Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Minnesota
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Minnesota |
|---|---|
| Series ID | SMU27000006056170001SA |
| 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 10:16 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 | 17.6106314341582 |
| 1990-02-01 | 18.0581269402990 |
| 1990-03-01 | 18.3563053200359 |
| 1990-04-01 | 18.0279924950368 |
| 1990-05-01 | 18.2082680933907 |
| 1990-06-01 | 18.1138631008868 |
| 1990-07-01 | 17.5422064215861 |
| 1990-08-01 | 17.5935275516858 |
| 1990-09-01 | 17.5892769547733 |
| 1990-10-01 | 17.5836620754544 |
| 1990-11-01 | 17.7451460987594 |
| 1990-12-01 | 17.6047468928527 |
| 1991-01-01 | 17.7332858155128 |
| 1991-02-01 | 17.7236005957907 |
| 1991-03-01 | 18.0462851007286 |
| 1991-04-01 | 17.7184647882802 |
| 1991-05-01 | 17.7482876746135 |
| 1991-06-01 | 17.7563541115016 |
| 1991-07-01 | 17.7145397537728 |
| 1991-08-01 | 17.8534733322771 |
| 1991-09-01 | 17.6666809704077 |
| 1991-10-01 | 17.7816123852354 |
| 1991-11-01 | 17.7287125121247 |
| 1991-12-01 | 18.0208323392021 |
| 1992-01-01 | 17.9818782811505 |
| 1992-02-01 | 18.0780049348690 |
| 1992-03-01 | 17.9763173600727 |
| 1992-04-01 | 18.2273186917436 |
| 1992-05-01 | 18.2467024818667 |
| 1992-06-01 | 18.4109949011906 |
| 1992-07-01 | 18.5152455598897 |
| 1992-08-01 | 18.6311838677212 |
| 1992-09-01 | 18.9568660091982 |
| 1992-10-01 | 18.8583441169650 |
| 1992-11-01 | 18.6202802539213 |
| 1992-12-01 | 18.7550138318315 |
| 1993-01-01 | 19.0465577388193 |
| 1993-02-01 | 19.0162845482149 |
| 1993-03-01 | 19.1549552436068 |
| 1993-04-01 | 19.1552842171235 |
| 1993-05-01 | 19.0190600092786 |
| 1993-06-01 | 18.8689640231953 |
| 1993-07-01 | 19.0254625127067 |
| 1993-08-01 | 18.8409384561130 |
| 1993-09-01 | 18.9859249523568 |
| 1993-10-01 | 19.4532250066603 |
| 1993-11-01 | 19.4003811360857 |
| 1993-12-01 | 19.5150909733862 |
| 1994-01-01 | 19.5517019834801 |
| 1994-02-01 | 19.8726293578807 |
| 1994-03-01 | 19.7904330070450 |
| 1994-04-01 | 19.9956272171463 |
| 1994-05-01 | 19.9640919983748 |
| 1994-06-01 | 20.1391926704227 |
| 1994-07-01 | 18.3368475981852 |
| 1994-08-01 | 18.4061840234860 |
| 1994-09-01 | 18.3624360322256 |
| 1994-10-01 | 18.1837241888135 |
| 1994-11-01 | 18.2521263570459 |
| 1994-12-01 | 18.4849491358646 |
| 1995-01-01 | 18.1354595023473 |
| 1995-02-01 | 18.1403029775019 |
| 1995-03-01 | 18.4301639405116 |
| 1995-04-01 | 18.2942740646743 |
| 1995-05-01 | 18.4288600930253 |
| 1995-06-01 | 18.5511410318110 |
| 1995-07-01 | 18.7399945321956 |
| 1995-08-01 | 18.9949510849747 |
| 1995-09-01 | 19.0851234369853 |
| 1995-10-01 | 19.0690445724409 |
| 1995-11-01 | 19.2276538833936 |
| 1995-12-01 | 19.6968207151595 |
| 1996-01-01 | 19.3040914821713 |
| 1996-02-01 | 19.4724301063765 |
| 1996-03-01 | 19.5036721307427 |
| 1996-04-01 | 19.3545824609547 |
| 1996-05-01 | 19.9149316525273 |
| 1996-06-01 | 20.2273875804842 |
| 1996-07-01 | 19.9520698093414 |
| 1996-08-01 | 19.9604240062025 |
| 1996-09-01 | 20.0141900798920 |
| 1996-10-01 | 20.0396671122839 |
| 1996-11-01 | 20.2218730627623 |
| 1996-12-01 | 20.2816026021632 |
| 1997-01-01 | 20.5828423035552 |
| 1997-02-01 | 20.6814998423577 |
| 1997-03-01 | 20.6955905824940 |
| 1997-04-01 | 20.4041373742041 |
| 1997-05-01 | 21.0055665302758 |
| 1997-06-01 | 21.0641561677940 |
| 1997-07-01 | 21.0763113159375 |
| 1997-08-01 | 21.2258351709612 |
| 1997-09-01 | 21.2385969839955 |
| 1997-10-01 | 21.2893525897157 |
| 1997-11-01 | 21.2474997637649 |
| 1997-12-01 | 21.0902886542077 |
| 1998-01-01 | 21.1650418711488 |
| 1998-02-01 | 20.9510431771474 |
| 1998-03-01 | 20.9675283735006 |
| 1998-04-01 | 22.0630772243052 |
| 1998-05-01 | 21.9061133009312 |
| 1998-06-01 | 21.9226064575982 |
| 1998-07-01 | 21.9405520412801 |
| 1998-08-01 | 21.8625123188640 |
| 1998-09-01 | 21.7116213975498 |
| 1998-10-01 | 21.8250094478627 |
| 1998-11-01 | 21.8609092349731 |
| 1998-12-01 | 22.0025217416904 |
| 1999-01-01 | 22.1214484515244 |
| 1999-02-01 | 21.7784767167609 |
| 1999-03-01 | 21.8024695581424 |
| 1999-04-01 | 22.7976404008632 |
| 1999-05-01 | 22.7232545617270 |
| 1999-06-01 | 22.8805498231036 |
| 1999-07-01 | 22.9920283788964 |
| 1999-08-01 | 22.7536416211577 |
| 1999-09-01 | 22.9364387517758 |
| 1999-10-01 | 22.8308259352402 |
| 1999-11-01 | 22.5755553199894 |
| 1999-12-01 | 22.8872980352485 |
| 2000-01-01 | 23.2235448082330 |
| 2000-02-01 | 23.4223122054222 |
| 2000-03-01 | 23.6524853935995 |
| 2000-04-01 | 24.2635077948302 |
| 2000-05-01 | 24.0300738875905 |
| 2000-06-01 | 24.0376399724087 |
| 2000-07-01 | 23.5947586244457 |
| 2000-08-01 | 23.6236869790069 |
| 2000-09-01 | 23.6616733220380 |
| 2000-10-01 | 23.7241469384841 |
| 2000-11-01 | 23.6801082848586 |
| 2000-12-01 | 23.9729532239186 |
| 2001-01-01 | 24.2339412411064 |
| 2001-02-01 | 24.3898569341816 |
| 2001-03-01 | 24.2797241904429 |
| 2001-04-01 | 24.2979642873168 |
| 2001-05-01 | 24.4068720584181 |
| 2001-06-01 | 24.2124751791833 |
| 2001-07-01 | 24.3802270589571 |
| 2001-08-01 | 24.6662698244208 |
| 2001-09-01 | 24.6660401875149 |
| 2001-10-01 | 24.7989284208012 |
| 2001-11-01 | 24.9708645296485 |
| 2001-12-01 | 24.8319023757236 |
| 2002-01-01 | 24.5480457483622 |
| 2002-02-01 | 24.3208203535610 |
| 2002-03-01 | 24.7955007205507 |
| 2002-04-01 | 24.8461501190404 |
| 2002-05-01 | 24.8974749962040 |
| 2002-06-01 | 25.0321116634665 |
| 2002-07-01 | 25.2703848886459 |
| 2002-08-01 | 25.3529543786090 |
| 2002-09-01 | 25.5662952200316 |
| 2002-10-01 | 25.3051504813220 |
| 2002-11-01 | 25.1212094612596 |
| 2002-12-01 | 24.7034606870541 |
| 2003-01-01 | 24.8449606330959 |
| 2003-02-01 | 25.2939056495274 |
| 2003-03-01 | 25.2977209893553 |
| 2003-04-01 | 26.0154858646712 |
| 2003-05-01 | 26.5395174918707 |
| 2003-06-01 | 26.4716554240797 |
| 2003-07-01 | 26.4339064825822 |
| 2003-08-01 | 26.4089528595447 |
| 2003-09-01 | 26.4750707364549 |
| 2003-10-01 | 26.4173364844986 |
| 2003-11-01 | 26.2860063114188 |
| 2003-12-01 | 26.4970696519340 |
| 2004-01-01 | 25.5750447383408 |
| 2004-02-01 | 26.2562057237659 |
| 2004-03-01 | 25.8805933545164 |
| 2004-04-01 | 27.1911049209894 |
| 2004-05-01 | 27.0443769550249 |
| 2004-06-01 | 26.8921986780236 |
| 2004-07-01 | 27.0714982007519 |
| 2004-08-01 | 26.9583469371335 |
| 2004-09-01 | 26.8381402874522 |
| 2004-10-01 | 26.9091296604567 |
| 2004-11-01 | 26.7567084195185 |
| 2004-12-01 | 26.2429500611594 |
| 2005-01-01 | 26.0390896574571 |
| 2005-02-01 | 26.0039766026293 |
| 2005-03-01 | 25.9875977661215 |
| 2005-04-01 | 27.8631159322259 |
| 2005-05-01 | 27.6089200100602 |
| 2005-06-01 | 27.5694385367973 |
| 2005-07-01 | 27.5504108655060 |
| 2005-08-01 | 27.5332694139881 |
| 2005-09-01 | 27.7987968133626 |
| 2005-10-01 | 27.8247955600953 |
| 2005-11-01 | 28.0691212346658 |
| 2005-12-01 | 28.1330594680281 |
| 2006-01-01 | 28.0619355285846 |
| 2006-02-01 | 27.8737283454048 |
| 2006-03-01 | 27.9729008013070 |
| 2006-04-01 | 27.9218135941471 |
| 2006-05-01 | 27.6829766782004 |
| 2006-06-01 | 27.7436256516220 |
| 2006-07-01 | 27.5065208677377 |
| 2006-08-01 | 27.5953420348013 |
| 2006-09-01 | 27.4675057292258 |
| 2006-10-01 | 27.2334128761610 |
| 2006-11-01 | 27.0947771720034 |
| 2006-12-01 | 26.4547660844871 |
| 2007-01-01 | 27.1618261449540 |
| 2007-02-01 | 27.1522226477964 |
| 2007-03-01 | 27.3048780244271 |
| 2007-04-01 | 27.3182528929375 |
| 2007-05-01 | 28.0612703284014 |
| 2007-06-01 | 27.8954797104692 |
| 2007-07-01 | 27.8293383744653 |
| 2007-08-01 | 27.9446810124631 |
| 2007-09-01 | 27.8195531983626 |
| 2007-10-01 | 27.8922208580851 |
| 2007-11-01 | 27.9264842883074 |
| 2007-12-01 | 27.5222141801411 |
| 2008-01-01 | 27.1425293391937 |
| 2008-02-01 | 27.4790579175795 |
| 2008-03-01 | 26.9446717812908 |
| 2008-04-01 | 27.3112098156484 |
| 2008-05-01 | 27.7172659491057 |
| 2008-06-01 | 27.7432284723854 |
| 2008-07-01 | 27.5336322351454 |
| 2008-08-01 | 27.4824732831428 |
| 2008-09-01 | 27.4050187238790 |
| 2008-10-01 | 27.2668753005012 |
| 2008-11-01 | 27.0024437637414 |
| 2008-12-01 | 27.1039482072922 |
| 2009-01-01 | 27.4576492355924 |
| 2009-02-01 | 26.1369623393096 |
| 2009-03-01 | 26.8555803496491 |
| 2009-04-01 | 26.2251499868639 |
| 2009-05-01 | 26.3306705912864 |
| 2009-06-01 | 26.1648550511841 |
| 2009-07-01 | 26.2512337635421 |
| 2009-08-01 | 26.0062122955403 |
| 2009-09-01 | 26.0268836495143 |
| 2009-10-01 | 25.8189800478757 |
| 2009-11-01 | 25.6504694080095 |
| 2009-12-01 | 26.4020036511615 |
| 2010-01-01 | 25.9560272929906 |
| 2010-02-01 | 26.4438228876094 |
| 2010-03-01 | 24.7588893661281 |
| 2010-04-01 | 26.3853568180562 |
| 2010-05-01 | 25.7149599309581 |
| 2010-06-01 | 25.4703692369737 |
| 2010-07-01 | 25.7661555691861 |
| 2010-08-01 | 25.6892170865710 |
| 2010-09-01 | 25.6679552300416 |
| 2010-10-01 | 26.3022677157910 |
| 2010-11-01 | 26.8040139552357 |
| 2010-12-01 | 27.0872024476747 |
| 2011-01-01 | 27.4340540493264 |
| 2011-02-01 | 26.6616915321365 |
| 2011-03-01 | 26.9836564418692 |
| 2011-04-01 | 26.7343458844405 |
| 2011-05-01 | 26.5201156992936 |
| 2011-06-01 | 26.5494366320894 |
| 2011-07-01 | 26.6170132051186 |
| 2011-08-01 | 26.9076792847454 |
| 2011-09-01 | 27.0367168711381 |
| 2011-10-01 | 26.7977153256805 |
| 2011-11-01 | 26.8416436195075 |
| 2011-12-01 | 26.1018062434079 |
| 2012-01-01 | 26.3497169781442 |
| 2012-02-01 | 25.9805375323742 |
| 2012-03-01 | 26.1033824629448 |
| 2012-04-01 | 27.5246915089100 |
| 2012-05-01 | 26.9469047885304 |
| 2012-06-01 | 26.7542944430411 |
| 2012-07-01 | 26.5233388578521 |
| 2012-08-01 | 26.6155157561177 |
| 2012-09-01 | 26.8095491095162 |
| 2012-10-01 | 26.7078482587894 |
| 2012-11-01 | 26.2792550728982 |
| 2012-12-01 | 27.1865050669845 |
| 2013-01-01 | 26.2148401277442 |
| 2013-02-01 | 28.1186367977827 |
| 2013-03-01 | 28.2971855079970 |
| 2013-04-01 | 27.0732129929487 |
| 2013-05-01 | 27.9828721021155 |
| 2013-06-01 | 28.1191331931860 |
| 2013-07-01 | 28.1334137694235 |
| 2013-08-01 | 28.1424827074283 |
| 2013-09-01 | 28.1223728770687 |
| 2013-10-01 | 28.2948143861691 |
| 2013-11-01 | 28.3576849145442 |
| 2013-12-01 | 29.3440164783510 |
| 2014-01-01 | 29.6733455941219 |
| 2014-02-01 | 29.7690464821493 |
| 2014-03-01 | 28.7778415288359 |
| 2014-04-01 | 28.4866460422945 |
| 2014-05-01 | 29.5977933720166 |
| 2014-06-01 | 30.1277329667835 |
| 2014-07-01 | 30.2673774210330 |
| 2014-08-01 | 30.1118595368229 |
| 2014-09-01 | 30.1060309269473 |
| 2014-10-01 | 29.9765084256776 |
| 2014-11-01 | 30.6016272834934 |
| 2014-12-01 | 28.4501008058964 |
| 2015-01-01 | 29.8353835136030 |
| 2015-02-01 | 30.0394722844226 |
| 2015-03-01 | 29.7011477667807 |
| 2015-04-01 | 31.2419935017476 |
| 2015-05-01 | 31.1261589227709 |
| 2015-06-01 | 30.9612411492307 |
| 2015-07-01 | 30.8399959711716 |
| 2015-08-01 | 30.8989061278422 |
| 2015-09-01 | 30.7549475452305 |
| 2015-10-01 | 31.1816116618284 |
| 2015-11-01 | 31.1382118389688 |
| 2015-12-01 | 30.4765698139781 |
| 2016-01-01 | 30.2143904104022 |
| 2016-02-01 | 30.8850890074584 |
| 2016-03-01 | 29.6104115392231 |
| 2016-04-01 | 31.5732257697563 |
| 2016-05-01 | 31.3529266383310 |
| 2016-06-01 | 30.7851302462406 |
| 2016-07-01 | 31.1602144982934 |
| 2016-08-01 | 31.3094463283968 |
| 2016-09-01 | 31.2757778947423 |
| 2016-10-01 | 31.0764338863503 |
| 2016-11-01 | 30.9629112092615 |
| 2016-12-01 | 31.7868085658977 |
| 2017-01-01 | 31.9092009902180 |
| 2017-02-01 | 30.0771915542196 |
| 2017-03-01 | 32.1166592766674 |
| 2017-04-01 | 32.2447995690102 |
| 2017-05-01 | 31.9594918918997 |
| 2017-06-01 | 31.9995142829294 |
| 2017-07-01 | 31.7716427300287 |
| 2017-08-01 | 31.7165474007241 |
| 2017-09-01 | 31.8511546606286 |
| 2017-10-01 | 31.8276099799322 |
| 2017-11-01 | 31.3682423914763 |
| 2017-12-01 | 31.2439951957615 |
| 2018-01-01 | 31.9573016068515 |
| 2018-02-01 | 31.5542838633329 |
| 2018-03-01 | 31.7329594911231 |
| 2018-04-01 | 31.4786830339097 |
| 2018-05-01 | 32.0961505528509 |
| 2018-06-01 | 32.8358966180053 |
| 2018-07-01 | 32.5661607578008 |
| 2018-08-01 | 32.5073108394956 |
| 2018-09-01 | 32.5156633680287 |
| 2018-10-01 | 32.4456336680566 |
| 2018-11-01 | 32.5494129896937 |
| 2018-12-01 | 31.0025235742824 |
| 2019-01-01 | 30.6756545921962 |
| 2019-02-01 | 33.9758491961332 |
| 2019-03-01 | 33.5397338174187 |
| 2019-04-01 | 33.4007973779994 |
| 2019-05-01 | 33.5535148422200 |
| 2019-06-01 | 33.8712693012357 |
| 2019-07-01 | 33.6922632329728 |
| 2019-08-01 | 33.6646042842486 |
| 2019-09-01 | 33.3531580706379 |
| 2019-10-01 | 33.2583771226394 |
| 2019-11-01 | 32.7809037574497 |
| 2019-12-01 | 33.7297417521500 |
| 2020-01-01 | 34.0207244696431 |
| 2020-02-01 | 34.1907879578625 |
| 2020-03-01 | 32.0981677948871 |
| 2020-04-01 | 29.1736013698209 |
| 2020-05-01 | 31.2647134566623 |
| 2020-06-01 | 31.3701378040018 |
| 2020-07-01 | 31.4837081308657 |
| 2020-08-01 | 31.9177416250998 |
| 2020-09-01 | 32.0666524740724 |
| 2020-10-01 | 32.4207367301012 |
| 2020-11-01 | 32.6208142761163 |
| 2020-12-01 | 30.8094646555253 |
| 2021-01-01 | 32.1958633015861 |
| 2021-02-01 | 31.4914894022297 |
| 2021-03-01 | 32.0951749508102 |
| 2021-04-01 | 32.9503900776154 |
| 2021-05-01 | 32.7481445859771 |
| 2021-06-01 | 32.4318725713628 |
| 2021-07-01 | 32.6311414726477 |
| 2021-08-01 | 32.4394734740591 |
| 2021-09-01 | 32.0974580580151 |
| 2021-10-01 | 32.8572709956225 |
| 2021-11-01 | 33.0958461331282 |
| 2021-12-01 | 33.2183717919271 |
| 2022-01-01 | 33.3301144188240 |
| 2022-02-01 | 33.1133621093472 |
| 2022-03-01 | 32.9996136998186 |
| 2022-04-01 | 32.5311498011642 |
| 2022-05-01 | 33.4225313432085 |
| 2022-06-01 | 33.0582573296779 |
| 2022-07-01 | 33.6929315699579 |
| 2022-08-01 | 33.6108235768350 |
| 2022-09-01 | 33.6687680890752 |
| 2022-10-01 | 33.7380822935820 |
| 2022-11-01 | 33.6408077359914 |
| 2022-12-01 | 33.6220327838027 |
| 2023-01-01 | 34.2526361747744 |
| 2023-02-01 | 34.0113653728173 |
| 2023-03-01 | 35.2264038393742 |
| 2023-04-01 | 32.8223239851664 |
| 2023-05-01 | 34.1810555113278 |
| 2023-06-01 | 34.7729881200402 |
| 2023-07-01 | 34.2993188266742 |
| 2023-08-01 | 34.3256009208648 |
| 2023-09-01 | 34.7861572292930 |
| 2023-10-01 | 34.0774369292860 |
| 2023-11-01 | 34.0245777536787 |
| 2023-12-01 | 32.4244234033067 |
| 2024-01-01 | 33.5982264014755 |
| 2024-02-01 | 33.7001876379703 |
| 2024-03-01 | 33.6018622336613 |
| 2024-04-01 | 34.0483218920910 |
| 2024-05-01 | 34.3983209779665 |
| 2024-06-01 | 34.6463556717656 |
| 2024-07-01 | 34.4700149705136 |
| 2024-08-01 | 34.6779939688757 |
| 2024-09-01 | 34.8845633428022 |
| 2024-10-01 | 35.1425334146267 |
| 2024-11-01 | 35.1253803175064 |
| 2024-12-01 | 34.8045753311142 |
| 2025-01-01 | 34.8323464406254 |
| 2025-02-01 | 35.8515388267331 |
| 2025-03-01 | 34.9065215367183 |
| 2025-04-01 | 35.1884064853484 |
| 2025-05-01 | 35.2124162507294 |
| 2025-06-01 | 35.0332928359055 |
| 2025-07-01 | 35.1171549189551 |
| 2025-08-01 | 35.1307617173008 |
| 2025-09-01 | 34.9974275277869 |
| 2025-10-01 | 34.9074061520162 |
| 2025-11-01 | 35.2856229149174 |
| 2025-12-01 | 36.1053934238839 |
| 2026-01-01 | 36.1495458179896 |
| 2026-02-01 | 36.6098176239567 |
| 2026-03-01 | 37.8164006352650 |
| 2026-04-01 | 36.9697418417864 |
| 2026-05-01 | 36.6903232006376 |
| 2026-06-01 | 36.7290034924279 |