Table Data - All Employees: Service-Providing in Duluth, MN-WI (MSA)
| Title | All Employees: Service-Providing in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | SMU27202600700000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:19 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 | 89.9711496156 |
| 1990-02-01 | 89.9820792272 |
| 1990-03-01 | 90.0811648124 |
| 1990-04-01 | 90.4407336937 |
| 1990-05-01 | 90.5918957892 |
| 1990-06-01 | 89.8735407231 |
| 1990-07-01 | 90.5861296482 |
| 1990-08-01 | 91.8218109374 |
| 1990-09-01 | 91.6250652307 |
| 1990-10-01 | 91.3946527708 |
| 1990-11-01 | 92.0559981557 |
| 1990-12-01 | 91.5678173859 |
| 1991-01-01 | 91.5879457244 |
| 1991-02-01 | 91.8552494591 |
| 1991-03-01 | 91.8817895818 |
| 1991-04-01 | 90.9457793137 |
| 1991-05-01 | 91.9247320053 |
| 1991-06-01 | 91.6776330246 |
| 1991-07-01 | 92.1498619287 |
| 1991-08-01 | 93.0172500463 |
| 1991-09-01 | 92.8972170902 |
| 1991-10-01 | 93.0687088772 |
| 1991-11-01 | 93.0155661714 |
| 1991-12-01 | 93.6441971837 |
| 1992-01-01 | 94.0226555635 |
| 1992-02-01 | 93.8992400164 |
| 1992-03-01 | 93.5722889430 |
| 1992-04-01 | 94.4077247469 |
| 1992-05-01 | 94.6897676495 |
| 1992-06-01 | 95.0731974505 |
| 1992-07-01 | 94.7795857597 |
| 1992-08-01 | 94.2166878191 |
| 1992-09-01 | 94.3195785120 |
| 1992-10-01 | 93.8953974985 |
| 1992-11-01 | 93.5534233993 |
| 1992-12-01 | 93.8707322846 |
| 1993-01-01 | 94.1017217384 |
| 1993-02-01 | 93.9367077401 |
| 1993-03-01 | 94.1858916531 |
| 1993-04-01 | 94.7991149917 |
| 1993-05-01 | 94.3448231949 |
| 1993-06-01 | 94.7599430415 |
| 1993-07-01 | 94.6230326491 |
| 1993-08-01 | 94.7186878666 |
| 1993-09-01 | 95.0677493246 |
| 1993-10-01 | 95.5009861658 |
| 1993-11-01 | 95.7235857743 |
| 1993-12-01 | 95.6777628233 |
| 1994-01-01 | 96.0059930430 |
| 1994-02-01 | 96.3910994455 |
| 1994-03-01 | 96.2946254264 |
| 1994-04-01 | 96.5266670627 |
| 1994-05-01 | 96.5096928901 |
| 1994-06-01 | 96.5286794947 |
| 1994-07-01 | 97.4063428449 |
| 1994-08-01 | 97.3146483382 |
| 1994-09-01 | 97.0199548316 |
| 1994-10-01 | 97.2673498008 |
| 1994-11-01 | 97.5296195261 |
| 1994-12-01 | 97.8700288780 |
| 1995-01-01 | 98.2537429241 |
| 1995-02-01 | 98.5990542322 |
| 1995-03-01 | 98.8255420341 |
| 1995-04-01 | 98.7468964427 |
| 1995-05-01 | 98.8360495616 |
| 1995-06-01 | 99.8965188731 |
| 1995-07-01 | 100.3013044991 |
| 1995-08-01 | 99.9712872205 |
| 1995-09-01 | 101.0796670083 |
| 1995-10-01 | 101.2710132279 |
| 1995-11-01 | 101.9147046660 |
| 1995-12-01 | 101.6534982472 |
| 1996-01-01 | 101.3070842606 |
| 1996-02-01 | 101.8561454681 |
| 1996-03-01 | 101.7458941288 |
| 1996-04-01 | 102.1447071658 |
| 1996-05-01 | 102.3418044554 |
| 1996-06-01 | 102.0583187072 |
| 1996-07-01 | 101.8072459735 |
| 1996-08-01 | 102.3235409479 |
| 1996-09-01 | 102.6265948817 |
| 1996-10-01 | 102.8844318008 |
| 1996-11-01 | 103.2571854060 |
| 1996-12-01 | 103.0995009020 |
| 1997-01-01 | 103.6885231346 |
| 1997-02-01 | 103.6514159811 |
| 1997-03-01 | 103.8656014590 |
| 1997-04-01 | 103.5353823884 |
| 1997-05-01 | 103.9204948790 |
| 1997-06-01 | 104.5067562884 |
| 1997-07-01 | 104.7507115655 |
| 1997-08-01 | 105.0134814752 |
| 1997-09-01 | 105.3554107709 |
| 1997-10-01 | 107.0479502820 |
| 1997-11-01 | 105.9386733061 |
| 1997-12-01 | 105.9397626208 |
| 1998-01-01 | 106.2307368542 |
| 1998-02-01 | 106.2346818800 |
| 1998-03-01 | 105.8592732282 |
| 1998-04-01 | 106.5682365218 |
| 1998-05-01 | 108.0317249315 |
| 1998-06-01 | 108.4351412669 |
| 1998-07-01 | 107.9458512847 |
| 1998-08-01 | 107.8800415111 |
| 1998-09-01 | 107.2396967397 |
| 1998-10-01 | 107.2951877758 |
| 1998-11-01 | 107.3451314539 |
| 1998-12-01 | 107.4066008910 |
| 1999-01-01 | 107.3533167731 |
| 1999-02-01 | 106.9641272408 |
| 1999-03-01 | 107.3439192809 |
| 1999-04-01 | 108.4413299819 |
| 1999-05-01 | 108.0610187620 |
| 1999-06-01 | 108.0163096943 |
| 1999-07-01 | 108.5612182924 |
| 1999-08-01 | 108.6969360558 |
| 1999-09-01 | 108.5580337585 |
| 1999-10-01 | 109.1698104043 |
| 1999-11-01 | 109.2606028647 |
| 1999-12-01 | 110.2150886228 |
| 2000-01-01 | 110.1405006392 |
| 2000-02-01 | 110.7061627921 |
| 2000-03-01 | 111.2325420169 |
| 2000-04-01 | 111.6346237819 |
| 2000-05-01 | 111.3762593859 |
| 2000-06-01 | 111.7167196561 |
| 2000-07-01 | 111.5114611024 |
| 2000-08-01 | 111.8727492453 |
| 2000-09-01 | 111.9889451108 |
| 2000-10-01 | 111.9289220433 |
| 2000-11-01 | 112.3174471844 |
| 2000-12-01 | 112.2850933931 |
| 2001-01-01 | 111.1980600714 |
| 2001-02-01 | 111.8013908689 |
| 2001-03-01 | 111.8403329938 |
| 2001-04-01 | 111.6080266251 |
| 2001-05-01 | 111.6537469732 |
| 2001-06-01 | 112.0423683580 |
| 2001-07-01 | 111.6901214013 |
| 2001-08-01 | 111.8465982612 |
| 2001-09-01 | 111.9427835153 |
| 2001-10-01 | 112.4401121926 |
| 2001-11-01 | 112.6911831670 |
| 2001-12-01 | 112.0100886348 |
| 2002-01-01 | 112.2148874048 |
| 2002-02-01 | 111.9819596745 |
| 2002-03-01 | 111.9603929064 |
| 2002-04-01 | 111.9336824749 |
| 2002-05-01 | 111.7031559943 |
| 2002-06-01 | 111.6351578105 |
| 2002-07-01 | 112.3376807733 |
| 2002-08-01 | 112.1937599050 |
| 2002-09-01 | 112.7759952862 |
| 2002-10-01 | 112.7668582778 |
| 2002-11-01 | 113.0391395285 |
| 2002-12-01 | 112.8779139384 |
| 2003-01-01 | 112.5817039495 |
| 2003-02-01 | 113.0978058706 |
| 2003-03-01 | 112.6570485877 |
| 2003-04-01 | 112.5065149027 |
| 2003-05-01 | 112.5288743724 |
| 2003-06-01 | 112.1275491924 |
| 2003-07-01 | 111.5238840664 |
| 2003-08-01 | 111.5588163144 |
| 2003-09-01 | 112.3309785816 |
| 2003-10-01 | 111.6495593502 |
| 2003-11-01 | 110.8164753163 |
| 2003-12-01 | 111.4289732510 |
| 2004-01-01 | 111.9689513226 |
| 2004-02-01 | 111.8463096699 |
| 2004-03-01 | 111.8340068559 |
| 2004-04-01 | 112.5176998750 |
| 2004-05-01 | 112.4202471620 |
| 2004-06-01 | 111.6856738536 |
| 2004-07-01 | 112.4031026050 |
| 2004-08-01 | 112.5044983207 |
| 2004-09-01 | 112.3336699736 |
| 2004-10-01 | 111.7893072111 |
| 2004-11-01 | 112.0171326770 |
| 2004-12-01 | 112.1645714016 |
| 2005-01-01 | 112.0751698402 |
| 2005-02-01 | 112.1312186561 |
| 2005-03-01 | 112.0766168573 |
| 2005-04-01 | 112.5317627486 |
| 2005-05-01 | 112.3149822164 |
| 2005-06-01 | 112.6500464521 |
| 2005-07-01 | 112.9124488820 |
| 2005-08-01 | 112.8227118609 |
| 2005-09-01 | 113.1556249124 |
| 2005-10-01 | 113.0929265950 |
| 2005-11-01 | 113.1771082670 |
| 2005-12-01 | 113.7928117267 |
| 2006-01-01 | 114.5041021999 |
| 2006-02-01 | 114.1456338963 |
| 2006-03-01 | 114.5187715612 |
| 2006-04-01 | 113.9407133061 |
| 2006-05-01 | 113.8146937152 |
| 2006-06-01 | 114.6186711414 |
| 2006-07-01 | 114.7327407071 |
| 2006-08-01 | 115.0523547407 |
| 2006-09-01 | 114.7220812370 |
| 2006-10-01 | 114.6994346782 |
| 2006-11-01 | 115.1302642637 |
| 2006-12-01 | 115.2513259511 |
| 2007-01-01 | 115.2343082624 |
| 2007-02-01 | 115.2716247116 |
| 2007-03-01 | 115.5471330213 |
| 2007-04-01 | 115.0376783163 |
| 2007-05-01 | 115.8091841403 |
| 2007-06-01 | 116.1369945515 |
| 2007-07-01 | 115.5330385964 |
| 2007-08-01 | 115.9536890542 |
| 2007-09-01 | 116.5063638958 |
| 2007-10-01 | 116.7986608134 |
| 2007-11-01 | 116.8684138454 |
| 2007-12-01 | 116.8586518497 |
| 2008-01-01 | 116.2822551681 |
| 2008-02-01 | 116.7656478853 |
| 2008-03-01 | 116.5860580295 |
| 2008-04-01 | 116.5907906243 |
| 2008-05-01 | 116.4799179949 |
| 2008-06-01 | 116.3785324684 |
| 2008-07-01 | 116.0255988062 |
| 2008-08-01 | 116.1044900556 |
| 2008-09-01 | 116.2981636796 |
| 2008-10-01 | 116.0797245900 |
| 2008-11-01 | 115.7917719000 |
| 2008-12-01 | 115.2868556290 |
| 2009-01-01 | 115.3488792202 |
| 2009-02-01 | 114.5140589989 |
| 2009-03-01 | 114.1458664545 |
| 2009-04-01 | 114.0103771490 |
| 2009-05-01 | 113.7570778064 |
| 2009-06-01 | 113.4718923261 |
| 2009-07-01 | 114.4935462938 |
| 2009-08-01 | 113.6316876754 |
| 2009-09-01 | 113.0861457274 |
| 2009-10-01 | 113.7086729786 |
| 2009-11-01 | 113.5015680241 |
| 2009-12-01 | 113.9114064198 |
| 2010-01-01 | 114.1042670402 |
| 2010-02-01 | 114.1129025770 |
| 2010-03-01 | 114.7129551536 |
| 2010-04-01 | 115.8233341532 |
| 2010-05-01 | 115.1966085068 |
| 2010-06-01 | 115.7148866366 |
| 2010-07-01 | 115.2132536841 |
| 2010-08-01 | 115.1563692097 |
| 2010-09-01 | 114.0668321890 |
| 2010-10-01 | 114.3764495558 |
| 2010-11-01 | 114.2027808498 |
| 2010-12-01 | 114.2026983337 |
| 2011-01-01 | 114.5258891351 |
| 2011-02-01 | 114.6782556105 |
| 2011-03-01 | 114.7646325051 |
| 2011-04-01 | 115.3732331067 |
| 2011-05-01 | 114.8136366367 |
| 2011-06-01 | 114.7824313616 |
| 2011-07-01 | 112.9168244424 |
| 2011-08-01 | 113.6611112517 |
| 2011-09-01 | 114.4319500245 |
| 2011-10-01 | 114.3842791322 |
| 2011-11-01 | 114.4760181497 |
| 2011-12-01 | 114.2689587995 |
| 2012-01-01 | 113.6065627171 |
| 2012-02-01 | 114.1365694854 |
| 2012-03-01 | 113.9241647716 |
| 2012-04-01 | 114.1232284998 |
| 2012-05-01 | 114.3892067809 |
| 2012-06-01 | 114.3392000063 |
| 2012-07-01 | 114.7254133694 |
| 2012-08-01 | 115.1195034750 |
| 2012-09-01 | 115.0806348864 |
| 2012-10-01 | 115.5822274375 |
| 2012-11-01 | 115.7381995160 |
| 2012-12-01 | 115.9241462250 |
| 2013-01-01 | 115.5478282185 |
| 2013-02-01 | 116.0893297292 |
| 2013-03-01 | 116.2088972673 |
| 2013-04-01 | 116.0297409222 |
| 2013-05-01 | 116.1831892055 |
| 2013-06-01 | 115.9923840357 |
| 2013-07-01 | 116.7744015308 |
| 2013-08-01 | 117.0003222342 |
| 2013-09-01 | 116.9454596751 |
| 2013-10-01 | 116.6536545797 |
| 2013-11-01 | 116.9227529936 |
| 2013-12-01 | 116.8969932542 |
| 2014-01-01 | 117.4212475356 |
| 2014-02-01 | 117.0650294381 |
| 2014-03-01 | 117.0804740061 |
| 2014-04-01 | 116.6952583972 |
| 2014-05-01 | 116.8698393621 |
| 2014-06-01 | 117.1431729032 |
| 2014-07-01 | 117.2426442058 |
| 2014-08-01 | 117.4035859431 |
| 2014-09-01 | 117.7379241737 |
| 2014-10-01 | 117.8202312495 |
| 2014-11-01 | 119.2492725523 |
| 2014-12-01 | 119.3857792171 |
| 2015-01-01 | 117.6506459370 |
| 2015-02-01 | 117.5540016203 |
| 2015-03-01 | 117.6265270616 |
| 2015-04-01 | 117.9301232529 |
| 2015-05-01 | 118.0065833611 |
| 2015-06-01 | 118.3694785190 |
| 2015-07-01 | 118.4505057582 |
| 2015-08-01 | 118.3544301186 |
| 2015-09-01 | 118.2830219893 |
| 2015-10-01 | 118.1702598750 |
| 2015-11-01 | 118.0734457322 |
| 2015-12-01 | 118.1513038293 |
| 2016-01-01 | 119.0899367096 |
| 2016-02-01 | 118.6604319149 |
| 2016-03-01 | 118.4406709089 |
| 2016-04-01 | 118.8780473739 |
| 2016-05-01 | 118.6970778844 |
| 2016-06-01 | 117.5767462488 |
| 2016-07-01 | 118.4580821149 |
| 2016-08-01 | 118.6664112084 |
| 2016-09-01 | 118.7723642950 |
| 2016-10-01 | 119.0152565910 |
| 2016-11-01 | 118.9497080764 |
| 2016-12-01 | 118.7832540006 |
| 2017-01-01 | 119.6422418170 |
| 2017-02-01 | 119.4321057482 |
| 2017-03-01 | 119.6821382630 |
| 2017-04-01 | 119.6722934148 |
| 2017-05-01 | 118.9949205029 |
| 2017-06-01 | 119.5042523673 |
| 2017-07-01 | 119.6511379987 |
| 2017-08-01 | 119.8644605840 |
| 2017-09-01 | 120.0851125519 |
| 2017-10-01 | 119.8407881154 |
| 2017-11-01 | 119.6413048998 |
| 2017-12-01 | 119.6643012128 |
| 2018-01-01 | 119.4556698603 |
| 2018-02-01 | 119.5275710102 |
| 2018-03-01 | 119.5149912579 |
| 2018-04-01 | 119.4470480592 |
| 2018-05-01 | 119.5562494296 |
| 2018-06-01 | 119.3541443665 |
| 2018-07-01 | 118.9579113460 |
| 2018-08-01 | 118.9048759152 |
| 2018-09-01 | 118.7733020637 |
| 2018-10-01 | 118.8818922433 |
| 2018-11-01 | 118.6947200588 |
| 2018-12-01 | 118.8135569610 |
| 2019-01-01 | 118.7136415427 |
| 2019-02-01 | 118.5363150729 |
| 2019-03-01 | 118.7731105824 |
| 2019-04-01 | 118.6037057372 |
| 2019-05-01 | 118.7714641497 |
| 2019-06-01 | 118.4865725364 |
| 2019-07-01 | 118.1989071267 |
| 2019-08-01 | 117.8606065637 |
| 2019-09-01 | 117.5097763680 |
| 2019-10-01 | 118.2569475552 |
| 2019-11-01 | 118.4485132017 |
| 2019-12-01 | 118.3556428658 |
| 2020-01-01 | 118.7355497072 |
| 2020-02-01 | 118.7068844688 |
| 2020-03-01 | 117.9125597655 |
| 2020-04-01 | 101.0917490253 |
| 2020-05-01 | 99.9263481150 |
| 2020-06-01 | 104.5661755333 |
| 2020-07-01 | 106.4506808175 |
| 2020-08-01 | 108.8339780779 |
| 2020-09-01 | 109.1143824406 |
| 2020-10-01 | 110.1015810770 |
| 2020-11-01 | 109.5936785749 |
| 2020-12-01 | 107.2481105816 |
| 2021-01-01 | 109.2408849262 |
| 2021-02-01 | 109.6660980631 |
| 2021-03-01 | 110.0666613324 |
| 2021-04-01 | 110.3578515901 |
| 2021-05-01 | 110.4751274422 |
| 2021-06-01 | 110.7161394108 |
| 2021-07-01 | 111.3026892987 |
| 2021-08-01 | 111.3355343848 |
| 2021-09-01 | 110.8601665848 |
| 2021-10-01 | 112.1922262680 |
| 2021-11-01 | 112.5315795537 |
| 2021-12-01 | 112.3144820367 |
| 2022-01-01 | 111.9372442859 |
| 2022-02-01 | 111.9573574016 |
| 2022-03-01 | 111.9813408758 |
| 2022-04-01 | 111.7805473065 |
| 2022-05-01 | 112.1088928688 |
| 2022-06-01 | 112.1038028870 |
| 2022-07-01 | 112.3826074987 |
| 2022-08-01 | 112.5940598699 |
| 2022-09-01 | 112.8235438537 |
| 2022-10-01 | 112.6978001418 |
| 2022-11-01 | 113.0501911730 |
| 2022-12-01 | 113.1817460828 |
| 2023-01-01 | 113.1871114648 |
| 2023-02-01 | 113.5886767324 |
| 2023-03-01 | 114.0254746943 |
| 2023-04-01 | 113.2080105155 |
| 2023-05-01 | 113.8799643259 |
| 2023-06-01 | 115.0133474103 |
| 2023-07-01 | 114.5230718235 |
| 2023-08-01 | 114.3098291788 |
| 2023-09-01 | 114.3108177887 |
| 2023-10-01 | 113.9295508904 |
| 2023-11-01 | 114.1853975899 |
| 2023-12-01 | 114.4435961810 |
| 2024-01-01 | 115.0248989181 |
| 2024-02-01 | 115.2526031400 |
| 2024-03-01 | 116.1877704294 |
| 2024-04-01 | 115.4293622727 |
| 2024-05-01 | 115.3180251249 |
| 2024-06-01 | 114.7626526219 |
| 2024-07-01 | 114.0826776062 |
| 2024-08-01 | 114.7333909146 |
| 2024-09-01 | 115.2776215255 |
| 2024-10-01 | 115.1489783070 |
| 2024-11-01 | 114.9032912933 |
| 2024-12-01 | 114.7784997001 |
| 2025-01-01 | 115.1224639238 |
| 2025-02-01 | 115.3070517621 |
| 2025-03-01 | 115.2101348491 |
| 2025-04-01 | 115.2544758088 |
| 2025-05-01 | 114.9227511985 |
| 2025-06-01 | 115.1337289003 |
| 2025-07-01 | 114.7742946573 |
| 2025-08-01 | 115.0864578707 |
| 2025-09-01 | 114.8386784904 |
| 2025-10-01 | 115.1314772123 |
| 2025-11-01 | 114.9629736328 |
| 2025-12-01 | 115.1046758195 |
| 2026-01-01 | 114.8645170309 |
| 2026-02-01 | 114.1471163305 |
| 2026-03-01 | 113.7402297317 |
| 2026-04-01 | 114.2687709653 |
| 2026-05-01 | 114.6320125241 |
| 2026-06-01 | 115.0365197939 |
| 2026-07-01 | 115.3688849393 |
| 2026-08-01 | 114.9871104334 |
| 2026-09-01 | 113.5196595905 |