Table Data - All Employees: Leisure and Hospitality in Mansfield, OH (MSA)

Title All Employees: Leisure and Hospitality in Mansfield, OH (MSA)
Series ID MANS939LEIH
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 2026-04-01
Last Updated 2026-05-26 2:54 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 5.13347818839028
1990-02-01 4.91177890763079
1990-03-01 4.83778027089105
1990-04-01 4.87855144245100
1990-05-01 4.80447523441481
1990-06-01 4.83091145182430
1990-07-01 4.70295054087012
1990-08-01 4.72259668534018
1990-09-01 4.72953110246267
1990-10-01 4.67428290155812
1990-11-01 4.65524344282692
1990-12-01 4.61494737963180
1991-01-01 4.53562348680003
1991-02-01 4.51267049051616
1991-03-01 4.53688614922560
1991-04-01 4.48570483833728
1991-05-01 4.50763861828655
1991-06-01 4.42963693666456
1991-07-01 4.39142875245589
1991-08-01 4.31652654010313
1991-09-01 4.43105137309184
1991-10-01 4.48393866901713
1991-11-01 4.44846295276260
1991-12-01 4.41888506845841
1992-01-01 4.63721412616371
1992-02-01 4.71479793431142
1992-03-01 4.74071983749183
1992-04-01 4.78800048468076
1992-05-01 4.80938102284853
1992-06-01 4.83022961276783
1992-07-01 4.87203835127561
1992-08-01 4.90594999916070
1992-09-01 4.83863834307393
1992-10-01 4.90356000540891
1992-11-01 4.84185122148522
1992-12-01 4.81964033498233
1993-01-01 4.63635642947540
1993-02-01 4.71344049322150
1993-03-01 4.74371194945793
1993-04-01 4.69204071928933
1993-05-01 4.71503521930527
1993-06-01 4.72274886008992
1993-07-01 4.95320772235475
1993-08-01 4.89273587455787
1993-09-01 4.95541995906112
1993-10-01 4.92755380649044
1993-11-01 4.83522427883673
1993-12-01 5.01750499554516
1994-01-01 5.03498582687812
1994-02-01 5.11310673905812
1994-03-01 5.15308831943166
1994-04-01 5.08324608020554
1994-05-01 5.00896939185477
1994-06-01 5.21906251708792
1994-07-01 5.24549457437341
1994-08-01 5.18001575396208
1994-09-01 5.16619823633479
1994-10-01 5.15909247136489
1994-11-01 5.23732009161687
1994-12-01 5.11840687839065
1995-01-01 5.22702903166071
1995-02-01 5.19914747289812
1995-03-01 5.16819870571648
1995-04-01 5.37300253723415
1995-05-01 5.29453673143043
1995-06-01 5.30627621330491
1995-07-01 5.35778635894253
1995-08-01 5.37088379540130
1995-09-01 5.38094283616886
1995-10-01 5.37679394138236
1995-11-01 5.44317355639801
1995-12-01 5.52975028351833
1996-01-01 5.42112249235685
1996-02-01 5.38095012912017
1996-03-01 5.48773266321953
1996-04-01 5.24760484698316
1996-05-01 5.26528400448202
1996-06-01 5.39913613383128
1996-07-01 5.38500144043805
1996-08-01 5.37082510282170
1996-09-01 5.28895767283076
1996-10-01 5.48519164573592
1996-11-01 5.76066027967774
1996-12-01 5.63922229147556
1997-01-01 5.41016471120108
1997-02-01 5.45427120845653
1997-03-01 5.70451508782434
1997-04-01 5.83753589277533
1997-05-01 5.83939499497044
1997-06-01 5.69170577799674
1997-07-01 5.70980285005310
1997-08-01 5.87483965735321
1997-09-01 5.69660838990805
1997-10-01 5.47896749169733
1997-11-01 5.47596243608191
1997-12-01 5.34512757670764
1998-01-01 5.40062743775001
1998-02-01 5.33888263083779
1998-03-01 5.12738516787138
1998-04-01 5.12218119549616
1998-05-01 5.12093219197836
1998-06-01 5.09731109030093
1998-07-01 4.92125068021313
1998-08-01 5.07661002643611
1998-09-01 4.99489303265887
1998-10-01 5.17453847349559
1998-11-01 5.08513764136050
1998-12-01 5.04097915521500
1999-01-01 5.09135997626375
1999-02-01 5.22668304667467
1999-03-01 5.35497379812282
1999-04-01 5.32375523489911
1999-05-01 5.32418391255505
1999-06-01 5.30337495036413
1999-07-01 5.21040761418221
1999-08-01 5.17616107600342
1999-09-01 5.19305785986435
1999-10-01 5.15658429555566
1999-11-01 5.08489058294419
1999-12-01 5.13316723145229
2000-01-01 5.18955510437422
2000-02-01 5.13298594442128
2000-03-01 4.88257698495505
2000-04-01 5.02065563800455
2000-05-01 5.14149736308307
2000-06-01 5.12041626025106
2000-07-01 5.38068733188730
2000-08-01 5.17515954522321
2000-09-01 5.28739734945217
2000-10-01 5.23665172629412
2000-11-01 5.38447795042785
2000-12-01 5.40683143875573
2001-01-01 5.49219219212864
2001-02-01 5.44514491695753
2001-03-01 5.50413518324421
2001-04-01 5.64005950980098
2001-05-01 5.56779793723709
2001-06-01 5.63494242665177
2001-07-01 5.64239060304486
2001-08-01 5.66911338814241
2001-09-01 5.58214905088427
2001-10-01 5.61889665846768
2001-11-01 5.68042609288221
2001-12-01 5.67970162780330
2002-01-01 5.59770068011936
2002-02-01 5.66026315703719
2002-03-01 5.61770714141401
2002-04-01 5.66002519380818
2002-05-01 5.59303781735432
2002-06-01 5.65156160730127
2002-07-01 5.70733657160135
2002-08-01 5.65864846335035
2002-09-01 5.67492332153699
2002-10-01 5.70990544357707
2002-11-01 5.57912719733533
2002-12-01 5.55965840417437
2003-01-01 5.60579280973182
2003-02-01 5.55702677198920
2003-03-01 5.62540128662775
2003-04-01 5.68685638030104
2003-05-01 5.71205912780362
2003-06-01 5.65626578332665
2003-07-01 5.78778692847951
2003-08-01 5.75084933857351
2003-09-01 6.07241984901446
2003-10-01 5.90192275878227
2003-11-01 5.67432014855834
2003-12-01 5.76029472882544
2004-01-01 5.60935636391278
2004-02-01 5.54702902204041
2004-03-01 5.52497782527977
2004-04-01 5.40992129349864
2004-05-01 5.61680938054108
2004-06-01 5.45223410011008
2004-07-01 5.38309140426356
2004-08-01 5.45015405856970
2004-09-01 5.36974506934955
2004-10-01 5.30300589911423
2004-11-01 5.47564129864233
2004-12-01 5.66065756116722
2005-01-01 5.51289108931924
2005-02-01 5.53226502470415
2005-03-01 5.51834904962653
2005-04-01 5.43652005737280
2005-05-01 5.41041520777224
2005-06-01 5.43664478564074
2005-07-01 5.48742734823078
2005-08-01 5.45179190944729
2005-09-01 5.46549194062144
2005-10-01 5.41834234132549
2005-11-01 5.37388636310349
2005-12-01 5.26748284569836
2006-01-01 5.41107992567354
2006-02-01 5.53010271618727
2006-03-01 5.51230935688089
2006-04-01 5.54681341585301
2006-05-01 5.49846573473625
2006-06-01 5.51729650957553
2006-07-01 5.48955740168213
2006-08-01 5.45610276662234
2006-09-01 5.46167522686422
2006-10-01 5.53544744059813
2006-11-01 5.58033871042285
2006-12-01 5.37132777519399
2007-01-01 5.51656081995778
2007-02-01 5.43479505586961
2007-03-01 5.30838946004677
2007-04-01 5.34164733193884
2007-05-01 5.38660105630189
2007-06-01 5.49629484785708
2007-07-01 5.28682602102345
2007-08-01 5.36254836657303
2007-09-01 5.35951161169608
2007-10-01 5.34774726579833
2007-11-01 5.39190895297568
2007-12-01 5.47995005839570
2008-01-01 5.41477101423728
2008-02-01 5.45023595591554
2008-03-01 5.50708552870901
2008-04-01 5.32913654940650
2008-05-01 5.37333549238296
2008-06-01 5.38369625070049
2008-07-01 5.37629516356456
2008-08-01 5.36520444156721
2008-09-01 5.35569933270540
2008-10-01 5.25492097707639
2008-11-01 5.22121955964853
2008-12-01 5.18204515947328
2009-01-01 5.11849754348841
2009-02-01 5.05964918844117
2009-03-01 4.99774343181918
2009-04-01 5.21535180137928
2009-05-01 5.17152619340059
2009-06-01 5.27587185442850
2009-07-01 5.06401552176287
2009-08-01 4.96145655201045
2009-09-01 4.95328250506160
2009-10-01 4.95972886545616
2009-11-01 4.95257298894615
2009-12-01 4.68857956332623
2010-01-01 5.01678889240758
2010-02-01 4.86609383257263
2010-03-01 4.78649764505224
2010-04-01 4.90227634289060
2010-05-01 4.87300356025055
2010-06-01 4.87382439650845
2010-07-01 4.84616078795085
2010-08-01 4.86070186421399
2010-09-01 4.85608051055360
2010-10-01 4.85886683949997
2010-11-01 4.88841572960200
2010-12-01 4.89513788148952
2011-01-01 4.91560334201620
2011-02-01 4.85739266160647
2011-03-01 4.97298012892818
2011-04-01 4.69043823683242
2011-05-01 4.78049738130787
2011-06-01 4.77394310769536
2011-07-01 4.83562296811985
2011-08-01 4.86101737036350
2011-09-01 4.86704008797253
2011-10-01 4.85657632052205
2011-11-01 4.80577462017239
2011-12-01 4.90447638840557
2012-01-01 4.90862473556959
2012-02-01 5.04673202214140
2012-03-01 5.25942966304175
2012-04-01 5.09026884458809
2012-05-01 4.98484404515214
2012-06-01 4.87820846541199
2012-07-01 5.02936485579032
2012-08-01 5.05972699800077
2012-09-01 5.07796086910018
2012-10-01 5.05664457163478
2012-11-01 5.01527423714022
2012-12-01 4.70965533077836
2013-01-01 5.00740329835802
2013-02-01 4.93055517257611
2013-03-01 4.94155474903895
2013-04-01 4.99559429460039
2013-05-01 5.08873063165377
2013-06-01 5.08631019060710
2013-07-01 5.13105284000471
2013-08-01 5.06330144618696
2013-09-01 5.08284963527669
2013-10-01 5.15238494893751
2013-11-01 5.10769084346464
2013-12-01 5.21766118252529
2014-01-01 5.20989316589804
2014-02-01 5.22759285140935
2014-03-01 5.42516334160812
2014-04-01 5.19962077273345
2014-05-01 5.08430314187771
2014-06-01 5.19560505588211
2014-07-01 5.13028016589840
2014-08-01 5.17625725899784
2014-09-01 5.08867484654963
2014-10-01 5.04394635736534
2014-11-01 5.19834743774062
2014-12-01 5.12095560790761
2015-01-01 5.11573841647145
2015-02-01 5.12286051568520
2015-03-01 5.11334939970113
2015-04-01 5.10019930563343
2015-05-01 5.07571845867749
2015-06-01 5.10356870395027
2015-07-01 5.13914244387958
2015-08-01 5.19688083719482
2015-09-01 5.19396116561988
2015-10-01 5.13401173718627
2015-11-01 5.17987125601934
2015-12-01 5.02056028946780
2016-01-01 5.21765486884129
2016-02-01 5.22080308099756
2016-03-01 5.20388498324098
2016-04-01 5.19926026857933
2016-05-01 5.27039305530024
2016-06-01 5.21638929523921
2016-07-01 5.24870333832018
2016-08-01 5.22133928307930
2016-09-01 5.29958448144774
2016-10-01 5.32388259293490
2016-11-01 5.26294955397867
2016-12-01 5.21021258013203
2017-01-01 5.21278904600625
2017-02-01 5.20746866079394
2017-03-01 5.30501613643788
2017-04-01 5.29881584675199
2017-05-01 5.27409331610281
2017-06-01 5.42887788096987
2017-07-01 5.36327075202769
2017-08-01 5.35344379744729
2017-09-01 5.30191168393789
2017-10-01 5.31222306160080
2017-11-01 5.23797052530723
2017-12-01 5.29741682037255
2018-01-01 5.19455643434860
2018-02-01 5.29777236575149
2018-03-01 5.31234525245562
2018-04-01 5.29979260211239
2018-05-01 5.38879226047350
2018-06-01 5.33830113421940
2018-07-01 5.27217669136997
2018-08-01 5.28347722919412
2018-09-01 5.31200494735980
2018-10-01 5.30385723100359
2018-11-01 5.31711602834359
2018-12-01 5.48266850161173
2019-01-01 5.37000697624578
2019-02-01 5.37333712135095
2019-03-01 5.32016866337449
2019-04-01 5.50494989604790
2019-05-01 5.50894380707644
2019-06-01 5.44095643745750
2019-07-01 5.49071222483167
2019-08-01 5.50734033735641
2019-09-01 5.52201520514925
2019-10-01 5.60707221022918
2019-11-01 5.69838248003833
2019-12-01 5.67418993726890
2020-01-01 5.63755014991017
2020-02-01 5.64670694192896
2020-03-01 5.52047238252564
2020-04-01 3.10555930378784
2020-05-01 3.63425463326131
2020-06-01 4.64026363626096
2020-07-01 4.91097062075267
2020-08-01 4.91612099964031
2020-09-01 5.03984217539092
2020-10-01 5.01598909906703
2020-11-01 5.09041449217159
2020-12-01 5.07577710335331
2021-01-01 5.10732842486568
2021-02-01 5.01424109642370
2021-03-01 4.91428922859485
2021-04-01 5.10247236455748
2021-05-01 5.15190633395559
2021-06-01 5.23659981189278
2021-07-01 5.33481785088814
2021-08-01 5.31706704759162
2021-09-01 5.35264193088251
2021-10-01 5.43092210015587
2021-11-01 5.59265713724585
2021-12-01 5.38473984975118
2022-01-01 5.38038998375743
2022-02-01 5.49904731137751
2022-03-01 5.59499159316047
2022-04-01 5.39540229694029
2022-05-01 5.36564303441328
2022-06-01 5.32822322713139
2022-07-01 5.25239376983816
2022-08-01 5.30694884859935
2022-09-01 5.36771475081791
2022-10-01 5.33981044945269
2022-11-01 5.40084743949947
2022-12-01 5.49900999959903
2023-01-01 5.57630839040056
2023-02-01 5.59236806913040
2023-03-01 5.57526833474116
2023-04-01 5.58122378888479
2023-05-01 5.56386562356304
2023-06-01 5.62074554416905
2023-07-01 5.56865182634262
2023-08-01 5.59601116227420
2023-09-01 5.47279170377303
2023-10-01 5.55066241037134
2023-11-01 5.50929312207456
2023-12-01 5.50702453916043
2024-01-01 5.58024014906399
2024-02-01 5.60303908986411
2024-03-01 5.95868842621865
2024-04-01 5.66816402168262
2024-05-01 5.65846444629257
2024-06-01 5.51449818051099
2024-07-01 5.57530026691070
2024-08-01 5.58453537091345
2024-09-01 5.57841668967864
2024-10-01 5.55172465171826
2024-11-01 5.61093362950254
2024-12-01 5.81244670330694
2025-01-01 5.69515180796530
2025-02-01 5.61767227977826
2025-03-01 5.65202535168034
2025-04-01 5.45625257456026
2025-05-01 5.55035491016248
2025-06-01 5.61360849509877
2025-07-01 5.57470117121496
2025-08-01 5.57821103583833
2025-09-01 5.57600689679311
2025-10-01 5.55396757387802
2025-11-01 5.50854979117346
2025-12-01 5.41102183577048
2026-01-01 5.30457313930996
2026-02-01 5.23629154212632
2026-03-01 5.34810880523999
2026-04-01 5.45469292768926

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