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 2026-09-01 |
| Last Updated | 2026-10-20 9:44 AM 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 | 10.6189624288 |
| 1990-02-01 | 10.6490981549 |
| 1990-03-01 | 10.6947021965 |
| 1990-04-01 | 10.8032253024 |
| 1990-05-01 | 10.7666838664 |
| 1990-06-01 | 10.7148689132 |
| 1990-07-01 | 10.6081656359 |
| 1990-08-01 | 10.8052658978 |
| 1990-09-01 | 10.7739615251 |
| 1990-10-01 | 10.9167070256 |
| 1990-11-01 | 11.0405247044 |
| 1990-12-01 | 10.7188387465 |
| 1991-01-01 | 11.1088689694 |
| 1991-02-01 | 11.1441613134 |
| 1991-03-01 | 11.0959730775 |
| 1991-04-01 | 10.6963171358 |
| 1991-05-01 | 10.5713994658 |
| 1991-06-01 | 10.8188837100 |
| 1991-07-01 | 10.9028557444 |
| 1991-08-01 | 11.1169433951 |
| 1991-09-01 | 11.1868086848 |
| 1991-10-01 | 10.9031372774 |
| 1991-11-01 | 10.8410914261 |
| 1991-12-01 | 10.9204239995 |
| 1992-01-01 | 10.6958257538 |
| 1992-02-01 | 10.6349910323 |
| 1992-03-01 | 10.7044210879 |
| 1992-04-01 | 10.9935624263 |
| 1992-05-01 | 11.2833599653 |
| 1992-06-01 | 11.1261696702 |
| 1992-07-01 | 11.1926655120 |
| 1992-08-01 | 10.8274225160 |
| 1992-09-01 | 10.8010428996 |
| 1992-10-01 | 10.7723800370 |
| 1992-11-01 | 10.8395925565 |
| 1992-12-01 | 10.9089187354 |
| 1993-01-01 | 11.6845135712 |
| 1993-02-01 | 11.7477987707 |
| 1993-03-01 | 11.7398375681 |
| 1993-04-01 | 11.4896331039 |
| 1993-05-01 | 11.3943313524 |
| 1993-06-01 | 11.4293089926 |
| 1993-07-01 | 11.0660866008 |
| 1993-08-01 | 11.3230230159 |
| 1993-09-01 | 11.4276885297 |
| 1993-10-01 | 11.4367178405 |
| 1993-11-01 | 11.4302079528 |
| 1993-12-01 | 11.2990509357 |
| 1994-01-01 | 11.5749393027 |
| 1994-02-01 | 11.5565261173 |
| 1994-03-01 | 11.5780780300 |
| 1994-04-01 | 11.8099890677 |
| 1994-05-01 | 11.7135678492 |
| 1994-06-01 | 11.6456067127 |
| 1994-07-01 | 11.7454766016 |
| 1994-08-01 | 11.5792609828 |
| 1994-09-01 | 11.6350388631 |
| 1994-10-01 | 11.7917985541 |
| 1994-11-01 | 11.8125201791 |
| 1994-12-01 | 12.0045914968 |
| 1995-01-01 | 11.9740699503 |
| 1995-02-01 | 12.1800725889 |
| 1995-03-01 | 12.2333190687 |
| 1995-04-01 | 12.3385459326 |
| 1995-05-01 | 12.3265525299 |
| 1995-06-01 | 12.6619077681 |
| 1995-07-01 | 12.2080300877 |
| 1995-08-01 | 12.2087297725 |
| 1995-09-01 | 12.4411142254 |
| 1995-10-01 | 12.5642178278 |
| 1995-11-01 | 12.7961102354 |
| 1995-12-01 | 12.6139547522 |
| 1996-01-01 | 12.0889759857 |
| 1996-02-01 | 12.0922236768 |
| 1996-03-01 | 12.0767352388 |
| 1996-04-01 | 11.9779310286 |
| 1996-05-01 | 12.0347907118 |
| 1996-06-01 | 12.0881298795 |
| 1996-07-01 | 12.0753808453 |
| 1996-08-01 | 12.1242618556 |
| 1996-09-01 | 12.0208469753 |
| 1996-10-01 | 11.9580514404 |
| 1996-11-01 | 11.9885476124 |
| 1996-12-01 | 11.9236388282 |
| 1997-01-01 | 12.0162264212 |
| 1997-02-01 | 12.0086140810 |
| 1997-03-01 | 12.0106596398 |
| 1997-04-01 | 11.8085247685 |
| 1997-05-01 | 12.1367033241 |
| 1997-06-01 | 12.0925703301 |
| 1997-07-01 | 12.2297392528 |
| 1997-08-01 | 12.3672310085 |
| 1997-09-01 | 12.3086628118 |
| 1997-10-01 | 12.3746194190 |
| 1997-11-01 | 12.3882196782 |
| 1997-12-01 | 12.2414580195 |
| 1998-01-01 | 12.4414221928 |
| 1998-02-01 | 12.5055446806 |
| 1998-03-01 | 12.5203396880 |
| 1998-04-01 | 12.5226607399 |
| 1998-05-01 | 12.6334614260 |
| 1998-06-01 | 12.8003518745 |
| 1998-07-01 | 12.9066885000 |
| 1998-08-01 | 12.9321257709 |
| 1998-09-01 | 12.8960514054 |
| 1998-10-01 | 12.8885265287 |
| 1998-11-01 | 12.8820720099 |
| 1998-12-01 | 12.9631861941 |
| 1999-01-01 | 12.8678000935 |
| 1999-02-01 | 12.9029390950 |
| 1999-03-01 | 12.9234493739 |
| 1999-04-01 | 13.0209190752 |
| 1999-05-01 | 13.0299889172 |
| 1999-06-01 | 12.8912078929 |
| 1999-07-01 | 12.9937347679 |
| 1999-08-01 | 12.9219045001 |
| 1999-09-01 | 12.9953748105 |
| 1999-10-01 | 12.8014564345 |
| 1999-11-01 | 12.8681864002 |
| 1999-12-01 | 12.9767780928 |
| 2000-01-01 | 12.9873569254 |
| 2000-02-01 | 13.1080059729 |
| 2000-03-01 | 13.1295726441 |
| 2000-04-01 | 13.0100609987 |
| 2000-05-01 | 12.9104030527 |
| 2000-06-01 | 12.9820756958 |
| 2000-07-01 | 12.5077996830 |
| 2000-08-01 | 12.7252252961 |
| 2000-09-01 | 12.8878504463 |
| 2000-10-01 | 13.1090891689 |
| 2000-11-01 | 13.1501080703 |
| 2000-12-01 | 13.1711673502 |
| 2001-01-01 | 13.4023350171 |
| 2001-02-01 | 13.4293496400 |
| 2001-03-01 | 13.6369210064 |
| 2001-04-01 | 13.4039595636 |
| 2001-05-01 | 13.1952711725 |
| 2001-06-01 | 13.3611130266 |
| 2001-07-01 | 13.4292703911 |
| 2001-08-01 | 13.5372291200 |
| 2001-09-01 | 13.3765790632 |
| 2001-10-01 | 13.4079377491 |
| 2001-11-01 | 13.3308136770 |
| 2001-12-01 | 13.2729295181 |
| 2002-01-01 | 13.0003886693 |
| 2002-02-01 | 12.8563512499 |
| 2002-03-01 | 13.0468855998 |
| 2002-04-01 | 13.2041061098 |
| 2002-05-01 | 13.1725364001 |
| 2002-06-01 | 13.3482586471 |
| 2002-07-01 | 13.6538727462 |
| 2002-08-01 | 13.4466197138 |
| 2002-09-01 | 13.3636089602 |
| 2002-10-01 | 13.3035417741 |
| 2002-11-01 | 13.4170731392 |
| 2002-12-01 | 13.2694169380 |
| 2003-01-01 | 13.4010282566 |
| 2003-02-01 | 13.2790179431 |
| 2003-03-01 | 13.2506315098 |
| 2003-04-01 | 13.2119348983 |
| 2003-05-01 | 13.3604725910 |
| 2003-06-01 | 13.4342960872 |
| 2003-07-01 | 13.1606191892 |
| 2003-08-01 | 13.1553445365 |
| 2003-09-01 | 13.2507959947 |
| 2003-10-01 | 13.2064518250 |
| 2003-11-01 | 13.2129752798 |
| 2003-12-01 | 13.3727270364 |
| 2004-01-01 | 13.2986143639 |
| 2004-02-01 | 13.2957973598 |
| 2004-03-01 | 13.3473245748 |
| 2004-04-01 | 13.4301782381 |
| 2004-05-01 | 13.3350293878 |
| 2004-06-01 | 13.2210820852 |
| 2004-07-01 | 13.3578102198 |
| 2004-08-01 | 13.3661967981 |
| 2004-09-01 | 13.4413858275 |
| 2004-10-01 | 13.4145436292 |
| 2004-11-01 | 13.3247710014 |
| 2004-12-01 | 13.2753473063 |
| 2005-01-01 | 13.3055064995 |
| 2005-02-01 | 13.2960493757 |
| 2005-03-01 | 13.3335415126 |
| 2005-04-01 | 13.3475879321 |
| 2005-05-01 | 13.3174432945 |
| 2005-06-01 | 13.4117174949 |
| 2005-07-01 | 13.3409854136 |
| 2005-08-01 | 13.1739461878 |
| 2005-09-01 | 13.2410186346 |
| 2005-10-01 | 13.6136678732 |
| 2005-11-01 | 13.7386007116 |
| 2005-12-01 | 13.7989920786 |
| 2006-01-01 | 13.9124006361 |
| 2006-02-01 | 13.8917081265 |
| 2006-03-01 | 13.8200628433 |
| 2006-04-01 | 13.4688199346 |
| 2006-05-01 | 13.3992075427 |
| 2006-06-01 | 13.4936876955 |
| 2006-07-01 | 13.6168174875 |
| 2006-08-01 | 13.4717069347 |
| 2006-09-01 | 13.4508267911 |
| 2006-10-01 | 13.3093272403 |
| 2006-11-01 | 13.3536156233 |
| 2006-12-01 | 13.4325703377 |
| 2007-01-01 | 13.3235333557 |
| 2007-02-01 | 13.3846678017 |
| 2007-03-01 | 13.5150204217 |
| 2007-04-01 | 13.5815043984 |
| 2007-05-01 | 13.7873198734 |
| 2007-06-01 | 13.9760817804 |
| 2007-07-01 | 13.8854726757 |
| 2007-08-01 | 13.9589268066 |
| 2007-09-01 | 13.9506622787 |
| 2007-10-01 | 14.0079946541 |
| 2007-11-01 | 13.9636428992 |
| 2007-12-01 | 13.9826626368 |
| 2008-01-01 | 13.9402411712 |
| 2008-02-01 | 14.0907105252 |
| 2008-03-01 | 13.9188116716 |
| 2008-04-01 | 13.8889839008 |
| 2008-05-01 | 13.8626450705 |
| 2008-06-01 | 13.7411230643 |
| 2008-07-01 | 13.7587433781 |
| 2008-08-01 | 13.7513465949 |
| 2008-09-01 | 13.6358289360 |
| 2008-10-01 | 13.7077215271 |
| 2008-11-01 | 13.6871515535 |
| 2008-12-01 | 13.6374068853 |
| 2009-01-01 | 13.6613829525 |
| 2009-02-01 | 13.5986644911 |
| 2009-03-01 | 13.6256821872 |
| 2009-04-01 | 13.5771915752 |
| 2009-05-01 | 13.5409567460 |
| 2009-06-01 | 13.6121367339 |
| 2009-07-01 | 13.7387306984 |
| 2009-08-01 | 13.5434675923 |
| 2009-09-01 | 13.5004969156 |
| 2009-10-01 | 13.5070460016 |
| 2009-11-01 | 13.5096929449 |
| 2009-12-01 | 13.4917875919 |
| 2010-01-01 | 13.5914912431 |
| 2010-02-01 | 13.5207355225 |
| 2010-03-01 | 13.4323526725 |
| 2010-04-01 | 13.6622847061 |
| 2010-05-01 | 13.3359268296 |
| 2010-06-01 | 13.2683501585 |
| 2010-07-01 | 13.2130833761 |
| 2010-08-01 | 13.2333889201 |
| 2010-09-01 | 13.2480912934 |
| 2010-10-01 | 13.5129101188 |
| 2010-11-01 | 13.3441096740 |
| 2010-12-01 | 13.2415808597 |
| 2011-01-01 | 13.2136364310 |
| 2011-02-01 | 13.2419737485 |
| 2011-03-01 | 13.2436583951 |
| 2011-04-01 | 13.4563362322 |
| 2011-05-01 | 13.3455381506 |
| 2011-06-01 | 13.2347959790 |
| 2011-07-01 | 13.1757586720 |
| 2011-08-01 | 13.1132652694 |
| 2011-09-01 | 13.3814520500 |
| 2011-10-01 | 13.1265000152 |
| 2011-11-01 | 13.0706783219 |
| 2011-12-01 | 12.9748648975 |
| 2012-01-01 | 13.2413101315 |
| 2012-02-01 | 13.3769702599 |
| 2012-03-01 | 13.4662329886 |
| 2012-04-01 | 13.5586203041 |
| 2012-05-01 | 13.5584687257 |
| 2012-06-01 | 13.5013342363 |
| 2012-07-01 | 13.4270424359 |
| 2012-08-01 | 13.4821941245 |
| 2012-09-01 | 13.5216579825 |
| 2012-10-01 | 13.5413033842 |
| 2012-11-01 | 13.6016765933 |
| 2012-12-01 | 13.6068425114 |
| 2013-01-01 | 13.5607360937 |
| 2013-02-01 | 13.5947959732 |
| 2013-03-01 | 13.6947368323 |
| 2013-04-01 | 13.3640184178 |
| 2013-05-01 | 13.5667419887 |
| 2013-06-01 | 13.7918021918 |
| 2013-07-01 | 14.0711952466 |
| 2013-08-01 | 14.0522283488 |
| 2013-09-01 | 13.7938282045 |
| 2013-10-01 | 13.6470908054 |
| 2013-11-01 | 13.5187614878 |
| 2013-12-01 | 13.5328753098 |
| 2014-01-01 | 13.5654143932 |
| 2014-02-01 | 13.5016038266 |
| 2014-03-01 | 13.5235828778 |
| 2014-04-01 | 13.4735436835 |
| 2014-05-01 | 13.5754719190 |
| 2014-06-01 | 13.6902766594 |
| 2014-07-01 | 13.8191112950 |
| 2014-08-01 | 14.0289836676 |
| 2014-09-01 | 13.8937609829 |
| 2014-10-01 | 13.7451234910 |
| 2014-11-01 | 13.8394588898 |
| 2014-12-01 | 13.8609303951 |
| 2015-01-01 | 13.5511999947 |
| 2015-02-01 | 13.6787711777 |
| 2015-03-01 | 13.7378114300 |
| 2015-04-01 | 13.8862944755 |
| 2015-05-01 | 13.8757772040 |
| 2015-06-01 | 14.2069600903 |
| 2015-07-01 | 13.8857561040 |
| 2015-08-01 | 14.0235597741 |
| 2015-09-01 | 14.0308806532 |
| 2015-10-01 | 14.0312415508 |
| 2015-11-01 | 14.1433489908 |
| 2015-12-01 | 14.0675864345 |
| 2016-01-01 | 14.1297742983 |
| 2016-02-01 | 14.2489485771 |
| 2016-03-01 | 14.1386562145 |
| 2016-04-01 | 14.4017358295 |
| 2016-05-01 | 14.1715108141 |
| 2016-06-01 | 14.0408284843 |
| 2016-07-01 | 14.1695912885 |
| 2016-08-01 | 14.0188450346 |
| 2016-09-01 | 13.9867180943 |
| 2016-10-01 | 14.1146359697 |
| 2016-11-01 | 14.0425769916 |
| 2016-12-01 | 14.0574880666 |
| 2017-01-01 | 14.2056376944 |
| 2017-02-01 | 14.2052645396 |
| 2017-03-01 | 14.2272993021 |
| 2017-04-01 | 14.6215811832 |
| 2017-05-01 | 14.4750008468 |
| 2017-06-01 | 14.5926534829 |
| 2017-07-01 | 14.5626779853 |
| 2017-08-01 | 14.6267077942 |
| 2017-09-01 | 14.7464698415 |
| 2017-10-01 | 14.6912071239 |
| 2017-11-01 | 14.6139431271 |
| 2017-12-01 | 14.6168547102 |
| 2018-01-01 | 14.6845712564 |
| 2018-02-01 | 14.7871341530 |
| 2018-03-01 | 14.8198485597 |
| 2018-04-01 | 14.7377836438 |
| 2018-05-01 | 14.7065271422 |
| 2018-06-01 | 14.7497026431 |
| 2018-07-01 | 14.5517246485 |
| 2018-08-01 | 14.6216757373 |
| 2018-09-01 | 14.5901785666 |
| 2018-10-01 | 14.7693988798 |
| 2018-11-01 | 14.7794528004 |
| 2018-12-01 | 14.8642310969 |
| 2019-01-01 | 14.8755267287 |
| 2019-02-01 | 14.8835737191 |
| 2019-03-01 | 14.9093956223 |
| 2019-04-01 | 14.7496166433 |
| 2019-05-01 | 14.8549025248 |
| 2019-06-01 | 14.7026117953 |
| 2019-07-01 | 14.8377357334 |
| 2019-08-01 | 14.8191296773 |
| 2019-09-01 | 14.6116622231 |
| 2019-10-01 | 14.5622656662 |
| 2019-11-01 | 14.5353087580 |
| 2019-12-01 | 14.6089351071 |
| 2020-01-01 | 14.6804603131 |
| 2020-02-01 | 14.7951075610 |
| 2020-03-01 | 14.3013099165 |
| 2020-04-01 | 7.3457884550 |
| 2020-05-01 | 8.0045438830 |
| 2020-06-01 | 10.1380902161 |
| 2020-07-01 | 10.9245712979 |
| 2020-08-01 | 11.3980898951 |
| 2020-09-01 | 12.0284126924 |
| 2020-10-01 | 12.3822430431 |
| 2020-11-01 | 12.2131226195 |
| 2020-12-01 | 9.9743180807 |
| 2021-01-01 | 11.4865495326 |
| 2021-02-01 | 12.1983280097 |
| 2021-03-01 | 12.3801762051 |
| 2021-04-01 | 12.7284219193 |
| 2021-05-01 | 12.7329211414 |
| 2021-06-01 | 12.9370748252 |
| 2021-07-01 | 13.3329807257 |
| 2021-08-01 | 13.4990564736 |
| 2021-09-01 | 13.5501732413 |
| 2021-10-01 | 13.9156526802 |
| 2021-11-01 | 14.1951416314 |
| 2021-12-01 | 14.0598263983 |
| 2022-01-01 | 13.9937260989 |
| 2022-02-01 | 13.9954233434 |
| 2022-03-01 | 14.0529131204 |
| 2022-04-01 | 13.9953890761 |
| 2022-05-01 | 13.9477711046 |
| 2022-06-01 | 13.9030993120 |
| 2022-07-01 | 14.0619874388 |
| 2022-08-01 | 13.9941305355 |
| 2022-09-01 | 14.1909929708 |
| 2022-10-01 | 13.9487757976 |
| 2022-11-01 | 14.0001165713 |
| 2022-12-01 | 13.9655385256 |
| 2023-01-01 | 13.9890131574 |
| 2023-02-01 | 14.1871793716 |
| 2023-03-01 | 14.1205016762 |
| 2023-04-01 | 13.8675051501 |
| 2023-05-01 | 14.1347986047 |
| 2023-06-01 | 14.4439694730 |
| 2023-07-01 | 14.2090181385 |
| 2023-08-01 | 14.3031292533 |
| 2023-09-01 | 14.2361774809 |
| 2023-10-01 | 14.1792710977 |
| 2023-11-01 | 14.2057038930 |
| 2023-12-01 | 14.4789931137 |
| 2024-01-01 | 14.6818100684 |
| 2024-02-01 | 14.6704353848 |
| 2024-03-01 | 14.8992804488 |
| 2024-04-01 | 14.8524043038 |
| 2024-05-01 | 14.9117211984 |
| 2024-06-01 | 14.8892752322 |
| 2024-07-01 | 14.6479411431 |
| 2024-08-01 | 14.6007657383 |
| 2024-09-01 | 14.5817656351 |
| 2024-10-01 | 14.7021010203 |
| 2024-11-01 | 14.8213690862 |
| 2024-12-01 | 14.9911823514 |
| 2025-01-01 | 14.6604425526 |
| 2025-02-01 | 14.7630278125 |
| 2025-03-01 | 14.6917924425 |
| 2025-04-01 | 14.6509127087 |
| 2025-05-01 | 14.4775511556 |
| 2025-06-01 | 14.5442209475 |
| 2025-07-01 | 14.4792831585 |
| 2025-08-01 | 14.6139629125 |
| 2025-09-01 | 14.5120546271 |
| 2025-10-01 | 14.6117848810 |
| 2025-11-01 | 14.5188911694 |
| 2025-12-01 | 14.3943808840 |
| 2026-01-01 | 14.4503129223 |
| 2026-02-01 | 14.2614300553 |
| 2026-03-01 | 14.1975075828 |
| 2026-04-01 | 14.2491572331 |
| 2026-05-01 | 14.3624649473 |
| 2026-06-01 | 14.3245351004 |
| 2026-07-01 | 14.2929169399 |
| 2026-08-01 | 14.2165918458 |
| 2026-09-01 | 14.1307071695 |