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 2026-02-01
Last Updated 2026-04-23 10:31 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 44.3417212458417
1990-02-01 44.6883976964498
1990-03-01 44.3547322133152
1990-04-01 44.6580568531282
1990-05-01 44.6726085942048
1990-06-01 44.9132331264200
1990-07-01 44.9789709344077
1990-08-01 44.5439379753815
1990-09-01 44.6123363247930
1990-10-01 44.3631771770086
1990-11-01 44.6212700334050
1990-12-01 44.0460211767870
1991-01-01 43.7376078679994
1991-02-01 43.6197232952122
1991-03-01 43.4571458074769
1991-04-01 43.3612025994671
1991-05-01 43.0823071254441
1991-06-01 42.9036621116728
1991-07-01 42.5340331014852
1991-08-01 42.7194339926822
1991-09-01 42.6855936211087
1991-10-01 42.9831618690439
1991-11-01 43.7551201240137
1991-12-01 43.7546719190255
1992-01-01 43.4489373782695
1992-02-01 43.2833351230584
1992-03-01 43.6476476096561
1992-04-01 43.3508197424729
1992-05-01 43.4794496401551
1992-06-01 43.1712232481096
1992-07-01 43.1775374284428
1992-08-01 43.3724242417672
1992-09-01 43.1710706642795
1992-10-01 43.3463012627473
1992-11-01 43.1211650618235
1992-12-01 42.7453833324607
1993-01-01 43.2620613557055
1993-02-01 43.4495027013485
1993-03-01 43.0853175047604
1993-04-01 43.1467868855960
1993-05-01 43.2833222602036
1993-06-01 43.3479257210807
1993-07-01 43.3890955009133
1993-08-01 43.4443193460081
1993-09-01 43.6837292341011
1993-10-01 43.6313069098958
1993-11-01 43.3112724282113
1993-12-01 43.3382411597024
1994-01-01 43.7549913386278
1994-02-01 43.5372487343600
1994-03-01 44.0049195653801
1994-04-01 44.3561372867388
1994-05-01 43.8051187448978
1994-06-01 44.0226957664253
1994-07-01 45.0109272575903
1994-08-01 46.0412436468090
1994-09-01 46.0209733798352
1994-10-01 44.7505799541950
1994-11-01 44.7030078189366
1994-12-01 44.5092181935336
1995-01-01 44.1118251181140
1995-02-01 44.1771511102102
1995-03-01 44.0952929731437
1995-04-01 44.6884282826407
1995-05-01 44.7422545576050
1995-06-01 45.0209608373780
1995-07-01 44.7352706016121
1995-08-01 44.8634344049703
1995-09-01 44.7767837491693
1995-10-01 44.6884255333779
1995-11-01 45.1641915708457
1995-12-01 45.2674400248159
1996-01-01 44.8666538594513
1996-02-01 44.8683869579891
1996-03-01 45.0953052141813
1996-04-01 44.4924155196200
1996-05-01 44.3968473206452
1996-06-01 44.1208627731725
1996-07-01 44.3227385700692
1996-08-01 44.0644820665015
1996-09-01 44.3679964174221
1996-10-01 44.9211140112182
1996-11-01 44.6906303344828
1996-12-01 44.5397924250884
1997-01-01 45.7178433400753
1997-02-01 45.9819826763811
1997-03-01 46.5557702345358
1997-04-01 45.5740181964217
1997-05-01 45.7229178853393
1997-06-01 45.8402592155039
1997-07-01 46.0563929113890
1997-08-01 46.1733991700193
1997-09-01 46.3699208674070
1997-10-01 46.4024805431037
1997-11-01 46.7103512753228
1997-12-01 46.9599714993410
1998-01-01 45.6836167385336
1998-02-01 45.7696956474359
1998-03-01 45.8353732179416
1998-04-01 45.9394815723643
1998-05-01 46.6446344462762
1998-06-01 46.8257534422504
1998-07-01 47.1199022196400
1998-08-01 47.1620991128878
1998-09-01 47.3674668414473
1998-10-01 46.9620472374208
1998-11-01 47.1470094106783
1998-12-01 47.2255929706660
1999-01-01 46.7401580129614
1999-02-01 46.7024148167712
1999-03-01 46.5033316526334
1999-04-01 46.7873170672889
1999-05-01 46.2458820646313
1999-06-01 46.5055206527946
1999-07-01 46.7742187067286
1999-08-01 47.2682309453604
1999-09-01 47.0288431232802
1999-10-01 47.5324277714630
1999-11-01 47.6010804495780
1999-12-01 47.3815538926233
2000-01-01 47.9041086222955
2000-02-01 47.9225598811622
2000-03-01 48.5867212943506
2000-04-01 49.1264345873215
2000-05-01 49.1753504363857
2000-06-01 49.5724081209218
2000-07-01 48.5233988863854
2000-08-01 48.4920153449249
2000-09-01 49.0026694681883
2000-10-01 49.2929603618227
2000-11-01 49.5536629704069
2000-12-01 49.4262840375075
2001-01-01 48.9208189362928
2001-02-01 49.3501502816005
2001-03-01 49.0570629877713
2001-04-01 48.2881883492517
2001-05-01 48.8041066116901
2001-06-01 48.9785342488225
2001-07-01 48.3624773363086
2001-08-01 48.2928294780210
2001-09-01 47.8457180750167
2001-10-01 45.7383606801509
2001-11-01 45.3989525816620
2001-12-01 44.9232791462809
2002-01-01 45.9028587352665
2002-02-01 45.8353337689236
2002-03-01 46.2549528158590
2002-04-01 46.3974019020115
2002-05-01 46.3814827434277
2002-06-01 46.5140483115021
2002-07-01 46.8711085010247
2002-08-01 46.9889476979738
2002-09-01 47.0799296910159
2002-10-01 46.2792745586982
2002-11-01 46.4454144012999
2002-12-01 46.4116025680859
2003-01-01 46.3366065236871
2003-02-01 46.3259414153807
2003-03-01 46.0683668842430
2003-04-01 45.2377704080912
2003-05-01 45.7802733916273
2003-06-01 45.7777496997613
2003-07-01 45.6530076230253
2003-08-01 45.5759755665485
2003-09-01 45.6686958358035
2003-10-01 46.1398393358724
2003-11-01 46.2783617356872
2003-12-01 46.2741257782105
2004-01-01 46.3020653201839
2004-02-01 46.1161371986515
2004-03-01 45.9998411962634
2004-04-01 46.0955109221240
2004-05-01 46.2014515770619
2004-06-01 46.1295292422504
2004-07-01 46.2136891951007
2004-08-01 46.2129346838073
2004-09-01 46.6910677857230
2004-10-01 46.7845257220606
2004-11-01 46.8809951804719
2004-12-01 46.9774297877614
2005-01-01 46.8735217500417
2005-02-01 46.9494589095459
2005-03-01 47.0518138028161
2005-04-01 47.4477018051691
2005-05-01 47.2728233387157
2005-06-01 47.2763534675770
2005-07-01 47.5792555816153
2005-08-01 47.7377510922083
2005-09-01 47.7002308288998
2005-10-01 47.3179003585188
2005-11-01 47.7607099300614
2005-12-01 47.8820378586207
2006-01-01 48.3072265185404
2006-02-01 48.5011179534443
2006-03-01 48.6373127696785
2006-04-01 48.4000727675825
2006-05-01 48.3073683937043
2006-06-01 48.9027893955753
2006-07-01 48.5473438589037
2006-08-01 48.5243520756603
2006-09-01 48.6248008435350
2006-10-01 48.5352766432596
2006-11-01 48.4432767088226
2006-12-01 48.7017929685811
2007-01-01 48.4470750646263
2007-02-01 48.5789526968505
2007-03-01 48.6596666594265
2007-04-01 48.2282681742224
2007-05-01 48.3257337374525
2007-06-01 48.5176030775677
2007-07-01 48.4330428493237
2007-08-01 48.4153806019942
2007-09-01 48.1300769716698
2007-10-01 48.1255471745197
2007-11-01 48.5175392203054
2007-12-01 48.2080837310152
2008-01-01 48.8104783283196
2008-02-01 48.6704966603296
2008-03-01 48.8127505918194
2008-04-01 48.9349890619481
2008-05-01 49.1386527795557
2008-06-01 48.6232226227177
2008-07-01 48.9519301240349
2008-08-01 48.7245280599751
2008-09-01 48.5529864722205
2008-10-01 48.1781871347631
2008-11-01 47.7668990397748
2008-12-01 47.3992691625515
2009-01-01 46.9642597925522
2009-02-01 46.7672689639283
2009-03-01 45.9938167318084
2009-04-01 46.2257459798639
2009-05-01 46.2409862739252
2009-06-01 45.7403380005169
2009-07-01 45.2042644376524
2009-08-01 45.6691465013578
2009-09-01 45.6583866637883
2009-10-01 45.6024157975304
2009-11-01 45.5109446817607
2009-12-01 45.5688482947931
2010-01-01 45.3401855185161
2010-02-01 44.9558402681947
2010-03-01 45.0556127581570
2010-04-01 45.2940115269079
2010-05-01 45.1565700531781
2010-06-01 45.3737284890678
2010-07-01 45.4876781257456
2010-08-01 45.0155924901156
2010-09-01 44.8682751635593
2010-10-01 44.9269911103231
2010-11-01 44.9680121858116
2010-12-01 44.7256481951003
2011-01-01 45.1143919814446
2011-02-01 44.7324460072743
2011-03-01 44.7760858727592
2011-04-01 44.8730678367637
2011-05-01 44.7732453937545
2011-06-01 44.8966034602609
2011-07-01 44.9817205736158
2011-08-01 45.0787469446492
2011-09-01 45.1925667722715
2011-10-01 45.2579926917971
2011-11-01 45.1317357979872
2011-12-01 45.2838668178060
2012-01-01 45.1853337688928
2012-02-01 45.3093629366700
2012-03-01 45.1525010855800
2012-04-01 45.0675657985461
2012-05-01 45.1809067783866
2012-06-01 45.1201491898085
2012-07-01 45.1718059340193
2012-08-01 45.1382275552950
2012-09-01 45.2338517041258
2012-10-01 45.1032291016854
2012-11-01 45.1980338316984
2012-12-01 45.1562734963533
2013-01-01 45.0522859845598
2013-02-01 45.1916421393194
2013-03-01 45.5115464173821
2013-04-01 45.1646912841851
2013-05-01 44.9605600324281
2013-06-01 44.7536278090124
2013-07-01 44.9369410822383
2013-08-01 45.1076117877245
2013-09-01 45.2794868861721
2013-10-01 44.7596856389947
2013-11-01 45.0595073969148
2013-12-01 45.2610322262328
2014-01-01 45.1171057323654
2014-02-01 45.0754957587459
2014-03-01 45.2706782984227
2014-04-01 45.1449321617183
2014-05-01 45.5391116963356
2014-06-01 45.2845190850923
2014-07-01 45.2780335508647
2014-08-01 45.3710466029019
2014-09-01 45.4380507500591
2014-10-01 45.6261828733771
2014-11-01 45.6267673012177
2014-12-01 45.7810110039153
2015-01-01 45.8872693047431
2015-02-01 45.8610435602029
2015-03-01 45.9228425694136
2015-04-01 46.0236789862173
2015-05-01 46.3117319206261
2015-06-01 46.3962367803378
2015-07-01 46.4937013225948
2015-08-01 46.6404574277210
2015-09-01 47.1248947435849
2015-10-01 46.9064861676384
2015-11-01 46.9885890488213
2015-12-01 47.0223550239921
2016-01-01 47.0468230909621
2016-02-01 47.1170457424094
2016-03-01 47.1689360660837
2016-04-01 47.3020746360233
2016-05-01 47.2184631628077
2016-06-01 47.0182774004297
2016-07-01 47.2884882792737
2016-08-01 47.3072841910150
2016-09-01 47.5114499644379
2016-10-01 47.4997234679457
2016-11-01 47.5572253301767
2016-12-01 47.4466908880996
2017-01-01 47.5856349458976
2017-02-01 47.4384543020289
2017-03-01 47.2221067071498
2017-04-01 47.6134252534249
2017-05-01 47.5535477317499
2017-06-01 47.6413742208853
2017-07-01 47.8986058537059
2017-08-01 47.6845040725417
2017-09-01 47.5850423899677
2017-10-01 47.5920447734635
2017-11-01 47.5080818581918
2017-12-01 47.4384302771391
2018-01-01 47.3931622693990
2018-02-01 47.4371151604384
2018-03-01 47.6919747202280
2018-04-01 47.5561254916309
2018-05-01 47.7436260610215
2018-06-01 48.0705575123509
2018-07-01 47.3366161392073
2018-08-01 47.2627702893573
2018-09-01 46.9310647335439
2018-10-01 46.9637245725061
2018-11-01 46.9480854970306
2018-12-01 46.8826717930772
2019-01-01 46.7915610465043
2019-02-01 47.2547885096422
2019-03-01 47.4760448652569
2019-04-01 47.2090066521004
2019-05-01 46.9325709009077
2019-06-01 46.7967804765900
2019-07-01 47.1200248749431
2019-08-01 46.8509036906831
2019-09-01 46.7683855731333
2019-10-01 46.5242402076060
2019-11-01 46.4760448600579
2019-12-01 46.5055214659335
2020-01-01 46.6958326974829
2020-02-01 47.1593207195778
2020-03-01 46.0650427080612
2020-04-01 22.4563319724234
2020-05-01 22.0179564961327
2020-06-01 23.0281589330217
2020-07-01 26.1330064405938
2020-08-01 27.8541790460809
2020-09-01 29.6731191683778
2020-10-01 30.3969270996854
2020-11-01 30.5148907507448
2020-12-01 30.1034882051010
2021-01-01 30.3242405198360
2021-02-01 30.1741271274890
2021-03-01 30.3643475705895
2021-04-01 30.3711705422084
2021-05-01 30.7541877805094
2021-06-01 31.4616766740531
2021-07-01 33.2692864746071
2021-08-01 34.3633392760387
2021-09-01 35.0565750590108
2021-10-01 35.7936412400255
2021-11-01 36.1745412398770
2021-12-01 36.6181727515135
2022-01-01 36.8774682376503
2022-02-01 37.1921943578001
2022-03-01 37.7354223579088
2022-04-01 38.4605287866212
2022-05-01 38.5580617827151
2022-06-01 37.8022561331302
2022-07-01 39.2115318593448
2022-08-01 39.4606046513266
2022-09-01 39.5191602768879
2022-10-01 39.9106187875669
2022-11-01 40.2671606816653
2022-12-01 40.3287583049259
2023-01-01 40.7715665151351
2023-02-01 41.1406399134995
2023-03-01 41.0996001439934
2023-04-01 41.1185483720386
2023-05-01 41.3186761771972
2023-06-01 41.4473953222285
2023-07-01 41.2250191517485
2023-08-01 41.2255078938840
2023-09-01 41.3959554198207
2023-10-01 41.3527853675741
2023-11-01 41.4806170169743
2023-12-01 41.6764134048763
2024-01-01 41.3706353679408
2024-02-01 41.5900277818763
2024-03-01 41.8455197083292
2024-04-01 41.4841816610044
2024-05-01 41.4804110648674
2024-06-01 41.1891077961904
2024-07-01 41.3071907914388
2024-08-01 41.1692158581679
2024-09-01 41.3684338741111
2024-10-01 40.8010271918761
2024-11-01 41.0053307822582
2024-12-01 42.8200603905958
2025-01-01 42.9640118668038
2025-02-01 42.9655233698037
2025-03-01 43.1220948828500
2025-04-01 42.9664285109540
2025-05-01 42.8497869513521
2025-06-01 42.4213156502831
2025-07-01 42.4468802886764
2025-08-01 42.5871678348911
2025-09-01 42.5469341527941
2025-10-01 42.4332504028388
2025-11-01 42.3243627512301
2025-12-01 42.3966978759735
2026-01-01 42.4408645379049
2026-02-01 41.5628386938635

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