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 2025-12-01 |
| Last Updated | 2026-01-28 2:46 AM CST |
| 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 | 29.5170447482780 |
| 1990-02-01 | 29.7418826742557 |
| 1990-03-01 | 29.2198427595406 |
| 1990-04-01 | 28.4907149884864 |
| 1990-05-01 | 28.3975942714570 |
| 1990-06-01 | 27.9619868813341 |
| 1990-07-01 | 27.9362518347632 |
| 1990-08-01 | 27.8194369744380 |
| 1990-09-01 | 27.8323765128174 |
| 1990-10-01 | 27.2790414598711 |
| 1990-11-01 | 27.3231078974458 |
| 1990-12-01 | 26.6638618576834 |
| 1991-01-01 | 26.4431556598386 |
| 1991-02-01 | 26.0767860174873 |
| 1991-03-01 | 25.8826809007828 |
| 1991-04-01 | 25.8275399095240 |
| 1991-05-01 | 25.7474030850888 |
| 1991-06-01 | 26.1878218285316 |
| 1991-07-01 | 26.6043655094671 |
| 1991-08-01 | 27.2082960543101 |
| 1991-09-01 | 27.7551965149138 |
| 1991-10-01 | 28.3266662356515 |
| 1991-11-01 | 28.7741934931902 |
| 1991-12-01 | 28.5376400246334 |
| 1992-01-01 | 30.4550995780932 |
| 1992-02-01 | 30.8581007531710 |
| 1992-03-01 | 31.5539002464088 |
| 1992-04-01 | 32.8457484806508 |
| 1992-05-01 | 33.1615721521646 |
| 1992-06-01 | 33.6584662868396 |
| 1992-07-01 | 34.7592864448454 |
| 1992-08-01 | 35.0818128587027 |
| 1992-09-01 | 35.1315119182335 |
| 1992-10-01 | 35.6941809914780 |
| 1992-11-01 | 35.3815991629694 |
| 1992-12-01 | 36.4724083139472 |
| 1993-01-01 | 35.9810060517216 |
| 1993-02-01 | 36.1262569638054 |
| 1993-03-01 | 35.3716535307932 |
| 1993-04-01 | 36.3605947124312 |
| 1993-05-01 | 37.1223825524138 |
| 1993-06-01 | 37.3755278149029 |
| 1993-07-01 | 37.3981864093859 |
| 1993-08-01 | 37.8893041726705 |
| 1993-09-01 | 38.6633976159201 |
| 1993-10-01 | 39.5311765704146 |
| 1993-11-01 | 40.4468889016097 |
| 1993-12-01 | 42.1200822051945 |
| 1994-01-01 | 41.4395798242011 |
| 1994-02-01 | 42.0925259140527 |
| 1994-03-01 | 42.7438528807024 |
| 1994-04-01 | 43.3801173696529 |
| 1994-05-01 | 43.8308831611348 |
| 1994-06-01 | 44.0695240579060 |
| 1994-07-01 | 43.8497358429797 |
| 1994-08-01 | 44.1767629386469 |
| 1994-09-01 | 44.5844960851226 |
| 1994-10-01 | 44.6627136197632 |
| 1994-11-01 | 45.6223081131324 |
| 1994-12-01 | 45.8904393762515 |
| 1995-01-01 | 46.0600584964294 |
| 1995-02-01 | 46.1312632361649 |
| 1995-03-01 | 46.4903595450530 |
| 1995-04-01 | 46.3839142096896 |
| 1995-05-01 | 46.5299573870719 |
| 1995-06-01 | 46.0771580146163 |
| 1995-07-01 | 47.3962019448597 |
| 1995-08-01 | 47.9481071691937 |
| 1995-09-01 | 47.9241030746978 |
| 1995-10-01 | 48.1274268051210 |
| 1995-11-01 | 47.0929846982449 |
| 1995-12-01 | 47.8702490752080 |
| 1996-01-01 | 48.2571846601210 |
| 1996-02-01 | 48.8672850308606 |
| 1996-03-01 | 49.1424114726573 |
| 1996-04-01 | 49.2224734009072 |
| 1996-05-01 | 48.9200019267965 |
| 1996-06-01 | 49.2172494060231 |
| 1996-07-01 | 49.3906699236981 |
| 1996-08-01 | 48.9636772881334 |
| 1996-09-01 | 49.6083399137374 |
| 1996-10-01 | 49.7292786331433 |
| 1996-11-01 | 50.1689795710481 |
| 1996-12-01 | 50.5310051373411 |
| 1997-01-01 | 50.8664001589200 |
| 1997-02-01 | 51.4326835472096 |
| 1997-03-01 | 51.4909700823953 |
| 1997-04-01 | 51.4854825871329 |
| 1997-05-01 | 52.2933711286351 |
| 1997-06-01 | 52.4501456291758 |
| 1997-07-01 | 53.1154234471331 |
| 1997-08-01 | 53.6775647455836 |
| 1997-09-01 | 53.6735540843790 |
| 1997-10-01 | 52.5170681252813 |
| 1997-11-01 | 53.8695673417091 |
| 1997-12-01 | 54.2324350888473 |
| 1998-01-01 | 53.8632030349167 |
| 1998-02-01 | 53.8538816867738 |
| 1998-03-01 | 54.0286702304643 |
| 1998-04-01 | 54.3224313522286 |
| 1998-05-01 | 55.1407233989260 |
| 1998-06-01 | 54.6068994790190 |
| 1998-07-01 | 53.9376122992509 |
| 1998-08-01 | 54.0751363482615 |
| 1998-09-01 | 52.8910937593928 |
| 1998-10-01 | 53.5214728758175 |
| 1998-11-01 | 53.9108001069695 |
| 1998-12-01 | 54.1660929326226 |
| 1999-01-01 | 55.3936618600016 |
| 1999-02-01 | 56.1792708775952 |
| 1999-03-01 | 56.3159651944280 |
| 1999-04-01 | 57.1595033363111 |
| 1999-05-01 | 57.5198525455026 |
| 1999-06-01 | 56.8692846215706 |
| 1999-07-01 | 58.0719971404221 |
| 1999-08-01 | 58.2256395359301 |
| 1999-09-01 | 57.5369244029549 |
| 1999-10-01 | 59.6664001860127 |
| 1999-11-01 | 60.2556806537399 |
| 1999-12-01 | 60.9009390649572 |
| 2000-01-01 | 57.5774040058756 |
| 2000-02-01 | 57.0869710878238 |
| 2000-03-01 | 57.8256028930342 |
| 2000-04-01 | 57.5973848815029 |
| 2000-05-01 | 57.3850769141892 |
| 2000-06-01 | 58.4096358071777 |
| 2000-07-01 | 57.9211441454990 |
| 2000-08-01 | 57.7620854922907 |
| 2000-09-01 | 56.8062253088181 |
| 2000-10-01 | 56.4574969962584 |
| 2000-11-01 | 55.6161038818427 |
| 2000-12-01 | 54.5279601239960 |
| 2001-01-01 | 54.9966797319195 |
| 2001-02-01 | 53.0004216190580 |
| 2001-03-01 | 52.3622396014973 |
| 2001-04-01 | 51.5320571248158 |
| 2001-05-01 | 50.5195731009621 |
| 2001-06-01 | 49.5107606395737 |
| 2001-07-01 | 48.6168760885154 |
| 2001-08-01 | 47.7455187597403 |
| 2001-09-01 | 47.3842180533659 |
| 2001-10-01 | 46.0015177444790 |
| 2001-11-01 | 45.6071954481639 |
| 2001-12-01 | 45.1411909913172 |
| 2002-01-01 | 43.9781390792502 |
| 2002-02-01 | 43.8373961345862 |
| 2002-03-01 | 43.2820141665455 |
| 2002-04-01 | 43.2815003886130 |
| 2002-05-01 | 43.8799287137890 |
| 2002-06-01 | 44.6375389275390 |
| 2002-07-01 | 45.6808184134563 |
| 2002-08-01 | 46.6844114013294 |
| 2002-09-01 | 46.3841519394509 |
| 2002-10-01 | 46.1572998582115 |
| 2002-11-01 | 45.8970151936295 |
| 2002-12-01 | 45.7265888394694 |
| 2003-01-01 | 45.3300335270136 |
| 2003-02-01 | 45.5766927012744 |
| 2003-03-01 | 45.2120705310334 |
| 2003-04-01 | 44.2741347075079 |
| 2003-05-01 | 44.4820788514274 |
| 2003-06-01 | 44.2350014496009 |
| 2003-07-01 | 43.7924324754368 |
| 2003-08-01 | 44.3847876849463 |
| 2003-09-01 | 44.7303602310384 |
| 2003-10-01 | 45.1741402676980 |
| 2003-11-01 | 45.3568181553878 |
| 2003-12-01 | 46.0650777355932 |
| 2004-01-01 | 46.8718909602119 |
| 2004-02-01 | 46.9515479675238 |
| 2004-03-01 | 47.3634439875591 |
| 2004-04-01 | 48.6347366822190 |
| 2004-05-01 | 49.2444370200616 |
| 2004-06-01 | 49.2932995290842 |
| 2004-07-01 | 49.2271166088287 |
| 2004-08-01 | 49.2817032062112 |
| 2004-09-01 | 48.3404760743760 |
| 2004-10-01 | 48.4176333974440 |
| 2004-11-01 | 48.7518857588252 |
| 2004-12-01 | 48.8136364730560 |
| 2005-01-01 | 49.2667146967141 |
| 2005-02-01 | 49.7400241221596 |
| 2005-03-01 | 50.4852512382179 |
| 2005-04-01 | 50.8821436150233 |
| 2005-05-01 | 51.6999223485168 |
| 2005-06-01 | 50.9961474913886 |
| 2005-07-01 | 50.1809328928119 |
| 2005-08-01 | 51.3387440994349 |
| 2005-09-01 | 52.0004095265477 |
| 2005-10-01 | 53.1083598082668 |
| 2005-11-01 | 53.5756042048440 |
| 2005-12-01 | 53.9830517081217 |
| 2006-01-01 | 56.6548729072228 |
| 2006-02-01 | 56.3280825160370 |
| 2006-03-01 | 55.3460908380531 |
| 2006-04-01 | 55.4731828575058 |
| 2006-05-01 | 55.8022795563211 |
| 2006-06-01 | 56.4874543676706 |
| 2006-07-01 | 57.5831573481539 |
| 2006-08-01 | 57.6414101011385 |
| 2006-09-01 | 58.5427652917828 |
| 2006-10-01 | 58.4137811375039 |
| 2006-11-01 | 58.5118128033971 |
| 2006-12-01 | 58.1766988296533 |
| 2007-01-01 | 57.2521391972578 |
| 2007-02-01 | 57.2333023803245 |
| 2007-03-01 | 57.8861401795200 |
| 2007-04-01 | 58.3470151980988 |
| 2007-05-01 | 58.1006782983445 |
| 2007-06-01 | 57.9548692884941 |
| 2007-07-01 | 56.0031543506940 |
| 2007-08-01 | 57.4647740493831 |
| 2007-09-01 | 57.1078290288345 |
| 2007-10-01 | 53.4345386133062 |
| 2007-11-01 | 53.6803146051084 |
| 2007-12-01 | 54.1254957323154 |
| 2008-01-01 | 54.5157729050772 |
| 2008-02-01 | 54.5058672658364 |
| 2008-03-01 | 54.3894675921336 |
| 2008-04-01 | 52.7467113669657 |
| 2008-05-01 | 53.1549024487060 |
| 2008-06-01 | 52.8653511181893 |
| 2008-07-01 | 52.2443189874863 |
| 2008-08-01 | 51.6709825793369 |
| 2008-09-01 | 50.9539251702852 |
| 2008-10-01 | 49.5377377121508 |
| 2008-11-01 | 47.8831034663121 |
| 2008-12-01 | 46.3405148738207 |
| 2009-01-01 | 44.7594417962611 |
| 2009-02-01 | 43.6411509421117 |
| 2009-03-01 | 42.0858261204047 |
| 2009-04-01 | 40.7712211400335 |
| 2009-05-01 | 40.7906316033238 |
| 2009-06-01 | 40.5618598240543 |
| 2009-07-01 | 40.3154744204242 |
| 2009-08-01 | 40.9837419434657 |
| 2009-09-01 | 39.7414573605294 |
| 2009-10-01 | 42.7210326590233 |
| 2009-11-01 | 44.0994966172362 |
| 2009-12-01 | 45.1218131342389 |
| 2010-01-01 | 45.5463852660318 |
| 2010-02-01 | 46.1449626011208 |
| 2010-03-01 | 47.3114406822464 |
| 2010-04-01 | 49.1289061507169 |
| 2010-05-01 | 50.1903333439733 |
| 2010-06-01 | 50.7226559933283 |
| 2010-07-01 | 51.3477368709505 |
| 2010-08-01 | 52.7728844880383 |
| 2010-09-01 | 51.5872400722764 |
| 2010-10-01 | 51.3539099414171 |
| 2010-11-01 | 52.9033902929288 |
| 2010-12-01 | 52.7244574891992 |
| 2011-01-01 | 54.9056864091734 |
| 2011-02-01 | 55.3081412637647 |
| 2011-03-01 | 55.4769381338954 |
| 2011-04-01 | 56.4411567934965 |
| 2011-05-01 | 56.4967806181747 |
| 2011-06-01 | 56.8415624425760 |
| 2011-07-01 | 57.5394253362590 |
| 2011-08-01 | 58.0297744702405 |
| 2011-09-01 | 58.3691171567811 |
| 2011-10-01 | 58.5571511645267 |
| 2011-11-01 | 58.5393126040234 |
| 2011-12-01 | 58.3724039530456 |
| 2012-01-01 | 58.8723496960933 |
| 2012-02-01 | 59.0916997927303 |
| 2012-03-01 | 59.6796903535456 |
| 2012-04-01 | 59.8257931977961 |
| 2012-05-01 | 59.8499704335979 |
| 2012-06-01 | 59.9248891954713 |
| 2012-07-01 | 60.6396792416191 |
| 2012-08-01 | 60.4992787513124 |
| 2012-09-01 | 60.7475759855426 |
| 2012-10-01 | 60.2956585963252 |
| 2012-11-01 | 60.3245745903960 |
| 2012-12-01 | 60.4895199528493 |
| 2013-01-01 | 61.0631066638996 |
| 2013-02-01 | 61.8562311065282 |
| 2013-03-01 | 61.8950283932792 |
| 2013-04-01 | 61.3706533478426 |
| 2013-05-01 | 60.9275552952309 |
| 2013-06-01 | 62.2948450303399 |
| 2013-07-01 | 61.2058752182917 |
| 2013-08-01 | 63.2577570956883 |
| 2013-09-01 | 61.7167422197226 |
| 2013-10-01 | 62.7720543938342 |
| 2013-11-01 | 61.3780743734386 |
| 2013-12-01 | 61.7489788654326 |
| 2014-01-01 | 61.1542314892363 |
| 2014-02-01 | 60.9353230929682 |
| 2014-03-01 | 61.2245558578666 |
| 2014-04-01 | 61.0744219076018 |
| 2014-05-01 | 61.3296160287706 |
| 2014-06-01 | 61.6175678543849 |
| 2014-07-01 | 61.6273238733884 |
| 2014-08-01 | 63.7529968089646 |
| 2014-09-01 | 61.4982996469835 |
| 2014-10-01 | 61.7384205589400 |
| 2014-11-01 | 63.5740409436868 |
| 2014-12-01 | 61.9149850755343 |
| 2015-01-01 | 61.1205482014198 |
| 2015-02-01 | 60.8943229997840 |
| 2015-03-01 | 60.9536962447094 |
| 2015-04-01 | 60.9540375446909 |
| 2015-05-01 | 61.8958026744105 |
| 2015-06-01 | 61.7419567637824 |
| 2015-07-01 | 61.9653859129238 |
| 2015-08-01 | 62.2351259688743 |
| 2015-09-01 | 59.3928792500608 |
| 2015-10-01 | 62.5888756761644 |
| 2015-11-01 | 63.0028966452565 |
| 2015-12-01 | 61.8285111888488 |
| 2016-01-01 | 61.5601318349524 |
| 2016-02-01 | 61.3251066263244 |
| 2016-03-01 | 60.3824565616005 |
| 2016-04-01 | 60.6147463531341 |
| 2016-05-01 | 60.0374254935741 |
| 2016-06-01 | 60.2357216952266 |
| 2016-07-01 | 60.6077466670045 |
| 2016-08-01 | 59.8852284972093 |
| 2016-09-01 | 61.6285679465671 |
| 2016-10-01 | 61.6953076023928 |
| 2016-11-01 | 59.9338471742638 |
| 2016-12-01 | 60.2325067120778 |
| 2017-01-01 | 59.8765695447151 |
| 2017-02-01 | 59.6206821857393 |
| 2017-03-01 | 59.3948761286903 |
| 2017-04-01 | 59.4126629942159 |
| 2017-05-01 | 58.6652377106939 |
| 2017-06-01 | 58.8581049781398 |
| 2017-07-01 | 58.7704917952984 |
| 2017-08-01 | 58.8944650960693 |
| 2017-09-01 | 59.2487517546393 |
| 2017-10-01 | 58.4913992481150 |
| 2017-11-01 | 59.6415370134937 |
| 2017-12-01 | 59.3902328875340 |
| 2018-01-01 | 59.8396447825741 |
| 2018-02-01 | 59.8844919481872 |
| 2018-03-01 | 60.0373045455006 |
| 2018-04-01 | 60.2800115315698 |
| 2018-05-01 | 60.5515331584979 |
| 2018-06-01 | 59.9803742215367 |
| 2018-07-01 | 60.1460521760244 |
| 2018-08-01 | 60.0970503410826 |
| 2018-09-01 | 60.3644829636221 |
| 2018-10-01 | 60.5544627908125 |
| 2018-11-01 | 60.7098194948206 |
| 2018-12-01 | 61.0015521686187 |
| 2019-01-01 | 61.8746767390966 |
| 2019-02-01 | 61.0477851037010 |
| 2019-03-01 | 61.0977045153878 |
| 2019-04-01 | 60.4508057243228 |
| 2019-05-01 | 60.8110845761730 |
| 2019-06-01 | 60.4717427346558 |
| 2019-07-01 | 59.6958643880101 |
| 2019-08-01 | 59.5463851306394 |
| 2019-09-01 | 59.1471643844729 |
| 2019-10-01 | 59.5532103576255 |
| 2019-11-01 | 60.2546640591133 |
| 2019-12-01 | 58.7466743411380 |
| 2020-01-01 | 58.5000823866654 |
| 2020-02-01 | 59.2656774692737 |
| 2020-03-01 | 57.8072574812006 |
| 2020-04-01 | 43.0930184496680 |
| 2020-05-01 | 41.2074854649278 |
| 2020-06-01 | 44.4717275588831 |
| 2020-07-01 | 46.2150889701080 |
| 2020-08-01 | 48.1478049520882 |
| 2020-09-01 | 46.9256676375289 |
| 2020-10-01 | 50.5673116791664 |
| 2020-11-01 | 53.3063976219155 |
| 2020-12-01 | 53.3171844750454 |
| 2021-01-01 | 54.6525284217006 |
| 2021-02-01 | 55.6285606068997 |
| 2021-03-01 | 56.4223239486240 |
| 2021-04-01 | 56.4230610860692 |
| 2021-05-01 | 56.9373562918467 |
| 2021-06-01 | 57.3443988075146 |
| 2021-07-01 | 57.0672358287921 |
| 2021-08-01 | 57.1119196951999 |
| 2021-09-01 | 55.2940687036141 |
| 2021-10-01 | 58.1840660547160 |
| 2021-11-01 | 58.6644447468115 |
| 2021-12-01 | 59.7790300232081 |
| 2022-01-01 | 59.6206379822355 |
| 2022-02-01 | 61.3277297644612 |
| 2022-03-01 | 60.4075384105947 |
| 2022-04-01 | 61.0106902390601 |
| 2022-05-01 | 61.0296328940392 |
| 2022-06-01 | 60.8809552697438 |
| 2022-07-01 | 61.1812774583106 |
| 2022-08-01 | 60.5142211589008 |
| 2022-09-01 | 62.7973049108509 |
| 2022-10-01 | 60.0740117895108 |
| 2022-11-01 | 59.6968923808361 |
| 2022-12-01 | 59.0551147362802 |
| 2023-01-01 | 59.6434276361795 |
| 2023-02-01 | 59.1529497791980 |
| 2023-03-01 | 58.4287324616271 |
| 2023-04-01 | 57.8168637756402 |
| 2023-05-01 | 56.8944029020363 |
| 2023-06-01 | 56.1152099010492 |
| 2023-07-01 | 55.3119356080510 |
| 2023-08-01 | 53.9796055615358 |
| 2023-09-01 | 54.1166100958530 |
| 2023-10-01 | 53.1744641205927 |
| 2023-11-01 | 52.2545139241490 |
| 2023-12-01 | 51.6537661979603 |
| 2024-01-01 | 51.2107503512469 |
| 2024-02-01 | 50.4410577828202 |
| 2024-03-01 | 49.9081304450172 |
| 2024-04-01 | 48.7776869301670 |
| 2024-05-01 | 49.5601393716737 |
| 2024-06-01 | 47.5691599567717 |
| 2024-07-01 | 46.9121107835588 |
| 2024-08-01 | 47.0552367383451 |
| 2024-09-01 | 47.0184696410592 |
| 2024-10-01 | 46.4791296855039 |
| 2024-11-01 | 46.1717700725769 |
| 2024-12-01 | 43.9549257261725 |
| 2025-01-01 | 44.7248902164841 |
| 2025-02-01 | 44.6576836488476 |
| 2025-03-01 | 44.8746827608818 |
| 2025-04-01 | 45.0917705168406 |
| 2025-05-01 | 44.7686352040818 |
| 2025-06-01 | 44.7742596915497 |
| 2025-07-01 | 44.3569212145978 |
| 2025-08-01 | 44.4787896254824 |
| 2025-09-01 | 43.5204642312360 |
| 2025-10-01 | 42.5770784570781 |
| 2025-11-01 | 42.5006796300217 |
| 2025-12-01 | 42.6019631208468 |