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 2026-08-01 |
| 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 | 64.4225188436 |
| 1990-02-01 | 64.3802987392 |
| 1990-03-01 | 64.6664995950 |
| 1990-04-01 | 64.8767818361 |
| 1990-05-01 | 64.8505259824 |
| 1990-06-01 | 64.9069589157 |
| 1990-07-01 | 65.2789799851 |
| 1990-08-01 | 65.7323648765 |
| 1990-09-01 | 65.6935466618 |
| 1990-10-01 | 65.8307746907 |
| 1990-11-01 | 66.1819893194 |
| 1990-12-01 | 66.1652503684 |
| 1991-01-01 | 66.1453764262 |
| 1991-02-01 | 66.4711512596 |
| 1991-03-01 | 66.5761744667 |
| 1991-04-01 | 66.2464701989 |
| 1991-05-01 | 66.6645925875 |
| 1991-06-01 | 66.6199654127 |
| 1991-07-01 | 66.8664362120 |
| 1991-08-01 | 67.6596133007 |
| 1991-09-01 | 67.4216526164 |
| 1991-10-01 | 67.4868203682 |
| 1991-11-01 | 67.4602299282 |
| 1991-12-01 | 67.9297479670 |
| 1992-01-01 | 68.2866998637 |
| 1992-02-01 | 68.1528593811 |
| 1992-03-01 | 68.0063787586 |
| 1992-04-01 | 68.5318028036 |
| 1992-05-01 | 69.3017060735 |
| 1992-06-01 | 69.2239599958 |
| 1992-07-01 | 68.8463884677 |
| 1992-08-01 | 68.7092793337 |
| 1992-09-01 | 68.6458602167 |
| 1992-10-01 | 68.0912306628 |
| 1992-11-01 | 67.5231299182 |
| 1992-12-01 | 68.2570938034 |
| 1993-01-01 | 68.5533429809 |
| 1993-02-01 | 68.5717025601 |
| 1993-03-01 | 68.5779888159 |
| 1993-04-01 | 69.1290262156 |
| 1993-05-01 | 68.6415223928 |
| 1993-06-01 | 68.7039300403 |
| 1993-07-01 | 68.6193508947 |
| 1993-08-01 | 68.8273462766 |
| 1993-09-01 | 69.1853405161 |
| 1993-10-01 | 69.6916934246 |
| 1993-11-01 | 69.7601219435 |
| 1993-12-01 | 69.5613615478 |
| 1994-01-01 | 69.8419743960 |
| 1994-02-01 | 70.2219760938 |
| 1994-03-01 | 70.3592903551 |
| 1994-04-01 | 70.7459542750 |
| 1994-05-01 | 70.5967755260 |
| 1994-06-01 | 70.2775854810 |
| 1994-07-01 | 70.9859058984 |
| 1994-08-01 | 70.7103822701 |
| 1994-09-01 | 70.7088615410 |
| 1994-10-01 | 70.9686852574 |
| 1994-11-01 | 71.1769227412 |
| 1994-12-01 | 71.7764424507 |
| 1995-01-01 | 71.8728405004 |
| 1995-02-01 | 72.2444314723 |
| 1995-03-01 | 72.3466402427 |
| 1995-04-01 | 72.4506472036 |
| 1995-05-01 | 72.6207579617 |
| 1995-06-01 | 73.0315713949 |
| 1995-07-01 | 73.4157534775 |
| 1995-08-01 | 73.6234070194 |
| 1995-09-01 | 74.1525222911 |
| 1995-10-01 | 74.4358735259 |
| 1995-11-01 | 75.0128151547 |
| 1995-12-01 | 74.4956565219 |
| 1996-01-01 | 74.3050157179 |
| 1996-02-01 | 74.3723132384 |
| 1996-03-01 | 74.3108172504 |
| 1996-04-01 | 74.2542444374 |
| 1996-05-01 | 74.7182690773 |
| 1996-06-01 | 74.7777216297 |
| 1996-07-01 | 74.4183232936 |
| 1996-08-01 | 74.9299027124 |
| 1996-09-01 | 74.9145278510 |
| 1996-10-01 | 75.2518113959 |
| 1996-11-01 | 75.3816230380 |
| 1996-12-01 | 75.4157580635 |
| 1997-01-01 | 75.7461222065 |
| 1997-02-01 | 75.6881860063 |
| 1997-03-01 | 75.8461939830 |
| 1997-04-01 | 75.2213359968 |
| 1997-05-01 | 75.9781339279 |
| 1997-06-01 | 76.4068222776 |
| 1997-07-01 | 76.8369865943 |
| 1997-08-01 | 77.4503338131 |
| 1997-09-01 | 77.4228802469 |
| 1997-10-01 | 78.7268099500 |
| 1997-11-01 | 77.6692514858 |
| 1997-12-01 | 77.6470985304 |
| 1998-01-01 | 77.8452396009 |
| 1998-02-01 | 77.9465360836 |
| 1998-03-01 | 77.3345409605 |
| 1998-04-01 | 78.8719520788 |
| 1998-05-01 | 80.3480928126 |
| 1998-06-01 | 80.4638217089 |
| 1998-07-01 | 79.4782986899 |
| 1998-08-01 | 79.6075435494 |
| 1998-09-01 | 79.4503871781 |
| 1998-10-01 | 78.9931439478 |
| 1998-11-01 | 79.1493244897 |
| 1998-12-01 | 79.2151983809 |
| 1999-01-01 | 79.4227075040 |
| 1999-02-01 | 79.4457883649 |
| 1999-03-01 | 79.4949709319 |
| 1999-04-01 | 80.4098410522 |
| 1999-05-01 | 80.2248914259 |
| 1999-06-01 | 80.2342520727 |
| 1999-07-01 | 80.6600748195 |
| 1999-08-01 | 80.4801703859 |
| 1999-09-01 | 80.4718457483 |
| 1999-10-01 | 81.0673930667 |
| 1999-11-01 | 81.4546703176 |
| 1999-12-01 | 82.2167323843 |
| 2000-01-01 | 81.9320078596 |
| 2000-02-01 | 82.5653853036 |
| 2000-03-01 | 82.7689966580 |
| 2000-04-01 | 82.8904074946 |
| 2000-05-01 | 82.5009366353 |
| 2000-06-01 | 82.4994731977 |
| 2000-07-01 | 81.9743230741 |
| 2000-08-01 | 82.6847168116 |
| 2000-09-01 | 82.9531257470 |
| 2000-10-01 | 83.4214241480 |
| 2000-11-01 | 83.3715699659 |
| 2000-12-01 | 83.4605416520 |
| 2001-01-01 | 83.1117917337 |
| 2001-02-01 | 82.9498740457 |
| 2001-03-01 | 83.1526804801 |
| 2001-04-01 | 82.7905479196 |
| 2001-05-01 | 82.9629752790 |
| 2001-06-01 | 82.9533531171 |
| 2001-07-01 | 83.0461775523 |
| 2001-08-01 | 83.3015392505 |
| 2001-09-01 | 83.0713652278 |
| 2001-10-01 | 83.1462042688 |
| 2001-11-01 | 83.3008236369 |
| 2001-12-01 | 83.0293102592 |
| 2002-01-01 | 83.6758321208 |
| 2002-02-01 | 83.1491538844 |
| 2002-03-01 | 83.1610467879 |
| 2002-04-01 | 83.3246080791 |
| 2002-05-01 | 83.2061846745 |
| 2002-06-01 | 83.5983348342 |
| 2002-07-01 | 83.6999259275 |
| 2002-08-01 | 84.0181051913 |
| 2002-09-01 | 84.0343456219 |
| 2002-10-01 | 84.0905256913 |
| 2002-11-01 | 84.1378624701 |
| 2002-12-01 | 84.0033770613 |
| 2003-01-01 | 85.1383459500 |
| 2003-02-01 | 84.8838022130 |
| 2003-03-01 | 84.5691603130 |
| 2003-04-01 | 84.6627332182 |
| 2003-05-01 | 84.8520298159 |
| 2003-06-01 | 84.8686938772 |
| 2003-07-01 | 84.5398859384 |
| 2003-08-01 | 84.4040619357 |
| 2003-09-01 | 85.0575557575 |
| 2003-10-01 | 84.4400912701 |
| 2003-11-01 | 84.0796229320 |
| 2003-12-01 | 84.3475691710 |
| 2004-01-01 | 84.9329987370 |
| 2004-02-01 | 84.9464011279 |
| 2004-03-01 | 85.0817887689 |
| 2004-04-01 | 85.6109441676 |
| 2004-05-01 | 85.2970750246 |
| 2004-06-01 | 85.1651313243 |
| 2004-07-01 | 85.0524909126 |
| 2004-08-01 | 84.9982613641 |
| 2004-09-01 | 85.0797882627 |
| 2004-10-01 | 85.1680554851 |
| 2004-11-01 | 84.9889188505 |
| 2004-12-01 | 85.1592872912 |
| 2005-01-01 | 84.8588966409 |
| 2005-02-01 | 85.0401412093 |
| 2005-03-01 | 85.1813198838 |
| 2005-04-01 | 85.9375167567 |
| 2005-05-01 | 85.6650069376 |
| 2005-06-01 | 85.9394750711 |
| 2005-07-01 | 86.0769710717 |
| 2005-08-01 | 85.9603922282 |
| 2005-09-01 | 86.1951373305 |
| 2005-10-01 | 86.1355076809 |
| 2005-11-01 | 86.4610050149 |
| 2005-12-01 | 86.9597387391 |
| 2006-01-01 | 87.3104294164 |
| 2006-02-01 | 87.1719466995 |
| 2006-03-01 | 87.2956880248 |
| 2006-04-01 | 86.8623432836 |
| 2006-05-01 | 86.7399388297 |
| 2006-06-01 | 87.3388629009 |
| 2006-07-01 | 87.5923771114 |
| 2006-08-01 | 87.8862787037 |
| 2006-09-01 | 87.8122553578 |
| 2006-10-01 | 87.8886435892 |
| 2006-11-01 | 88.1392988051 |
| 2006-12-01 | 88.3174271405 |
| 2007-01-01 | 88.2233459913 |
| 2007-02-01 | 88.5046808513 |
| 2007-03-01 | 88.8040510928 |
| 2007-04-01 | 88.4573537237 |
| 2007-05-01 | 88.8262686898 |
| 2007-06-01 | 89.2392090209 |
| 2007-07-01 | 89.3266078794 |
| 2007-08-01 | 89.2921086479 |
| 2007-09-01 | 89.7517828291 |
| 2007-10-01 | 90.0146566665 |
| 2007-11-01 | 90.1376333334 |
| 2007-12-01 | 90.0375227547 |
| 2008-01-01 | 89.7198467059 |
| 2008-02-01 | 89.8137961606 |
| 2008-03-01 | 89.7280593934 |
| 2008-04-01 | 89.7999119412 |
| 2008-05-01 | 89.9086590466 |
| 2008-06-01 | 89.3756220857 |
| 2008-07-01 | 89.4778014834 |
| 2008-08-01 | 89.5637813432 |
| 2008-09-01 | 89.1942710010 |
| 2008-10-01 | 88.8500320294 |
| 2008-11-01 | 88.6555052825 |
| 2008-12-01 | 88.2041497852 |
| 2009-01-01 | 87.8972312742 |
| 2009-02-01 | 87.3885621682 |
| 2009-03-01 | 87.0330773161 |
| 2009-04-01 | 86.9160232288 |
| 2009-05-01 | 86.9761588210 |
| 2009-06-01 | 86.5905389020 |
| 2009-07-01 | 87.5217811784 |
| 2009-08-01 | 87.1734607068 |
| 2009-09-01 | 86.8774898842 |
| 2009-10-01 | 86.8028536386 |
| 2009-11-01 | 86.6996340617 |
| 2009-12-01 | 86.9670408546 |
| 2010-01-01 | 87.4586578272 |
| 2010-02-01 | 87.5275059322 |
| 2010-03-01 | 87.9168034929 |
| 2010-04-01 | 88.3190023419 |
| 2010-05-01 | 87.7517404065 |
| 2010-06-01 | 87.9014987196 |
| 2010-07-01 | 87.5406292764 |
| 2010-08-01 | 87.5280721628 |
| 2010-09-01 | 87.4663588650 |
| 2010-10-01 | 87.9189736875 |
| 2010-11-01 | 87.7697072821 |
| 2010-12-01 | 87.6955827181 |
| 2011-01-01 | 87.8098012909 |
| 2011-02-01 | 87.7094710902 |
| 2011-03-01 | 87.5286758194 |
| 2011-04-01 | 88.0525028619 |
| 2011-05-01 | 87.7463701232 |
| 2011-06-01 | 88.0295394001 |
| 2011-07-01 | 87.4481234664 |
| 2011-08-01 | 87.5346251125 |
| 2011-09-01 | 88.0000183407 |
| 2011-10-01 | 87.6442119150 |
| 2011-11-01 | 87.8319971518 |
| 2011-12-01 | 87.5616880065 |
| 2012-01-01 | 87.0604224606 |
| 2012-02-01 | 87.4551864408 |
| 2012-03-01 | 87.4203858983 |
| 2012-04-01 | 87.3790474724 |
| 2012-05-01 | 87.7704330871 |
| 2012-06-01 | 87.9810089079 |
| 2012-07-01 | 88.4643471045 |
| 2012-08-01 | 88.5997911869 |
| 2012-09-01 | 88.4050539225 |
| 2012-10-01 | 88.7817174481 |
| 2012-11-01 | 88.7769870068 |
| 2012-12-01 | 88.9930687274 |
| 2013-01-01 | 89.4194559515 |
| 2013-02-01 | 89.4782772684 |
| 2013-03-01 | 89.8046777883 |
| 2013-04-01 | 89.9135347478 |
| 2013-05-01 | 90.0779794353 |
| 2013-06-01 | 89.8728447000 |
| 2013-07-01 | 90.3836453331 |
| 2013-08-01 | 90.6768201718 |
| 2013-09-01 | 90.9382941384 |
| 2013-10-01 | 90.3866523312 |
| 2013-11-01 | 90.6244823781 |
| 2013-12-01 | 90.6174863050 |
| 2014-01-01 | 90.4507379408 |
| 2014-02-01 | 90.6204334372 |
| 2014-03-01 | 90.7090055887 |
| 2014-04-01 | 90.4101762486 |
| 2014-05-01 | 90.6703149857 |
| 2014-06-01 | 90.8979043697 |
| 2014-07-01 | 91.0346817014 |
| 2014-08-01 | 91.1431318566 |
| 2014-09-01 | 91.5478040664 |
| 2014-10-01 | 91.6810566228 |
| 2014-11-01 | 93.2687582642 |
| 2014-12-01 | 93.3456556999 |
| 2015-01-01 | 91.0918949988 |
| 2015-02-01 | 91.4816353901 |
| 2015-03-01 | 91.6285877435 |
| 2015-04-01 | 91.7813261191 |
| 2015-05-01 | 91.7400786861 |
| 2015-06-01 | 92.1134726021 |
| 2015-07-01 | 92.2188992343 |
| 2015-08-01 | 92.1254647586 |
| 2015-09-01 | 92.4076359881 |
| 2015-10-01 | 92.1175078296 |
| 2015-11-01 | 92.0681365472 |
| 2015-12-01 | 91.7402036452 |
| 2016-01-01 | 92.2409319531 |
| 2016-02-01 | 92.1819136440 |
| 2016-03-01 | 91.9849772210 |
| 2016-04-01 | 92.5430821511 |
| 2016-05-01 | 92.1304830846 |
| 2016-06-01 | 91.4430587545 |
| 2016-07-01 | 92.0188598142 |
| 2016-08-01 | 92.0911960610 |
| 2016-09-01 | 92.1457414494 |
| 2016-10-01 | 92.3472724484 |
| 2016-11-01 | 92.1875122588 |
| 2016-12-01 | 92.1070643238 |
| 2017-01-01 | 92.5873932715 |
| 2017-02-01 | 92.4927907579 |
| 2017-03-01 | 92.7848225769 |
| 2017-04-01 | 93.1891113860 |
| 2017-05-01 | 93.0574004918 |
| 2017-06-01 | 93.1032394850 |
| 2017-07-01 | 93.0061352535 |
| 2017-08-01 | 93.0911325243 |
| 2017-09-01 | 93.1858683812 |
| 2017-10-01 | 93.0518035674 |
| 2017-11-01 | 92.8305459363 |
| 2017-12-01 | 92.9532299908 |
| 2018-01-01 | 92.8367607241 |
| 2018-02-01 | 93.0348338732 |
| 2018-03-01 | 92.9809654656 |
| 2018-04-01 | 93.4012985684 |
| 2018-05-01 | 93.3502346239 |
| 2018-06-01 | 93.0984730298 |
| 2018-07-01 | 92.7647115351 |
| 2018-08-01 | 92.5277183331 |
| 2018-09-01 | 92.3100987756 |
| 2018-10-01 | 92.4659410780 |
| 2018-11-01 | 92.3223293038 |
| 2018-12-01 | 92.4750675579 |
| 2019-01-01 | 92.2149601280 |
| 2019-02-01 | 92.2634089234 |
| 2019-03-01 | 92.4747508381 |
| 2019-04-01 | 92.3880809589 |
| 2019-05-01 | 92.3815786954 |
| 2019-06-01 | 92.1798789206 |
| 2019-07-01 | 92.2962271878 |
| 2019-08-01 | 92.0331332289 |
| 2019-09-01 | 92.0028857107 |
| 2019-10-01 | 92.0111555026 |
| 2019-11-01 | 92.1383647838 |
| 2019-12-01 | 91.9996045804 |
| 2020-01-01 | 92.1165879063 |
| 2020-02-01 | 92.2925900719 |
| 2020-03-01 | 91.5184433794 |
| 2020-04-01 | 76.7975738086 |
| 2020-05-01 | 76.6283195246 |
| 2020-06-01 | 81.1108188968 |
| 2020-07-01 | 82.6960901692 |
| 2020-08-01 | 83.6185799922 |
| 2020-09-01 | 84.6632214454 |
| 2020-10-01 | 85.7212745006 |
| 2020-11-01 | 85.3437014094 |
| 2020-12-01 | 83.0734377978 |
| 2021-01-01 | 84.9008100152 |
| 2021-02-01 | 85.7082901780 |
| 2021-03-01 | 86.0525645544 |
| 2021-04-01 | 86.3950534068 |
| 2021-05-01 | 86.3179611377 |
| 2021-06-01 | 86.4588120671 |
| 2021-07-01 | 86.9135053651 |
| 2021-08-01 | 86.9986769139 |
| 2021-09-01 | 86.8014732078 |
| 2021-10-01 | 87.6857869432 |
| 2021-11-01 | 87.8415935139 |
| 2021-12-01 | 87.7813603057 |
| 2022-01-01 | 87.5051117870 |
| 2022-02-01 | 87.7646733905 |
| 2022-03-01 | 87.6516289129 |
| 2022-04-01 | 87.5265754266 |
| 2022-05-01 | 87.5467911335 |
| 2022-06-01 | 87.5312147590 |
| 2022-07-01 | 87.9323728790 |
| 2022-08-01 | 87.8720567125 |
| 2022-09-01 | 88.3938562807 |
| 2022-10-01 | 87.9718044042 |
| 2022-11-01 | 88.0146589241 |
| 2022-12-01 | 88.1666336716 |
| 2023-01-01 | 88.3999842086 |
| 2023-02-01 | 88.6704430135 |
| 2023-03-01 | 89.1887527177 |
| 2023-04-01 | 88.3357155086 |
| 2023-05-01 | 88.7220367191 |
| 2023-06-01 | 89.6216015231 |
| 2023-07-01 | 88.8488783854 |
| 2023-08-01 | 88.9569730920 |
| 2023-09-01 | 89.1049247532 |
| 2023-10-01 | 88.7618710170 |
| 2023-11-01 | 88.8166035772 |
| 2023-12-01 | 88.9279850214 |
| 2024-01-01 | 89.5920545829 |
| 2024-02-01 | 89.8255381053 |
| 2024-03-01 | 90.5498304159 |
| 2024-04-01 | 90.1411874750 |
| 2024-05-01 | 90.1915193719 |
| 2024-06-01 | 89.8907015741 |
| 2024-07-01 | 89.2331679660 |
| 2024-08-01 | 89.2378651944 |
| 2024-09-01 | 89.2489726488 |
| 2024-10-01 | 89.2304733997 |
| 2024-11-01 | 89.4043133927 |
| 2024-12-01 | 89.4809817935 |
| 2025-01-01 | 89.1458842968 |
| 2025-02-01 | 89.3979797298 |
| 2025-03-01 | 89.4698813733 |
| 2025-04-01 | 89.3659680768 |
| 2025-05-01 | 89.1659806244 |
| 2025-06-01 | 88.9665112449 |
| 2025-07-01 | 89.0166419468 |
| 2025-08-01 | 89.2269709756 |
| 2025-09-01 | 88.7815947474 |
| 2025-10-01 | 88.8630948696 |
| 2025-11-01 | 88.6381476620 |
| 2025-12-01 | 88.7367302897 |
| 2026-01-01 | 88.5240026612 |
| 2026-02-01 | 87.7672778015 |
| 2026-03-01 | 87.6001070105 |
| 2026-04-01 | 87.6821822970 |
| 2026-05-01 | 87.8676516363 |
| 2026-06-01 | 88.4014464744 |
| 2026-07-01 | 88.7819899763 |
| 2026-08-01 | 88.2051062353 |