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 2026-07-01 |
| Last Updated | 2026-08-21 7:41 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 | 10.60829227922330 |
| 1990-02-01 | 10.63975167946040 |
| 1990-03-01 | 10.68694180604710 |
| 1990-04-01 | 10.79930240110750 |
| 1990-05-01 | 10.77030753308020 |
| 1990-06-01 | 10.71207215505190 |
| 1990-07-01 | 10.60723295434980 |
| 1990-08-01 | 10.80519002871180 |
| 1990-09-01 | 10.77375886658960 |
| 1990-10-01 | 10.91912814577210 |
| 1990-11-01 | 11.04456432707700 |
| 1990-12-01 | 10.74447345899630 |
| 1991-01-01 | 11.09793832276920 |
| 1991-02-01 | 11.13486589275960 |
| 1991-03-01 | 11.08843489489010 |
| 1991-04-01 | 10.69279266975590 |
| 1991-05-01 | 10.57430266342460 |
| 1991-06-01 | 10.81634289493700 |
| 1991-07-01 | 10.90221121362630 |
| 1991-08-01 | 11.11713585160580 |
| 1991-09-01 | 11.18699397338670 |
| 1991-10-01 | 10.90568447714980 |
| 1991-11-01 | 10.84501497952230 |
| 1991-12-01 | 10.94325221614470 |
| 1992-01-01 | 10.68533018001020 |
| 1992-02-01 | 10.62629196029620 |
| 1992-03-01 | 10.69752331871260 |
| 1992-04-01 | 10.99078476466300 |
| 1992-05-01 | 11.28587287861230 |
| 1992-06-01 | 11.12394729786520 |
| 1992-07-01 | 11.19179713133520 |
| 1992-08-01 | 10.82748937237900 |
| 1992-09-01 | 10.80183857221860 |
| 1992-10-01 | 10.77532826921250 |
| 1992-11-01 | 10.84410672585400 |
| 1992-12-01 | 10.92583840244460 |
| 1993-01-01 | 11.67612052495200 |
| 1993-02-01 | 11.74068901282590 |
| 1993-03-01 | 11.73408371014970 |
| 1993-04-01 | 11.48743892716450 |
| 1993-05-01 | 11.39639774917170 |
| 1993-06-01 | 11.42732139395260 |
| 1993-07-01 | 11.06474328531170 |
| 1993-08-01 | 11.32268721631550 |
| 1993-09-01 | 11.42895977094700 |
| 1993-10-01 | 11.43967438038490 |
| 1993-11-01 | 11.43507833778510 |
| 1993-12-01 | 11.31134492145520 |
| 1994-01-01 | 11.56794423451780 |
| 1994-02-01 | 11.55084442560960 |
| 1994-03-01 | 11.57371848691540 |
| 1994-04-01 | 11.80860647711730 |
| 1994-05-01 | 11.71484450906910 |
| 1994-06-01 | 11.64422292345010 |
| 1994-07-01 | 11.74382618252480 |
| 1994-08-01 | 11.57896146126540 |
| 1994-09-01 | 11.63654100837310 |
| 1994-10-01 | 11.79431526496070 |
| 1994-11-01 | 11.81682834725040 |
| 1994-12-01 | 12.01134329063920 |
| 1995-01-01 | 11.96982433440110 |
| 1995-02-01 | 12.17649993088540 |
| 1995-03-01 | 12.23055690184540 |
| 1995-04-01 | 12.33789679705140 |
| 1995-05-01 | 12.32682179133880 |
| 1995-06-01 | 12.66099977184130 |
| 1995-07-01 | 12.20633849273160 |
| 1995-08-01 | 12.20862044560720 |
| 1995-09-01 | 12.44232948505410 |
| 1995-10-01 | 12.56569620770940 |
| 1995-11-01 | 12.79884600981740 |
| 1995-12-01 | 12.61805722868690 |
| 1996-01-01 | 12.08678299697320 |
| 1996-02-01 | 12.09024972603550 |
| 1996-03-01 | 12.07521299045650 |
| 1996-04-01 | 11.97788032346300 |
| 1996-05-01 | 12.03447557531540 |
| 1996-06-01 | 12.08761191545930 |
| 1996-07-01 | 12.07369785840330 |
| 1996-08-01 | 12.12445219248430 |
| 1996-09-01 | 12.02163728012740 |
| 1996-10-01 | 11.95875060275050 |
| 1996-11-01 | 11.98989460287980 |
| 1996-12-01 | 11.92518385696180 |
| 1997-01-01 | 12.01603216598430 |
| 1997-02-01 | 12.00800438905080 |
| 1997-03-01 | 12.00997231458130 |
| 1997-04-01 | 11.80848409990740 |
| 1997-05-01 | 12.13641809053370 |
| 1997-06-01 | 12.09203554289750 |
| 1997-07-01 | 12.22835322683950 |
| 1997-08-01 | 12.36770835755310 |
| 1997-09-01 | 12.30898533217040 |
| 1997-10-01 | 12.37499410912750 |
| 1997-11-01 | 12.38904409199790 |
| 1997-12-01 | 12.24200533847430 |
| 1998-01-01 | 12.44142664781010 |
| 1998-02-01 | 12.50532916282640 |
| 1998-03-01 | 12.52007685381680 |
| 1998-04-01 | 12.52253351908040 |
| 1998-05-01 | 12.63328079228940 |
| 1998-06-01 | 12.79997666628250 |
| 1998-07-01 | 12.90584296005280 |
| 1998-08-01 | 12.93306822132090 |
| 1998-09-01 | 12.89610023185410 |
| 1998-10-01 | 12.88876949481050 |
| 1998-11-01 | 12.88251404777780 |
| 1998-12-01 | 12.96277213100720 |
| 1999-01-01 | 12.86789826418690 |
| 1999-02-01 | 12.90288549331490 |
| 1999-03-01 | 12.92335633061930 |
| 1999-04-01 | 13.02082984928060 |
| 1999-05-01 | 13.02979078593750 |
| 1999-06-01 | 12.89097365115480 |
| 1999-07-01 | 12.99350053191400 |
| 1999-08-01 | 12.92301833789240 |
| 1999-09-01 | 12.99529361359510 |
| 1999-10-01 | 12.80163892584550 |
| 1999-11-01 | 12.86830353179130 |
| 1999-12-01 | 12.97588770335860 |
| 2000-01-01 | 12.98745951577060 |
| 2000-02-01 | 13.10801016867420 |
| 2000-03-01 | 13.12957982380350 |
| 2000-04-01 | 13.01004173781610 |
| 2000-05-01 | 12.91035931643450 |
| 2000-06-01 | 12.98199084915860 |
| 2000-07-01 | 12.50769997341060 |
| 2000-08-01 | 12.72602012136760 |
| 2000-09-01 | 12.88779520185230 |
| 2000-10-01 | 13.10920261637480 |
| 2000-11-01 | 13.15008276538270 |
| 2000-12-01 | 13.17062895971100 |
| 2001-01-01 | 13.40230830930600 |
| 2001-02-01 | 13.42927124277450 |
| 2001-03-01 | 13.63693516740180 |
| 2001-04-01 | 13.40395768368700 |
| 2001-05-01 | 13.19531200469520 |
| 2001-06-01 | 13.36112264876380 |
| 2001-07-01 | 13.42925218489960 |
| 2001-08-01 | 13.53765853020710 |
| 2001-09-01 | 13.37653960363550 |
| 2001-10-01 | 13.40797046140920 |
| 2001-11-01 | 13.33072198342440 |
| 2001-12-01 | 13.27282915370650 |
| 2002-01-01 | 13.00029964170790 |
| 2002-02-01 | 12.85623410671820 |
| 2002-03-01 | 13.04688423778020 |
| 2002-04-01 | 13.20410540560970 |
| 2002-05-01 | 13.17257471194020 |
| 2002-06-01 | 13.34827000891950 |
| 2002-07-01 | 13.65385671418490 |
| 2002-08-01 | 13.44689335703880 |
| 2002-09-01 | 13.36357451464690 |
| 2002-10-01 | 13.30354972651650 |
| 2002-11-01 | 13.41702666113910 |
| 2002-12-01 | 13.26937117774410 |
| 2003-01-01 | 13.40098779712510 |
| 2003-02-01 | 13.27893167607840 |
| 2003-03-01 | 13.25063423319110 |
| 2003-04-01 | 13.21193147325420 |
| 2003-05-01 | 13.36049357664170 |
| 2003-06-01 | 13.43430788984710 |
| 2003-07-01 | 13.16061557461640 |
| 2003-08-01 | 13.15548287142630 |
| 2003-09-01 | 13.25078280846900 |
| 2003-10-01 | 13.20643714890600 |
| 2003-11-01 | 13.21295922434840 |
| 2003-12-01 | 13.37271027508980 |
| 2004-01-01 | 13.29859691022350 |
| 2004-02-01 | 13.29574494458480 |
| 2004-03-01 | 13.34732633225740 |
| 2004-04-01 | 13.43017630436600 |
| 2004-05-01 | 13.33504298107000 |
| 2004-06-01 | 13.22110391031570 |
| 2004-07-01 | 13.35782690978900 |
| 2004-08-01 | 13.36620651095010 |
| 2004-09-01 | 13.44139199027950 |
| 2004-10-01 | 13.41454473560420 |
| 2004-11-01 | 13.32476656415020 |
| 2004-12-01 | 13.27533995057500 |
| 2005-01-01 | 13.30549852566440 |
| 2005-02-01 | 13.29602473169160 |
| 2005-03-01 | 13.33353957559110 |
| 2005-04-01 | 13.34758887277020 |
| 2005-05-01 | 13.31744682323810 |
| 2005-06-01 | 13.41173346550580 |
| 2005-07-01 | 13.34099383268240 |
| 2005-08-01 | 13.17394953592180 |
| 2005-09-01 | 13.24101947969000 |
| 2005-10-01 | 13.61366690533540 |
| 2005-11-01 | 13.73859768255950 |
| 2005-12-01 | 13.79898861224940 |
| 2006-01-01 | 13.91239576137350 |
| 2006-02-01 | 13.89170536530210 |
| 2006-03-01 | 13.82005863593140 |
| 2006-04-01 | 13.46881681374040 |
| 2006-05-01 | 13.39920556709090 |
| 2006-06-01 | 13.49369129852960 |
| 2006-07-01 | 13.61683621686680 |
| 2006-08-01 | 13.47170540574400 |
| 2006-09-01 | 13.45082497221010 |
| 2006-10-01 | 13.30932621890360 |
| 2006-11-01 | 13.35361519864880 |
| 2006-12-01 | 13.43257083754580 |
| 2007-01-01 | 13.32353232554450 |
| 2007-02-01 | 13.38466859984280 |
| 2007-03-01 | 13.51501645907020 |
| 2007-04-01 | 13.58148952270120 |
| 2007-05-01 | 13.78731474885130 |
| 2007-06-01 | 13.97607604693100 |
| 2007-07-01 | 13.88550725829230 |
| 2007-08-01 | 13.95892300523010 |
| 2007-09-01 | 13.95066069481060 |
| 2007-10-01 | 14.00799383995470 |
| 2007-11-01 | 13.96364917469540 |
| 2007-12-01 | 13.98266961252550 |
| 2008-01-01 | 13.94024366042160 |
| 2008-02-01 | 14.09071119182460 |
| 2008-03-01 | 13.91880517108980 |
| 2008-04-01 | 13.88893313378150 |
| 2008-05-01 | 13.86263862435440 |
| 2008-06-01 | 13.74111544009660 |
| 2008-07-01 | 13.75880034170150 |
| 2008-08-01 | 13.75134754480850 |
| 2008-09-01 | 13.63582789738050 |
| 2008-10-01 | 13.70772308238280 |
| 2008-11-01 | 13.68716321476540 |
| 2008-12-01 | 13.63743784049710 |
| 2009-01-01 | 13.66138100641020 |
| 2009-02-01 | 13.59865533911640 |
| 2009-03-01 | 13.62566414859000 |
| 2009-04-01 | 13.57710053491210 |
| 2009-05-01 | 13.54095102014140 |
| 2009-06-01 | 13.61213827361840 |
| 2009-07-01 | 13.73879812329470 |
| 2009-08-01 | 13.54347503279820 |
| 2009-09-01 | 13.50049012159010 |
| 2009-10-01 | 13.50704489900710 |
| 2009-11-01 | 13.50971434099010 |
| 2009-12-01 | 13.49185977331660 |
| 2010-01-01 | 13.59151351959770 |
| 2010-02-01 | 13.52075395223040 |
| 2010-03-01 | 13.43236826987420 |
| 2010-04-01 | 13.66195564708460 |
| 2010-05-01 | 13.33591985923430 |
| 2010-06-01 | 13.26832265858950 |
| 2010-07-01 | 13.21340260729840 |
| 2010-08-01 | 13.23331507040990 |
| 2010-09-01 | 13.24802518521910 |
| 2010-10-01 | 13.51288795715360 |
| 2010-11-01 | 13.34415041570320 |
| 2010-12-01 | 13.24172290487570 |
| 2011-01-01 | 13.21371525609890 |
| 2011-02-01 | 13.24204140925250 |
| 2011-03-01 | 13.24370452870990 |
| 2011-04-01 | 13.45576840228040 |
| 2011-05-01 | 13.34550774824230 |
| 2011-06-01 | 13.23474091647130 |
| 2011-07-01 | 13.17633599753690 |
| 2011-08-01 | 13.11290956049700 |
| 2011-09-01 | 13.38137419276050 |
| 2011-10-01 | 13.12649648682290 |
| 2011-11-01 | 13.07075066462140 |
| 2011-12-01 | 12.97502341314360 |
| 2012-01-01 | 13.24178034354020 |
| 2012-02-01 | 13.37722607089360 |
| 2012-03-01 | 13.46614729359100 |
| 2012-04-01 | 13.55767538952440 |
| 2012-05-01 | 13.55830639700980 |
| 2012-06-01 | 13.50110366561080 |
| 2012-07-01 | 13.42786719161030 |
| 2012-08-01 | 13.48158657474690 |
| 2012-09-01 | 13.52160400257090 |
| 2012-10-01 | 13.54139074781310 |
| 2012-11-01 | 13.60188629960490 |
| 2012-12-01 | 13.60712843196180 |
| 2013-01-01 | 13.56174460252400 |
| 2013-02-01 | 13.59543559429300 |
| 2013-03-01 | 13.69474609522140 |
| 2013-04-01 | 13.36141955561000 |
| 2013-05-01 | 13.56668495470810 |
| 2013-06-01 | 13.79159558690850 |
| 2013-07-01 | 14.07209583899940 |
| 2013-08-01 | 14.05145008966040 |
| 2013-09-01 | 13.79382190318830 |
| 2013-10-01 | 13.64728388426840 |
| 2013-11-01 | 13.51917475256690 |
| 2013-12-01 | 13.53346616076080 |
| 2014-01-01 | 13.56732295209310 |
| 2014-02-01 | 13.50307602505440 |
| 2014-03-01 | 13.52409848670980 |
| 2014-04-01 | 13.46743855323910 |
| 2014-05-01 | 13.57556588119210 |
| 2014-06-01 | 13.68996408054570 |
| 2014-07-01 | 13.81993449381370 |
| 2014-08-01 | 14.02823832772500 |
| 2014-09-01 | 13.89401976434570 |
| 2014-10-01 | 13.74582216463590 |
| 2014-11-01 | 13.84058734072370 |
| 2014-12-01 | 13.86247139259060 |
| 2015-01-01 | 13.55413406951870 |
| 2015-02-01 | 13.68104054695440 |
| 2015-03-01 | 13.73854677150680 |
| 2015-04-01 | 13.87608294039930 |
| 2015-05-01 | 13.87483991803010 |
| 2015-06-01 | 14.20545153539450 |
| 2015-07-01 | 13.88546518125590 |
| 2015-08-01 | 14.02295853346670 |
| 2015-09-01 | 14.03243674963880 |
| 2015-10-01 | 14.03410076966930 |
| 2015-11-01 | 14.14691988388160 |
| 2015-12-01 | 14.07180535943370 |
| 2016-01-01 | 14.13475085052200 |
| 2016-02-01 | 14.25165750620400 |
| 2016-03-01 | 14.13839245310090 |
| 2016-04-01 | 14.38804242945470 |
| 2016-05-01 | 14.16929026301430 |
| 2016-06-01 | 14.02121262337050 |
| 2016-07-01 | 14.17076199075790 |
| 2016-08-01 | 14.02229655336160 |
| 2016-09-01 | 13.99401675517220 |
| 2016-10-01 | 14.12436460101480 |
| 2016-11-01 | 14.05346979443340 |
| 2016-12-01 | 14.06864274725890 |
| 2017-01-01 | 14.21384596298340 |
| 2017-02-01 | 14.20248793290480 |
| 2017-03-01 | 14.22431058709140 |
| 2017-04-01 | 14.60279433101800 |
| 2017-05-01 | 14.46028122344530 |
| 2017-06-01 | 14.54090424843450 |
| 2017-07-01 | 14.58551093036730 |
| 2017-08-01 | 14.62147787931290 |
| 2017-09-01 | 14.77138615461590 |
| 2017-10-01 | 14.70620186981700 |
| 2017-11-01 | 14.64358325247110 |
| 2017-12-01 | 14.64192649877900 |
| 2018-01-01 | 14.69841377761160 |
| 2018-02-01 | 14.77835214252670 |
| 2018-03-01 | 14.80997088194940 |
| 2018-04-01 | 14.70642221751120 |
| 2018-05-01 | 14.66287544373300 |
| 2018-06-01 | 14.64005935641420 |
| 2018-07-01 | 14.61954049092470 |
| 2018-08-01 | 14.62143909340720 |
| 2018-09-01 | 14.63946504514580 |
| 2018-10-01 | 14.79212285532120 |
| 2018-11-01 | 14.82850373161450 |
| 2018-12-01 | 14.90106726846640 |
| 2019-01-01 | 14.89222560201580 |
| 2019-02-01 | 14.86658432587650 |
| 2019-03-01 | 14.89065577092900 |
| 2019-04-01 | 14.70619737678870 |
| 2019-05-01 | 14.78150934632810 |
| 2019-06-01 | 14.53314964181040 |
| 2019-07-01 | 14.95111282262180 |
| 2019-08-01 | 14.82420788677750 |
| 2019-09-01 | 14.69051749596690 |
| 2019-10-01 | 14.59110207634500 |
| 2019-11-01 | 14.60045786270040 |
| 2019-12-01 | 14.65303733502840 |
| 2020-01-01 | 14.69706902563190 |
| 2020-02-01 | 14.77331212044750 |
| 2020-03-01 | 14.27315742343360 |
| 2020-04-01 | 7.29799171216337 |
| 2020-05-01 | 7.91320234102196 |
| 2020-06-01 | 9.91081509209772 |
| 2020-07-01 | 11.06652004622150 |
| 2020-08-01 | 11.42413093937890 |
| 2020-09-01 | 12.12641667718450 |
| 2020-10-01 | 12.41853426898370 |
| 2020-11-01 | 12.28440135115940 |
| 2020-12-01 | 10.01569137818350 |
| 2021-01-01 | 11.49772369552100 |
| 2021-02-01 | 12.17118511804680 |
| 2021-03-01 | 12.34688920594570 |
| 2021-04-01 | 12.68484654932270 |
| 2021-05-01 | 12.64111044548900 |
| 2021-06-01 | 12.69568072447280 |
| 2021-07-01 | 13.47867424559130 |
| 2021-08-01 | 13.52913240063210 |
| 2021-09-01 | 13.65688161861150 |
| 2021-10-01 | 13.95116001249850 |
| 2021-11-01 | 14.26568339650370 |
| 2021-12-01 | 14.09002045709300 |
| 2022-01-01 | 13.99897217391340 |
| 2022-02-01 | 13.97017697664530 |
| 2022-03-01 | 14.01861698441900 |
| 2022-04-01 | 13.96026369510620 |
| 2022-05-01 | 13.86859862763520 |
| 2022-06-01 | 13.68201986366680 |
| 2022-07-01 | 14.18965699759690 |
| 2022-08-01 | 14.03787844909090 |
| 2022-09-01 | 14.28510147556840 |
| 2022-10-01 | 13.98115985427160 |
| 2022-11-01 | 14.05512144051820 |
| 2022-12-01 | 13.97525367041340 |
| 2023-01-01 | 13.98462606185680 |
| 2023-02-01 | 14.16382160792640 |
| 2023-03-01 | 14.08960412513520 |
| 2023-04-01 | 13.84543112139930 |
| 2023-05-01 | 14.08536385795530 |
| 2023-06-01 | 14.28434393629660 |
| 2023-07-01 | 14.30508907611590 |
| 2023-08-01 | 14.35039177309630 |
| 2023-09-01 | 14.30170831115960 |
| 2023-10-01 | 14.19987726956730 |
| 2023-11-01 | 14.23798881999290 |
| 2023-12-01 | 14.46870298821080 |
| 2024-01-01 | 14.66970296627400 |
| 2024-02-01 | 14.65057764101550 |
| 2024-03-01 | 14.87399291717860 |
| 2024-04-01 | 14.84501124768490 |
| 2024-05-01 | 14.89321852707480 |
| 2024-06-01 | 14.79379817904730 |
| 2024-07-01 | 14.71771145820160 |
| 2024-08-01 | 14.65031348452080 |
| 2024-09-01 | 14.61564284138170 |
| 2024-10-01 | 14.71025196355310 |
| 2024-11-01 | 14.83258375492680 |
| 2024-12-01 | 14.96635837866910 |
| 2025-01-01 | 14.64193478662790 |
| 2025-02-01 | 14.74214829267630 |
| 2025-03-01 | 14.67207580957330 |
| 2025-04-01 | 14.65082479028140 |
| 2025-05-01 | 14.47870125110320 |
| 2025-06-01 | 14.51158566953820 |
| 2025-07-01 | 14.54382305496220 |
| 2025-08-01 | 14.64987581638880 |
| 2025-09-01 | 14.52268756282220 |
| 2025-10-01 | 14.60409761498260 |
| 2025-11-01 | 14.51827904746650 |
| 2025-12-01 | 14.36266350630900 |
| 2026-01-01 | 14.43052300830520 |
| 2026-02-01 | 14.24132150315170 |
| 2026-03-01 | 14.18055444926540 |
| 2026-04-01 | 14.24689696770770 |
| 2026-05-01 | 14.36514018282320 |
| 2026-06-01 | 14.32587248648250 |
| 2026-07-01 | 14.26647943788960 |