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 2026-08-01 |
| 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 | 29.5168635669 |
| 1990-02-01 | 29.7421272419 |
| 1990-03-01 | 29.2199421359 |
| 1990-04-01 | 28.4908127160 |
| 1990-05-01 | 28.3972679012 |
| 1990-06-01 | 27.9614234913 |
| 1990-07-01 | 27.9355838085 |
| 1990-08-01 | 27.8188115767 |
| 1990-09-01 | 27.8322986558 |
| 1990-10-01 | 27.2788044364 |
| 1990-11-01 | 27.3230542000 |
| 1990-12-01 | 26.6663948494 |
| 1991-01-01 | 26.4428711384 |
| 1991-02-01 | 26.0766558972 |
| 1991-03-01 | 25.8829820639 |
| 1991-04-01 | 25.8275233481 |
| 1991-05-01 | 25.7470400317 |
| 1991-06-01 | 26.1872987604 |
| 1991-07-01 | 26.6038608980 |
| 1991-08-01 | 27.2079548327 |
| 1991-09-01 | 27.7551162602 |
| 1991-10-01 | 28.3261655938 |
| 1991-11-01 | 28.7734447891 |
| 1991-12-01 | 28.5412859040 |
| 1992-01-01 | 30.4541404519 |
| 1992-02-01 | 30.8574374224 |
| 1992-03-01 | 31.5546425578 |
| 1992-04-01 | 32.8460617724 |
| 1992-05-01 | 33.1615851869 |
| 1992-06-01 | 33.6583341752 |
| 1992-07-01 | 34.7590130643 |
| 1992-08-01 | 35.0811534539 |
| 1992-09-01 | 35.1301610442 |
| 1992-10-01 | 35.6951573876 |
| 1992-11-01 | 35.3789252777 |
| 1992-12-01 | 36.4761960567 |
| 1993-01-01 | 35.9791604443 |
| 1993-02-01 | 36.1255833578 |
| 1993-03-01 | 35.3733745001 |
| 1993-04-01 | 36.3615878922 |
| 1993-05-01 | 37.1234390368 |
| 1993-06-01 | 37.3783968383 |
| 1993-07-01 | 37.3969079250 |
| 1993-08-01 | 37.8868097629 |
| 1993-09-01 | 38.6608212126 |
| 1993-10-01 | 39.5360330338 |
| 1993-11-01 | 40.4331367781 |
| 1993-12-01 | 42.1267893604 |
| 1994-01-01 | 41.4399981790 |
| 1994-02-01 | 42.0941185104 |
| 1994-03-01 | 42.7468220692 |
| 1994-04-01 | 43.3812209885 |
| 1994-05-01 | 43.8311509480 |
| 1994-06-01 | 44.0758246523 |
| 1994-07-01 | 43.8524524663 |
| 1994-08-01 | 44.1561581857 |
| 1994-09-01 | 44.5882873246 |
| 1994-10-01 | 44.6758635114 |
| 1994-11-01 | 45.5989216115 |
| 1994-12-01 | 45.8977711864 |
| 1995-01-01 | 46.0644927282 |
| 1995-02-01 | 46.1361418847 |
| 1995-03-01 | 46.4937809596 |
| 1995-04-01 | 46.3847682297 |
| 1995-05-01 | 46.5288813859 |
| 1995-06-01 | 46.0864375433 |
| 1995-07-01 | 47.4046251087 |
| 1995-08-01 | 47.9128039436 |
| 1995-09-01 | 47.9359923131 |
| 1995-10-01 | 48.1304177323 |
| 1995-11-01 | 47.0576962133 |
| 1995-12-01 | 47.8776551573 |
| 1996-01-01 | 48.2676608889 |
| 1996-02-01 | 48.8837468491 |
| 1996-03-01 | 49.1579296847 |
| 1996-04-01 | 49.2366881396 |
| 1996-05-01 | 48.9021735203 |
| 1996-06-01 | 49.2370407551 |
| 1996-07-01 | 49.4000532096 |
| 1996-08-01 | 48.8854090207 |
| 1996-09-01 | 49.6868387844 |
| 1996-10-01 | 49.6726265270 |
| 1996-11-01 | 50.1122952566 |
| 1996-12-01 | 50.5240068051 |
| 1997-01-01 | 50.8858996591 |
| 1997-02-01 | 51.4718613504 |
| 1997-03-01 | 51.5344548129 |
| 1997-04-01 | 51.5290739387 |
| 1997-05-01 | 52.2722258115 |
| 1997-06-01 | 52.5070366196 |
| 1997-07-01 | 53.1059388735 |
| 1997-08-01 | 53.5757904934 |
| 1997-09-01 | 53.8101100180 |
| 1997-10-01 | 52.3454286253 |
| 1997-11-01 | 53.6949554699 |
| 1997-12-01 | 54.2210062790 |
| 1998-01-01 | 54.0016018817 |
| 1998-02-01 | 53.8558725425 |
| 1998-03-01 | 54.1530307232 |
| 1998-04-01 | 54.4196427688 |
| 1998-05-01 | 55.1410541548 |
| 1998-06-01 | 54.6879533003 |
| 1998-07-01 | 53.8968419746 |
| 1998-08-01 | 53.9316713102 |
| 1998-09-01 | 53.0647730745 |
| 1998-10-01 | 53.2432846471 |
| 1998-11-01 | 53.6068127361 |
| 1998-12-01 | 54.1427440195 |
| 1999-01-01 | 55.6787132331 |
| 1999-02-01 | 56.1370890527 |
| 1999-03-01 | 56.5114844171 |
| 1999-04-01 | 57.2958578441 |
| 1999-05-01 | 57.5807834680 |
| 1999-06-01 | 56.9529423250 |
| 1999-07-01 | 58.0046785263 |
| 1999-08-01 | 58.0853594425 |
| 1999-09-01 | 57.6326061683 |
| 1999-10-01 | 59.3541099836 |
| 1999-11-01 | 59.8583243715 |
| 1999-12-01 | 60.8839125525 |
| 2000-01-01 | 58.0019271216 |
| 2000-02-01 | 56.9834407871 |
| 2000-03-01 | 58.0689364058 |
| 2000-04-01 | 57.7489916922 |
| 2000-05-01 | 57.4869753874 |
| 2000-06-01 | 58.4414294185 |
| 2000-07-01 | 57.8513109777 |
| 2000-08-01 | 57.6148006000 |
| 2000-09-01 | 56.8202198076 |
| 2000-10-01 | 56.2112956887 |
| 2000-11-01 | 55.3177979223 |
| 2000-12-01 | 54.5030733079 |
| 2001-01-01 | 55.3399660565 |
| 2001-02-01 | 52.9534966003 |
| 2001-03-01 | 52.5470428698 |
| 2001-04-01 | 51.6473314234 |
| 2001-05-01 | 50.6116653327 |
| 2001-06-01 | 49.5171264967 |
| 2001-07-01 | 48.5655910032 |
| 2001-08-01 | 47.6214043720 |
| 2001-09-01 | 47.3594001680 |
| 2001-10-01 | 45.8542501553 |
| 2001-11-01 | 45.4441326037 |
| 2001-12-01 | 45.1292541804 |
| 2002-01-01 | 44.1774336285 |
| 2002-02-01 | 43.8301969233 |
| 2002-03-01 | 43.3853621417 |
| 2002-04-01 | 43.3431134654 |
| 2002-05-01 | 43.9270690081 |
| 2002-06-01 | 44.6327561548 |
| 2002-07-01 | 45.6661016433 |
| 2002-08-01 | 46.5944537049 |
| 2002-09-01 | 46.3618142723 |
| 2002-10-01 | 46.1080265607 |
| 2002-11-01 | 45.8662972047 |
| 2002-12-01 | 45.7238578923 |
| 2003-01-01 | 45.3761651195 |
| 2003-02-01 | 45.5984826465 |
| 2003-03-01 | 45.2339735773 |
| 2003-04-01 | 44.2904545121 |
| 2003-05-01 | 44.4530376263 |
| 2003-06-01 | 44.2267115566 |
| 2003-07-01 | 43.8781075134 |
| 2003-08-01 | 44.3255931132 |
| 2003-09-01 | 44.7003206751 |
| 2003-10-01 | 45.1741493562 |
| 2003-11-01 | 45.3725965524 |
| 2003-12-01 | 46.0967884573 |
| 2004-01-01 | 46.8938163347 |
| 2004-02-01 | 46.8886001211 |
| 2004-03-01 | 47.3816277940 |
| 2004-04-01 | 48.6418458578 |
| 2004-05-01 | 49.1595565380 |
| 2004-06-01 | 49.2541598320 |
| 2004-07-01 | 49.3927343535 |
| 2004-08-01 | 49.2221595901 |
| 2004-09-01 | 48.2708895592 |
| 2004-10-01 | 48.4469741622 |
| 2004-11-01 | 48.8093191407 |
| 2004-12-01 | 48.8885954867 |
| 2005-01-01 | 49.3136495931 |
| 2005-02-01 | 49.6206051813 |
| 2005-03-01 | 50.5332128781 |
| 2005-04-01 | 50.9024836692 |
| 2005-05-01 | 51.5599303151 |
| 2005-06-01 | 50.8903100255 |
| 2005-07-01 | 50.4150953964 |
| 2005-08-01 | 51.1476149316 |
| 2005-09-01 | 51.9182988640 |
| 2005-10-01 | 53.1393579053 |
| 2005-11-01 | 53.7337262111 |
| 2005-12-01 | 54.1269459431 |
| 2006-01-01 | 56.7527989654 |
| 2006-02-01 | 56.1691510183 |
| 2006-03-01 | 55.4105111186 |
| 2006-04-01 | 55.5365818763 |
| 2006-05-01 | 55.6556403552 |
| 2006-06-01 | 56.3285762921 |
| 2006-07-01 | 57.7156453728 |
| 2006-08-01 | 57.3389198142 |
| 2006-09-01 | 58.4661856535 |
| 2006-10-01 | 58.4522788048 |
| 2006-11-01 | 58.7699087597 |
| 2006-12-01 | 58.3730989695 |
| 2007-01-01 | 57.3769205553 |
| 2007-02-01 | 57.1518758314 |
| 2007-03-01 | 57.9218224091 |
| 2007-04-01 | 58.4340487867 |
| 2007-05-01 | 57.9518876360 |
| 2007-06-01 | 57.7573714776 |
| 2007-07-01 | 56.0364081444 |
| 2007-08-01 | 57.0674720975 |
| 2007-09-01 | 57.0535016883 |
| 2007-10-01 | 53.4736747780 |
| 2007-11-01 | 54.0161627605 |
| 2007-12-01 | 54.3465528968 |
| 2008-01-01 | 54.6461267541 |
| 2008-02-01 | 54.4806828454 |
| 2008-03-01 | 54.3741388042 |
| 2008-04-01 | 52.8484587136 |
| 2008-05-01 | 53.0220313234 |
| 2008-06-01 | 52.6901450104 |
| 2008-07-01 | 52.1604512805 |
| 2008-08-01 | 51.3612684777 |
| 2008-09-01 | 50.9145450179 |
| 2008-10-01 | 49.5805981233 |
| 2008-11-01 | 48.1377427592 |
| 2008-12-01 | 46.5567326903 |
| 2009-01-01 | 44.8596171425 |
| 2009-02-01 | 43.6684256281 |
| 2009-03-01 | 42.0559296174 |
| 2009-04-01 | 40.8232616059 |
| 2009-05-01 | 40.6914791687 |
| 2009-06-01 | 40.4392462320 |
| 2009-07-01 | 40.2340274000 |
| 2009-08-01 | 40.7687328086 |
| 2009-09-01 | 39.7221632544 |
| 2009-10-01 | 42.7541771810 |
| 2009-11-01 | 44.2432588364 |
| 2009-12-01 | 45.3094982213 |
| 2010-01-01 | 45.6062194280 |
| 2010-02-01 | 46.1544283420 |
| 2010-03-01 | 47.2868073066 |
| 2010-04-01 | 49.1446735349 |
| 2010-05-01 | 50.1337179552 |
| 2010-06-01 | 50.6643931808 |
| 2010-07-01 | 51.2915741081 |
| 2010-08-01 | 52.6658705196 |
| 2010-09-01 | 51.5812598077 |
| 2010-10-01 | 51.3763677217 |
| 2010-11-01 | 52.9312534655 |
| 2010-12-01 | 52.8782639390 |
| 2011-01-01 | 54.9220183606 |
| 2011-02-01 | 55.3064986794 |
| 2011-03-01 | 55.4673197425 |
| 2011-04-01 | 56.4267907325 |
| 2011-05-01 | 56.4794043018 |
| 2011-06-01 | 56.8215792525 |
| 2011-07-01 | 57.5206769768 |
| 2011-08-01 | 57.9699000598 |
| 2011-09-01 | 58.3690078849 |
| 2011-10-01 | 58.5675464594 |
| 2011-11-01 | 58.5442646911 |
| 2011-12-01 | 58.4605645397 |
| 2012-01-01 | 58.8727282913 |
| 2012-02-01 | 59.0849231791 |
| 2012-03-01 | 59.6708741115 |
| 2012-04-01 | 59.8172424837 |
| 2012-05-01 | 59.8477422899 |
| 2012-06-01 | 59.9210248623 |
| 2012-07-01 | 60.6366222685 |
| 2012-08-01 | 60.4712978951 |
| 2012-09-01 | 60.7439981109 |
| 2012-10-01 | 60.2980336204 |
| 2012-11-01 | 60.3239083687 |
| 2012-12-01 | 60.5290042778 |
| 2013-01-01 | 61.0609296432 |
| 2013-02-01 | 61.8527894043 |
| 2013-03-01 | 61.8906587288 |
| 2013-04-01 | 61.3697974923 |
| 2013-05-01 | 60.9338318483 |
| 2013-06-01 | 62.2960558856 |
| 2013-07-01 | 61.2049025842 |
| 2013-08-01 | 63.2513046121 |
| 2013-09-01 | 61.6995107218 |
| 2013-10-01 | 62.7732093581 |
| 2013-11-01 | 61.3745408605 |
| 2013-12-01 | 61.7538820249 |
| 2014-01-01 | 61.1576010392 |
| 2014-02-01 | 60.9350861132 |
| 2014-03-01 | 61.2343892329 |
| 2014-04-01 | 61.0800673022 |
| 2014-05-01 | 61.3371807960 |
| 2014-06-01 | 61.6212342369 |
| 2014-07-01 | 61.6300283673 |
| 2014-08-01 | 63.7588396443 |
| 2014-09-01 | 61.4536530444 |
| 2014-10-01 | 61.7403205287 |
| 2014-11-01 | 63.5642877865 |
| 2014-12-01 | 61.9188438896 |
| 2015-01-01 | 61.1221470131 |
| 2015-02-01 | 60.8943576294 |
| 2015-03-01 | 60.9776643182 |
| 2015-04-01 | 60.9653667730 |
| 2015-05-01 | 61.9021203192 |
| 2015-06-01 | 61.7474425340 |
| 2015-07-01 | 61.9704764074 |
| 2015-08-01 | 62.2456667330 |
| 2015-09-01 | 59.3140580418 |
| 2015-10-01 | 62.6128145728 |
| 2015-11-01 | 62.9813568512 |
| 2015-12-01 | 61.8325044131 |
| 2016-01-01 | 61.5602581796 |
| 2016-02-01 | 61.3236004211 |
| 2016-03-01 | 60.4176718214 |
| 2016-04-01 | 60.6269037666 |
| 2016-05-01 | 60.0496987769 |
| 2016-06-01 | 60.2496017533 |
| 2016-07-01 | 60.6160655259 |
| 2016-08-01 | 59.8917295411 |
| 2016-09-01 | 61.5280616617 |
| 2016-10-01 | 61.7249343769 |
| 2016-11-01 | 59.9078424865 |
| 2016-12-01 | 60.2251952170 |
| 2017-01-01 | 59.8836791511 |
| 2017-02-01 | 59.6127751448 |
| 2017-03-01 | 59.4226441328 |
| 2017-04-01 | 59.4355580268 |
| 2017-05-01 | 58.6980006044 |
| 2017-06-01 | 58.8953040433 |
| 2017-07-01 | 58.7998038480 |
| 2017-08-01 | 58.9102382744 |
| 2017-09-01 | 59.0656458659 |
| 2017-10-01 | 58.5437577066 |
| 2017-11-01 | 59.6006714722 |
| 2017-12-01 | 59.3687280972 |
| 2018-01-01 | 59.8495973008 |
| 2018-02-01 | 59.8646680910 |
| 2018-03-01 | 60.0305901303 |
| 2018-04-01 | 60.3578522002 |
| 2018-05-01 | 60.6102747371 |
| 2018-06-01 | 60.0629837312 |
| 2018-07-01 | 60.2136715817 |
| 2018-08-01 | 60.1482089176 |
| 2018-09-01 | 60.0350184929 |
| 2018-10-01 | 60.6247491018 |
| 2018-11-01 | 60.5954600986 |
| 2018-12-01 | 60.9968982988 |
| 2019-01-01 | 61.9026365097 |
| 2019-02-01 | 61.0226800723 |
| 2019-03-01 | 61.0633344733 |
| 2019-04-01 | 60.5950580830 |
| 2019-05-01 | 60.8964246768 |
| 2019-06-01 | 60.5990752141 |
| 2019-07-01 | 59.8095554023 |
| 2019-08-01 | 59.6511551711 |
| 2019-09-01 | 58.5879866932 |
| 2019-10-01 | 59.6615014293 |
| 2019-11-01 | 60.0757772823 |
| 2019-12-01 | 58.7845350059 |
| 2020-01-01 | 58.5465308978 |
| 2020-02-01 | 59.2364619965 |
| 2020-03-01 | 57.7705212143 |
| 2020-04-01 | 43.2935110574 |
| 2020-05-01 | 41.2945102038 |
| 2020-06-01 | 44.6179126899 |
| 2020-07-01 | 46.3583026325 |
| 2020-08-01 | 48.3027492404 |
| 2020-09-01 | 46.1652557590 |
| 2020-10-01 | 50.7188043861 |
| 2020-11-01 | 53.0936385329 |
| 2020-12-01 | 53.4059775278 |
| 2021-01-01 | 54.7211413631 |
| 2021-02-01 | 55.6138283429 |
| 2021-03-01 | 56.4344324767 |
| 2021-04-01 | 56.5831283939 |
| 2021-05-01 | 57.0068212085 |
| 2021-06-01 | 57.4526513566 |
| 2021-07-01 | 57.1966431977 |
| 2021-08-01 | 57.3112958573 |
| 2021-09-01 | 54.4767168332 |
| 2021-10-01 | 58.3297752277 |
| 2021-11-01 | 58.5561092342 |
| 2021-12-01 | 59.8670347449 |
| 2022-01-01 | 59.6858651778 |
| 2022-02-01 | 61.3253414710 |
| 2022-03-01 | 60.4844293679 |
| 2022-04-01 | 61.1367841319 |
| 2022-05-01 | 60.9818346259 |
| 2022-06-01 | 60.9187209773 |
| 2022-07-01 | 61.2379831150 |
| 2022-08-01 | 60.7747655571 |
| 2022-09-01 | 62.1115320095 |
| 2022-10-01 | 60.2232065896 |
| 2022-11-01 | 59.6752808824 |
| 2022-12-01 | 59.1096759844 |
| 2023-01-01 | 59.6700315412 |
| 2023-02-01 | 59.1193163364 |
| 2023-03-01 | 58.6438453432 |
| 2023-04-01 | 57.9225253744 |
| 2023-05-01 | 56.6816019893 |
| 2023-06-01 | 56.1292840935 |
| 2023-07-01 | 55.2413238582 |
| 2023-08-01 | 54.2752779827 |
| 2023-09-01 | 53.6487759327 |
| 2023-10-01 | 53.2859826822 |
| 2023-11-01 | 52.2732647684 |
| 2023-12-01 | 51.6319433270 |
| 2024-01-01 | 51.2260184067 |
| 2024-02-01 | 50.3957936194 |
| 2024-03-01 | 50.2976613987 |
| 2024-04-01 | 49.1582541045 |
| 2024-05-01 | 49.2979802978 |
| 2024-06-01 | 49.6905616331 |
| 2024-07-01 | 46.6720922125 |
| 2024-08-01 | 47.2204389111 |
| 2024-09-01 | 46.5227400750 |
| 2024-10-01 | 46.8125339448 |
| 2024-11-01 | 47.0769380243 |
| 2024-12-01 | 46.7529720126 |
| 2025-01-01 | 46.4978881770 |
| 2025-02-01 | 46.8221286174 |
| 2025-03-01 | 45.9739438323 |
| 2025-04-01 | 46.2239559423 |
| 2025-05-01 | 45.6332294283 |
| 2025-06-01 | 44.1646819101 |
| 2025-07-01 | 44.4728895982 |
| 2025-08-01 | 45.5363181089 |
| 2025-09-01 | 44.5172998201 |
| 2025-10-01 | 43.2231617966 |
| 2025-11-01 | 42.9198976879 |
| 2025-12-01 | 43.0309167207 |
| 2026-01-01 | 42.9428292130 |
| 2026-02-01 | 43.0202759307 |
| 2026-03-01 | 43.7973697232 |
| 2026-04-01 | 44.4390423716 |
| 2026-05-01 | 44.2954780944 |
| 2026-06-01 | 47.7110749344 |
| 2026-07-01 | 47.5241566424 |
| 2026-08-01 | 48.0135120351 |