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 2025-12-01
Last Updated 2026-01-28 4:03 AM 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 5.13347818839028
1990-02-01 4.91177890763079
1990-03-01 4.83778027089106
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 5.15308831943165
1994-04-01 5.08324608020553
1994-05-01 5.00896939185477
1994-06-01 5.21906251708792
1994-07-01 5.24549457437341
1994-08-01 5.18001575396209
1994-09-01 5.16619823633480
1994-10-01 5.15909247136489
1994-11-01 5.23732009161686
1994-12-01 5.11840687839064
1995-01-01 5.22702903166069
1995-02-01 5.19914747289811
1995-03-01 5.16819870571646
1995-04-01 5.37300253723414
1995-05-01 5.29453673143044
1995-06-01 5.30627621330492
1995-07-01 5.35778635894256
1995-08-01 5.37088379540134
1995-09-01 5.38094283616889
1995-10-01 5.37679394138237
1995-11-01 5.44317355639799
1995-12-01 5.52975028351828
1996-01-01 5.42112249235678
1996-02-01 5.38095012912011
1996-03-01 5.48773266321956
1996-04-01 5.24760484698314
1996-05-01 5.26528400448203
1996-06-01 5.39913613383130
1996-07-01 5.38500144043812
1996-08-01 5.37082510282180
1996-09-01 5.28895767283086
1996-10-01 5.48519164573600
1996-11-01 5.76066027967779
1996-12-01 5.63922229147557
1997-01-01 5.41016471120022
1997-02-01 5.45427120845652
1997-03-01 5.70451508782451
1997-04-01 5.83753589277545
1997-05-01 5.83939499497065
1997-06-01 5.69170577799700
1997-07-01 5.70980285005338
1997-08-01 5.87483965735343
1997-09-01 5.69660838990814
1997-10-01 5.47896749169720
1997-11-01 5.47596243608148
1997-12-01 5.34512757670693
1998-01-01 5.40062743774755
1998-02-01 5.33888263083732
1998-03-01 5.12738516787181
1998-04-01 5.12218119549781
1998-05-01 5.12093219198132
1998-06-01 5.09731109030425
1998-07-01 4.92125068021548
1998-08-01 5.07661002643647
1998-09-01 4.99489303265685
1998-10-01 5.17453847349115
1998-11-01 5.08513764135454
1998-12-01 5.04097915520921
1999-01-01 5.09135997625748
1999-02-01 5.22668304667445
1999-03-01 5.35497379812690
1999-04-01 5.32375523490887
1999-05-01 5.32418391256907
1999-06-01 5.30337495037824
1999-07-01 5.21040761419148
1999-08-01 5.17616107600452
1999-09-01 5.19305785985683
1999-10-01 5.15658429552822
1999-11-01 5.08489058292482
1999-12-01 5.13316723143352
2000-01-01 5.18955510435730
2000-02-01 5.13298594441389
2000-03-01 4.88257698495679
2000-04-01 5.02065563802435
2000-05-01 5.14149736312154
2000-06-01 5.12041626030685
2000-07-01 5.38068733195137
2000-08-01 5.17515954527740
2000-09-01 5.28739734947224
2000-10-01 5.23665172610644
2000-11-01 5.38447795038080
2000-12-01 5.40683143868608
2001-01-01 5.49219219205864
2001-02-01 5.44514491690958
2001-03-01 5.50413518322714
2001-04-01 5.64005950998757
2001-05-01 5.56779793731249
2001-06-01 5.63494242676535
2001-07-01 5.64239060318790
2001-08-01 5.66911338827755
2001-09-01 5.58214905095172
2001-10-01 5.61889665801482
2001-11-01 5.68042609279544
2001-12-01 5.67970162756085
2002-01-01 5.59770067996689
2002-02-01 5.66026315693814
2002-03-01 5.61770714141460
2002-04-01 5.66002519426217
2002-05-01 5.59303781761317
2002-06-01 5.65156160766060
2002-07-01 5.70733657198386
2002-08-01 5.65864846359612
2002-09-01 5.67492332149489
2002-10-01 5.70990544263933
2002-11-01 5.57912719712491
2002-12-01 5.55965840133373
2003-01-01 5.60579281013668
2003-02-01 5.55702677276102
2003-03-01 5.62540128765963
2003-04-01 5.68685638196034
2003-05-01 5.71205912902576
2003-06-01 5.65626578430349
2003-07-01 5.78778692895512
2003-08-01 5.75084933833817
2003-09-01 6.07241984754852
2003-10-01 5.90192275542799
2003-11-01 5.67432014589199
2003-12-01 5.76029472503301
2004-01-01 5.60935636463625
2004-02-01 5.54702902461463
2004-03-01 5.52497782870982
2004-04-01 5.40992129722305
2004-05-01 5.61680938305309
2004-06-01 5.45223410200883
2004-07-01 5.38309140601844
2004-08-01 5.45015406070931
2004-09-01 5.36974506875123
2004-10-01 5.30300589280310
2004-11-01 5.47564128911832
2004-12-01 5.66065754746939
2005-01-01 5.51289107791956
2005-02-01 5.53226501604409
2005-03-01 5.51834909306184
2005-04-01 5.43652006055437
2005-05-01 5.41041521681581
2005-06-01 5.43664479826357
2005-07-01 5.48742736144537
2005-08-01 5.45179191840927
2005-09-01 5.46549193069084
2005-10-01 5.41834230580819
2005-11-01 5.37388631311639
2005-12-01 5.26748279967909
2006-01-01 5.41107989475241
2006-02-01 5.53010270762238
2006-03-01 5.51230947161099
2006-04-01 5.54681351019861
2006-05-01 5.49846577032203
2006-06-01 5.51729650924142
2006-07-01 5.48955741914419
2006-08-01 5.45610276998685
2006-09-01 5.46167517678037
2006-10-01 5.53544734355677
2006-11-01 5.58033860613328
2006-12-01 5.37132774809855
2007-01-01 5.51656049451947
2007-02-01 5.43479513943403
2007-03-01 5.30838974944373
2007-04-01 5.34164760883174
2007-05-01 5.38660118461402
2007-06-01 5.49629488564325
2007-07-01 5.28682608136448
2007-08-01 5.36254840019236
2007-09-01 5.35951149739313
2007-10-01 5.34774700742989
2007-11-01 5.39190865433917
2007-12-01 5.47994981775060
2008-01-01 5.41477006280653
2008-02-01 5.45023574799240
2008-03-01 5.50708801016701
2008-04-01 5.32913649544203
2008-05-01 5.37333546559769
2008-06-01 5.38369607720254
2008-07-01 5.37629496356446
2008-08-01 5.36520416164561
2008-09-01 5.35569896630930
2008-10-01 5.25492064742663
2008-11-01 5.22121962214060
2008-12-01 5.18204557397178
2009-01-01 5.11849674777284
2009-02-01 5.05964896993670
2009-03-01 4.99774803354665
2009-04-01 5.21535021698987
2009-05-01 5.17152449122849
2009-06-01 5.27587159585507
2009-07-01 5.06401394497029
2009-08-01 4.96145542781847
2009-09-01 4.95328218221087
2009-10-01 4.95972952955644
2009-11-01 4.95257534861512
2009-12-01 4.68858059834010
2010-01-01 5.01679087652028
2010-02-01 4.86609475618113
2010-03-01 4.78650384976022
2010-04-01 4.90227149577564
2010-05-01 4.87299786027704
2010-06-01 4.87382175921558
2010-07-01 4.84615601391200
2010-08-01 4.86069874760897
2010-09-01 4.85607984421679
2010-10-01 4.85886841117474
2010-11-01 4.88842218966290
2010-12-01 4.89514389014718
2011-01-01 4.91561390535677
2011-02-01 4.85740367330409
2011-03-01 4.97298718520184
2011-04-01 4.69044629996328
2011-05-01 4.78042346203320
2011-06-01 4.77395295458701
2011-07-01 4.83562731425394
2011-08-01 4.86102218510833
2011-09-01 4.86704722044876
2011-10-01 4.85654885420477
2011-11-01 4.80580908754024
2011-12-01 4.90448788594859
2012-01-01 4.90864244450658
2012-02-01 5.04675012520450
2012-03-01 5.25943500631091
2012-04-01 5.09028887554152
2012-05-01 4.98470329142769
2012-06-01 4.87823181624115
2012-07-01 5.02937981654056
2012-08-01 5.05973950980689
2012-09-01 5.07797213064769
2012-10-01 5.05658067520425
2012-11-01 5.01532763548424
2012-12-01 4.70971064703170
2013-01-01 5.00741792440493
2013-02-01 4.93057131147860
2013-03-01 4.94155078706330
2013-04-01 4.99562749879607
2013-05-01 5.08853017043110
2013-06-01 5.08635830089832
2013-07-01 5.13108823674743
2013-08-01 5.06332402749996
2013-09-01 5.08285253829573
2013-10-01 5.15226154403635
2013-11-01 5.10774260756840
2013-12-01 5.21774773675093
2014-01-01 5.20990472689569
2014-02-01 5.22761595820095
2014-03-01 5.42516168392610
2014-04-01 5.19964828955574
2014-05-01 5.08408863795051
2014-06-01 5.19588153025730
2014-07-01 5.13027941816291
2014-08-01 5.17622446978815
2014-09-01 5.08858343520767
2014-10-01 5.04369657177879
2014-11-01 5.19827537478608
2014-12-01 5.12104223718330
2015-01-01 5.11580460766212
2015-02-01 5.12300134419003
2015-03-01 5.11351720972493
2015-04-01 5.10040570911973
2015-05-01 5.07518919511389
2015-06-01 5.10419265966800
2015-07-01 5.13916422852245
2015-08-01 5.19680176228027
2015-09-01 5.19369142424399
2015-10-01 5.13347956658630
2015-11-01 5.17950029804204
2015-12-01 5.02052830558345
2016-01-01 5.21748925688214
2016-02-01 5.22070755412934
2016-03-01 5.20618167845772
2016-04-01 5.19924067775869
2016-05-01 5.26932156451018
2016-06-01 5.21719144475489
2016-07-01 5.24866788433158
2016-08-01 5.22121537343479
2016-09-01 5.29926405345374
2016-10-01 5.32334798825258
2016-11-01 5.26067905599486
2016-12-01 5.21037886121239
2017-01-01 5.21270288352302
2017-02-01 5.20744083077829
2017-03-01 5.31026814028388
2017-04-01 5.29855334286669
2017-05-01 5.27224513501652
2017-06-01 5.42954468108870
2017-07-01 5.36320683834354
2017-08-01 5.35321481102526
2017-09-01 5.30142241706474
2017-10-01 5.31149526146172
2017-11-01 5.23354040408416
2017-12-01 5.29738562046573
2018-01-01 5.19578753108314
2018-02-01 5.29742670997567
2018-03-01 5.32116961122653
2018-04-01 5.29889853620810
2018-05-01 5.38629628645407
2018-06-01 5.33856350100697
2018-07-01 5.27191347315970
2018-08-01 5.28313018369626
2018-09-01 5.31157947583530
2018-10-01 5.30341382548542
2018-11-01 5.30899722554438
2018-12-01 5.48293124794678
2019-01-01 5.37318273248822
2019-02-01 5.37327233650330
2019-03-01 5.33133874395075
2019-04-01 5.50406203116469
2019-05-01 5.50624725078680
2019-06-01 5.44086423002670
2019-07-01 5.49019532953110
2019-08-01 5.50636751942604
2019-09-01 5.52079591099918
2019-10-01 5.60579714072177
2019-11-01 5.68741989106849
2019-12-01 5.67387848798175
2020-01-01 5.64600703583925
2020-02-01 5.64670213830919
2020-03-01 5.53341409292327
2020-04-01 3.10493605312252
2020-05-01 3.63207791242974
2020-06-01 4.63943066676970
2020-07-01 4.90925143281881
2020-08-01 4.91328665993967
2020-09-01 5.03726041170960
2020-10-01 5.01321694416671
2020-11-01 5.07690722090810
2020-12-01 5.07609836163474
2021-01-01 5.12145976591493
2021-02-01 5.01653511582241
2021-03-01 4.92698781836580
2021-04-01 5.10302630718444
2021-05-01 5.15032923104305
2021-06-01 5.23854315954637
2021-07-01 5.33092264862260
2021-08-01 5.31126867745312
2021-09-01 5.34718086430334
2021-10-01 5.41718448457717
2021-11-01 5.57573027523540
2021-12-01 5.38745653374814
2022-01-01 5.40823104070166
2022-02-01 5.50885714329593
2022-03-01 5.61008841009293
2022-04-01 5.39600191011283
2022-05-01 5.35879316341877
2022-06-01 5.33500372089532
2022-07-01 5.24184486811412
2022-08-01 5.29361434491027
2022-09-01 5.36082116186507
2022-10-01 5.31601509144911
2022-11-01 5.38121666660893
2022-12-01 5.51187105645723
2023-01-01 5.61304715803650
2023-02-01 5.61050227006901
2023-03-01 5.58959635244719
2023-04-01 5.58652005508641
2023-05-01 5.55085984190931
2023-06-01 5.63234649438817
2023-07-01 5.55039277583962
2023-08-01 5.57448313565313
2023-09-01 5.46427681258993
2023-10-01 5.51604272344430
2023-11-01 5.48870103107113
2023-12-01 5.53287878112639
2024-01-01 5.62407899719335
2024-02-01 5.62617663777075
2024-03-01 5.97448627232372
2024-04-01 5.67735542112374
2024-05-01 5.63813477074842
2024-06-01 5.52914918371728
2024-07-01 5.54899490657598
2024-08-01 5.55446368682144
2024-09-01 5.57018116744637
2024-10-01 5.61371056565824
2024-11-01 5.59177158815032
2024-12-01 5.55336863022456
2025-01-01 5.33582980335598
2025-02-01 5.34046881757825
2025-03-01 5.46687802812702
2025-04-01 5.47121052224254
2025-05-01 5.52672722034422
2025-06-01 5.53100030574862
2025-07-01 5.54404265855105
2025-08-01 5.54412664119897
2025-09-01 5.46823001555577
2025-10-01 5.41151252763180
2025-11-01 5.39077946253779
2025-12-01 5.26340655043020

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