Table Data - All Employees: Leisure and Hospitality in Duluth, MN-WI (MSA)

Title All Employees: Leisure and Hospitality in Duluth, MN-WI (MSA)
Series ID DULU227LEIH
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 3:06 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 10.62086018816390
1990-02-01 10.65065979379210
1990-03-01 10.69586205438320
1990-04-01 10.80409909174670
1990-05-01 10.75689541081230
1990-06-01 10.71495781967570
1990-07-01 10.60377435226350
1990-08-01 10.80505588002440
1990-09-01 10.79237119670610
1990-10-01 10.91603626344110
1990-11-01 11.03935969237310
1990-12-01 10.71099386621160
1991-01-01 11.11073556559230
1991-02-01 11.14556326391050
1991-03-01 11.09700357511470
1991-04-01 10.69717523445950
1991-05-01 10.56274588410220
1991-06-01 10.81891169388060
1991-07-01 10.89882603936230
1991-08-01 11.11675384169090
1991-09-01 11.20307291720820
1991-10-01 10.90255814054410
1991-11-01 10.84004126096140
1991-12-01 10.91344536777880
1992-01-01 10.69757190765210
1992-02-01 10.63626411633220
1992-03-01 10.70541305306060
1992-04-01 10.99453698480460
1992-05-01 11.27603232006760
1992-06-01 11.12627109747040
1992-07-01 11.18895119935080
1992-08-01 10.82705704942030
1992-09-01 10.81482094572900
1992-10-01 10.77150793610320
1992-11-01 10.83829312517220
1992-12-01 10.90382347026550
1993-01-01 11.68579766784520
1993-02-01 11.74878169671900
1993-03-01 11.74081888678690
1993-04-01 11.49086858757320
1993-05-01 11.38831149216970
1993-06-01 11.42989302194180
1993-07-01 11.06314420925020
1993-08-01 11.32317053814520
1993-09-01 11.43639224612870
1993-10-01 11.43622098612050
1993-11-01 11.42913164867910
1993-12-01 11.29569845329890
1994-01-01 11.57602457991660
1994-02-01 11.55727550968240
1994-03-01 11.57882906489870
1994-04-01 11.81099083798770
1994-05-01 11.70980014769740
1994-06-01 11.64613573992670
1994-07-01 11.74346751191120
1994-08-01 11.57949012138940
1994-09-01 11.63947227132270
1994-10-01 11.79154161548600
1994-11-01 11.81177009569600
1994-12-01 12.00292425336150
1995-01-01 11.97475298689620
1995-02-01 12.18046541425780
1995-03-01 12.23373161538940
1995-04-01 12.33918512012050
1995-05-01 12.32488278015900
1995-06-01 12.66229664476270
1995-07-01 12.20716639378940
1995-08-01 12.20921156331740
1995-09-01 12.44156089668820
1995-10-01 12.56452947520310
1995-11-01 12.79604087332110
1995-12-01 12.61299499038160
1996-01-01 12.08945887726180
1996-02-01 12.09244692568670
1996-03-01 12.07685922590090
1996-04-01 11.97809233277470
1996-05-01 12.03473755227680
1996-06-01 12.08805715249450
1996-07-01 12.07511363837290
1996-08-01 12.12427404652020
1996-09-01 12.02092086520380
1996-10-01 11.95816688949000
1996-11-01 11.98858648549820
1996-12-01 11.92306184140120
1997-01-01 12.01639672000840
1997-02-01 12.00871335316310
1997-03-01 12.01076171266330
1997-04-01 11.80867141509760
1997-05-01 12.13674372964810
1997-06-01 12.09258759500800
1997-07-01 12.22968042899170
1997-08-01 12.36721645054750
1997-09-01 12.30866744906410
1997-10-01 12.37465146922560
1997-11-01 12.38821713899600
1997-12-01 12.24101961867640
1998-01-01 12.44153784576910
1998-02-01 12.50561693304160
1998-03-01 12.52041059089100
1998-04-01 12.52272931172870
1998-05-01 12.63350760883160
1998-06-01 12.80038585456660
1998-07-01 12.90667956500490
1998-08-01 12.93212640365360
1998-09-01 12.89606192923480
1998-10-01 12.88854523559610
1998-11-01 12.88207065001030
1998-12-01 12.96289901522330
1999-01-01 12.86785730714950
1999-02-01 12.90297522105210
1999-03-01 12.92348619214550
1999-04-01 13.02095900876740
1999-05-01 13.03002104205930
1999-06-01 12.89122772511310
1999-07-01 12.99374374695020
1999-08-01 12.92190050496570
1999-09-01 12.99537547619320
1999-10-01 12.80145330861520
1999-11-01 12.86818132690740
1999-12-01 12.97668383266810
2000-01-01 12.98735875704580
2000-02-01 13.10801547748780
2000-03-01 13.12958873905060
2000-04-01 13.01008186114020
2000-05-01 12.91042059874440
2000-06-01 12.98208682629840
2000-07-01 12.50780428726080
2000-08-01 12.72522146560200
2000-09-01 12.88785005739360
2000-10-01 13.10908812428650
2000-11-01 13.15010700107510
2000-12-01 13.17112216917280
2001-01-01 13.40233747228890
2001-02-01 13.42935557174460
2001-03-01 13.63692896582210
2001-04-01 13.40396782336110
2001-05-01 13.19527922893300
2001-06-01 13.36111744423720
2001-07-01 13.42927093863750
2001-08-01 13.53722677188250
2001-09-01 13.37657697830110
2001-10-01 13.40793492574130
2001-11-01 13.33081029264830
2001-12-01 13.27292647270890
2002-01-01 13.00038667245440
2002-02-01 12.85635173838590
2002-03-01 13.04688745903830
2002-04-01 13.20410822239960
2002-05-01 13.17253897649950
2002-06-01 13.34826034477830
2002-07-01 13.65387303214070
2002-08-01 13.44661840336700
2002-09-01 13.36360826098530
2002-10-01 13.30354093558600
2002-11-01 13.41707216397330
2002-12-01 13.26941611128220
2003-01-01 13.40102772190530
2003-02-01 13.27901871552860
2003-03-01 13.25063219910030
2003-04-01 13.21193531954430
2003-05-01 13.36047329669630
2003-06-01 13.43429662275500
2003-07-01 13.16061898357250
2003-08-01 13.15534373436820
2003-09-01 13.25079570990190
2003-10-01 13.20645160368430
2003-11-01 13.21297515570990
2003-12-01 13.37272699453320
2004-01-01 13.29861435057640
2004-02-01 13.29579794285610
2004-03-01 13.34732473799300
2004-04-01 13.43017812787410
2004-05-01 13.33502940810200
2004-06-01 13.22108232676650
2004-07-01 13.35781000693330
2004-08-01 13.36619664270720
2004-09-01 13.44138571266880
2004-10-01 13.41454355260120
2004-11-01 13.32477095901290
2004-12-01 13.27534729782680
2005-01-01 13.30550650348620
2005-02-01 13.29604967254480
2005-03-01 13.33354149391660
2005-04-01 13.34758789932730
2005-05-01 13.31744324196920
2005-06-01 13.41171771617300
2005-07-01 13.34098530951820
2005-08-01 13.17394611848210
2005-09-01 13.24101858515630
2005-10-01 13.61366784100340
2005-11-01 13.73860070022810
2005-12-01 13.79899209465830
2006-01-01 13.91240066224090
2006-02-01 13.89170812036490
2006-03-01 13.82006284409660
2006-04-01 13.46881991786250
2006-05-01 13.39920750695750
2006-06-01 13.49368780119730
2006-07-01 13.61681752936760
2006-08-01 13.47170689806870
2006-09-01 13.45082676863160
2006-10-01 13.30932723418860
2006-11-01 13.35361563067770
2006-12-01 13.43257035843450
2007-01-01 13.32353337417700
2007-02-01 13.38466777052480
2007-03-01 13.51502040726390
2007-04-01 13.58150433071230
2007-05-01 13.78731982612910
2007-06-01 13.97608173887090
2007-07-01 13.88547280173240
2007-08-01 13.95892676344090
2007-09-01 13.95066226395850
2007-10-01 14.00799473948370
2007-11-01 13.96364299229480
2007-12-01 13.98266274487830
2008-01-01 13.94024124868540
2008-02-01 14.09071051019970
2008-03-01 13.91881162325250
2008-04-01 13.88898352008820
2008-05-01 13.86264493762430
2008-06-01 13.74112291322910
2008-07-01 13.75874353548650
2008-08-01 13.75134651952160
2008-09-01 13.63582899655780
2008-10-01 13.70772167311050
2008-11-01 13.68715166011770
2008-12-01 13.63740724099780
2009-01-01 13.66138294655770
2009-02-01 13.59866446975050
2009-03-01 13.62568244584060
2009-04-01 13.57719168349240
2009-05-01 13.54095758462320
2009-06-01 13.61213734765470
2009-07-01 13.73873087279800
2009-08-01 13.54346577110830
2009-09-01 13.50049375388410
2009-10-01 13.50704282558960
2009-11-01 13.50969130191750
2009-12-01 13.49178903164350
2010-01-01 13.59149466996200
2010-02-01 13.52074072841380
2010-03-01 13.43235863787810
2010-04-01 13.66228439840380
2010-05-01 13.33593041356630
2010-06-01 13.26835077268220
2010-07-01 13.21308051751640
2010-08-01 13.23338002413830
2010-09-01 13.24807845904430
2010-10-01 13.51289785311100
2010-11-01 13.34410414676490
2010-12-01 13.24158633212630
2011-01-01 13.21365057767260
2011-02-01 13.24199307338310
2011-03-01 13.24367721609650
2011-04-01 13.45633889326910
2011-05-01 13.34554357338700
2011-06-01 13.23479379516220
2011-07-01 13.17575159809750
2011-08-01 13.11324778621640
2011-09-01 13.38142097954340
2011-10-01 13.12646944993060
2011-11-01 13.07065088040300
2011-12-01 12.97484209168610
2012-01-01 13.24128664592160
2012-02-01 13.37722724526460
2012-03-01 13.46621504363710
2012-04-01 13.55858661472780
2012-05-01 13.55845017996660
2012-06-01 13.50132442270500
2012-07-01 13.42702053894410
2012-08-01 13.48216551316760
2012-09-01 13.52161203865050
2012-10-01 13.54125789472380
2012-11-01 13.60163201432840
2012-12-01 13.60679780428110
2013-01-01 13.56068302142980
2013-02-01 13.59529888388250
2013-03-01 13.69468875537780
2013-04-01 13.36391544919470
2013-05-01 13.56670021769420
2013-06-01 13.79178390053740
2013-07-01 14.07115831742590
2013-08-01 14.05219082361100
2013-09-01 13.79377178988430
2013-10-01 13.64703586369790
2013-11-01 13.51870442055540
2013-12-01 13.53281038152180
2014-01-01 13.56533291003100
2014-02-01 13.50235561122530
2014-03-01 13.52351146828310
2014-04-01 13.47329484430700
2014-05-01 13.57542159221990
2014-06-01 13.69026605088880
2014-07-01 13.81907584992140
2014-08-01 14.02895757928710
2014-09-01 13.89372453993970
2014-10-01 13.74508586456050
2014-11-01 13.83941692954180
2014-12-01 13.86087165251670
2015-01-01 13.55110798718710
2015-02-01 13.67949123349980
2015-03-01 13.73769541550070
2015-04-01 13.88588411901730
2015-05-01 13.87572283005800
2015-06-01 14.20699752139330
2015-07-01 13.88582469950680
2015-08-01 14.02366961226500
2015-09-01 14.03097223559530
2015-10-01 14.03127901918150
2015-11-01 14.14331286152210
2015-12-01 14.06745597596310
2016-01-01 14.12953994606380
2016-02-01 14.24947491817520
2016-03-01 14.13834070362050
2016-04-01 14.40109954138650
2016-05-01 14.17143448819330
2016-06-01 14.04100516085040
2016-07-01 14.16995867636220
2016-08-01 14.01933204407170
2016-09-01 13.98715630017650
2016-10-01 14.11487144998990
2016-11-01 14.04254930026120
2016-12-01 14.05711848982830
2017-01-01 14.20484062448080
2017-02-01 14.20561221044770
2017-03-01 14.22662695849690
2017-04-01 14.62088573119790
2017-05-01 14.47353083842670
2017-06-01 14.59360489762620
2017-07-01 14.56381795376390
2017-08-01 14.62838621674250
2017-09-01 14.74757145946080
2017-10-01 14.69185563769910
2017-11-01 14.61358812825870
2017-12-01 14.61566142696800
2018-01-01 14.68245458309000
2018-02-01 14.78745029444490
2018-03-01 14.81893499155330
2018-04-01 14.73717095461390
2018-05-01 14.70379025368430
2018-06-01 14.75157583111150
2018-07-01 14.55376649587360
2018-08-01 14.62464699195880
2018-09-01 14.59200831895250
2018-10-01 14.77046043355810
2018-11-01 14.77837731452010
2018-12-01 14.86210142240740
2019-01-01 14.87198597724460
2019-02-01 14.88381894308750
2019-03-01 14.90831235411750
2019-04-01 14.74934757685440
2019-05-01 14.85110118534670
2019-06-01 14.70554483430010
2019-07-01 14.84068286733910
2019-08-01 14.82325931711750
2019-09-01 14.61400673464490
2019-10-01 14.56352690321540
2019-11-01 14.53337991195420
2019-12-01 14.60584703253810
2020-01-01 14.67566116655420
2020-02-01 14.79499047732590
2020-03-01 14.29982012321030
2020-04-01 7.34627186913532
2020-05-01 8.00036091064093
2020-06-01 10.14438292110270
2020-07-01 10.92731100355100
2020-08-01 11.40209918404100
2020-09-01 12.03067804106520
2020-10-01 12.38332480888170
2020-11-01 12.20950899969470
2020-12-01 9.97057897166167
2021-01-01 11.48103989852900
2021-02-01 12.19767671655410
2021-03-01 12.37805225722680
2021-04-01 12.73042418463150
2021-05-01 12.72939737178790
2021-06-01 12.94792142432900
2021-07-01 13.33611892308370
2021-08-01 13.50335158829710
2021-09-01 13.55015024325170
2021-10-01 13.91563112520240
2021-11-01 14.18892879470610
2021-12-01 14.05471075194750
2022-01-01 13.98668156358060
2022-02-01 13.99334446794320
2022-03-01 14.05069255849750
2022-04-01 14.00016164103100
2022-05-01 13.94843207119090
2022-06-01 13.92007869764570
2022-07-01 14.06663942171030
2022-08-01 13.99842628688370
2022-09-01 14.18790165538490
2022-10-01 13.94618675393420
2022-11-01 13.98972798219920
2022-12-01 13.95722354500960
2023-01-01 13.97841055805100
2023-02-01 14.18025069904430
2023-03-01 14.11464461815000
2023-04-01 13.87775644702540
2023-05-01 14.14795352105550
2023-06-01 14.47314972410760
2023-07-01 14.21856557570470
2023-08-01 14.31110108545400
2023-09-01 14.22097924629310
2023-10-01 14.16926722389200
2023-11-01 14.19032874189570
2023-12-01 14.46660351899870
2024-01-01 14.66705937918400
2024-02-01 14.65793315836470
2024-03-01 14.88872104360000
2024-04-01 14.86649990141480
2024-05-01 14.94132596894440
2024-06-01 14.93157055620360
2024-07-01 14.66479011041410
2024-08-01 14.61037611855850
2024-09-01 14.55855684149040
2024-10-01 14.68348432205220
2024-11-01 14.80032143131000
2024-12-01 14.97403803899970
2025-01-01 14.64099125876100
2025-02-01 14.74467958544780
2025-03-01 14.67514126809180
2025-04-01 14.66834522543350
2025-05-01 14.52541744788950
2025-06-01 14.59992791410020
2025-07-01 14.50334228554360
2025-08-01 14.62522433986720
2025-09-01 14.47890206116850
2025-10-01 14.58440054612820
2025-11-01 14.49357194418910
2025-12-01 14.37425988129890
2026-01-01 14.42816407646410
2026-02-01 14.24018352235970
2026-03-01 14.17766732560150
2026-04-01 14.16689427876180

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