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 2026-07-01
Last Updated 2026-08-21 7:39 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 5.24549457437340
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 5.19914747289813
1995-03-01 5.16819870571648
1995-04-01 5.37300253723415
1995-05-01 5.29453673143043
1995-06-01 5.30627621330491
1995-07-01 5.35778635894252
1995-08-01 5.37088379540128
1995-09-01 5.38094283616884
1995-10-01 5.37679394138236
1995-11-01 5.44317355639802
1995-12-01 5.52975028351835
1996-01-01 5.42112249235687
1996-02-01 5.38095012912019
1996-03-01 5.48773266321953
1996-04-01 5.24760484698317
1996-05-01 5.26528400448202
1996-06-01 5.39913613383127
1996-07-01 5.38500144043803
1996-08-01 5.37082510282166
1996-09-01 5.28895767283072
1996-10-01 5.48519164573588
1996-11-01 5.76066027967771
1996-12-01 5.63922229147554
1997-01-01 5.41016471120141
1997-02-01 5.45427120845651
1997-03-01 5.70451508782428
1997-04-01 5.83753589277533
1997-05-01 5.83939499497043
1997-06-01 5.69170577799673
1997-07-01 5.70980285005308
1997-08-01 5.87483965735315
1997-09-01 5.69660838990798
1997-10-01 5.47896749169723
1997-11-01 5.47596243608179
1997-12-01 5.34512757670750
1998-01-01 5.40062743775058
1998-02-01 5.33888263083768
1998-03-01 5.12738516787126
1998-04-01 5.12218119549626
1998-05-01 5.12093219197861
1998-06-01 5.09731109030129
1998-07-01 4.92125068021347
1998-08-01 5.07661002643625
1998-09-01 4.99489303265867
1998-10-01 5.17453847349480
1998-11-01 5.08513764135917
1998-12-01 5.04097915521356
1999-01-01 5.09135997626384
1999-02-01 5.22668304667462
1999-03-01 5.35497379812373
1999-04-01 5.32375523490106
1999-05-01 5.32418391255741
1999-06-01 5.30337495036615
1999-07-01 5.21040761418326
1999-08-01 5.17616107600310
1999-09-01 5.19305785986266
1999-10-01 5.15658429555130
1999-11-01 5.08489058293953
1999-12-01 5.13316723144788
2000-01-01 5.18955510437315
2000-02-01 5.13298594442275
2000-03-01 4.88257698496002
2000-04-01 5.02065563801214
2000-05-01 5.14149736309062
2000-06-01 5.12041626025564
2000-07-01 5.38068733188804
2000-08-01 5.17515954522096
2000-09-01 5.28739734944530
2000-10-01 5.23665172627957
2000-11-01 5.38447795042611
2000-12-01 5.40683143874823
2001-01-01 5.49219219212179
2001-02-01 5.44514491694887
2001-03-01 5.50413518323529
2001-04-01 5.64005950986218
2001-05-01 5.56779793725283
2001-06-01 5.63494242665075
2001-07-01 5.64239060304612
2001-08-01 5.66911338814304
2001-09-01 5.58214905087396
2001-10-01 5.61889665842749
2001-11-01 5.68042609287410
2001-12-01 5.67970162779253
2002-01-01 5.59770068009540
2002-02-01 5.66026315701218
2002-03-01 5.61770714139332
2002-04-01 5.66002519393625
2002-05-01 5.59303781740253
2002-06-01 5.65156160732605
2002-07-01 5.70733657163076
2002-08-01 5.65864846336471
2002-09-01 5.67492332148723
2002-10-01 5.70990544342567
2002-11-01 5.57912719720817
2002-12-01 5.55965840422530
2003-01-01 5.60579280964321
2003-02-01 5.55702677196524
2003-03-01 5.62540128666804
2003-04-01 5.68685638060460
2003-05-01 5.71205912800355
2003-06-01 5.65626578349715
2003-07-01 5.78778692860117
2003-08-01 5.75084933853677
2003-09-01 6.07241984871095
2003-10-01 5.90192275817090
2003-11-01 5.67432014797344
2003-12-01 5.76029472791538
2004-01-01 5.60935636437640
2004-02-01 5.54702902311155
2004-03-01 5.52497782660021
2004-04-01 5.40992129480521
2004-05-01 5.61680938110729
2004-06-01 5.45223409914082
2004-07-01 5.38309140298347
2004-08-01 5.45015405708958
2004-09-01 5.36974506801547
2004-10-01 5.30300589803287
2004-11-01 5.47564129824748
2004-12-01 5.66065756027892
2005-01-01 5.51289109132984
2005-02-01 5.53226502753748
2005-03-01 5.51834905679515
2005-04-01 5.43652005902425
2005-05-01 5.41041520750125
2005-06-01 5.43664478150118
2005-07-01 5.48742734324825
2005-08-01 5.45179190468459
2005-09-01 5.46549193762607
2005-10-01 5.41834233958543
2005-11-01 5.37388636262165
2005-12-01 5.26748284473221
2006-01-01 5.41107992877583
2006-02-01 5.53010271914459
2006-03-01 5.51230937491514
2006-04-01 5.54681344134569
2006-05-01 5.49846573561390
2006-06-01 5.51729647890973
2006-07-01 5.48955739156255
2006-08-01 5.45610275511373
2006-09-01 5.46167521204895
2006-10-01 5.53544742200152
2006-11-01 5.58033869115981
2006-12-01 5.37132787689380
2007-01-01 5.51656077100106
2007-02-01 5.43479506159045
2007-03-01 5.30838949840732
2007-04-01 5.34164739021525
2007-05-01 5.38660105909228
2007-06-01 5.49629478139727
2007-07-01 5.28682598706385
2007-08-01 5.36254832778108
2007-09-01 5.35951157358514
2007-10-01 5.34774723147748
2007-11-01 5.39190892804933
2007-12-01 5.47995028171681
2008-01-01 5.41477092609924
2008-02-01 5.45023596186064
2008-03-01 5.50708562190591
2008-04-01 5.32913670491056
2008-05-01 5.37333545162021
2008-06-01 5.38369609621037
2008-07-01 5.37629505290625
2008-08-01 5.36520433107510
2008-09-01 5.35569924918062
2008-10-01 5.25492093993647
2008-11-01 5.22121957956179
2008-12-01 5.18204557956304
2009-01-01 5.11849748928541
2009-02-01 5.05964923964026
2009-03-01 4.99774364328642
2009-04-01 5.21535199300285
2009-05-01 5.17152604500752
2009-06-01 5.27587141679963
2009-07-01 5.06401524749924
2009-08-01 4.96145632370419
2009-09-01 4.95328234653346
2009-10-01 4.95972877815780
2009-11-01 4.95257297078035
2009-12-01 4.68858125900829
2010-01-01 5.01678876314392
2010-02-01 4.86609375989809
2010-03-01 4.78649779757516
2010-04-01 4.90227638522978
2010-05-01 4.87300309492287
2010-06-01 4.87382350875353
2010-07-01 4.84616027670446
2010-08-01 4.86070154614463
2010-09-01 4.85608040749982
2010-10-01 4.85886689144944
2010-11-01 4.88841588042313
2010-12-01 4.89514102537140
2011-01-01 4.91560324284286
2011-02-01 4.85739256193171
2011-03-01 4.97298022725334
2011-04-01 4.69043819824582
2011-05-01 4.78049554717359
2011-06-01 4.77394183916897
2011-07-01 4.83562207361984
2011-08-01 4.86101650116754
2011-09-01 4.86703929735137
2011-10-01 4.85657865013865
2011-11-01 4.80577659643301
2011-12-01 4.90448033029590
2012-01-01 4.90862436489216
2012-02-01 5.04673136254856
2012-03-01 5.25942861087901
2012-04-01 5.09026733332376
2012-05-01 4.98483958784028
2012-06-01 4.87820640882689
2012-07-01 5.02936483796090
2012-08-01 5.05972854000583
2012-09-01 5.07796289128141
2012-10-01 5.05665166942356
2012-11-01 5.01527860653693
2012-12-01 4.70965639048308
2013-01-01 5.00739952480739
2013-02-01 4.93055004492718
2013-03-01 4.94154891805831
2013-04-01 4.99558915809688
2013-05-01 5.08872384247119
2013-06-01 5.08631029775516
2013-07-01 5.13105991971562
2013-08-01 5.06331330259173
2013-09-01 5.08286059313084
2013-10-01 5.15239761219948
2013-11-01 5.10769234080693
2013-12-01 5.21765040969714
2014-01-01 5.20987707557909
2014-02-01 5.22757758749114
2014-03-01 5.42515315074457
2014-04-01 5.19961896029226
2014-05-01 5.08430627078054
2014-06-01 5.19559415618907
2014-07-01 5.13030596270953
2014-08-01 5.17628940916128
2014-09-01 5.08869521838472
2014-10-01 5.04395982986045
2014-11-01 5.19835463656702
2014-12-01 5.12096640099621
2015-01-01 5.11549602386038
2015-02-01 5.12291579420579
2015-03-01 5.11342159176036
2015-04-01 5.10027622416133
2015-05-01 5.07569576769707
2015-06-01 5.10357344853499
2015-07-01 5.13918384949608
2015-08-01 5.19690698662107
2015-09-01 5.19395513793960
2015-10-01 5.13398945021689
2015-11-01 5.17985958586211
2015-12-01 5.02046399397450
2016-01-01 5.21720350054415
2016-02-01 5.22096631475010
2016-03-01 5.20427830949221
2016-04-01 5.19945424189411
2016-05-01 5.27036418424789
2016-06-01 5.21639772058902
2016-07-01 5.24871904305366
2016-08-01 5.22130412024913
2016-09-01 5.29949310890879
2016-10-01 5.32375000643693
2016-11-01 5.26279756036233
2016-12-01 5.20994613400033
2017-01-01 5.21206381307198
2017-02-01 5.20769561781074
2017-03-01 5.30611211562095
2017-04-01 5.29979877392731
2017-05-01 5.27372220604513
2017-06-01 5.42887482185619
2017-07-01 5.36299611540475
2017-08-01 5.35319524739214
2017-09-01 5.30165276897154
2017-10-01 5.31194692241209
2017-11-01 5.23765475062780
2017-12-01 5.29694668905875
2018-01-01 5.19379253728768
2018-02-01 5.29802237975532
2018-03-01 5.31435370916613
2018-04-01 5.30152766751126
2018-05-01 5.38812663083382
2018-06-01 5.33823548721135
2018-07-01 5.27155292100014
2018-08-01 5.28297106458654
2018-09-01 5.31156700775973
2018-10-01 5.30346856120569
2018-11-01 5.31635966092198
2018-12-01 5.48218154279576
2019-01-01 5.36924567301154
2019-02-01 5.37361526313009
2019-03-01 5.32315623140831
2019-04-01 5.50740879315223
2019-05-01 5.50795916609598
2019-06-01 5.44085090659806
2019-07-01 5.48975638692145
2019-08-01 5.50658471427994
2019-09-01 5.52139493908694
2019-10-01 5.60654988990525
2019-11-01 5.69717438064310
2019-12-01 5.67361508955994
2020-01-01 5.63703765703729
2020-02-01 5.64703075007816
2020-03-01 5.52411642205763
2020-04-01 3.10819914292094
2020-05-01 3.63352872759885
2020-06-01 4.64031248324588
2020-07-01 4.91006560887243
2020-08-01 4.91529875342282
2020-09-01 5.03832658130764
2020-10-01 5.01510535041245
2020-11-01 5.08842917137201
2020-12-01 5.07500632145711
2021-01-01 5.10710442239803
2021-02-01 5.01498438222758
2021-03-01 4.91903436928118
2021-04-01 5.10592542574220
2021-05-01 5.15188011928809
2021-06-01 5.23653393581970
2021-07-01 5.33378129509131
2021-08-01 5.31571160320914
2021-09-01 5.34971643910955
2021-10-01 5.42915221933301
2021-11-01 5.58992151204594
2021-12-01 5.38218020625739
2022-01-01 5.38085802720138
2022-02-01 5.50071921651176
2022-03-01 5.60047306964969
2022-04-01 5.40557843842489
2022-05-01 5.36603349787431
2022-06-01 5.32697016215004
2022-07-01 5.25009452095007
2022-08-01 5.30371346285983
2022-09-01 5.36198589392381
2022-10-01 5.33581736123943
2022-11-01 5.39622385493814
2022-12-01 5.49388293340661
2023-01-01 5.57703327908241
2023-02-01 5.59754727443106
2023-03-01 5.58317299512448
2023-04-01 5.60880769670321
2023-05-01 5.56210377794008
2023-06-01 5.61618136365575
2023-07-01 5.55902887791270
2023-08-01 5.58854177410950
2023-09-01 5.46351972515803
2023-10-01 5.54388978725525
2023-11-01 5.50334030914100
2023-12-01 5.50001328000705
2024-01-01 5.58262474249758
2024-02-01 5.61358533131566
2024-03-01 5.97083436312045
2024-04-01 5.71651586518841
2024-05-01 5.65227044229517
2024-06-01 5.50738578866805
2024-07-01 5.55330084064536
2024-08-01 5.57228642805669
2024-09-01 5.56524506742059
2024-10-01 5.54224647977712
2024-11-01 5.60373350812257
2024-12-01 5.80490030288573
2025-01-01 5.69936729790992
2025-02-01 5.63446389396835
2025-03-01 5.66987977482476
2025-04-01 5.52478845015803
2025-05-01 5.53818417787173
2025-06-01 5.60446741259319
2025-07-01 5.53790201588734
2025-08-01 5.56143121678905
2025-09-01 5.56012799929256
2025-10-01 5.54284012364719
2025-11-01 5.50126284266579
2025-12-01 5.40361193462545
2026-01-01 5.31139569936917
2026-02-01 5.25792801634604
2026-03-01 5.37058553534303
2026-04-01 5.43749514776215
2026-05-01 5.63087126204214
2026-06-01 5.60110339708933
2026-07-01 5.71972621186356

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