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 2026-06-01 |
| Last Updated | 2026-07-22 10:15 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 | 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 | 35.1043725631920 |
| 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 | 37.4271364106018 |
| 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 | 43.4171231678668 |
| 1994-05-01 | 43.8981686120058 |
| 1994-06-01 | 44.1542409452930 |
| 1994-07-01 | 43.7720566186132 |
| 1994-08-01 | 44.0862552404259 |
| 1994-09-01 | 44.5353445235859 |
| 1994-10-01 | 44.5583304606245 |
| 1994-11-01 | 45.6648273369640 |
| 1994-12-01 | 45.8993855037683 |
| 1995-01-01 | 46.0442491872935 |
| 1995-02-01 | 46.2012447180070 |
| 1995-03-01 | 46.6378406878454 |
| 1995-04-01 | 46.3694886147952 |
| 1995-05-01 | 46.5032360873808 |
| 1995-06-01 | 46.1203464614385 |
| 1995-07-01 | 47.3699825691813 |
| 1995-08-01 | 47.8497960351268 |
| 1995-09-01 | 47.9376195737686 |
| 1995-10-01 | 48.0423116019179 |
| 1995-11-01 | 47.0599272373854 |
| 1995-12-01 | 47.8533533880587 |
| 1996-01-01 | 48.2198786133847 |
| 1996-02-01 | 48.9870531007803 |
| 1996-03-01 | 49.3035364720082 |
| 1996-04-01 | 49.2493917305201 |
| 1996-05-01 | 48.8333177221708 |
| 1996-06-01 | 49.2962544384159 |
| 1996-07-01 | 49.4139473621263 |
| 1996-08-01 | 48.8341315682656 |
| 1996-09-01 | 49.6762656942225 |
| 1996-10-01 | 49.5755795953059 |
| 1996-11-01 | 49.9934486232662 |
| 1996-12-01 | 50.4955983809875 |
| 1997-01-01 | 50.9316642013672 |
| 1997-02-01 | 51.5967468634779 |
| 1997-03-01 | 51.6302337898967 |
| 1997-04-01 | 51.5319560938164 |
| 1997-05-01 | 52.3287376828044 |
| 1997-06-01 | 52.4799748225003 |
| 1997-07-01 | 53.0920170483340 |
| 1997-08-01 | 53.5531721688000 |
| 1997-09-01 | 53.7577156407471 |
| 1997-10-01 | 52.2826814286492 |
| 1997-11-01 | 53.5690329117462 |
| 1997-12-01 | 54.2289582992292 |
| 1998-01-01 | 54.0674782197494 |
| 1998-02-01 | 53.9270270434125 |
| 1998-03-01 | 54.1766380965812 |
| 1998-04-01 | 54.4782707282137 |
| 1998-05-01 | 55.2130155993750 |
| 1998-06-01 | 54.7066170650654 |
| 1998-07-01 | 53.8413182051830 |
| 1998-08-01 | 53.9273167891832 |
| 1998-09-01 | 52.9442108799828 |
| 1998-10-01 | 53.1892594852093 |
| 1998-11-01 | 53.5755688934398 |
| 1998-12-01 | 54.1050382077191 |
| 1999-01-01 | 55.8223392493852 |
| 1999-02-01 | 56.1754324421986 |
| 1999-03-01 | 56.5086297397052 |
| 1999-04-01 | 57.3479258080973 |
| 1999-05-01 | 57.6081741230771 |
| 1999-06-01 | 56.8692495635799 |
| 1999-07-01 | 57.9619588835315 |
| 1999-08-01 | 58.0753295620194 |
| 1999-09-01 | 57.5668021909604 |
| 1999-10-01 | 59.3841063691626 |
| 1999-11-01 | 59.9895096486286 |
| 1999-12-01 | 60.9108492712959 |
| 2000-01-01 | 58.0350473017659 |
| 2000-02-01 | 56.9385967141435 |
| 2000-03-01 | 58.0237017011054 |
| 2000-04-01 | 57.7183420644512 |
| 2000-05-01 | 57.3144327704656 |
| 2000-06-01 | 58.4680262675762 |
| 2000-07-01 | 57.8913397244948 |
| 2000-08-01 | 57.6547693792476 |
| 2000-09-01 | 56.8612524707436 |
| 2000-10-01 | 56.2716556054375 |
| 2000-11-01 | 55.4481353196757 |
| 2000-12-01 | 54.5321067241304 |
| 2001-01-01 | 55.3223986011514 |
| 2001-02-01 | 52.8820283871349 |
| 2001-03-01 | 52.5071824944798 |
| 2001-04-01 | 51.5066944454218 |
| 2001-05-01 | 50.4459215181514 |
| 2001-06-01 | 49.5020487864985 |
| 2001-07-01 | 48.6374158667545 |
| 2001-08-01 | 47.6785147150199 |
| 2001-09-01 | 47.5352334317178 |
| 2001-10-01 | 45.9268182457057 |
| 2001-11-01 | 45.4983739332609 |
| 2001-12-01 | 45.2267491748001 |
| 2002-01-01 | 44.0870771921522 |
| 2002-02-01 | 43.7609985056752 |
| 2002-03-01 | 43.2771954538388 |
| 2002-04-01 | 43.1704128558647 |
| 2002-05-01 | 43.8153642137431 |
| 2002-06-01 | 44.6725045163344 |
| 2002-07-01 | 45.7907182000231 |
| 2002-08-01 | 46.6916826402719 |
| 2002-09-01 | 46.5281307485162 |
| 2002-10-01 | 46.1226251934075 |
| 2002-11-01 | 45.7889799378618 |
| 2002-12-01 | 45.7232759340509 |
| 2003-01-01 | 45.3241091652357 |
| 2003-02-01 | 45.5495033624491 |
| 2003-03-01 | 45.2057877282376 |
| 2003-04-01 | 44.2259348738261 |
| 2003-05-01 | 44.5616966267763 |
| 2003-06-01 | 44.2487567687290 |
| 2003-07-01 | 43.8441732009471 |
| 2003-08-01 | 44.3768494603446 |
| 2003-09-01 | 44.7242224998388 |
| 2003-10-01 | 45.1673741124599 |
| 2003-11-01 | 45.2587321845772 |
| 2003-12-01 | 46.0349164901849 |
| 2004-01-01 | 46.9494320915809 |
| 2004-02-01 | 46.9043270380165 |
| 2004-03-01 | 47.3457483768798 |
| 2004-04-01 | 48.7187896278737 |
| 2004-05-01 | 49.3096944946366 |
| 2004-06-01 | 49.2713771539550 |
| 2004-07-01 | 49.3556864912021 |
| 2004-08-01 | 49.1782032705258 |
| 2004-09-01 | 48.1740808607438 |
| 2004-10-01 | 48.4036555844406 |
| 2004-11-01 | 48.7879309099843 |
| 2004-12-01 | 48.7810727643516 |
| 2005-01-01 | 49.3547769581710 |
| 2005-02-01 | 49.6503911992768 |
| 2005-03-01 | 50.5952764321305 |
| 2005-04-01 | 51.0839630666615 |
| 2005-05-01 | 51.6817492624995 |
| 2005-06-01 | 50.8793744089125 |
| 2005-07-01 | 50.3007507871150 |
| 2005-08-01 | 51.0421918081170 |
| 2005-09-01 | 51.7922020211735 |
| 2005-10-01 | 53.1414423906399 |
| 2005-11-01 | 53.7644456324068 |
| 2005-12-01 | 54.0695828306767 |
| 2006-01-01 | 56.7838013761207 |
| 2006-02-01 | 56.2425107946386 |
| 2006-03-01 | 55.4476639689529 |
| 2006-04-01 | 55.6604959573986 |
| 2006-05-01 | 55.5965878491109 |
| 2006-06-01 | 56.2635259731097 |
| 2006-07-01 | 57.7663570519245 |
| 2006-08-01 | 57.2406603176108 |
| 2006-09-01 | 58.4792348872719 |
| 2006-10-01 | 58.4667630372587 |
| 2006-11-01 | 58.8286515287657 |
| 2006-12-01 | 58.3885335271011 |
| 2007-01-01 | 57.2914091097254 |
| 2007-02-01 | 57.1336474238234 |
| 2007-03-01 | 58.0098477486308 |
| 2007-04-01 | 58.4335919208116 |
| 2007-05-01 | 57.8510907393945 |
| 2007-06-01 | 57.7494372174214 |
| 2007-07-01 | 56.0050926796962 |
| 2007-08-01 | 57.0996081520973 |
| 2007-09-01 | 57.1226153684991 |
| 2007-10-01 | 53.5275247613589 |
| 2007-11-01 | 54.0070185451462 |
| 2007-12-01 | 54.4370397386983 |
| 2008-01-01 | 54.5942573660562 |
| 2008-02-01 | 54.4382868879397 |
| 2008-03-01 | 54.3998578820227 |
| 2008-04-01 | 52.6928123059756 |
| 2008-05-01 | 52.9609027979974 |
| 2008-06-01 | 52.7104261922283 |
| 2008-07-01 | 52.1655265140849 |
| 2008-08-01 | 51.3901352163427 |
| 2008-09-01 | 51.0029660571521 |
| 2008-10-01 | 49.6257640039863 |
| 2008-11-01 | 48.1848092548443 |
| 2008-12-01 | 46.6621253169261 |
| 2009-01-01 | 44.8193431154025 |
| 2009-02-01 | 43.6028052388845 |
| 2009-03-01 | 41.9598211362703 |
| 2009-04-01 | 40.7058097497720 |
| 2009-05-01 | 40.7408603754936 |
| 2009-06-01 | 40.4879757669920 |
| 2009-07-01 | 40.1722440799557 |
| 2009-08-01 | 40.8116128889574 |
| 2009-09-01 | 39.6970110678726 |
| 2009-10-01 | 42.7889685037036 |
| 2009-11-01 | 44.3071675927734 |
| 2009-12-01 | 45.3793257872345 |
| 2010-01-01 | 45.6529407969282 |
| 2010-02-01 | 46.0760566332765 |
| 2010-03-01 | 47.1039334969154 |
| 2010-04-01 | 49.1877175136643 |
| 2010-05-01 | 50.2053481668438 |
| 2010-06-01 | 50.6252386216279 |
| 2010-07-01 | 51.3881118214538 |
| 2010-08-01 | 52.6781948240453 |
| 2010-09-01 | 51.5243093160132 |
| 2010-10-01 | 51.3566841937448 |
| 2010-11-01 | 52.9516325426175 |
| 2010-12-01 | 52.7695204816917 |
| 2011-01-01 | 55.0117423560774 |
| 2011-02-01 | 55.2981160165791 |
| 2011-03-01 | 55.3492894517508 |
| 2011-04-01 | 56.5827287509600 |
| 2011-05-01 | 56.4984131526129 |
| 2011-06-01 | 56.7686173392963 |
| 2011-07-01 | 57.6056561242978 |
| 2011-08-01 | 58.0324274107966 |
| 2011-09-01 | 58.3572674007711 |
| 2011-10-01 | 58.5203788893904 |
| 2011-11-01 | 58.4494571390623 |
| 2011-12-01 | 58.2915973458207 |
| 2012-01-01 | 58.9082253331026 |
| 2012-02-01 | 59.1060699821320 |
| 2012-03-01 | 59.7497330279336 |
| 2012-04-01 | 59.9186123941097 |
| 2012-05-01 | 59.7879366583392 |
| 2012-06-01 | 59.9115203196171 |
| 2012-07-01 | 60.7189145492966 |
| 2012-08-01 | 60.5256249096257 |
| 2012-09-01 | 60.8080135378572 |
| 2012-10-01 | 60.2645305015048 |
| 2012-11-01 | 60.1692460907321 |
| 2012-12-01 | 60.4376147005365 |
| 2013-01-01 | 60.9917309664413 |
| 2013-02-01 | 61.9160524809366 |
| 2013-03-01 | 62.0510091470603 |
| 2013-04-01 | 61.2817984491174 |
| 2013-05-01 | 60.8727647954988 |
| 2013-06-01 | 62.3944286920821 |
| 2013-07-01 | 61.1257105432842 |
| 2013-08-01 | 63.3322421781875 |
| 2013-09-01 | 61.7632496307655 |
| 2013-10-01 | 62.8283597626114 |
| 2013-11-01 | 61.3242482667136 |
| 2013-12-01 | 61.8551247582995 |
| 2014-01-01 | 61.0012966999869 |
| 2014-02-01 | 60.8620706269157 |
| 2014-03-01 | 61.3038032667956 |
| 2014-04-01 | 60.9151414924263 |
| 2014-05-01 | 61.3194518016040 |
| 2014-06-01 | 61.6984448325246 |
| 2014-07-01 | 61.6129940612391 |
| 2014-08-01 | 63.8202847497937 |
| 2014-09-01 | 61.4570135735371 |
| 2014-10-01 | 61.8822271800162 |
| 2014-11-01 | 63.5995151316849 |
| 2014-12-01 | 62.0841335713422 |
| 2015-01-01 | 60.9711638639323 |
| 2015-02-01 | 60.7963259115233 |
| 2015-03-01 | 60.8999460752743 |
| 2015-04-01 | 60.8186792591213 |
| 2015-05-01 | 61.8901142510269 |
| 2015-06-01 | 61.7883345986054 |
| 2015-07-01 | 61.9961494683209 |
| 2015-08-01 | 62.2787104686002 |
| 2015-09-01 | 59.3434982911960 |
| 2015-10-01 | 62.7189400702646 |
| 2015-11-01 | 63.1073838498470 |
| 2015-12-01 | 61.8963840105744 |
| 2016-01-01 | 61.4782679906488 |
| 2016-02-01 | 61.2327696636489 |
| 2016-03-01 | 60.2620857808968 |
| 2016-04-01 | 60.6528065197293 |
| 2016-05-01 | 59.9829495603662 |
| 2016-06-01 | 60.2190276625273 |
| 2016-07-01 | 60.7636391455897 |
| 2016-08-01 | 59.8755847601613 |
| 2016-09-01 | 61.5562155767142 |
| 2016-10-01 | 61.7156777664102 |
| 2016-11-01 | 59.9702251420918 |
| 2016-12-01 | 60.2389211724137 |
| 2017-01-01 | 59.8544698589241 |
| 2017-02-01 | 59.5894523700048 |
| 2017-03-01 | 59.3478204081008 |
| 2017-04-01 | 59.5280671068031 |
| 2017-05-01 | 58.6653438872788 |
| 2017-06-01 | 58.8986589821503 |
| 2017-07-01 | 58.8382756571847 |
| 2017-08-01 | 58.8583485061677 |
| 2017-09-01 | 59.0781109124714 |
| 2017-10-01 | 58.4527979850506 |
| 2017-11-01 | 59.6517468655430 |
| 2017-12-01 | 59.3698814571382 |
| 2018-01-01 | 59.8983238671061 |
| 2018-02-01 | 59.8696231184951 |
| 2018-03-01 | 59.9976049973296 |
| 2018-04-01 | 60.4278899387295 |
| 2018-05-01 | 60.6656040052112 |
| 2018-06-01 | 59.9950347970028 |
| 2018-07-01 | 60.1838948283441 |
| 2018-08-01 | 60.1139018325504 |
| 2018-09-01 | 59.9636027508346 |
| 2018-10-01 | 60.5911946742481 |
| 2018-11-01 | 60.6537748163962 |
| 2018-12-01 | 61.0352647068695 |
| 2019-01-01 | 61.9721752539813 |
| 2019-02-01 | 61.0620817410261 |
| 2019-03-01 | 61.0967879167283 |
| 2019-04-01 | 60.5090587807802 |
| 2019-05-01 | 60.9781381910639 |
| 2019-06-01 | 60.5618464235034 |
| 2019-07-01 | 59.6571695870352 |
| 2019-08-01 | 59.6302574809622 |
| 2019-09-01 | 58.5259651361716 |
| 2019-10-01 | 59.6787954050249 |
| 2019-11-01 | 60.1769740966968 |
| 2019-12-01 | 58.8612537926505 |
| 2020-01-01 | 58.6295292267495 |
| 2020-02-01 | 59.2905122389866 |
| 2020-03-01 | 57.7548215002280 |
| 2020-04-01 | 43.1992023715017 |
| 2020-05-01 | 41.2988584874884 |
| 2020-06-01 | 44.5222592849826 |
| 2020-07-01 | 46.2697560467745 |
| 2020-08-01 | 48.3325506835189 |
| 2020-09-01 | 46.1264182727563 |
| 2020-10-01 | 50.6947692497142 |
| 2020-11-01 | 53.1794883484425 |
| 2020-12-01 | 53.4522442360340 |
| 2021-01-01 | 54.7770998055854 |
| 2021-02-01 | 55.7063505334520 |
| 2021-03-01 | 56.4701265563134 |
| 2021-04-01 | 56.5630487860671 |
| 2021-05-01 | 56.9096506368048 |
| 2021-06-01 | 57.4443645030550 |
| 2021-07-01 | 57.1757030106323 |
| 2021-08-01 | 57.2299306887019 |
| 2021-09-01 | 54.4871103379100 |
| 2021-10-01 | 58.2963298632080 |
| 2021-11-01 | 58.4758854687046 |
| 2021-12-01 | 59.8962961653335 |
| 2022-01-01 | 59.7646334468195 |
| 2022-02-01 | 61.4026499061994 |
| 2022-03-01 | 60.5627035441501 |
| 2022-04-01 | 61.2226157123607 |
| 2022-05-01 | 60.9122289532915 |
| 2022-06-01 | 60.8722358419081 |
| 2022-07-01 | 61.3296736301260 |
| 2022-08-01 | 60.6462917036752 |
| 2022-09-01 | 62.0483268293301 |
| 2022-10-01 | 60.2099887109300 |
| 2022-11-01 | 59.5589957206760 |
| 2022-12-01 | 58.9795910064991 |
| 2023-01-01 | 59.7855070020479 |
| 2023-02-01 | 59.2403537415923 |
| 2023-03-01 | 58.7789339283663 |
| 2023-04-01 | 58.0196985335679 |
| 2023-05-01 | 56.6890082075143 |
| 2023-06-01 | 56.0815119249415 |
| 2023-07-01 | 55.2981101052602 |
| 2023-08-01 | 54.1170899965077 |
| 2023-09-01 | 53.5820426437139 |
| 2023-10-01 | 53.3212904597465 |
| 2023-11-01 | 52.1565498341925 |
| 2023-12-01 | 51.5293056307035 |
| 2024-01-01 | 51.3076614244177 |
| 2024-02-01 | 50.4540342867596 |
| 2024-03-01 | 50.3765171695392 |
| 2024-04-01 | 49.1918639934446 |
| 2024-05-01 | 49.4248405645405 |
| 2024-06-01 | 49.5144692986395 |
| 2024-07-01 | 46.7582649942118 |
| 2024-08-01 | 47.2413928059176 |
| 2024-09-01 | 46.4880623215545 |
| 2024-10-01 | 46.7900399615368 |
| 2024-11-01 | 47.0914432276245 |
| 2024-12-01 | 46.6656643237981 |
| 2025-01-01 | 46.4555653825516 |
| 2025-02-01 | 46.8460804038612 |
| 2025-03-01 | 45.9285868032873 |
| 2025-04-01 | 46.2558033817500 |
| 2025-05-01 | 45.7036314934360 |
| 2025-06-01 | 43.9694178579255 |
| 2025-07-01 | 44.6154650900931 |
| 2025-08-01 | 45.6956509911037 |
| 2025-09-01 | 44.6339462411634 |
| 2025-10-01 | 43.1543343312963 |
| 2025-11-01 | 42.9083870915076 |
| 2025-12-01 | 43.0466837386408 |
| 2026-01-01 | 42.7988347246261 |
| 2026-02-01 | 42.9125949947350 |
| 2026-03-01 | 43.6969111052313 |
| 2026-04-01 | 44.4458322809843 |
| 2026-05-01 | 44.2592458528209 |
| 2026-06-01 | 47.4334623278986 |