Table Data - All Employees: Leisure and Hospitality in Richmond, VA (MSA)

Title All Employees: Leisure and Hospitality in Richmond, VA (MSA)
Series ID RICH051LEIH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-01-01
Last Updated 2026-04-10 4:17 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 34.9206292308660
1990-02-01 35.0767108548808
1990-03-01 35.1166477073144
1990-04-01 35.0395312913817
1990-05-01 34.9258244110862
1990-06-01 35.3530385197958
1990-07-01 35.7690067359894
1990-08-01 35.7896892503351
1990-09-01 37.0778234161638
1990-10-01 36.1972963026287
1990-11-01 36.4751234206842
1990-12-01 36.6606256869937
1991-01-01 35.8108447350175
1991-02-01 35.6174208390435
1991-03-01 36.3075620534127
1991-04-01 34.8419176522822
1991-05-01 35.1325081513865
1991-06-01 35.0208776495634
1991-07-01 34.8181048295491
1991-08-01 35.1687082698772
1991-09-01 35.2100647713854
1991-10-01 34.9190687086448
1991-11-01 34.9027281974010
1991-12-01 34.9675698389045
1992-01-01 35.2992876682071
1992-02-01 35.6782724809419
1992-03-01 35.5955576108932
1992-04-01 36.1408375917655
1992-05-01 36.2290956547045
1992-06-01 35.9687046016712
1992-07-01 35.7412399667032
1992-08-01 36.1030839875486
1992-09-01 36.3801489651787
1992-10-01 36.8436667478241
1992-11-01 36.9612566853239
1992-12-01 36.7943945939464
1993-01-01 37.3056578042644
1993-02-01 37.3348016823152
1993-03-01 36.7713234912252
1993-04-01 37.2274069709642
1993-05-01 37.6352778691798
1993-06-01 37.6136204350331
1993-07-01 37.5264447307106
1993-08-01 37.5329538376727
1993-09-01 37.7852073720750
1993-10-01 37.8619923888253
1993-11-01 37.7072891655406
1993-12-01 38.6308064718730
1994-01-01 38.6176495400905
1994-02-01 38.4697000050354
1994-03-01 39.1448903006530
1994-04-01 39.3526376037248
1994-05-01 39.2282431801391
1994-06-01 39.7760413946687
1994-07-01 40.1176446537812
1994-08-01 40.0643766584403
1994-09-01 40.0618160876291
1994-10-01 40.0800835002175
1994-11-01 40.3337646494746
1994-12-01 40.0191745051706
1995-01-01 40.6826652114401
1995-02-01 40.8081420300153
1995-03-01 41.7241072913560
1995-04-01 41.1687012572558
1995-05-01 41.2502435454536
1995-06-01 41.5382601354683
1995-07-01 42.3294791201612
1995-08-01 42.0364985656035
1995-09-01 41.5806125189765
1995-10-01 41.8065907815428
1995-11-01 41.5909855337907
1995-12-01 41.5991489031224
1996-01-01 41.1785918202355
1996-02-01 41.5125629171937
1996-03-01 42.3262292649924
1996-04-01 41.3234369543904
1996-05-01 41.2601803408489
1996-06-01 41.2128894655122
1996-07-01 41.2942369423720
1996-08-01 41.2132008337163
1996-09-01 41.0281625374319
1996-10-01 41.4379272844048
1996-11-01 41.4409006918285
1996-12-01 41.7698134531396
1997-01-01 42.3738680640521
1997-02-01 42.5163648701294
1997-03-01 42.6640886117097
1997-04-01 42.6587357246488
1997-05-01 43.0535108839539
1997-06-01 42.6641802166397
1997-07-01 43.0942549524685
1997-08-01 43.1211899822033
1997-09-01 43.4673420875027
1997-10-01 44.0636823830940
1997-11-01 43.6822729994115
1997-12-01 43.6849381671333
1998-01-01 43.1297970641009
1998-02-01 43.2230195312993
1998-03-01 43.3773370673860
1998-04-01 43.7991707937980
1998-05-01 43.6320347505582
1998-06-01 44.0333054743987
1998-07-01 43.5909637843278
1998-08-01 43.6260824383967
1998-09-01 44.1003087276775
1998-10-01 43.5914077595289
1998-11-01 43.8685720003606
1998-12-01 43.5987282137344
1999-01-01 43.2625232447127
1999-02-01 43.6802052690799
1999-03-01 43.2604793285210
1999-04-01 43.0042176027057
1999-05-01 43.2129310942962
1999-06-01 42.5875019632058
1999-07-01 44.0652331408931
1999-08-01 44.2321609604602
1999-09-01 43.8771793870645
1999-10-01 43.8084651687810
1999-11-01 43.9764951804549
1999-12-01 44.3727219151670
2000-01-01 44.7550618129828
2000-02-01 44.5481325842377
2000-03-01 44.2995116102799
2000-04-01 44.5998516865315
2000-05-01 44.6729758421496
2000-06-01 45.0700373802518
2000-07-01 44.6257374753947
2000-08-01 44.8288671451865
2000-09-01 44.6980670062604
2000-10-01 44.9978949023441
2000-11-01 45.2144266354117
2000-12-01 44.2661302851211
2001-01-01 45.2036618542286
2001-02-01 45.4292961934005
2001-03-01 46.0433329725109
2001-04-01 46.0871730151409
2001-05-01 45.8118158295688
2001-06-01 45.9598367477018
2001-07-01 46.1716352325875
2001-08-01 46.1551166741703
2001-09-01 45.9634446311635
2001-10-01 45.5389394927617
2001-11-01 45.2215484752904
2001-12-01 45.3777720233348
2002-01-01 45.1712523906918
2002-02-01 45.8082397375769
2002-03-01 45.8867779030169
2002-04-01 44.7598026997556
2002-05-01 44.9569707612016
2002-06-01 44.6750469940183
2002-07-01 44.9168422249361
2002-08-01 44.9033744189676
2002-09-01 44.9081496457220
2002-10-01 45.2624928515659
2002-11-01 45.2880425869362
2002-12-01 45.4729114516928
2003-01-01 45.9717957822044
2003-02-01 45.7618857299777
2003-03-01 46.1633331154632
2003-04-01 46.4665765720641
2003-05-01 46.7333411407668
2003-06-01 46.7423177216954
2003-07-01 46.5838828035492
2003-08-01 46.4744942065588
2003-09-01 46.3324624298382
2003-10-01 48.2714623527222
2003-11-01 47.7932296566541
2003-12-01 48.0408622761721
2004-01-01 48.5231116320729
2004-02-01 48.4874055816007
2004-03-01 48.6863414832538
2004-04-01 48.8038334613254
2004-05-01 49.0544326832439
2004-06-01 48.9689762570157
2004-07-01 49.4592891806219
2004-08-01 49.2001739730531
2004-09-01 49.3238861638098
2004-10-01 49.4057454375897
2004-11-01 49.3246315284409
2004-12-01 49.2812309947603
2005-01-01 49.0686399866009
2005-02-01 49.3965754133719
2005-03-01 49.4676834583458
2005-04-01 49.9755767087933
2005-05-01 49.8692767520991
2005-06-01 49.9597692027178
2005-07-01 50.2206638086154
2005-08-01 50.2790146926941
2005-09-01 50.5142942374575
2005-10-01 50.6590802750301
2005-11-01 51.0059487069273
2005-12-01 50.7744061380219
2006-01-01 51.2510444010848
2006-02-01 51.5287579045176
2006-03-01 51.8785829088726
2006-04-01 51.5317971032902
2006-05-01 51.6526613958033
2006-06-01 52.2384069481034
2006-07-01 51.9612114222498
2006-08-01 52.2192801782346
2006-09-01 51.4754133694875
2006-10-01 53.6327164817625
2006-11-01 53.4869174652868
2006-12-01 53.8716818893414
2007-01-01 53.0252082910984
2007-02-01 53.1725620121069
2007-03-01 52.9976557202141
2007-04-01 52.1868830393072
2007-05-01 52.5646212735893
2007-06-01 52.9180852406674
2007-07-01 53.0881146888240
2007-08-01 53.3597572618828
2007-09-01 53.1423019656949
2007-10-01 53.1103160396894
2007-11-01 53.1121842783558
2007-12-01 53.2651476352008
2008-01-01 53.4955468315826
2008-02-01 53.5362558498641
2008-03-01 53.5328547551973
2008-04-01 53.8013421989602
2008-05-01 53.9320231610471
2008-06-01 53.7189620967924
2008-07-01 53.6171354513733
2008-08-01 53.6169938330903
2008-09-01 52.7080236233617
2008-10-01 53.0759945910206
2008-11-01 53.0603007661806
2008-12-01 53.4756483300512
2009-01-01 53.2564854307122
2009-02-01 53.0017971526078
2009-03-01 52.4349233507722
2009-04-01 52.6884792492326
2009-05-01 52.8916377995917
2009-06-01 52.6540654443951
2009-07-01 52.4636346964376
2009-08-01 52.0835022010726
2009-09-01 52.3046166175020
2009-10-01 52.1481691925018
2009-11-01 51.6716474037768
2009-12-01 51.6638798584489
2010-01-01 51.7430520734895
2010-02-01 50.8473515837612
2010-03-01 51.1764202606675
2010-04-01 52.1482385305023
2010-05-01 52.2011737928433
2010-06-01 52.1323158662178
2010-07-01 52.3313752517148
2010-08-01 52.2811626469320
2010-09-01 52.7198605479300
2010-10-01 52.2043078231377
2010-11-01 52.3240548853401
2010-12-01 52.1662228427968
2011-01-01 52.5238935339392
2011-02-01 52.7583142827267
2011-03-01 52.7651124757205
2011-04-01 53.3056164543424
2011-05-01 53.6669241734257
2011-06-01 53.9138608502633
2011-07-01 54.2463717053463
2011-08-01 54.3857474265521
2011-09-01 54.9746295871109
2011-10-01 55.3826133885346
2011-11-01 55.5127185651050
2011-12-01 55.8506225459301
2012-01-01 55.8780377670923
2012-02-01 56.0303177482591
2012-03-01 56.3355729634221
2012-04-01 56.1756065938720
2012-05-01 56.2636966796737
2012-06-01 56.6458006127434
2012-07-01 56.5608104543094
2012-08-01 57.2878353665672
2012-09-01 57.0438840601885
2012-10-01 57.1734118512455
2012-11-01 57.3743586017663
2012-12-01 57.6528198883052
2013-01-01 57.5032251609445
2013-02-01 57.7755722302470
2013-03-01 58.1829015856793
2013-04-01 58.1593316159904
2013-05-01 57.9668932245753
2013-06-01 58.0947796909928
2013-07-01 58.3804557877127
2013-08-01 58.3544772501552
2013-09-01 58.4366917805598
2013-10-01 57.9137917580168
2013-11-01 59.5261817805883
2013-12-01 59.5744964816040
2014-01-01 58.8045577362520
2014-02-01 58.2079279542221
2014-03-01 58.7049973329554
2014-04-01 59.0430296307008
2014-05-01 59.7693252837565
2014-06-01 59.4574605562356
2014-07-01 59.0773643033035
2014-08-01 59.1151404571535
2014-09-01 59.4654801137791
2014-10-01 59.6514277448610
2014-11-01 59.6699009652731
2014-12-01 60.2273816398841
2015-01-01 60.5013535751967
2015-02-01 60.5295607998951
2015-03-01 60.3413022703398
2015-04-01 61.1211478373540
2015-05-01 61.9674759724357
2015-06-01 61.6541990053625
2015-07-01 62.4829761539925
2015-08-01 62.7738008997820
2015-09-01 63.5487406129803
2015-10-01 63.4273514300346
2015-11-01 63.7050512371129
2015-12-01 63.6390797797956
2016-01-01 63.9679422684330
2016-02-01 64.2611869671794
2016-03-01 64.5108650611012
2016-04-01 64.2937048574732
2016-05-01 64.3961225914584
2016-06-01 64.3116753694950
2016-07-01 64.7457774762440
2016-08-01 64.9593791035367
2016-09-01 65.3090178855428
2016-10-01 65.0879855657721
2016-11-01 65.3206215671333
2016-12-01 65.0883950098788
2017-01-01 64.6156741901239
2017-02-01 65.8222425235475
2017-03-01 66.1030513075224
2017-04-01 66.0843028516181
2017-05-01 65.9727714242327
2017-06-01 66.0059816006181
2017-07-01 65.9930753124232
2017-08-01 66.3491118232639
2017-09-01 66.0013209609235
2017-10-01 66.2738078380125
2017-11-01 66.0316453597552
2017-12-01 65.9331401481610
2018-01-01 66.0427428654130
2018-02-01 66.5405934962650
2018-03-01 66.6594525831658
2018-04-01 66.7922621017413
2018-05-01 67.1773230943721
2018-06-01 67.2550796168677
2018-07-01 66.8973806384438
2018-08-01 67.2132524423034
2018-09-01 66.5764819464814
2018-10-01 67.2748346653834
2018-11-01 67.6797797762870
2018-12-01 67.9545866410037
2019-01-01 67.8726386201424
2019-02-01 67.8654045814740
2019-03-01 67.7754888731745
2019-04-01 67.8223415979005
2019-05-01 67.4586112699466
2019-06-01 67.8975580553073
2019-07-01 68.1608459115046
2019-08-01 67.7515952288118
2019-09-01 67.8760848283514
2019-10-01 68.8181244869502
2019-11-01 68.8873079798996
2019-12-01 68.9903318411075
2020-01-01 69.2954686224747
2020-02-01 69.0932581437744
2020-03-01 66.8170216496988
2020-04-01 35.2770115766443
2020-05-01 35.2288608168581
2020-06-01 39.8479743997672
2020-07-01 46.9668270262809
2020-08-01 49.1544170522374
2020-09-01 52.7064124303006
2020-10-01 53.2607788713079
2020-11-01 54.4384980949916
2020-12-01 54.3403772810635
2021-01-01 54.9620119536448
2021-02-01 54.1205201692036
2021-03-01 53.9846373078807
2021-04-01 53.7223121340014
2021-05-01 55.7232784357043
2021-06-01 56.3682726523669
2021-07-01 59.7729849506429
2021-08-01 60.5769362464195
2021-09-01 61.0486973477977
2021-10-01 60.1937529843945
2021-11-01 61.0183258940081
2021-12-01 61.5673113727460
2022-01-01 61.9599785395019
2022-02-01 62.7642596037630
2022-03-01 62.7981053693088
2022-04-01 63.3695671917219
2022-05-01 63.5386546733741
2022-06-01 63.6710385909306
2022-07-01 65.0535049245812
2022-08-01 65.2365935557608
2022-09-01 65.3362498203077
2022-10-01 65.6839210275035
2022-11-01 65.8870202150229
2022-12-01 66.1808930904021
2023-01-01 66.8184399578913
2023-02-01 67.1964610387029
2023-03-01 67.1433953398433
2023-04-01 66.3900535395855
2023-05-01 67.1794541751314
2023-06-01 68.1216268663454
2023-07-01 68.0969856262806
2023-08-01 68.2667883569288
2023-09-01 67.8082963616929
2023-10-01 68.0215413518516
2023-11-01 68.2334223637513
2023-12-01 68.1885778332000
2024-01-01 68.1758257993049
2024-02-01 68.1264378262489
2024-03-01 68.5760844532995
2024-04-01 68.5097671077759
2024-05-01 68.6438703430614
2024-06-01 68.0433728889134
2024-07-01 68.2949513542248
2024-08-01 67.9416273489453
2024-09-01 68.4048077985037
2024-10-01 68.4078168470896
2024-11-01 68.2272106272921
2024-12-01 69.6765303584924
2025-01-01 69.1385135260900
2025-02-01 68.9651526751468
2025-03-01 69.2019550694309
2025-04-01 69.1079672078783
2025-05-01 69.6239564134143
2025-06-01 69.4164014427307
2025-07-01 68.7178740228025
2025-08-01 68.9327078455033
2025-09-01 69.2028957457699
2025-10-01 69.5718833905770
2025-11-01 69.1155402295450
2025-12-01 68.2967677951233
2026-01-01 68.2695487006119

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