Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality in Lakeland-Winter Haven, FL (MSA)

Title All Employees: Leisure and Hospitality in Lakeland-Winter Haven, FL (MSA)
Series ID LAKE412LEIH
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 2025-11-01
Last Updated 2026-01-07 9:52 PM 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 15.2195454499367
1990-02-01 15.2483292673343
1990-03-01 15.1713681970977
1990-04-01 15.3002060484227
1990-05-01 15.1466591508165
1990-06-01 15.2041921950522
1990-07-01 15.1108938609754
1990-08-01 15.2186578664678
1990-09-01 14.8588699658881
1990-10-01 14.5859452015701
1990-11-01 14.4709602970056
1990-12-01 14.3952977049624
1991-01-01 14.5234001373517
1991-02-01 14.6651675049604
1991-03-01 14.1995393915011
1991-04-01 14.2501581900341
1991-05-01 14.0657227471032
1991-06-01 14.1307777041048
1991-07-01 14.0877551556753
1991-08-01 13.9938955299235
1991-09-01 13.8345946703387
1991-10-01 13.7558318113969
1991-11-01 13.7662885075019
1991-12-01 13.5732092655856
1992-01-01 13.5255943613641
1992-02-01 13.4853602523158
1992-03-01 13.5020687902276
1992-04-01 13.3024598550387
1992-05-01 13.3741997061475
1992-06-01 13.2655258712612
1992-07-01 13.1654653411477
1992-08-01 13.2758993918331
1992-09-01 13.4328021861321
1992-10-01 13.6557835074516
1992-11-01 13.6774350562215
1992-12-01 13.6589024813327
1993-01-01 13.2264324467501
1993-02-01 13.1889534933944
1993-03-01 13.5591216479724
1993-04-01 13.8962009562022
1993-05-01 13.6539203396815
1993-06-01 13.5874798449185
1993-07-01 13.5687509624838
1993-08-01 13.4796556186367
1993-09-01 13.4423846463099
1993-10-01 13.5612602272524
1993-11-01 13.4913803504592
1993-12-01 13.6464514040511
1994-01-01 13.6146759358302
1994-02-01 13.7705099234666
1994-03-01 13.8968439044213
1994-04-01 14.3979718289047
1994-05-01 14.7221826733185
1994-06-01 14.8057207904412
1994-07-01 14.8882381094708
1994-08-01 15.0032149967932
1994-09-01 15.1997799282560
1994-10-01 15.1357895448108
1994-11-01 15.2535098782757
1994-12-01 15.3548077109912
1995-01-01 14.0887703330916
1995-02-01 14.2514692605087
1995-03-01 14.1536818737854
1995-04-01 14.0275653242328
1995-05-01 13.8610686622523
1995-06-01 13.8490381815868
1995-07-01 14.2686771642246
1995-08-01 14.2896724516745
1995-09-01 14.1757255191363
1995-10-01 13.7833885863664
1995-11-01 14.1335107120756
1995-12-01 14.1349655242604
1996-01-01 14.2633318272942
1996-02-01 14.1416756500883
1996-03-01 14.2467643835918
1996-04-01 14.0319204494532
1996-05-01 14.0769818146764
1996-06-01 14.0785362708532
1996-07-01 14.1620799228312
1996-08-01 14.0782495697675
1996-09-01 14.0770746689313
1996-10-01 14.1777887534039
1996-11-01 14.3172970009848
1996-12-01 14.4186577665550
1997-01-01 14.7573520864938
1997-02-01 15.1368492990670
1997-03-01 14.9416466559748
1997-04-01 14.8081290114609
1997-05-01 14.8803718763881
1997-06-01 14.9054940196255
1997-07-01 14.7587962196394
1997-08-01 14.8960267288340
1997-09-01 14.7980480373020
1997-10-01 14.5413564296379
1997-11-01 14.4563563465356
1997-12-01 14.4786185763169
1998-01-01 14.5823794942286
1998-02-01 14.5829617067948
1998-03-01 14.4116180915747
1998-04-01 14.5338251725976
1998-05-01 14.5302444102135
1998-06-01 14.5410084052670
1998-07-01 14.5385282818935
1998-08-01 14.3778401904232
1998-09-01 14.5909449760961
1998-10-01 14.6756846063153
1998-11-01 14.7767780400048
1998-12-01 14.8124111271912
1999-01-01 14.8245373482813
1999-02-01 15.0320058623930
1999-03-01 14.9583163343413
1999-04-01 15.3286213587744
1999-05-01 15.4632938600881
1999-06-01 15.6717117754388
1999-07-01 15.2191271493619
1999-08-01 15.2815640367706
1999-09-01 15.1951915166684
1999-10-01 15.3319193000263
1999-11-01 15.1818015576162
1999-12-01 15.2361275873164
2000-01-01 15.1857183105546
2000-02-01 15.0846303803932
2000-03-01 15.3030650792205
2000-04-01 15.4560259861041
2000-05-01 15.5268480977508
2000-06-01 15.7034024388634
2000-07-01 16.0042980116878
2000-08-01 15.9569306415908
2000-09-01 15.9970826288122
2000-10-01 16.0030908347714
2000-11-01 16.0111895815767
2000-12-01 16.0741301592281
2001-01-01 15.5293425944697
2001-02-01 15.5268460804995
2001-03-01 15.6248900950554
2001-04-01 15.3046110632750
2001-05-01 15.5769356053210
2001-06-01 15.7208685131155
2001-07-01 15.8753241296672
2001-08-01 15.9130355321282
2001-09-01 16.0712051560408
2001-10-01 16.4025162765365
2001-11-01 16.6697832453112
2001-12-01 16.8528703237415
2002-01-01 16.9866617162790
2002-02-01 16.7417458875026
2002-03-01 16.5957477658007
2002-04-01 16.5025944215687
2002-05-01 16.4853250777406
2002-06-01 16.5096554905613
2002-07-01 16.5833684748028
2002-08-01 16.6859855929941
2002-09-01 16.6406359113778
2002-10-01 16.6330960671041
2002-11-01 16.6785517140541
2002-12-01 16.6827853196507
2003-01-01 16.4821819494811
2003-02-01 16.4393564544517
2003-03-01 16.3919644170667
2003-04-01 16.3325583111141
2003-05-01 15.8826446440346
2003-06-01 15.8736549263617
2003-07-01 15.7878824886808
2003-08-01 15.6533551778189
2003-09-01 15.4683457242625
2003-10-01 15.3341133357350
2003-11-01 14.8180196316987
2003-12-01 14.9467113397800
2004-01-01 15.2659676526647
2004-02-01 15.7294613122148
2004-03-01 15.4989340728982
2004-04-01 15.5536991007679
2004-05-01 15.9542014035044
2004-06-01 15.9276829181210
2004-07-01 16.0097141243872
2004-08-01 16.1494301216904
2004-09-01 16.1377234631944
2004-10-01 17.0175634345747
2004-11-01 17.0771976499829
2004-12-01 17.1051836597115
2005-01-01 17.0964846381250
2005-02-01 17.3114695348771
2005-03-01 17.2173709408817
2005-04-01 17.3047144442267
2005-05-01 17.2948608488615
2005-06-01 17.2734365074340
2005-07-01 17.1255317630089
2005-08-01 17.1550949783324
2005-09-01 17.4326037877334
2005-10-01 17.3611576432963
2005-11-01 17.5290915608058
2005-12-01 17.5627103436601
2006-01-01 17.8228290769475
2006-02-01 17.7005955879839
2006-03-01 17.7670713711004
2006-04-01 17.7779815631240
2006-05-01 17.5531127328038
2006-06-01 17.8324361074561
2006-07-01 17.7145008367122
2006-08-01 17.7844664311295
2006-09-01 17.8376825716012
2006-10-01 17.9062932874114
2006-11-01 17.6708376993594
2006-12-01 17.6946687737212
2007-01-01 17.8325253813810
2007-02-01 17.7949296735410
2007-03-01 17.9325267675722
2007-04-01 17.6608020578659
2007-05-01 17.9086194122354
2007-06-01 18.1035505068331
2007-07-01 18.3006686488201
2007-08-01 18.5188233455425
2007-09-01 18.5774352099816
2007-10-01 18.6529140530318
2007-11-01 18.8251074148033
2007-12-01 18.8147897482863
2008-01-01 18.6582545844068
2008-02-01 18.6775860772259
2008-03-01 18.4808993916666
2008-04-01 18.2908831792970
2008-05-01 18.3713951861051
2008-06-01 18.3013773694039
2008-07-01 18.2897026891723
2008-08-01 18.1466538869658
2008-09-01 17.9029257491389
2008-10-01 17.7287909413813
2008-11-01 17.7449989428884
2008-12-01 17.3092833546717
2009-01-01 17.5353799615281
2009-02-01 17.4734898076549
2009-03-01 17.5053505792475
2009-04-01 17.4734546237482
2009-05-01 17.5684118921905
2009-06-01 17.4007895081917
2009-07-01 17.4924633737757
2009-08-01 17.1493565667674
2009-09-01 17.2326874456677
2009-10-01 17.2126791000546
2009-11-01 17.0564848268893
2009-12-01 17.1092532922996
2010-01-01 16.9065793566446
2010-02-01 16.9638236757274
2010-03-01 17.0336970447014
2010-04-01 17.0564170878716
2010-05-01 16.9679725826322
2010-06-01 16.8972316095310
2010-07-01 16.7102182535285
2010-08-01 16.6555119528720
2010-09-01 16.5400603328697
2010-10-01 16.5793499469967
2010-11-01 16.4568106280497
2010-12-01 16.5961783405945
2011-01-01 17.3781222318325
2011-02-01 17.4642026036534
2011-03-01 17.4447173062993
2011-04-01 17.5412339988279
2011-05-01 17.3555011472269
2011-06-01 17.2694242827826
2011-07-01 17.5507374607874
2011-08-01 17.5727802623735
2011-09-01 18.2929467682973
2011-10-01 18.6289230559345
2011-11-01 18.4781893726895
2011-12-01 18.4824243992835
2012-01-01 18.6537287497090
2012-02-01 18.5742390040776
2012-03-01 18.6412037833974
2012-04-01 18.8269409556297
2012-05-01 18.8338195852484
2012-06-01 19.2328313269740
2012-07-01 18.9773230540244
2012-08-01 19.0940523409258
2012-09-01 18.8970821810896
2012-10-01 18.9151861385030
2012-11-01 18.9544277400478
2012-12-01 18.9474295399312
2013-01-01 19.0285657065124
2013-02-01 19.1092727426455
2013-03-01 18.9784781006040
2013-04-01 19.2803715373164
2013-05-01 19.8244721314098
2013-06-01 19.7016674917092
2013-07-01 19.7712492029710
2013-08-01 19.9932968868554
2013-09-01 19.9043257850015
2013-10-01 19.9373095877624
2013-11-01 19.9279147303780
2013-12-01 20.1061971767318
2014-01-01 20.3424488238382
2014-02-01 20.3475999959746
2014-03-01 20.4777500957148
2014-04-01 20.3222325714832
2014-05-01 20.5162067522309
2014-06-01 20.4801046455697
2014-07-01 20.6352956019908
2014-08-01 20.5813876625677
2014-09-01 20.8987457038776
2014-10-01 21.2691724014336
2014-11-01 21.5267363424234
2014-12-01 21.7797359034504
2015-01-01 21.5678586089005
2015-02-01 21.5749177905454
2015-03-01 21.6693000249417
2015-04-01 21.8526895777014
2015-05-01 21.8009377461138
2015-06-01 22.3567480027039
2015-07-01 22.2932197076993
2015-08-01 22.1734752590066
2015-09-01 22.4088887816412
2015-10-01 22.2788131178917
2015-11-01 22.5246144416194
2015-12-01 22.5783038936107
2016-01-01 22.5975126076047
2016-02-01 22.6735954987907
2016-03-01 22.8508324085905
2016-04-01 22.9760639015457
2016-05-01 23.2169440979149
2016-06-01 23.1892656660134
2016-07-01 22.9329920283388
2016-08-01 23.1425222168557
2016-09-01 23.1961957790498
2016-10-01 23.1567231258552
2016-11-01 23.2250242462404
2016-12-01 23.4116935646332
2017-01-01 23.2014894426571
2017-02-01 23.3426235347709
2017-03-01 23.5628503233929
2017-04-01 23.7148632529421
2017-05-01 24.0651882477028
2017-06-01 24.2317675619121
2017-07-01 23.6841067473359
2017-08-01 23.6942914437058
2017-09-01 23.0735838913686
2017-10-01 23.4929183721650
2017-11-01 23.4031521725548
2017-12-01 23.4445931903245
2018-01-01 23.7101481285409
2018-02-01 23.8076429412020
2018-03-01 23.8128384614706
2018-04-01 23.7641194436865
2018-05-01 23.8404856712805
2018-06-01 23.9902249577707
2018-07-01 24.3316000539235
2018-08-01 24.4447569180128
2018-09-01 24.4695621593989
2018-10-01 24.5332591841414
2018-11-01 24.4921948753723
2018-12-01 24.3810419205441
2019-01-01 24.6198502890573
2019-02-01 24.6749126730820
2019-03-01 24.8532357715973
2019-04-01 24.6919192972860
2019-05-01 24.5914427842586
2019-06-01 24.5292116454997
2019-07-01 24.5923260043158
2019-08-01 24.6130390422132
2019-09-01 24.5331120851991
2019-10-01 24.6576162669106
2019-11-01 24.5722831935133
2019-12-01 24.6123983824192
2020-01-01 24.7252214673194
2020-02-01 24.7654878682555
2020-03-01 24.4055994224436
2020-04-01 15.6529984125212
2020-05-01 17.9149368120422
2020-06-01 20.3663407641650
2020-07-01 20.6864882603553
2020-08-01 20.5904645449665
2020-09-01 21.1398549620602
2020-10-01 22.0665144636959
2020-11-01 22.1596630461407
2020-12-01 22.5298863313065
2021-01-01 22.3888394447833
2021-02-01 22.6688313910461
2021-03-01 22.7582080589753
2021-04-01 23.0308667663687
2021-05-01 23.8766397901877
2021-06-01 24.6220050626464
2021-07-01 24.7258846652188
2021-08-01 24.8247580454814
2021-09-01 25.0215427216253
2021-10-01 25.2146460542753
2021-11-01 25.3027355890944
2021-12-01 25.4596933101946
2022-01-01 25.3124193308465
2022-02-01 25.4510739501556
2022-03-01 25.7962649158726
2022-04-01 26.4458479327792
2022-05-01 26.2470622955942
2022-06-01 26.3865012776071
2022-07-01 26.3888990672171
2022-08-01 26.5727140181118
2022-09-01 26.5854045478533
2022-10-01 26.5520255157905
2022-11-01 26.4564508761951
2022-12-01 26.4699900685667
2023-01-01 26.9035808467037
2023-02-01 27.0323626142055
2023-03-01 27.1457530557201
2023-04-01 26.8941577883800
2023-05-01 26.8176095728810
2023-06-01 26.9739530642533
2023-07-01 26.7548777969533
2023-08-01 26.9179530074574
2023-09-01 27.0743108581727
2023-10-01 26.9833431412126
2023-11-01 26.8918444095840
2023-12-01 26.5768449266656
2024-01-01 26.9609579096443
2024-02-01 26.9136036360898
2024-03-01 27.0132821217156
2024-04-01 26.6680441150298
2024-05-01 26.3964215351526
2024-06-01 26.3868586330485
2024-07-01 26.2033463153791
2024-08-01 26.2549118743184
2024-09-01 26.3801412676721
2024-10-01 26.1777860823325
2024-11-01 26.4022428781723
2024-12-01 26.5740442827760
2025-01-01 26.5192807378605
2025-02-01 26.3934356961927
2025-03-01 26.2098994389803
2025-04-01 26.4545437640546
2025-05-01 26.6755584208180
2025-06-01 26.5024748983262
2025-07-01 26.7397733293157
2025-08-01 26.5865655465857
2025-09-01 26.1028583756130
2025-10-01 26.7970694972276
2025-11-01 26.6915347786810

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