Table Data - All Employees: Professional and Business Services: Employment Services in Minnesota
| Title | All Employees: Professional and Business Services: Employment Services in Minnesota |
|---|---|
| Series ID | SMU27000006056130001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 7:02 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 | 29.4149644263324 |
| 1990-02-01 | 29.7454709076689 |
| 1990-03-01 | 29.1573664336003 |
| 1990-04-01 | 28.4296280976361 |
| 1990-05-01 | 28.3213582736559 |
| 1990-06-01 | 27.8805853483367 |
| 1990-07-01 | 28.0187879884080 |
| 1990-08-01 | 27.9298658615079 |
| 1990-09-01 | 27.9710731501890 |
| 1990-10-01 | 27.3361100332749 |
| 1990-11-01 | 27.3362273462924 |
| 1990-12-01 | 26.6111709898479 |
| 1991-01-01 | 26.4105625830691 |
| 1991-02-01 | 26.0202077099043 |
| 1991-03-01 | 25.7899947314400 |
| 1991-04-01 | 25.8241902247021 |
| 1991-05-01 | 25.6899646010314 |
| 1991-06-01 | 26.1169095391426 |
| 1991-07-01 | 26.6983137851361 |
| 1991-08-01 | 27.3021695985743 |
| 1991-09-01 | 27.8167614047671 |
| 1991-10-01 | 28.4312286476108 |
| 1991-11-01 | 28.7249716089154 |
| 1991-12-01 | 28.5002321961792 |
| 1992-01-01 | 30.4611154689350 |
| 1992-02-01 | 30.7710957315643 |
| 1992-03-01 | 31.4442751566746 |
| 1992-04-01 | 32.9073910195236 |
| 1992-05-01 | 33.1844277826191 |
| 1992-06-01 | 33.6212859521627 |
| 1992-07-01 | 34.8226285202171 |
| 1992-08-01 | 35.1128767482620 |
| 1992-09-01 | 35.1043725631919 |
| 1992-10-01 | 35.7606814829483 |
| 1992-11-01 | 35.3321021398277 |
| 1992-12-01 | 36.4791352616292 |
| 1993-01-01 | 35.9987833390510 |
| 1993-02-01 | 36.0572320698037 |
| 1993-03-01 | 35.3351953820287 |
| 1993-04-01 | 36.3797323581508 |
| 1993-05-01 | 37.2272679671441 |
| 1993-06-01 | 37.4271364106017 |
| 1993-07-01 | 37.3457918766526 |
| 1993-08-01 | 37.8573493445970 |
| 1993-09-01 | 38.5882963099462 |
| 1993-10-01 | 39.5254168526426 |
| 1993-11-01 | 40.4438305079566 |
| 1993-12-01 | 42.1487122476185 |
| 1994-01-01 | 41.4181993389801 |
| 1994-02-01 | 42.0785733526502 |
| 1994-03-01 | 42.8024400560182 |
| 1994-04-01 | 43.4171231678670 |
| 1994-05-01 | 43.8981686120060 |
| 1994-06-01 | 44.1542409452931 |
| 1994-07-01 | 43.7720566186132 |
| 1994-08-01 | 44.0862552404254 |
| 1994-09-01 | 44.5353445235852 |
| 1994-10-01 | 44.5583304606238 |
| 1994-11-01 | 45.6648273369639 |
| 1994-12-01 | 45.8993855037688 |
| 1995-01-01 | 46.0442491872943 |
| 1995-02-01 | 46.2012447180077 |
| 1995-03-01 | 46.6378406878459 |
| 1995-04-01 | 46.3694886147959 |
| 1995-05-01 | 46.5032360873809 |
| 1995-06-01 | 46.1203464614393 |
| 1995-07-01 | 47.3699825691810 |
| 1995-08-01 | 47.8497960351249 |
| 1995-09-01 | 47.9376195737652 |
| 1995-10-01 | 48.0423116019150 |
| 1995-11-01 | 47.0599272373852 |
| 1995-12-01 | 47.8533533880614 |
| 1996-01-01 | 48.2198786133886 |
| 1996-02-01 | 48.9870531007834 |
| 1996-03-01 | 49.3035364720095 |
| 1996-04-01 | 49.2493917305202 |
| 1996-05-01 | 48.8333177221687 |
| 1996-06-01 | 49.2962544384197 |
| 1996-07-01 | 49.4139473621228 |
| 1996-08-01 | 48.8341315682593 |
| 1996-09-01 | 49.6762656942166 |
| 1996-10-01 | 49.5755795953025 |
| 1996-11-01 | 49.9934486232626 |
| 1996-12-01 | 50.4955983809904 |
| 1997-01-01 | 50.9316642014085 |
| 1997-02-01 | 51.5967468634739 |
| 1997-03-01 | 51.6302337898851 |
| 1997-04-01 | 51.5319560937998 |
| 1997-05-01 | 52.3287376827997 |
| 1997-06-01 | 52.4799748225001 |
| 1997-07-01 | 53.0920170483319 |
| 1997-08-01 | 53.5531721688008 |
| 1997-09-01 | 53.7577156407486 |
| 1997-10-01 | 52.2826814286505 |
| 1997-11-01 | 53.5690329117408 |
| 1997-12-01 | 54.2289582992341 |
| 1998-01-01 | 54.0674782198363 |
| 1998-02-01 | 53.9270270433956 |
| 1998-03-01 | 54.1766380965418 |
| 1998-04-01 | 54.4782707281576 |
| 1998-05-01 | 55.2130155993516 |
| 1998-06-01 | 54.7066170650591 |
| 1998-07-01 | 53.8413182051941 |
| 1998-08-01 | 53.9273167892056 |
| 1998-09-01 | 52.9442108800325 |
| 1998-10-01 | 53.1892594852160 |
| 1998-11-01 | 53.5755688934314 |
| 1998-12-01 | 54.1050382077216 |
| 1999-01-01 | 55.8223392495256 |
| 1999-02-01 | 56.1754324421851 |
| 1999-03-01 | 56.5086297396669 |
| 1999-04-01 | 57.3479258078816 |
| 1999-05-01 | 57.6081741230543 |
| 1999-06-01 | 56.8692495635158 |
| 1999-07-01 | 57.9619588834279 |
| 1999-08-01 | 58.0753295622167 |
| 1999-09-01 | 57.5668021909235 |
| 1999-10-01 | 59.3841063691778 |
| 1999-11-01 | 59.9895096487956 |
| 1999-12-01 | 60.9108492715792 |
| 2000-01-01 | 58.0350473022839 |
| 2000-02-01 | 56.9385967143342 |
| 2000-03-01 | 58.0237017007901 |
| 2000-04-01 | 57.7183420633871 |
| 2000-05-01 | 57.3144327697128 |
| 2000-06-01 | 58.4680262671080 |
| 2000-07-01 | 57.8913397244551 |
| 2000-08-01 | 57.6547693801516 |
| 2000-09-01 | 56.8612524712281 |
| 2000-10-01 | 56.2716556060586 |
| 2000-11-01 | 55.4481353205743 |
| 2000-12-01 | 54.5321067249748 |
| 2001-01-01 | 55.3223986020541 |
| 2001-02-01 | 52.8820283870932 |
| 2001-03-01 | 52.5071824926582 |
| 2001-04-01 | 51.5066944419503 |
| 2001-05-01 | 50.4459215155978 |
| 2001-06-01 | 49.5020487855538 |
| 2001-07-01 | 48.6374158677364 |
| 2001-08-01 | 47.6785147181677 |
| 2001-09-01 | 47.5352334342642 |
| 2001-10-01 | 45.9268182478524 |
| 2001-11-01 | 45.4983739363581 |
| 2001-12-01 | 45.2267491776757 |
| 2002-01-01 | 44.0870771921261 |
| 2002-02-01 | 43.7609985025608 |
| 2002-03-01 | 43.2771954489243 |
| 2002-04-01 | 43.1704128503337 |
| 2002-05-01 | 43.8153641904505 |
| 2002-06-01 | 44.6725045193708 |
| 2002-07-01 | 45.7907182200914 |
| 2002-08-01 | 46.6916826509763 |
| 2002-09-01 | 46.5281307568155 |
| 2002-10-01 | 46.1226251970364 |
| 2002-11-01 | 45.7889799395907 |
| 2002-12-01 | 45.7232759340163 |
| 2003-01-01 | 45.3241091583245 |
| 2003-02-01 | 45.5495033414191 |
| 2003-03-01 | 45.2057877249939 |
| 2003-04-01 | 44.2259348692114 |
| 2003-05-01 | 44.5616965833637 |
| 2003-06-01 | 44.2487567770883 |
| 2003-07-01 | 43.8441732598150 |
| 2003-08-01 | 44.3768494836761 |
| 2003-09-01 | 44.7242225166102 |
| 2003-10-01 | 45.1673741136730 |
| 2003-11-01 | 45.2587321751296 |
| 2003-12-01 | 46.0349164740847 |
| 2004-01-01 | 46.9494320698202 |
| 2004-02-01 | 46.9043269959375 |
| 2004-03-01 | 47.3457483780741 |
| 2004-04-01 | 48.7187896357162 |
| 2004-05-01 | 49.3096944331617 |
| 2004-06-01 | 49.2713771432005 |
| 2004-07-01 | 49.3556865701440 |
| 2004-08-01 | 49.1782034055202 |
| 2004-09-01 | 48.1740808766167 |
| 2004-10-01 | 48.4036555613484 |
| 2004-11-01 | 48.7879309011025 |
| 2004-12-01 | 48.7810727408673 |
| 2005-01-01 | 49.3547768965093 |
| 2005-02-01 | 49.6503910702780 |
| 2005-03-01 | 50.5952763405743 |
| 2005-04-01 | 51.0839632462130 |
| 2005-05-01 | 51.6817491329962 |
| 2005-06-01 | 50.8793743653541 |
| 2005-07-01 | 50.3007509075239 |
| 2005-08-01 | 51.0421921142569 |
| 2005-09-01 | 51.7922020825861 |
| 2005-10-01 | 53.1414423722300 |
| 2005-11-01 | 53.7644456265617 |
| 2005-12-01 | 54.0695827594409 |
| 2006-01-01 | 56.7838012071963 |
| 2006-02-01 | 56.2425105172018 |
| 2006-03-01 | 55.4476637281680 |
| 2006-04-01 | 55.6604962849562 |
| 2006-05-01 | 55.5965876655864 |
| 2006-06-01 | 56.2635259467362 |
| 2006-07-01 | 57.7663572560145 |
| 2006-08-01 | 57.2406608818534 |
| 2006-09-01 | 58.4792350841674 |
| 2006-10-01 | 58.4667630551160 |
| 2006-11-01 | 58.8286514787218 |
| 2006-12-01 | 58.3885334011137 |
| 2007-01-01 | 57.2914089704425 |
| 2007-02-01 | 57.1336466136641 |
| 2007-03-01 | 58.0098470579926 |
| 2007-04-01 | 58.4335926087813 |
| 2007-05-01 | 57.8510905860982 |
| 2007-06-01 | 57.7494372208769 |
| 2007-07-01 | 56.0050929589831 |
| 2007-08-01 | 57.0996093331045 |
| 2007-09-01 | 57.1226156586209 |
| 2007-10-01 | 53.5275249884241 |
| 2007-11-01 | 54.0070187942399 |
| 2007-12-01 | 54.4370384176014 |
| 2008-01-01 | 54.5942575242459 |
| 2008-02-01 | 54.4382856581904 |
| 2008-03-01 | 54.3998567363245 |
| 2008-04-01 | 52.6928130738331 |
| 2008-05-01 | 52.9609027570150 |
| 2008-06-01 | 52.7104262958124 |
| 2008-07-01 | 52.1655269289770 |
| 2008-08-01 | 51.3901371799655 |
| 2008-09-01 | 51.0029666509736 |
| 2008-10-01 | 49.6257645928969 |
| 2008-11-01 | 48.1848098360126 |
| 2008-12-01 | 46.6621227352669 |
| 2009-01-01 | 44.8193434177109 |
| 2009-02-01 | 43.6028033674236 |
| 2009-03-01 | 41.9598193244150 |
| 2009-04-01 | 40.7058103099942 |
| 2009-05-01 | 40.7408602498137 |
| 2009-06-01 | 40.4879760205281 |
| 2009-07-01 | 40.1722449630645 |
| 2009-08-01 | 40.8116160437233 |
| 2009-09-01 | 39.6970124898655 |
| 2009-10-01 | 42.7889698126083 |
| 2009-11-01 | 44.3071683951988 |
| 2009-12-01 | 45.3793213000570 |
| 2010-01-01 | 45.6529404702226 |
| 2010-02-01 | 46.0760539384836 |
| 2010-03-01 | 47.1039309327309 |
| 2010-04-01 | 49.1877171255405 |
| 2010-05-01 | 50.2053501299751 |
| 2010-06-01 | 50.6252401365921 |
| 2010-07-01 | 51.3881117605993 |
| 2010-08-01 | 52.6782014828199 |
| 2010-09-01 | 51.5243078959606 |
| 2010-10-01 | 51.3566878144668 |
| 2010-11-01 | 52.9516312849135 |
| 2010-12-01 | 52.7695148079173 |
| 2011-01-01 | 55.0117413138246 |
| 2011-02-01 | 55.2981123862749 |
| 2011-03-01 | 55.3492862516691 |
| 2011-04-01 | 56.5827283497519 |
| 2011-05-01 | 56.4984190812736 |
| 2011-06-01 | 56.7686209980828 |
| 2011-07-01 | 57.6056536045800 |
| 2011-08-01 | 58.0324425024681 |
| 2011-09-01 | 58.3572576777277 |
| 2011-10-01 | 58.5203804055989 |
| 2011-11-01 | 58.4494546334258 |
| 2011-12-01 | 58.2915907090173 |
| 2012-01-01 | 58.9082238265409 |
| 2012-02-01 | 59.1060652017112 |
| 2012-03-01 | 59.7497306827267 |
| 2012-04-01 | 59.9186138974125 |
| 2012-05-01 | 59.7879467080531 |
| 2012-06-01 | 59.9115283273676 |
| 2012-07-01 | 60.7189174578341 |
| 2012-08-01 | 60.5256627632495 |
| 2012-09-01 | 60.8079475090638 |
| 2012-10-01 | 60.2645461843203 |
| 2012-11-01 | 60.1692408817342 |
| 2012-12-01 | 60.4376123439777 |
| 2013-01-01 | 60.9917314031253 |
| 2013-02-01 | 61.9160506359239 |
| 2013-03-01 | 62.0510044687852 |
| 2013-04-01 | 61.2818044244188 |
| 2013-05-01 | 60.8727782032486 |
| 2013-06-01 | 62.3944393235260 |
| 2013-07-01 | 61.1257164927266 |
| 2013-08-01 | 63.3323146179960 |
| 2013-09-01 | 61.7631108865159 |
| 2013-10-01 | 62.8283932660861 |
| 2013-11-01 | 61.3242397084052 |
| 2013-12-01 | 61.8551278624795 |
| 2014-01-01 | 61.0013006360329 |
| 2014-02-01 | 60.8620736860838 |
| 2014-03-01 | 61.3037969644343 |
| 2014-04-01 | 60.9151507462422 |
| 2014-05-01 | 61.3194673206133 |
| 2014-06-01 | 61.6984582799661 |
| 2014-07-01 | 61.6130055274913 |
| 2014-08-01 | 63.8203867642345 |
| 2014-09-01 | 61.4568059489546 |
| 2014-10-01 | 61.8822814285851 |
| 2014-11-01 | 63.5995020638562 |
| 2014-12-01 | 62.0841417320182 |
| 2015-01-01 | 60.9711694716490 |
| 2015-02-01 | 60.7963312411102 |
| 2015-03-01 | 60.8999347709128 |
| 2015-04-01 | 60.8186903863485 |
| 2015-05-01 | 61.8901333101113 |
| 2015-06-01 | 61.7883533047054 |
| 2015-07-01 | 61.9961645111182 |
| 2015-08-01 | 62.2788275734666 |
| 2015-09-01 | 59.3432755214722 |
| 2015-10-01 | 62.7189975459892 |
| 2015-11-01 | 63.1073658887923 |
| 2015-12-01 | 61.8963821308131 |
| 2016-01-01 | 61.4782931508479 |
| 2016-02-01 | 61.2327564287535 |
| 2016-03-01 | 60.2620596452657 |
| 2016-04-01 | 60.6528040283451 |
| 2016-05-01 | 59.9829516360674 |
| 2016-06-01 | 60.2190348404428 |
| 2016-07-01 | 60.7636616227671 |
| 2016-08-01 | 59.8757331920128 |
| 2016-09-01 | 61.5560447151331 |
| 2016-10-01 | 61.7158470010715 |
| 2016-11-01 | 59.9702329807846 |
| 2016-12-01 | 60.2389313893753 |
| 2017-01-01 | 59.8544579634999 |
| 2017-02-01 | 59.5892064424614 |
| 2017-03-01 | 59.3476774016398 |
| 2017-04-01 | 59.5280610620684 |
| 2017-05-01 | 58.6653627403171 |
| 2017-06-01 | 58.8986798225680 |
| 2017-07-01 | 58.8383230943412 |
| 2017-08-01 | 58.8585624553250 |
| 2017-09-01 | 59.0781375983912 |
| 2017-10-01 | 58.4532114361748 |
| 2017-11-01 | 59.6519131407852 |
| 2017-12-01 | 59.3699008994201 |
| 2018-01-01 | 59.8981119300117 |
| 2018-02-01 | 59.8689000802495 |
| 2018-03-01 | 59.9971584700602 |
| 2018-04-01 | 60.4278397525304 |
| 2018-05-01 | 60.6657404909835 |
| 2018-06-01 | 59.9951746413322 |
| 2018-07-01 | 60.1839510614937 |
| 2018-08-01 | 60.1141933111089 |
| 2018-09-01 | 59.9639561550326 |
| 2018-10-01 | 60.5916424998251 |
| 2018-11-01 | 60.6539965163010 |
| 2018-12-01 | 61.0357457379754 |
| 2019-01-01 | 61.9728888416396 |
| 2019-02-01 | 61.0580773962301 |
| 2019-03-01 | 61.0977500109551 |
| 2019-04-01 | 60.5100623764733 |
| 2019-05-01 | 60.9784453147564 |
| 2019-06-01 | 60.5613000790115 |
| 2019-07-01 | 59.6562257510880 |
| 2019-08-01 | 59.6298143911588 |
| 2019-09-01 | 58.5266176718616 |
| 2019-10-01 | 59.6794573044890 |
| 2019-11-01 | 60.1774795679681 |
| 2019-12-01 | 58.8631071841534 |
| 2020-01-01 | 58.6311455868723 |
| 2020-02-01 | 59.2834457915394 |
| 2020-03-01 | 57.7580288526765 |
| 2020-04-01 | 43.2022250824521 |
| 2020-05-01 | 41.2995448290249 |
| 2020-06-01 | 44.5201523620888 |
| 2020-07-01 | 46.2662612193386 |
| 2020-08-01 | 48.3300435249326 |
| 2020-09-01 | 46.1269380864788 |
| 2020-10-01 | 50.6961682948454 |
| 2020-11-01 | 53.1806616163963 |
| 2020-12-01 | 53.4547794500733 |
| 2021-01-01 | 54.7797829497257 |
| 2021-02-01 | 55.6970570828217 |
| 2021-03-01 | 56.4753039678955 |
| 2021-04-01 | 56.5697918272064 |
| 2021-05-01 | 56.9172020287796 |
| 2021-06-01 | 57.4497849082936 |
| 2021-07-01 | 57.1411362156650 |
| 2021-08-01 | 57.2342222858369 |
| 2021-09-01 | 54.4910568127978 |
| 2021-10-01 | 58.2984626395776 |
| 2021-11-01 | 58.4772959778074 |
| 2021-12-01 | 59.8990975844094 |
| 2022-01-01 | 59.7658755829157 |
| 2022-02-01 | 61.3932904339427 |
| 2022-03-01 | 60.5689823998010 |
| 2022-04-01 | 61.2318006110890 |
| 2022-05-01 | 60.9231258912112 |
| 2022-06-01 | 60.9055876189830 |
| 2022-07-01 | 61.2566799269764 |
| 2022-08-01 | 60.6542716910568 |
| 2022-09-01 | 62.0540468308911 |
| 2022-10-01 | 60.2109253305269 |
| 2022-11-01 | 59.5591164959292 |
| 2022-12-01 | 58.9805609128592 |
| 2023-01-01 | 59.7847243932652 |
| 2023-02-01 | 59.2306338692082 |
| 2023-03-01 | 58.7860858877767 |
| 2023-04-01 | 58.0318032676927 |
| 2023-05-01 | 56.7047431973328 |
| 2023-06-01 | 56.1610195948219 |
| 2023-07-01 | 55.1800919176601 |
| 2023-08-01 | 54.1242536030730 |
| 2023-09-01 | 53.5853716514483 |
| 2023-10-01 | 53.3174390369568 |
| 2023-11-01 | 52.1533293975933 |
| 2023-12-01 | 51.5290596088473 |
| 2024-01-01 | 51.3067396332062 |
| 2024-02-01 | 50.4490584201691 |
| 2024-03-01 | 50.3849426629208 |
| 2024-04-01 | 49.2068264189883 |
| 2024-05-01 | 49.4457459631251 |
| 2024-06-01 | 49.6424462939848 |
| 2024-07-01 | 46.5986381914518 |
| 2024-08-01 | 47.2396933587933 |
| 2024-09-01 | 46.4853560299504 |
| 2024-10-01 | 46.7810755810475 |
| 2024-11-01 | 47.0855360859258 |
| 2024-12-01 | 46.6641471673759 |
| 2025-01-01 | 46.4567971252397 |
| 2025-02-01 | 46.8470860602409 |
| 2025-03-01 | 45.9373526202946 |
| 2025-04-01 | 46.2742957431334 |
| 2025-05-01 | 45.7359594065933 |
| 2025-06-01 | 44.1413872296435 |
| 2025-07-01 | 44.4056206847434 |
| 2025-08-01 | 45.6899099547112 |
| 2025-09-01 | 44.6266828958104 |
| 2025-10-01 | 43.1404051861727 |
| 2025-11-01 | 42.9001296800052 |
| 2025-12-01 | 43.0458606817541 |
| 2026-01-01 | 42.8046286391759 |
| 2026-02-01 | 42.9219819459992 |
| 2026-03-01 | 43.7081592271152 |
| 2026-04-01 | 44.4675429383316 |
| 2026-05-01 | 44.2990342055611 |
| 2026-06-01 | 47.7385079833123 |
| 2026-07-01 | 47.9444666908798 |