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 2026-08-01 |
| Last Updated | 2026-09-18 11:20 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 | 108.0163096944 |
| 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 | 110.1405006391 |
| 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 | 111.5114611025 |
| 2000-08-01 | 111.8727492453 |
| 2000-09-01 | 111.9889451108 |
| 2000-10-01 | 111.9289220433 |
| 2000-11-01 | 112.3174471844 |
| 2000-12-01 | 112.2850933930 |
| 2001-01-01 | 111.1980600714 |
| 2001-02-01 | 111.8013908688 |
| 2001-03-01 | 111.8403329938 |
| 2001-04-01 | 111.6080266252 |
| 2001-05-01 | 111.6537469732 |
| 2001-06-01 | 112.0423683581 |
| 2001-07-01 | 111.6901214016 |
| 2001-08-01 | 111.8465982613 |
| 2001-09-01 | 111.9427835152 |
| 2001-10-01 | 112.4401121923 |
| 2001-11-01 | 112.6911831666 |
| 2001-12-01 | 112.0100886344 |
| 2002-01-01 | 112.2148874045 |
| 2002-02-01 | 111.9819596745 |
| 2002-03-01 | 111.9603929067 |
| 2002-04-01 | 111.9336824756 |
| 2002-05-01 | 111.7031559951 |
| 2002-06-01 | 111.6351578112 |
| 2002-07-01 | 112.3376807739 |
| 2002-08-01 | 112.1937599048 |
| 2002-09-01 | 112.7759952856 |
| 2002-10-01 | 112.7668582764 |
| 2002-11-01 | 113.0391395269 |
| 2002-12-01 | 112.8779139370 |
| 2003-01-01 | 112.5817039490 |
| 2003-02-01 | 113.0978058708 |
| 2003-03-01 | 112.6570485889 |
| 2003-04-01 | 112.5065149054 |
| 2003-05-01 | 112.5288743753 |
| 2003-06-01 | 112.1275491937 |
| 2003-07-01 | 111.5238840668 |
| 2003-08-01 | 111.5588163133 |
| 2003-09-01 | 112.3309785800 |
| 2003-10-01 | 111.6495593472 |
| 2003-11-01 | 110.8164753129 |
| 2003-12-01 | 111.4289732481 |
| 2004-01-01 | 111.9689513207 |
| 2004-02-01 | 111.8463096676 |
| 2004-03-01 | 111.8340068536 |
| 2004-04-01 | 112.5176999012 |
| 2004-05-01 | 112.4202471617 |
| 2004-06-01 | 111.6856738511 |
| 2004-07-01 | 112.4031026075 |
| 2004-08-01 | 112.5044983166 |
| 2004-09-01 | 112.3336699691 |
| 2004-10-01 | 111.7893072044 |
| 2004-11-01 | 112.0171326686 |
| 2004-12-01 | 112.1645713921 |
| 2005-01-01 | 112.0751698506 |
| 2005-02-01 | 112.1312186468 |
| 2005-03-01 | 112.0766168497 |
| 2005-04-01 | 112.5317627992 |
| 2005-05-01 | 112.3149822159 |
| 2005-06-01 | 112.6500464491 |
| 2005-07-01 | 112.9124488892 |
| 2005-08-01 | 112.8227118550 |
| 2005-09-01 | 113.1556249037 |
| 2005-10-01 | 113.0929265801 |
| 2005-11-01 | 113.1771082468 |
| 2005-12-01 | 113.7928117026 |
| 2006-01-01 | 114.5041022163 |
| 2006-02-01 | 114.1456338809 |
| 2006-03-01 | 114.5187715581 |
| 2006-04-01 | 113.9407133973 |
| 2006-05-01 | 113.8146937318 |
| 2006-06-01 | 114.6186711503 |
| 2006-07-01 | 114.7327407031 |
| 2006-08-01 | 115.0523547158 |
| 2006-09-01 | 114.7220812050 |
| 2006-10-01 | 114.6994346366 |
| 2006-11-01 | 115.1302642268 |
| 2006-12-01 | 115.2513259197 |
| 2007-01-01 | 115.2343082988 |
| 2007-02-01 | 115.2716247051 |
| 2007-03-01 | 115.5471330301 |
| 2007-04-01 | 115.0376784763 |
| 2007-05-01 | 115.8091841504 |
| 2007-06-01 | 116.1369946720 |
| 2007-07-01 | 115.5330385293 |
| 2007-08-01 | 115.9536889617 |
| 2007-09-01 | 116.5063637505 |
| 2007-10-01 | 116.7986607307 |
| 2007-11-01 | 116.8684138057 |
| 2007-12-01 | 116.8586518492 |
| 2008-01-01 | 116.2822552449 |
| 2008-02-01 | 116.7656479110 |
| 2008-03-01 | 116.5860580399 |
| 2008-04-01 | 116.5907909776 |
| 2008-05-01 | 116.4799179455 |
| 2008-06-01 | 116.3785328591 |
| 2008-07-01 | 116.0255986525 |
| 2008-08-01 | 116.1044896919 |
| 2008-09-01 | 116.2981633557 |
| 2008-10-01 | 116.0797243352 |
| 2008-11-01 | 115.7917716399 |
| 2008-12-01 | 115.2868553865 |
| 2009-01-01 | 115.3488805010 |
| 2009-02-01 | 114.5140588525 |
| 2009-03-01 | 114.1458663554 |
| 2009-04-01 | 114.0103776450 |
| 2009-05-01 | 113.7570777161 |
| 2009-06-01 | 113.4718929883 |
| 2009-07-01 | 114.4935460418 |
| 2009-08-01 | 113.6316869858 |
| 2009-09-01 | 113.0861451178 |
| 2009-10-01 | 113.7086724282 |
| 2009-11-01 | 113.5015674412 |
| 2009-12-01 | 113.9114059028 |
| 2010-01-01 | 114.1042695740 |
| 2010-02-01 | 114.1129024129 |
| 2010-03-01 | 114.7129551575 |
| 2010-04-01 | 115.8233349531 |
| 2010-05-01 | 115.1966085646 |
| 2010-06-01 | 115.7148872554 |
| 2010-07-01 | 115.2132533915 |
| 2010-08-01 | 115.1563681864 |
| 2010-09-01 | 114.0668313256 |
| 2010-10-01 | 114.3764485839 |
| 2010-11-01 | 114.2027796907 |
| 2010-12-01 | 114.2026971652 |
| 2011-01-01 | 114.5258932757 |
| 2011-02-01 | 114.6782545614 |
| 2011-03-01 | 114.7646316142 |
| 2011-04-01 | 115.3732372968 |
| 2011-05-01 | 114.8136362208 |
| 2011-06-01 | 114.7824316783 |
| 2011-07-01 | 112.9168245553 |
| 2011-08-01 | 113.6611106526 |
| 2011-09-01 | 114.4319492654 |
| 2011-10-01 | 114.3842777436 |
| 2011-11-01 | 114.4760151977 |
| 2011-12-01 | 114.2689548756 |
| 2012-01-01 | 113.6065677398 |
| 2012-02-01 | 114.1365679196 |
| 2012-03-01 | 113.9241627655 |
| 2012-04-01 | 114.1232365698 |
| 2012-05-01 | 114.3892069944 |
| 2012-06-01 | 114.3392013828 |
| 2012-07-01 | 114.7254153673 |
| 2012-08-01 | 115.1195043417 |
| 2012-09-01 | 115.0806344641 |
| 2012-10-01 | 115.5822247617 |
| 2012-11-01 | 115.7381929881 |
| 2012-12-01 | 115.9241371039 |
| 2013-01-01 | 115.5478339194 |
| 2013-02-01 | 116.0893260337 |
| 2013-03-01 | 116.2088932683 |
| 2013-04-01 | 116.0297521014 |
| 2013-05-01 | 116.1831890905 |
| 2013-06-01 | 115.9923965130 |
| 2013-07-01 | 116.7744054575 |
| 2013-08-01 | 117.0003251816 |
| 2013-09-01 | 116.9454614135 |
| 2013-10-01 | 116.6536542686 |
| 2013-11-01 | 116.9227474214 |
| 2013-12-01 | 116.8969439937 |
| 2014-01-01 | 117.4212569224 |
| 2014-02-01 | 117.0650288619 |
| 2014-03-01 | 117.0804744595 |
| 2014-04-01 | 116.6952759877 |
| 2014-05-01 | 116.8698678986 |
| 2014-06-01 | 117.1431981740 |
| 2014-07-01 | 117.2426443966 |
| 2014-08-01 | 117.4035784370 |
| 2014-09-01 | 117.7379105897 |
| 2014-10-01 | 117.8202149746 |
| 2014-11-01 | 119.2492545733 |
| 2014-12-01 | 119.3856842647 |
| 2015-01-01 | 117.6506597795 |
| 2015-02-01 | 117.5540166685 |
| 2015-03-01 | 117.6265587754 |
| 2015-04-01 | 117.9301858547 |
| 2015-05-01 | 118.0066803160 |
| 2015-06-01 | 118.3695422781 |
| 2015-07-01 | 118.4504989575 |
| 2015-08-01 | 118.3543755271 |
| 2015-09-01 | 118.2829316230 |
| 2015-10-01 | 118.1701623698 |
| 2015-11-01 | 118.0733678561 |
| 2015-12-01 | 118.1511459033 |
| 2016-01-01 | 119.0899649206 |
| 2016-02-01 | 118.6604969791 |
| 2016-03-01 | 118.4407894316 |
| 2016-04-01 | 118.8782256813 |
| 2016-05-01 | 118.6973238427 |
| 2016-06-01 | 117.5769276228 |
| 2016-07-01 | 118.4581526509 |
| 2016-08-01 | 118.6663675343 |
| 2016-09-01 | 118.7716975693 |
| 2016-10-01 | 119.0150503063 |
| 2016-11-01 | 118.9495127895 |
| 2016-12-01 | 118.7830001336 |
| 2017-01-01 | 119.6423595365 |
| 2017-02-01 | 119.4323818083 |
| 2017-03-01 | 119.6824437111 |
| 2017-04-01 | 119.6724424417 |
| 2017-05-01 | 118.9953895770 |
| 2017-06-01 | 119.5048576554 |
| 2017-07-01 | 119.6514087580 |
| 2017-08-01 | 119.8644040808 |
| 2017-09-01 | 120.0840336436 |
| 2017-10-01 | 119.8394748925 |
| 2017-11-01 | 119.6412417293 |
| 2017-12-01 | 119.6636401953 |
| 2018-01-01 | 119.4559892798 |
| 2018-02-01 | 119.5281398971 |
| 2018-03-01 | 119.5155804894 |
| 2018-04-01 | 119.4473202693 |
| 2018-05-01 | 119.5571726730 |
| 2018-06-01 | 119.3553779109 |
| 2018-07-01 | 118.9584440680 |
| 2018-08-01 | 118.9046824280 |
| 2018-09-01 | 118.7723131891 |
| 2018-10-01 | 118.8791540229 |
| 2018-11-01 | 118.6937405421 |
| 2018-12-01 | 118.8123785429 |
| 2019-01-01 | 118.7141399536 |
| 2019-02-01 | 118.5372567731 |
| 2019-03-01 | 118.7741290657 |
| 2019-04-01 | 118.6043712109 |
| 2019-05-01 | 118.7731638195 |
| 2019-06-01 | 118.4887738605 |
| 2019-07-01 | 118.1998953110 |
| 2019-08-01 | 117.8602207986 |
| 2019-09-01 | 117.5091057075 |
| 2019-10-01 | 118.2523662404 |
| 2019-11-01 | 118.4462463489 |
| 2019-12-01 | 118.3536976384 |
| 2020-01-01 | 118.7359050774 |
| 2020-02-01 | 118.7077669669 |
| 2020-03-01 | 117.9133226150 |
| 2020-04-01 | 101.0934465953 |
| 2020-05-01 | 99.9284216043 |
| 2020-06-01 | 104.5716099525 |
| 2020-07-01 | 106.4529610851 |
| 2020-08-01 | 108.8356041006 |
| 2020-09-01 | 109.1170129381 |
| 2020-10-01 | 110.0827169872 |
| 2020-11-01 | 109.5925892506 |
| 2020-12-01 | 107.2472898420 |
| 2021-01-01 | 109.2415999405 |
| 2021-02-01 | 109.6670224602 |
| 2021-03-01 | 110.0661363734 |
| 2021-04-01 | 110.3611080231 |
| 2021-05-01 | 110.4784459925 |
| 2021-06-01 | 110.7257674423 |
| 2021-07-01 | 111.3070645590 |
| 2021-08-01 | 111.3381807709 |
| 2021-09-01 | 110.8725154428 |
| 2021-10-01 | 112.1559545852 |
| 2021-11-01 | 112.5290266362 |
| 2021-12-01 | 112.3115421941 |
| 2022-01-01 | 111.9358403086 |
| 2022-02-01 | 111.9568081471 |
| 2022-03-01 | 111.9796133062 |
| 2022-04-01 | 111.7873880267 |
| 2022-05-01 | 112.1166141632 |
| 2022-06-01 | 112.1211743128 |
| 2022-07-01 | 112.3921611415 |
| 2022-08-01 | 112.5993244918 |
| 2022-09-01 | 112.8450359630 |
| 2022-10-01 | 112.6428201903 |
| 2022-11-01 | 113.0424569300 |
| 2022-12-01 | 113.1732070481 |
| 2023-01-01 | 113.1810609553 |
| 2023-02-01 | 113.5789478922 |
| 2023-03-01 | 114.0193637345 |
| 2023-04-01 | 113.2213432417 |
| 2023-05-01 | 113.9010187270 |
| 2023-06-01 | 115.0514518192 |
| 2023-07-01 | 114.5203931435 |
| 2023-08-01 | 114.3598469613 |
| 2023-09-01 | 114.3308646230 |
| 2023-10-01 | 113.8340508996 |
| 2023-11-01 | 114.1655857295 |
| 2023-12-01 | 114.4271882285 |
| 2024-01-01 | 115.0133340999 |
| 2024-02-01 | 115.2319718868 |
| 2024-03-01 | 116.1776181179 |
| 2024-04-01 | 115.4494502574 |
| 2024-05-01 | 115.3540233706 |
| 2024-06-01 | 114.8275750803 |
| 2024-07-01 | 114.0792846384 |
| 2024-08-01 | 114.8502491281 |
| 2024-09-01 | 115.2671128155 |
| 2024-10-01 | 115.0028544721 |
| 2024-11-01 | 114.8726940178 |
| 2024-12-01 | 114.7559689885 |
| 2025-01-01 | 115.1074310771 |
| 2025-02-01 | 115.2761213727 |
| 2025-03-01 | 115.1960915524 |
| 2025-04-01 | 115.2804844610 |
| 2025-05-01 | 114.9746562362 |
| 2025-06-01 | 115.2260873791 |
| 2025-07-01 | 114.7659153725 |
| 2025-08-01 | 115.2826358198 |
| 2025-09-01 | 114.7881454704 |
| 2025-10-01 | 114.9359391226 |
| 2025-11-01 | 114.9203420700 |
| 2025-12-01 | 115.0764876376 |
| 2026-01-01 | 114.8470997403 |
| 2026-02-01 | 114.1114879644 |
| 2026-03-01 | 113.7266711625 |
| 2026-04-01 | 114.2991785227 |
| 2026-05-01 | 114.6944591759 |
| 2026-06-01 | 115.1470013910 |
| 2026-07-01 | 115.3715089876 |
| 2026-08-01 | 115.1360274234 |