Table Data - All Employees: Private Service Providing in Duluth, MN-WI (MSA)
| Title | All Employees: Private Service Providing in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | SMU27202600800000001SA |
| 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 10:29 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 | 64.4225211312 |
| 1990-02-01 | 64.3803007888 |
| 1990-03-01 | 64.6664950411 |
| 1990-04-01 | 64.8767758088 |
| 1990-05-01 | 64.8505244122 |
| 1990-06-01 | 64.9069559122 |
| 1990-07-01 | 65.2789798641 |
| 1990-08-01 | 65.7323666041 |
| 1990-09-01 | 65.6935477538 |
| 1990-10-01 | 65.8307773296 |
| 1990-11-01 | 66.1819912288 |
| 1990-12-01 | 66.1652532289 |
| 1991-01-01 | 66.1453788971 |
| 1991-02-01 | 66.4711537482 |
| 1991-03-01 | 66.5761713925 |
| 1991-04-01 | 66.2464639383 |
| 1991-05-01 | 66.6645929308 |
| 1991-06-01 | 66.6199593157 |
| 1991-07-01 | 66.8664330926 |
| 1991-08-01 | 67.6596163378 |
| 1991-09-01 | 67.4216546711 |
| 1991-10-01 | 67.4868235219 |
| 1991-11-01 | 67.4602323955 |
| 1991-12-01 | 67.9297512917 |
| 1992-01-01 | 68.2867031128 |
| 1992-02-01 | 68.1528621794 |
| 1992-03-01 | 68.0063761152 |
| 1992-04-01 | 68.5317942268 |
| 1992-05-01 | 69.3017060322 |
| 1992-06-01 | 69.2239493955 |
| 1992-07-01 | 68.8463826216 |
| 1992-08-01 | 68.7092860318 |
| 1992-09-01 | 68.6458672317 |
| 1992-10-01 | 68.0912388042 |
| 1992-11-01 | 67.5231303564 |
| 1992-12-01 | 68.2570996460 |
| 1993-01-01 | 68.5533468438 |
| 1993-02-01 | 68.5717031835 |
| 1993-03-01 | 68.5779822195 |
| 1993-04-01 | 69.1290127196 |
| 1993-05-01 | 68.6415176931 |
| 1993-06-01 | 68.7039127813 |
| 1993-07-01 | 68.6193437688 |
| 1993-08-01 | 68.8273610134 |
| 1993-09-01 | 69.1853586608 |
| 1993-10-01 | 69.6917123392 |
| 1993-11-01 | 69.7601240131 |
| 1993-12-01 | 69.5613709595 |
| 1994-01-01 | 69.8419782775 |
| 1994-02-01 | 70.2219716180 |
| 1994-03-01 | 70.3592767202 |
| 1994-04-01 | 70.7459287521 |
| 1994-05-01 | 70.5967534826 |
| 1994-06-01 | 70.2775483391 |
| 1994-07-01 | 70.9858744108 |
| 1994-08-01 | 70.7104682477 |
| 1994-09-01 | 70.7088513930 |
| 1994-10-01 | 70.9688048683 |
| 1994-11-01 | 71.1768965311 |
| 1994-12-01 | 71.7764345812 |
| 1995-01-01 | 71.8728306985 |
| 1995-02-01 | 72.2444150524 |
| 1995-03-01 | 72.3466154900 |
| 1995-04-01 | 72.4506115565 |
| 1995-05-01 | 72.6207220768 |
| 1995-06-01 | 73.0315157760 |
| 1995-07-01 | 73.4157002107 |
| 1995-08-01 | 73.6235671240 |
| 1995-09-01 | 74.1524858915 |
| 1995-10-01 | 74.4360942901 |
| 1995-11-01 | 75.0127655171 |
| 1995-12-01 | 74.4956282700 |
| 1996-01-01 | 74.3049887880 |
| 1996-02-01 | 74.3722829128 |
| 1996-03-01 | 74.3107818559 |
| 1996-04-01 | 74.2541922917 |
| 1996-05-01 | 74.7182223729 |
| 1996-06-01 | 74.7776552688 |
| 1996-07-01 | 74.4182540151 |
| 1996-08-01 | 74.9301366593 |
| 1996-09-01 | 74.9144552222 |
| 1996-10-01 | 75.2521328076 |
| 1996-11-01 | 75.3815501323 |
| 1996-12-01 | 75.4156952757 |
| 1997-01-01 | 75.7460789201 |
| 1997-02-01 | 75.6881446250 |
| 1997-03-01 | 75.8461510778 |
| 1997-04-01 | 75.2212752574 |
| 1997-05-01 | 75.9780914563 |
| 1997-06-01 | 76.4067651601 |
| 1997-07-01 | 76.8369238219 |
| 1997-08-01 | 77.4505761190 |
| 1997-09-01 | 77.4228065988 |
| 1997-10-01 | 78.7271369378 |
| 1997-11-01 | 77.6691865136 |
| 1997-12-01 | 77.6470187270 |
| 1998-01-01 | 77.8451925218 |
| 1998-02-01 | 77.9464925621 |
| 1998-03-01 | 77.3344995059 |
| 1998-04-01 | 78.8718878272 |
| 1998-05-01 | 80.3480577301 |
| 1998-06-01 | 80.4637759329 |
| 1998-07-01 | 79.4782382514 |
| 1998-08-01 | 79.6077846092 |
| 1998-09-01 | 79.4503005281 |
| 1998-10-01 | 78.9934662873 |
| 1998-11-01 | 79.1492623643 |
| 1998-12-01 | 79.2151027283 |
| 1999-01-01 | 79.4226542261 |
| 1999-02-01 | 79.4457506367 |
| 1999-03-01 | 79.4949386197 |
| 1999-04-01 | 80.4097900692 |
| 1999-05-01 | 80.2248763539 |
| 1999-06-01 | 80.2342291250 |
| 1999-07-01 | 80.6600354791 |
| 1999-08-01 | 80.4803413650 |
| 1999-09-01 | 80.4717881483 |
| 1999-10-01 | 81.0676145581 |
| 1999-11-01 | 81.4546362590 |
| 1999-12-01 | 82.2166551846 |
| 2000-01-01 | 81.9319600507 |
| 2000-02-01 | 82.5653595514 |
| 2000-03-01 | 82.7689772007 |
| 2000-04-01 | 82.8903700978 |
| 2000-05-01 | 82.5009362825 |
| 2000-06-01 | 82.4994697477 |
| 2000-07-01 | 81.9743056817 |
| 2000-08-01 | 82.6848133988 |
| 2000-09-01 | 82.9530943942 |
| 2000-10-01 | 83.4215442272 |
| 2000-11-01 | 83.3715596310 |
| 2000-12-01 | 83.4604868503 |
| 2001-01-01 | 83.1117529303 |
| 2001-02-01 | 82.9498619220 |
| 2001-03-01 | 83.1526725055 |
| 2001-04-01 | 82.7905294790 |
| 2001-05-01 | 82.9629846506 |
| 2001-06-01 | 82.9533647536 |
| 2001-07-01 | 83.0461792161 |
| 2001-08-01 | 83.3015602650 |
| 2001-09-01 | 83.0713687780 |
| 2001-10-01 | 83.1462222345 |
| 2001-11-01 | 83.3008353328 |
| 2001-12-01 | 83.0292901955 |
| 2002-01-01 | 83.6758074374 |
| 2002-02-01 | 83.1491517704 |
| 2002-03-01 | 83.1610461683 |
| 2002-04-01 | 83.3246024663 |
| 2002-05-01 | 83.2061905376 |
| 2002-06-01 | 83.5983422911 |
| 2002-07-01 | 83.6999239453 |
| 2002-08-01 | 84.0181139211 |
| 2002-09-01 | 84.0343449719 |
| 2002-10-01 | 84.0905325136 |
| 2002-11-01 | 84.1378678163 |
| 2002-12-01 | 84.0033713247 |
| 2003-01-01 | 85.1383238398 |
| 2003-02-01 | 84.8838042201 |
| 2003-03-01 | 84.5691625211 |
| 2003-04-01 | 84.6627374089 |
| 2003-05-01 | 84.8520332079 |
| 2003-06-01 | 84.8686969920 |
| 2003-07-01 | 84.5398829669 |
| 2003-08-01 | 84.4040633914 |
| 2003-09-01 | 85.0575567280 |
| 2003-10-01 | 84.4400916135 |
| 2003-11-01 | 84.0796235187 |
| 2003-12-01 | 84.3475753496 |
| 2004-01-01 | 84.9329824235 |
| 2004-02-01 | 84.9464024663 |
| 2004-03-01 | 85.0817904590 |
| 2004-04-01 | 85.6109459097 |
| 2004-05-01 | 85.2970764119 |
| 2004-06-01 | 85.1651323938 |
| 2004-07-01 | 85.0524913460 |
| 2004-08-01 | 84.9982613695 |
| 2004-09-01 | 85.0797884230 |
| 2004-10-01 | 85.1680555914 |
| 2004-11-01 | 84.9889194286 |
| 2004-12-01 | 85.1592918817 |
| 2005-01-01 | 84.8588877067 |
| 2005-02-01 | 85.0401418443 |
| 2005-03-01 | 85.1813206271 |
| 2005-04-01 | 85.9375160903 |
| 2005-05-01 | 85.6650076712 |
| 2005-06-01 | 85.9394753795 |
| 2005-07-01 | 86.0769716391 |
| 2005-08-01 | 85.9603924926 |
| 2005-09-01 | 86.1951377072 |
| 2005-10-01 | 86.1355079482 |
| 2005-11-01 | 86.4610054226 |
| 2005-12-01 | 86.9597411167 |
| 2006-01-01 | 87.3104278505 |
| 2006-02-01 | 87.1719462180 |
| 2006-03-01 | 87.2956873600 |
| 2006-04-01 | 86.8623392112 |
| 2006-05-01 | 86.7399384858 |
| 2006-06-01 | 87.3388618527 |
| 2006-07-01 | 87.5923793519 |
| 2006-08-01 | 87.8862817302 |
| 2006-09-01 | 87.8122574158 |
| 2006-10-01 | 87.8886452080 |
| 2006-11-01 | 88.1392996555 |
| 2006-12-01 | 88.3174273099 |
| 2007-01-01 | 88.2233438700 |
| 2007-02-01 | 88.5046787906 |
| 2007-03-01 | 88.8040487373 |
| 2007-04-01 | 88.4573454717 |
| 2007-05-01 | 88.8262680483 |
| 2007-06-01 | 89.2392081151 |
| 2007-07-01 | 89.3266141101 |
| 2007-08-01 | 89.2921172550 |
| 2007-09-01 | 89.7517891626 |
| 2007-10-01 | 90.0146607399 |
| 2007-11-01 | 90.1376336022 |
| 2007-12-01 | 90.0375193990 |
| 2008-01-01 | 89.7198402265 |
| 2008-02-01 | 89.8137895294 |
| 2008-03-01 | 89.7280534861 |
| 2008-04-01 | 89.7998984647 |
| 2008-05-01 | 89.9086571881 |
| 2008-06-01 | 89.3756160887 |
| 2008-07-01 | 89.4778194877 |
| 2008-08-01 | 89.5637947571 |
| 2008-09-01 | 89.1942980213 |
| 2008-10-01 | 88.8500429312 |
| 2008-11-01 | 88.6555151075 |
| 2008-12-01 | 88.2041578914 |
| 2009-01-01 | 87.8971428323 |
| 2009-02-01 | 87.3885642341 |
| 2009-03-01 | 87.0330758763 |
| 2009-04-01 | 86.9160094308 |
| 2009-05-01 | 86.9761562058 |
| 2009-06-01 | 86.5905312757 |
| 2009-07-01 | 87.5218157574 |
| 2009-08-01 | 87.1734858770 |
| 2009-09-01 | 86.8775472164 |
| 2009-10-01 | 86.8028780403 |
| 2009-11-01 | 86.6996538158 |
| 2009-12-01 | 86.9670540893 |
| 2010-01-01 | 87.4584762424 |
| 2010-02-01 | 87.5275039197 |
| 2010-03-01 | 87.9167958440 |
| 2010-04-01 | 88.3189851006 |
| 2010-05-01 | 87.7517382946 |
| 2010-06-01 | 87.9014799803 |
| 2010-07-01 | 87.5406940873 |
| 2010-08-01 | 87.5281250176 |
| 2010-09-01 | 87.4664799907 |
| 2010-10-01 | 87.9190190773 |
| 2010-11-01 | 87.7697355944 |
| 2010-12-01 | 87.6955903611 |
| 2011-01-01 | 87.8095093690 |
| 2011-02-01 | 87.7094463095 |
| 2011-03-01 | 87.5286451363 |
| 2011-04-01 | 88.0524689144 |
| 2011-05-01 | 87.7463581642 |
| 2011-06-01 | 88.0295117424 |
| 2011-07-01 | 87.4482191301 |
| 2011-08-01 | 87.5347341288 |
| 2011-09-01 | 88.0002507488 |
| 2011-10-01 | 87.6443355794 |
| 2011-11-01 | 87.8320914522 |
| 2011-12-01 | 87.5615337291 |
| 2012-01-01 | 87.0600378961 |
| 2012-02-01 | 87.4551010419 |
| 2012-03-01 | 87.4203196943 |
| 2012-04-01 | 87.3790005430 |
| 2012-05-01 | 87.7704239722 |
| 2012-06-01 | 87.9809854789 |
| 2012-07-01 | 88.4644839990 |
| 2012-08-01 | 88.5999652405 |
| 2012-09-01 | 88.4054037581 |
| 2012-10-01 | 88.7819239664 |
| 2012-11-01 | 88.7771503281 |
| 2012-12-01 | 88.9927311616 |
| 2013-01-01 | 89.4189780162 |
| 2013-02-01 | 89.4781299060 |
| 2013-03-01 | 89.8045756246 |
| 2013-04-01 | 89.9134837234 |
| 2013-05-01 | 90.0779757411 |
| 2013-06-01 | 89.8728481714 |
| 2013-07-01 | 90.3838126414 |
| 2013-08-01 | 90.6770540135 |
| 2013-09-01 | 90.9387176205 |
| 2013-10-01 | 90.3869322448 |
| 2013-11-01 | 90.6247045309 |
| 2013-12-01 | 90.6169510073 |
| 2014-01-01 | 90.4502570384 |
| 2014-02-01 | 90.6202309211 |
| 2014-03-01 | 90.7088852968 |
| 2014-04-01 | 90.4100883043 |
| 2014-05-01 | 90.6703443612 |
| 2014-06-01 | 90.8979487685 |
| 2014-07-01 | 91.0348722744 |
| 2014-08-01 | 91.1433925217 |
| 2014-09-01 | 91.5482301502 |
| 2014-10-01 | 91.6813454250 |
| 2014-11-01 | 93.2689739933 |
| 2014-12-01 | 93.3450713713 |
| 2015-01-01 | 91.0914798044 |
| 2015-02-01 | 91.4814038742 |
| 2015-03-01 | 91.6284431523 |
| 2015-04-01 | 91.7811688838 |
| 2015-05-01 | 91.7402288029 |
| 2015-06-01 | 92.1135179761 |
| 2015-07-01 | 92.2190556639 |
| 2015-08-01 | 92.1257037972 |
| 2015-09-01 | 92.4080127289 |
| 2015-10-01 | 92.1177948433 |
| 2015-11-01 | 92.0683608513 |
| 2015-12-01 | 91.7396287232 |
| 2016-01-01 | 92.2406246192 |
| 2016-02-01 | 92.1816890688 |
| 2016-03-01 | 91.9848316075 |
| 2016-04-01 | 92.5428564727 |
| 2016-05-01 | 92.1307475235 |
| 2016-06-01 | 91.4430767643 |
| 2016-07-01 | 92.0189449541 |
| 2016-08-01 | 92.0913559184 |
| 2016-09-01 | 92.1460090928 |
| 2016-10-01 | 92.3475086188 |
| 2016-11-01 | 92.1877298460 |
| 2016-12-01 | 92.1067388451 |
| 2017-01-01 | 92.5872894697 |
| 2017-02-01 | 92.4923655825 |
| 2017-03-01 | 92.7848647706 |
| 2017-04-01 | 93.1887070173 |
| 2017-05-01 | 93.0578288566 |
| 2017-06-01 | 93.1031707300 |
| 2017-07-01 | 93.0062396924 |
| 2017-08-01 | 93.0912620314 |
| 2017-09-01 | 93.1856085479 |
| 2017-10-01 | 93.0519859108 |
| 2017-11-01 | 92.8309309498 |
| 2017-12-01 | 92.9531930081 |
| 2018-01-01 | 92.8368051225 |
| 2018-02-01 | 93.0342640452 |
| 2018-03-01 | 92.9813095601 |
| 2018-04-01 | 93.4008453564 |
| 2018-05-01 | 93.3508101549 |
| 2018-06-01 | 93.0983520060 |
| 2018-07-01 | 92.7647983733 |
| 2018-08-01 | 92.5276980470 |
| 2018-09-01 | 92.3091692427 |
| 2018-10-01 | 92.4658887904 |
| 2018-11-01 | 92.3231088642 |
| 2018-12-01 | 92.4752020505 |
| 2019-01-01 | 92.2150779706 |
| 2019-02-01 | 92.2626538192 |
| 2019-03-01 | 92.4754349989 |
| 2019-04-01 | 92.3877516900 |
| 2019-05-01 | 92.3824565491 |
| 2019-06-01 | 92.1799538207 |
| 2019-07-01 | 92.2966669473 |
| 2019-08-01 | 92.0334511700 |
| 2019-09-01 | 91.9994976719 |
| 2019-10-01 | 92.0113087048 |
| 2019-11-01 | 92.1397215197 |
| 2019-12-01 | 91.9996886934 |
| 2020-01-01 | 92.1163136413 |
| 2020-02-01 | 92.2912734448 |
| 2020-03-01 | 91.5183773329 |
| 2020-04-01 | 76.8015377838 |
| 2020-05-01 | 76.6288480785 |
| 2020-06-01 | 81.1094054799 |
| 2020-07-01 | 82.6968562255 |
| 2020-08-01 | 83.6192645894 |
| 2020-09-01 | 84.6576583934 |
| 2020-10-01 | 85.7214431493 |
| 2020-11-01 | 85.3454584125 |
| 2020-12-01 | 83.0745853174 |
| 2021-01-01 | 84.9005954938 |
| 2021-02-01 | 85.7067396775 |
| 2021-03-01 | 86.0522023514 |
| 2021-04-01 | 86.4023681698 |
| 2021-05-01 | 86.3153104236 |
| 2021-06-01 | 86.4531147131 |
| 2021-07-01 | 86.9195451062 |
| 2021-08-01 | 86.9977115048 |
| 2021-09-01 | 86.7929568614 |
| 2021-10-01 | 87.6865408141 |
| 2021-11-01 | 87.8449479794 |
| 2021-12-01 | 87.7856082618 |
| 2022-01-01 | 87.5070460052 |
| 2022-02-01 | 87.7648351801 |
| 2022-03-01 | 87.6510785340 |
| 2022-04-01 | 87.5358160588 |
| 2022-05-01 | 87.5377180341 |
| 2022-06-01 | 87.5172354026 |
| 2022-07-01 | 87.9399964561 |
| 2022-08-01 | 87.8674221553 |
| 2022-09-01 | 88.3850331589 |
| 2022-10-01 | 87.9748774470 |
| 2022-11-01 | 88.0227330192 |
| 2022-12-01 | 88.1780431700 |
| 2023-01-01 | 88.4053049078 |
| 2023-02-01 | 88.6763540235 |
| 2023-03-01 | 89.1976382572 |
| 2023-04-01 | 88.3417276159 |
| 2023-05-01 | 88.7018340527 |
| 2023-06-01 | 89.5897659615 |
| 2023-07-01 | 88.8485194146 |
| 2023-08-01 | 88.9272161820 |
| 2023-09-01 | 89.1107748721 |
| 2023-10-01 | 88.7824110392 |
| 2023-11-01 | 88.8363441866 |
| 2023-12-01 | 88.9479054697 |
| 2024-01-01 | 89.6016361744 |
| 2024-02-01 | 89.8390649335 |
| 2024-03-01 | 90.5690316983 |
| 2024-04-01 | 90.1438418272 |
| 2024-05-01 | 90.1600936841 |
| 2024-06-01 | 89.8378386497 |
| 2024-07-01 | 89.2111702642 |
| 2024-08-01 | 89.1612662944 |
| 2024-09-01 | 89.2960449403 |
| 2024-10-01 | 89.2722679359 |
| 2024-11-01 | 89.4374862874 |
| 2024-12-01 | 89.5102218832 |
| 2025-01-01 | 89.1591905177 |
| 2025-02-01 | 89.4188014205 |
| 2025-03-01 | 89.5019671386 |
| 2025-04-01 | 89.3612232828 |
| 2025-05-01 | 89.1232992687 |
| 2025-06-01 | 88.8921116223 |
| 2025-07-01 | 88.9721050924 |
| 2025-08-01 | 89.0927957006 |
| 2025-09-01 | 88.8825705863 |
| 2025-10-01 | 88.9284876739 |
| 2025-11-01 | 88.6844382773 |
| 2025-12-01 | 88.7723645372 |
| 2026-01-01 | 88.5406057064 |
| 2026-02-01 | 87.7929401011 |
| 2026-03-01 | 87.6382182513 |
| 2026-04-01 | 87.6712587656 |
| 2026-05-01 | 87.8189290162 |
| 2026-06-01 | 88.3144325031 |
| 2026-07-01 | 88.7161946462 |
| 2026-08-01 | 88.4254975681 |
| 2026-09-01 | 87.2802687349 |