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 2026-08-01 |
| Last Updated | 2026-09-18 12:10 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 | 10.6086592114 |
| 1990-02-01 | 10.6400762546 |
| 1990-03-01 | 10.6872136303 |
| 1990-04-01 | 10.7995040014 |
| 1990-05-01 | 10.7703744273 |
| 1990-06-01 | 10.7121624666 |
| 1990-07-01 | 10.6072051479 |
| 1990-08-01 | 10.8051702933 |
| 1990-09-01 | 10.7737071008 |
| 1990-10-01 | 10.9190186181 |
| 1990-11-01 | 11.0444028406 |
| 1990-12-01 | 10.7435186732 |
| 1991-01-01 | 11.0983181290 |
| 1991-02-01 | 11.1351928534 |
| 1991-03-01 | 11.0887026380 |
| 1991-04-01 | 10.6929914942 |
| 1991-05-01 | 10.5743715587 |
| 1991-06-01 | 10.8164213740 |
| 1991-07-01 | 10.9021716384 |
| 1991-08-01 | 11.1171022316 |
| 1991-09-01 | 11.1869298238 |
| 1991-10-01 | 10.9055705656 |
| 1991-11-01 | 10.8448600676 |
| 1991-12-01 | 10.9424047666 |
| 1992-01-01 | 10.6857003299 |
| 1992-02-01 | 10.6266039566 |
| 1992-03-01 | 10.6977739636 |
| 1992-04-01 | 10.9909714808 |
| 1992-05-01 | 11.2859393520 |
| 1992-06-01 | 11.1240124836 |
| 1992-07-01 | 11.1917396968 |
| 1992-08-01 | 10.8274225291 |
| 1992-09-01 | 10.8017689783 |
| 1992-10-01 | 10.7752087419 |
| 1992-11-01 | 10.8439398258 |
| 1992-12-01 | 10.9252302871 |
| 1993-01-01 | 11.6764266733 |
| 1993-02-01 | 11.7409471890 |
| 1993-03-01 | 11.7342966012 |
| 1993-04-01 | 11.4876064688 |
| 1993-05-01 | 11.3964593794 |
| 1993-06-01 | 11.4273752486 |
| 1993-07-01 | 11.0646763372 |
| 1993-08-01 | 11.3225967248 |
| 1993-09-01 | 11.4288958667 |
| 1993-10-01 | 11.4395642499 |
| 1993-11-01 | 11.4349095561 |
| 1993-12-01 | 11.3109307064 |
| 1994-01-01 | 11.5682127722 |
| 1994-02-01 | 11.5510557196 |
| 1994-03-01 | 11.5738866493 |
| 1994-04-01 | 11.8087395981 |
| 1994-05-01 | 11.7148963018 |
| 1994-06-01 | 11.6442554897 |
| 1994-07-01 | 11.7437525081 |
| 1994-08-01 | 11.5788465977 |
| 1994-09-01 | 11.6364918621 |
| 1994-10-01 | 11.7942342535 |
| 1994-11-01 | 11.8166952419 |
| 1994-12-01 | 12.0111324420 |
| 1995-01-01 | 11.9700092260 |
| 1995-02-01 | 12.1766391066 |
| 1995-03-01 | 12.2306691130 |
| 1995-04-01 | 12.3379914718 |
| 1995-05-01 | 12.3268613306 |
| 1995-06-01 | 12.6610141193 |
| 1995-07-01 | 12.2062777333 |
| 1995-08-01 | 12.2085127061 |
| 1995-09-01 | 12.4423022390 |
| 1995-10-01 | 12.5656592562 |
| 1995-11-01 | 12.7987777282 |
| 1995-12-01 | 12.6179228119 |
| 1996-01-01 | 12.0869005393 |
| 1996-02-01 | 12.0903344033 |
| 1996-03-01 | 12.0752812778 |
| 1996-04-01 | 11.9779396927 |
| 1996-05-01 | 12.0345051331 |
| 1996-06-01 | 12.0876162387 |
| 1996-07-01 | 12.0736549519 |
| 1996-08-01 | 12.1243541346 |
| 1996-09-01 | 12.0216326359 |
| 1996-10-01 | 11.9587499188 |
| 1996-11-01 | 11.9898805929 |
| 1996-12-01 | 11.9251166595 |
| 1997-01-01 | 12.0160783331 |
| 1997-02-01 | 12.0080368763 |
| 1997-03-01 | 12.0100044657 |
| 1997-04-01 | 11.8085181105 |
| 1997-05-01 | 12.1364366214 |
| 1997-06-01 | 12.0920411867 |
| 1997-07-01 | 12.2283327320 |
| 1997-08-01 | 12.3676472207 |
| 1997-09-01 | 12.3089901330 |
| 1997-10-01 | 12.3750017731 |
| 1997-11-01 | 12.3890412699 |
| 1997-12-01 | 12.2419554175 |
| 1998-01-01 | 12.4414556883 |
| 1998-02-01 | 12.5053452455 |
| 1998-03-01 | 12.5200911646 |
| 1998-04-01 | 12.5225495654 |
| 1998-05-01 | 12.6332896521 |
| 1998-06-01 | 12.7999799087 |
| 1998-07-01 | 12.9058340518 |
| 1998-08-01 | 12.9330366876 |
| 1998-09-01 | 12.8961057969 |
| 1998-10-01 | 12.8887767217 |
| 1998-11-01 | 12.8825160574 |
| 1998-12-01 | 12.9627379393 |
| 1999-01-01 | 12.8679141312 |
| 1999-02-01 | 12.9028933486 |
| 1999-03-01 | 12.9233622887 |
| 1999-04-01 | 13.0208371718 |
| 1999-05-01 | 13.0297936377 |
| 1999-06-01 | 12.8909737212 |
| 1999-07-01 | 12.9934988355 |
| 1999-08-01 | 12.9230120264 |
| 1999-09-01 | 12.9952925186 |
| 1999-10-01 | 12.8016387632 |
| 1999-11-01 | 12.8683050368 |
| 1999-12-01 | 12.9758744477 |
| 2000-01-01 | 12.9874626334 |
| 2000-02-01 | 13.1080134663 |
| 2000-03-01 | 13.1295828841 |
| 2000-04-01 | 13.0100456456 |
| 2000-05-01 | 12.9103611729 |
| 2000-06-01 | 12.9819914975 |
| 2000-07-01 | 12.5076997090 |
| 2000-08-01 | 12.7260171299 |
| 2000-09-01 | 12.8877949761 |
| 2000-10-01 | 13.1092025185 |
| 2000-11-01 | 13.1500834346 |
| 2000-12-01 | 13.1706220912 |
| 2001-01-01 | 13.4023095840 |
| 2001-02-01 | 13.4292727659 |
| 2001-03-01 | 13.6369365851 |
| 2001-04-01 | 13.4039589401 |
| 2001-05-01 | 13.1953131121 |
| 2001-06-01 | 13.3611231624 |
| 2001-07-01 | 13.4292521085 |
| 2001-08-01 | 13.5376577274 |
| 2001-09-01 | 13.3765392609 |
| 2001-10-01 | 13.4079698339 |
| 2001-11-01 | 13.3307215181 |
| 2001-12-01 | 13.2728287585 |
| 2002-01-01 | 13.0002994190 |
| 2002-02-01 | 12.8562343278 |
| 2002-03-01 | 13.0468846183 |
| 2002-04-01 | 13.2041058134 |
| 2002-05-01 | 13.1725751602 |
| 2002-06-01 | 13.3482702906 |
| 2002-07-01 | 13.6538567371 |
| 2002-08-01 | 13.4468928958 |
| 2002-09-01 | 13.3635743972 |
| 2002-10-01 | 13.3035494952 |
| 2002-11-01 | 13.4170265343 |
| 2002-12-01 | 13.2693710871 |
| 2003-01-01 | 13.4009877566 |
| 2003-02-01 | 13.2789318890 |
| 2003-03-01 | 13.2506343709 |
| 2003-04-01 | 13.2119315573 |
| 2003-05-01 | 13.3604936906 |
| 2003-06-01 | 13.4343079684 |
| 2003-07-01 | 13.1606155304 |
| 2003-08-01 | 13.1554826221 |
| 2003-09-01 | 13.2507827633 |
| 2003-10-01 | 13.2064371163 |
| 2003-11-01 | 13.2129592123 |
| 2003-12-01 | 13.3727102802 |
| 2004-01-01 | 13.2985969242 |
| 2004-02-01 | 13.2957450871 |
| 2004-03-01 | 13.3473263675 |
| 2004-04-01 | 13.4301762900 |
| 2004-05-01 | 13.3350429772 |
| 2004-06-01 | 13.2211039316 |
| 2004-07-01 | 13.3578268600 |
| 2004-08-01 | 13.3662064724 |
| 2004-09-01 | 13.4413919619 |
| 2004-10-01 | 13.4145447184 |
| 2004-11-01 | 13.3247665592 |
| 2004-12-01 | 13.2753399540 |
| 2005-01-01 | 13.3054985361 |
| 2005-02-01 | 13.2960248055 |
| 2005-03-01 | 13.3335395812 |
| 2005-04-01 | 13.3475888713 |
| 2005-05-01 | 13.3174468120 |
| 2005-06-01 | 13.4117334906 |
| 2005-07-01 | 13.3409938032 |
| 2005-08-01 | 13.1739495137 |
| 2005-09-01 | 13.2410194639 |
| 2005-10-01 | 13.6136668944 |
| 2005-11-01 | 13.7385976788 |
| 2005-12-01 | 13.7989886126 |
| 2006-01-01 | 13.9123957743 |
| 2006-02-01 | 13.8917053773 |
| 2006-03-01 | 13.8200586578 |
| 2006-04-01 | 13.4688168343 |
| 2006-05-01 | 13.3992055833 |
| 2006-06-01 | 13.4936913396 |
| 2006-07-01 | 13.6168361061 |
| 2006-08-01 | 13.4717054086 |
| 2006-09-01 | 13.4508249720 |
| 2006-10-01 | 13.3093262115 |
| 2006-11-01 | 13.3536151874 |
| 2006-12-01 | 13.4325708255 |
| 2007-01-01 | 13.3235323269 |
| 2007-02-01 | 13.3846686016 |
| 2007-03-01 | 13.5150164837 |
| 2007-04-01 | 13.5814896158 |
| 2007-05-01 | 13.7873147892 |
| 2007-06-01 | 13.9760761021 |
| 2007-07-01 | 13.8855070644 |
| 2007-08-01 | 13.9589230336 |
| 2007-09-01 | 13.9506607046 |
| 2007-10-01 | 14.0079938019 |
| 2007-11-01 | 13.9636491231 |
| 2007-12-01 | 13.9826695562 |
| 2008-01-01 | 13.9402436303 |
| 2008-02-01 | 14.0907111863 |
| 2008-03-01 | 13.9188052122 |
| 2008-04-01 | 13.8889334655 |
| 2008-05-01 | 13.8626386962 |
| 2008-06-01 | 13.7411155190 |
| 2008-07-01 | 13.7588000467 |
| 2008-08-01 | 13.7513475693 |
| 2008-09-01 | 13.6358278675 |
| 2008-10-01 | 13.7077229873 |
| 2008-11-01 | 13.6871631067 |
| 2008-12-01 | 13.6374375777 |
| 2009-01-01 | 13.6613809747 |
| 2009-02-01 | 13.5986553908 |
| 2009-03-01 | 13.6256642943 |
| 2009-04-01 | 13.5771011864 |
| 2009-05-01 | 13.5409511675 |
| 2009-06-01 | 13.6121383640 |
| 2009-07-01 | 13.7387977912 |
| 2009-08-01 | 13.5434749966 |
| 2009-09-01 | 13.5004900236 |
| 2009-10-01 | 13.5070447081 |
| 2009-11-01 | 13.5097141051 |
| 2009-12-01 | 13.4918592054 |
| 2010-01-01 | 13.5915133153 |
| 2010-02-01 | 13.5207538125 |
| 2010-03-01 | 13.4323682025 |
| 2010-04-01 | 13.6619583022 |
| 2010-05-01 | 13.3359198992 |
| 2010-06-01 | 13.2683227459 |
| 2010-07-01 | 13.2134017099 |
| 2010-08-01 | 13.2333147744 |
| 2010-09-01 | 13.2480251292 |
| 2010-10-01 | 13.5128876606 |
| 2010-11-01 | 13.3441499017 |
| 2010-12-01 | 13.2417218207 |
| 2011-01-01 | 13.2137147380 |
| 2011-02-01 | 13.2420411108 |
| 2011-03-01 | 13.2437044845 |
| 2011-04-01 | 13.4557732767 |
| 2011-05-01 | 13.3455080656 |
| 2011-06-01 | 13.2347412883 |
| 2011-07-01 | 13.1763348106 |
| 2011-08-01 | 13.1129085514 |
| 2011-09-01 | 13.3813740807 |
| 2011-10-01 | 13.1264958029 |
| 2011-11-01 | 13.0707495233 |
| 2011-12-01 | 12.9750217338 |
| 2012-01-01 | 13.2417779037 |
| 2012-02-01 | 13.3772261021 |
| 2012-03-01 | 13.4661480850 |
| 2012-04-01 | 13.5576833532 |
| 2012-05-01 | 13.5583077712 |
| 2012-06-01 | 13.5011046909 |
| 2012-07-01 | 13.4278657721 |
| 2012-08-01 | 13.4815846350 |
| 2012-09-01 | 13.5216036200 |
| 2012-10-01 | 13.5413891899 |
| 2012-11-01 | 13.6018837235 |
| 2012-12-01 | 13.6071252888 |
| 2013-01-01 | 13.5617389763 |
| 2013-02-01 | 13.5954341062 |
| 2013-03-01 | 13.6947453751 |
| 2013-04-01 | 13.3614432304 |
| 2013-05-01 | 13.5666849626 |
| 2013-06-01 | 13.7915953719 |
| 2013-07-01 | 14.0720937469 |
| 2013-08-01 | 14.0514472762 |
| 2013-09-01 | 13.7938213677 |
| 2013-10-01 | 13.6472816565 |
| 2013-11-01 | 13.5191705489 |
| 2013-12-01 | 13.5334603385 |
| 2014-01-01 | 13.5673113265 |
| 2014-02-01 | 13.5030693951 |
| 2014-03-01 | 13.5240929139 |
| 2014-04-01 | 13.4674902834 |
| 2014-05-01 | 13.5755639270 |
| 2014-06-01 | 13.6899631848 |
| 2014-07-01 | 13.8199324895 |
| 2014-08-01 | 14.0282353161 |
| 2014-09-01 | 13.8940179551 |
| 2014-10-01 | 13.7458174819 |
| 2014-11-01 | 13.8405796680 |
| 2014-12-01 | 13.8624598386 |
| 2015-01-01 | 13.5541146303 |
| 2015-02-01 | 13.6810265631 |
| 2015-03-01 | 13.7385376515 |
| 2015-04-01 | 13.8761655762 |
| 2015-05-01 | 13.8748430413 |
| 2015-06-01 | 14.2054570060 |
| 2015-07-01 | 13.8854680664 |
| 2015-08-01 | 14.0229546535 |
| 2015-09-01 | 14.0324268469 |
| 2015-10-01 | 14.0340836752 |
| 2015-11-01 | 14.1469000966 |
| 2015-12-01 | 14.0717796247 |
| 2016-01-01 | 14.1347189952 |
| 2016-02-01 | 14.2516405515 |
| 2016-03-01 | 14.1383897678 |
| 2016-04-01 | 14.3881450212 |
| 2016-05-01 | 14.1692920243 |
| 2016-06-01 | 14.0213505086 |
| 2016-07-01 | 14.1707546798 |
| 2016-08-01 | 14.0222471403 |
| 2016-09-01 | 13.9939544451 |
| 2016-10-01 | 14.1242995178 |
| 2016-11-01 | 14.0534147944 |
| 2016-12-01 | 14.0685931477 |
| 2017-01-01 | 14.2138183973 |
| 2017-02-01 | 14.2025204062 |
| 2017-03-01 | 14.2243349617 |
| 2017-04-01 | 14.6028851350 |
| 2017-05-01 | 14.4602725942 |
| 2017-06-01 | 14.5414196066 |
| 2017-07-01 | 14.5853707405 |
| 2017-08-01 | 14.6213023371 |
| 2017-09-01 | 14.7711097661 |
| 2017-10-01 | 14.7062839832 |
| 2017-11-01 | 14.6434198689 |
| 2017-12-01 | 14.6418051180 |
| 2018-01-01 | 14.6983651017 |
| 2018-02-01 | 14.7784395569 |
| 2018-03-01 | 14.8100422575 |
| 2018-04-01 | 14.7065517574 |
| 2018-05-01 | 14.6629975577 |
| 2018-06-01 | 14.6411928706 |
| 2018-07-01 | 14.6189992895 |
| 2018-08-01 | 14.6209707128 |
| 2018-09-01 | 14.6388756583 |
| 2018-10-01 | 14.7922890382 |
| 2018-11-01 | 14.8285335821 |
| 2018-12-01 | 14.9008522950 |
| 2019-01-01 | 14.8921495277 |
| 2019-02-01 | 14.8667240132 |
| 2019-03-01 | 14.8907731372 |
| 2019-04-01 | 14.7063494372 |
| 2019-05-01 | 14.7817718778 |
| 2019-06-01 | 14.5347782535 |
| 2019-07-01 | 14.9501473887 |
| 2019-08-01 | 14.8234295815 |
| 2019-09-01 | 14.6898433709 |
| 2019-10-01 | 14.5913264532 |
| 2019-11-01 | 14.6006708620 |
| 2019-12-01 | 14.6527335000 |
| 2020-01-01 | 14.6969800719 |
| 2020-02-01 | 14.7735138447 |
| 2020-03-01 | 14.2733902753 |
| 2020-04-01 | 7.2978162292 |
| 2020-05-01 | 7.9136995979 |
| 2020-06-01 | 9.9127525949 |
| 2020-07-01 | 11.0652812012 |
| 2020-08-01 | 11.4231307186 |
| 2020-09-01 | 12.1258286287 |
| 2020-10-01 | 12.4186417977 |
| 2020-11-01 | 12.2849152987 |
| 2020-12-01 | 10.0154298198 |
| 2021-01-01 | 11.4977580727 |
| 2021-02-01 | 12.1715112480 |
| 2021-03-01 | 12.3471724212 |
| 2021-04-01 | 12.6841193721 |
| 2021-05-01 | 12.6414429482 |
| 2021-06-01 | 12.6973141260 |
| 2021-07-01 | 13.4773190195 |
| 2021-08-01 | 13.5281641383 |
| 2021-09-01 | 13.6567599930 |
| 2021-10-01 | 13.9516492895 |
| 2021-11-01 | 14.2667022983 |
| 2021-12-01 | 14.0894377320 |
| 2022-01-01 | 13.9995132818 |
| 2022-02-01 | 13.9707713910 |
| 2022-03-01 | 14.0188385128 |
| 2022-04-01 | 13.9586314532 |
| 2022-05-01 | 13.8682209454 |
| 2022-06-01 | 13.6825667329 |
| 2022-07-01 | 14.1880360442 |
| 2022-08-01 | 14.0371066862 |
| 2022-09-01 | 14.2857398628 |
| 2022-10-01 | 13.9823745553 |
| 2022-11-01 | 14.0572373458 |
| 2022-12-01 | 13.9747969280 |
| 2023-01-01 | 13.9861759038 |
| 2023-02-01 | 14.1651119081 |
| 2023-03-01 | 14.0898579903 |
| 2023-04-01 | 13.8432214772 |
| 2023-05-01 | 14.0836943719 |
| 2023-06-01 | 14.2823821408 |
| 2023-07-01 | 14.2945142864 |
| 2023-08-01 | 14.3556551133 |
| 2023-09-01 | 14.3060142369 |
| 2023-10-01 | 14.2028988206 |
| 2023-11-01 | 14.2410912523 |
| 2023-12-01 | 14.4684516889 |
| 2024-01-01 | 14.6722689888 |
| 2024-02-01 | 14.6525609127 |
| 2024-03-01 | 14.8742888248 |
| 2024-04-01 | 14.8420591657 |
| 2024-05-01 | 14.8896835138 |
| 2024-06-01 | 14.7884836155 |
| 2024-07-01 | 14.6955078451 |
| 2024-08-01 | 14.6643342552 |
| 2024-09-01 | 14.6240362155 |
| 2024-10-01 | 14.7152344858 |
| 2024-11-01 | 14.8365315594 |
| 2024-12-01 | 14.9667252080 |
| 2025-01-01 | 14.6453048046 |
| 2025-02-01 | 14.7447272275 |
| 2025-03-01 | 14.6723606409 |
| 2025-04-01 | 14.6475780400 |
| 2025-05-01 | 14.4731971030 |
| 2025-06-01 | 14.5028020896 |
| 2025-07-01 | 14.5070482471 |
| 2025-08-01 | 14.6757091468 |
| 2025-09-01 | 14.5354809633 |
| 2025-10-01 | 14.6111795470 |
| 2025-11-01 | 14.5227294592 |
| 2025-12-01 | 14.3631059276 |
| 2026-01-01 | 14.4342177835 |
| 2026-02-01 | 14.2442415725 |
| 2026-03-01 | 14.1810735842 |
| 2026-04-01 | 14.2437721541 |
| 2026-05-01 | 14.3583570529 |
| 2026-06-01 | 14.3148976263 |
| 2026-07-01 | 14.3213392136 |
| 2026-08-01 | 14.1808605761 |