134
1998-07-01 47.1199153576567
1998-08-01 47.1621380025498
1998-09-01 47.3674991414728
1998-10-01 46.9620699223844
1998-11-01 47.1470466785543
1998-12-01 47.2256680962230
1999-01-01 46.7400774748221
1999-02-01 46.7023534569758
1999-03-01 46.5032937109951
1999-04-01 46.7872917926720
1999-05-01 46.2458710421683
1999-06-01 46.5055197873924
1999-07-01 46.7742434412175
1999-08-01 47.2682851343507
1999-09-01 47.0288821467052
1999-10-01 47.5324232982877
1999-11-01 47.6010974745428
1999-12-01 47.3815985287802
2000-01-01 47.9040440044909
2000-02-01 47.9225111320757
2000-03-01 48.5866931343693
2000-04-01 49.1264116242001
2000-05-01 49.1753478335054
2000-06-01 49.5724137479907
2000-07-01 48.5234301084790
2000-08-01 48.4920752259805
2000-09-01 49.0027135738203
2000-10-01 49.2929274947399
2000-11-01 49.5536592665365
2000-12-01 49.4262988359877
2001-01-01 48.9207753847169
2001-02-01 49.3501168017949
2001-03-01 49.0570474867505
2001-04-01 48.2881709987365
2001-05-01 48.8041121956512
2001-06-01 48.9785446436326
2001-07-01 48.3625101717514
2001-08-01 48.2928867198009
2001-09-01 47.8457571898112
2001-10-01 45.7383086329723
2001-11-01 45.3989337092502
2001-12-01 44.9232726110721
2002-01-01 45.9028355168086
2002-02-01 45.8353181170519
2002-03-01 46.2549478192600
2002-04-01 46.3973939085764
2002-05-01 46.3814907923899
2002-06-01 46.5140586664127
2002-07-01 46.8711353355887
2002-08-01 46.9889918822838
2002-09-01 47.0799640044051
2002-10-01 46.2792176161723
2002-11-01 46.4453928088477
2002-12-01 46.4115958643976
2003-01-01 46.3365891043991
2003-02-01 46.3259331560944
2003-03-01 46.0683670988829
2003-04-01 45.2377707624765
2003-05-01 45.7802828580558
2003-06-01 45.7777602342056
2003-07-01 45.6530265747263
2003-08-01 45.5760029086119
2003-09-01 45.6687191149269
2003-10-01 46.1397906832777
2003-11-01 46.2783464951594
2003-12-01 46.2741203912777
2004-01-01 46.3020543059544
2004-02-01 46.1161339494267
2004-03-01 45.9998425869954
2004-04-01 46.0955155981952
2004-05-01 46.2014597414437
2004-06-01 46.1295386407342
2004-07-01 46.2136998523962
2004-08-01 46.2129464314849
2004-09-01 46.6910803678900
2004-10-01 46.7844953688739
2004-11-01 46.8809865170686
2004-12-01 46.9774248662683
2005-01-01 46.8735162473454
2005-02-01 46.9494563862030
2005-03-01 47.0518146463395
2005-04-01 47.4477064598595
2005-05-01 47.2728294614116
2005-06-01 47.2763657301511
2005-07-01 47.5792597348311
2005-08-01 47.7377537372284
2005-09-01 47.7002314905891
2005-10-01 47.3178878570728
2005-11-01 47.7607069075474
2005-12-01 47.8820326345558
2006-01-01 48.3072225030629
2006-02-01 48.5011148654528
2006-03-01 48.6373107162682
2006-04-01 48.4000733365735
2006-05-01 48.3073821078507
2006-06-01 48.9028018094797
2006-07-01 48.5473463286169
2006-08-01 48.5243495181102
2006-09-01 48.6247975032828
2006-10-01 48.5352714661530
2006-11-01 48.4432733554030
2006-12-01 48.7017881946998
2007-01-01 48.4470719765676
2007-02-01 48.5789441683733
2007-03-01 48.6596675131495
2007-04-01 48.2282640814247
2007-05-01 48.3257548172247
2007-06-01 48.5176157976815
2007-07-01 48.4330549199160
2007-08-01 48.4153729008415
2007-09-01 48.1300692047720
2007-10-01 48.1255372251382
2007-11-01 48.5175284448308
2007-12-01 48.2080692576276
2008-01-01 48.8104976624845
2008-02-01 48.6704741985925
2008-03-01 48.8127537228963
2008-04-01 48.9349885392121
2008-05-01 49.1386939935054
2008-06-01 48.6232420402958
2008-07-01 48.9519587726085
2008-08-01 48.7245131111220
2008-09-01 48.5529627945814
2008-10-01 48.1781552131748
2008-11-01 47.7668625663505
2008-12-01 47.3992302699033
2009-01-01 46.9642948159360
2009-02-01 46.7672368032623
2009-03-01 45.9938408856395
2009-04-01 46.2257800778837
2009-05-01 46.2410703814790
2009-06-01 45.7403918003149
2009-07-01 45.2043151164625
2009-08-01 45.6691119659922
2009-09-01 45.6583177516364
2009-10-01 45.6023271217975
2009-11-01 45.5108517795490
2009-12-01 45.5687640175426
2010-01-01 45.3402247732392
2010-02-01 44.9557984751894
2010-03-01 45.0556502089665
2010-04-01 45.2941113334453
2010-05-01 45.1567339314865
2010-06-01 45.3739656199062
2010-07-01 45.4878461430957
2010-08-01 45.0156889130431
2010-09-01 44.8676470692839
2010-10-01 44.9267937326816
2010-11-01 44.9680250058447
2010-12-01 44.7254219076039
2011-01-01 45.1144656734734
2011-02-01 44.7324182887481
2011-03-01 44.7761164828400
2011-04-01 44.8731771885204
2011-05-01 44.7738127427802
2011-06-01 44.8969687749267
2011-07-01 44.9819540210017
2011-08-01 45.0789413241840
2011-09-01 45.1913654873236
2011-10-01 45.2576840447932
2011-11-01 45.1318624643357
2011-12-01 45.2834979456244
2012-01-01 45.1854112610732
2012-02-01 45.3092988597704
2012-03-01 45.1524644021116
2012-04-01 45.0676554676603
2012-05-01 45.1818885930679
2012-06-01 45.1206967844554
2012-07-01 45.1721790338990
2012-08-01 45.1386169709685
2012-09-01 45.2320069516355
2012-10-01 45.1029082632471
2012-11-01 45.1983632537581
2012-12-01 45.1557926865977
2013-01-01 45.0522840282325
2013-02-01 45.1914329247568
2013-03-01 45.5112593660936
2013-04-01 45.1644891186854
2013-05-01 44.9616628869829
2013-06-01 44.7552249153325
2013-07-01 44.9371693834620
2013-08-01 45.1079243882184
2013-09-01 45.2775115212487
2013-10-01 44.7595104966853
2013-11-01 45.0600105234898
2013-12-01 45.2607569818605
2014-01-01 45.1172510570853
2014-02-01 45.0754277951101
2014-03-01 45.2680380753000
2014-04-01 45.1447203245283
2014-05-01 45.5401088635545
2014-06-01 45.2871954794540
2014-07-01 45.2792579007846
2014-08-01 45.3712672959670
2014-09-01 45.4359579778095
2014-10-01 45.6262122805596
2014-11-01 45.6275573423643
2014-12-01 45.7810123430524
2015-01-01 45.8875613078982
2015-02-01 45.8610118544925
2015-03-01 45.9176495713567
2015-04-01 46.0231674017468
2015-05-01 46.3123453948155
2015-06-01 46.3997543689273
2015-07-01 46.4957553897740
2015-08-01 46.6404188795527
2015-09-01 47.1234897842727
2015-10-01 46.9070264925101
2015-11-01 46.9898247533681
2015-12-01 47.0232718508087
2016-01-01 47.0480430708696
2016-02-01 47.1180094765577
2016-03-01 47.1569988407995
2016-04-01 47.3021335749141
2016-05-01 47.2188544794070
2016-06-01 47.0219585492274
2016-07-01 47.2916219533041
2016-08-01 47.3073881820321
2016-09-01 47.5111125580138
2016-10-01 47.5010862329969
2016-11-01 47.5591722336556
2016-12-01 47.4485197262669
2017-01-01 47.5870778983799
2017-02-01 47.4410955955488
2017-03-01 47.2054463618289
2017-04-01 47.6130368354790
2017-05-01 47.5524753776636
2017-06-01 47.6447474554575
2017-07-01 47.9011474087453
2017-08-01 47.6839413737419
2017-09-01 47.5847756480183
2017-10-01 47.5999190239519
2017-11-01 47.5109637816604
2017-12-01 47.4401297246634
2018-01-01 47.3942961909734
2018-02-01 47.4413139488138
2018-03-01 47.6707156392562
2018-04-01 47.5554799924245
2018-05-01 47.7409018272390
2018-06-01 48.0718702105350
2018-07-01 47.3398229584261
2018-08-01 47.2602191584775
2018-09-01 46.9284859111225
2018-10-01 46.9846814220230
2018-11-01 46.9502524641859
2018-12-01 46.8824844168512
2019-01-01 46.7909515944523
2019-02-01 47.2591652716225
2019-03-01 47.4563838202591
2019-04-01 47.2069930959884
2019-05-01 46.9280106033994
2019-06-01 46.7956318522179
2019-07-01 47.1228209749156
2019-08-01 46.8463353853310
2019-09-01 46.7633538193828
2019-10-01 46.5580244212588
2019-11-01 46.4766722642275
2019-12-01 46.5019812672413
2020-01-01 46.6919087948772
2020-02-01 47.1709661524408
2020-03-01 46.0450398818152
2020-04-01 22.4523031714980
2020-05-01 22.0118501769496
2020-06-01 23.0243411180176
2020-07-01 26.1353061099873
2020-08-01 27.8480211939815
2020-09-01 29.6666791972498
2020-10-01 30.4383950498922
2020-11-01 30.5148895003453
2020-12-01 30.0991610834570
2021-01-01 30.3181551634910
2021-02-01 30.1939631561432
2021-03-01 30.3433192248261
2021-04-01 30.3642637796636
2021-05-01 30.7455141027720
2021-06-01 31.4553601893567
2021-07-01 33.2690185584056
2021-08-01 34.3571861369508
2021-09-01 35.0474715006342
2021-10-01 35.8373389287278
2021-11-01 36.1797860644233
2021-12-01 36.6186039053646
2022-01-01 36.8733626955214
2022-02-01 37.2203139592104
2022-03-01 37.7090070343813
2022-04-01 38.4463944985518
2022-05-01 38.5407564954975
2022-06-01 37.8004536730903
2022-07-01 39.2043484303232
2022-08-01 39.4499949046018
2022-09-01 39.5060636099379
2022-10-01 39.9527408627193
2022-11-01 40.2856624652346
2022-12-01 40.3516458915003
2023-01-01 40.7744889393534
2023-02-01 41.1803770665888
2023-03-01 41.0632179810059
2023-04-01 41.0800932381963
2023-05-01 41.2845739949186
2023-06-01 41.4481282606822
2023-07-01 41.2102700130088
2023-08-01 41.2137376604849
2023-09-01 41.3834113338511
2023-10-01 41.3898311758532
2023-11-01 41.5175584640455
2023-12-01 41.7273334195800
2024-01-01 41.3884892932000
2024-02-01 41.6510082081799
2024-03-01 41.7896407882624
2024-04-01 41.4057121756210
2024-05-01 41.4263886444801
2024-06-01 41.1946260538050
2024-07-01 41.2843740647679
2024-08-01 41.1561534782394
2024-09-01 41.3599142144923
2024-10-01 40.8341947985005
2024-11-01 41.0616995711567
2024-12-01 42.9030771226409
2025-01-01 42.9992741495781
2025-02-01 43.0461706003588
2025-03-01 43.0442411011028
2025-04-01 42.8423887598293
2025-05-01 42.7786377348838
2025-06-01 42.4259571386635
2025-07-01 42.4206435838344
2025-08-01 42.5771960084729
2025-09-01 42.5435200833619
2025-10-01 42.4677074205368
2025-11-01 42.3954409259007
2025-12-01 42.4998405132457
2026-01-01 42.4923185165863
2026-02-01 41.6553654197150
2026-03-01 42.5072406249215
2026-04-01 42.8107045265704

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