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 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 | 17.6105945504721 |
| 1990-02-01 | 18.0581138653770 |
| 1990-03-01 | 18.3570896116769 |
| 1990-04-01 | 18.0280983155997 |
| 1990-05-01 | 18.2083711451064 |
| 1990-06-01 | 18.1139155944813 |
| 1990-07-01 | 17.5420823376437 |
| 1990-08-01 | 17.5931951994580 |
| 1990-09-01 | 17.5889835288821 |
| 1990-10-01 | 17.5838711886188 |
| 1990-11-01 | 17.7449588783413 |
| 1990-12-01 | 17.6045638718145 |
| 1991-01-01 | 17.7331807732100 |
| 1991-02-01 | 17.7235713784475 |
| 1991-03-01 | 18.0470095013035 |
| 1991-04-01 | 17.7186749209351 |
| 1991-05-01 | 17.7485928000152 |
| 1991-06-01 | 17.7567474797297 |
| 1991-07-01 | 17.7141159835062 |
| 1991-08-01 | 17.8529395202829 |
| 1991-09-01 | 17.6663072407228 |
| 1991-10-01 | 17.7819036684010 |
| 1991-11-01 | 17.7285277836575 |
| 1991-12-01 | 18.0203693180571 |
| 1992-01-01 | 17.9818258256518 |
| 1992-02-01 | 18.0780878864607 |
| 1992-03-01 | 17.9768037757727 |
| 1992-04-01 | 18.2277636816263 |
| 1992-05-01 | 18.2473252717033 |
| 1992-06-01 | 18.4118106429164 |
| 1992-07-01 | 18.5145217835114 |
| 1992-08-01 | 18.6304365945487 |
| 1992-09-01 | 18.9563484892098 |
| 1992-10-01 | 18.8586933563835 |
| 1992-11-01 | 18.6200386814108 |
| 1992-12-01 | 18.7541568705525 |
| 1993-01-01 | 19.0465130313273 |
| 1993-02-01 | 19.0164449602945 |
| 1993-03-01 | 19.1549884161768 |
| 1993-04-01 | 19.1562667307164 |
| 1993-05-01 | 19.0200358855464 |
| 1993-06-01 | 18.8703556232078 |
| 1993-07-01 | 19.0244755098346 |
| 1993-08-01 | 18.8400780489340 |
| 1993-09-01 | 18.9853480796394 |
| 1993-10-01 | 19.4534892210860 |
| 1993-11-01 | 19.4000590569044 |
| 1993-12-01 | 19.5137361977253 |
| 1994-01-01 | 19.5515457378162 |
| 1994-02-01 | 19.8727070407878 |
| 1994-03-01 | 19.7898455437975 |
| 1994-04-01 | 19.9974541268586 |
| 1994-05-01 | 19.9652686081781 |
| 1994-06-01 | 20.1409863559874 |
| 1994-07-01 | 18.3360819764325 |
| 1994-08-01 | 18.4055057471600 |
| 1994-09-01 | 18.3619799574095 |
| 1994-10-01 | 18.1839531931062 |
| 1994-11-01 | 18.2516490831266 |
| 1994-12-01 | 18.4833019987043 |
| 1995-01-01 | 18.1348088100961 |
| 1995-02-01 | 18.1396576829737 |
| 1995-03-01 | 18.4284176217745 |
| 1995-04-01 | 18.2972615124256 |
| 1995-05-01 | 18.4304251166805 |
| 1995-06-01 | 18.5532541916897 |
| 1995-07-01 | 18.7394806562738 |
| 1995-08-01 | 18.9944924601291 |
| 1995-09-01 | 19.0849148626094 |
| 1995-10-01 | 19.0690710814568 |
| 1995-11-01 | 19.2269545196223 |
| 1995-12-01 | 19.6946360358926 |
| 1996-01-01 | 19.3028730819751 |
| 1996-02-01 | 19.4705847496526 |
| 1996-03-01 | 19.5002084125672 |
| 1996-04-01 | 19.3592558874099 |
| 1996-05-01 | 19.9172736612564 |
| 1996-06-01 | 20.2298960861888 |
| 1996-07-01 | 19.9522333020377 |
| 1996-08-01 | 19.9603869970215 |
| 1996-09-01 | 20.0142500323878 |
| 1996-10-01 | 20.0393659919592 |
| 1996-11-01 | 20.2208330973631 |
| 1996-12-01 | 20.2792240835571 |
| 1997-01-01 | 20.5808354345761 |
| 1997-02-01 | 20.6781839105065 |
| 1997-03-01 | 20.6902952369246 |
| 1997-04-01 | 20.4104227916355 |
| 1997-05-01 | 21.0088435646994 |
| 1997-06-01 | 21.0669409403757 |
| 1997-07-01 | 21.0771970791843 |
| 1997-08-01 | 21.2261371849706 |
| 1997-09-01 | 21.2388089601660 |
| 1997-10-01 | 21.2886101306191 |
| 1997-11-01 | 21.2460888174300 |
| 1997-12-01 | 21.0878713830810 |
| 1998-01-01 | 21.1625761267636 |
| 1998-02-01 | 20.9468915643455 |
| 1998-03-01 | 20.9616584608142 |
| 1998-04-01 | 22.0701696879319 |
| 1998-05-01 | 21.9098802108280 |
| 1998-06-01 | 21.9253098742626 |
| 1998-07-01 | 21.9421095281343 |
| 1998-08-01 | 21.8630992462990 |
| 1998-09-01 | 21.7118808836278 |
| 1998-10-01 | 21.8241595822996 |
| 1998-11-01 | 21.8593253607894 |
| 1998-12-01 | 22.0003782756408 |
| 1999-01-01 | 22.1183080497120 |
| 1999-02-01 | 21.7737182811374 |
| 1999-03-01 | 21.7966771403393 |
| 1999-04-01 | 22.8044102562416 |
| 1999-05-01 | 22.7274203817449 |
| 1999-06-01 | 22.8833838154066 |
| 1999-07-01 | 22.9938527052173 |
| 1999-08-01 | 22.7543377755773 |
| 1999-09-01 | 22.9365044248280 |
| 1999-10-01 | 22.8299730413239 |
| 1999-11-01 | 22.5739118416748 |
| 1999-12-01 | 22.8855358695668 |
| 2000-01-01 | 23.2200017541705 |
| 2000-02-01 | 23.4174831702171 |
| 2000-03-01 | 23.6470292180756 |
| 2000-04-01 | 24.2690450986246 |
| 2000-05-01 | 24.0344184868002 |
| 2000-06-01 | 24.0404892533610 |
| 2000-07-01 | 23.5968480073656 |
| 2000-08-01 | 23.6247243704934 |
| 2000-09-01 | 23.6616773421368 |
| 2000-10-01 | 23.7236040131909 |
| 2000-11-01 | 23.6786887319591 |
| 2000-12-01 | 23.9717760588990 |
| 2001-01-01 | 24.2285179864382 |
| 2001-02-01 | 24.3848744314248 |
| 2001-03-01 | 24.2740295126868 |
| 2001-04-01 | 24.3030682656160 |
| 2001-05-01 | 24.4116605686026 |
| 2001-06-01 | 24.2155347342041 |
| 2001-07-01 | 24.3826454964889 |
| 2001-08-01 | 24.6676692483857 |
| 2001-09-01 | 24.6659691746603 |
| 2001-10-01 | 24.7986792646952 |
| 2001-11-01 | 24.9695126095723 |
| 2001-12-01 | 24.8309560716470 |
| 2002-01-01 | 24.5407647705469 |
| 2002-02-01 | 24.3155275780310 |
| 2002-03-01 | 24.7886286775632 |
| 2002-04-01 | 24.8518325432941 |
| 2002-05-01 | 24.9029639764843 |
| 2002-06-01 | 25.0356851074758 |
| 2002-07-01 | 25.2732638679618 |
| 2002-08-01 | 25.3548751580608 |
| 2002-09-01 | 25.5665392306619 |
| 2002-10-01 | 25.3052561129222 |
| 2002-11-01 | 25.1199893732686 |
| 2002-12-01 | 24.7022057436927 |
| 2003-01-01 | 24.8354085382770 |
| 2003-02-01 | 25.2872229668379 |
| 2003-03-01 | 25.2888850051551 |
| 2003-04-01 | 26.0228332259539 |
| 2003-05-01 | 26.5463450294525 |
| 2003-06-01 | 26.4762392086700 |
| 2003-07-01 | 26.4375537419870 |
| 2003-08-01 | 26.4116127129723 |
| 2003-09-01 | 26.4758028378085 |
| 2003-10-01 | 26.4175469996300 |
| 2003-11-01 | 26.2842561515641 |
| 2003-12-01 | 26.4952787537956 |
| 2004-01-01 | 25.5640839715785 |
| 2004-02-01 | 26.2477219682749 |
| 2004-03-01 | 25.8696449000819 |
| 2004-04-01 | 27.1986495478021 |
| 2004-05-01 | 27.0528431504671 |
| 2004-06-01 | 26.8970827941263 |
| 2004-07-01 | 27.0757381153115 |
| 2004-08-01 | 26.9619727373453 |
| 2004-09-01 | 26.8402162256314 |
| 2004-10-01 | 26.9105586903603 |
| 2004-11-01 | 26.7562882080839 |
| 2004-12-01 | 26.2429291532533 |
| 2005-01-01 | 26.0185865559159 |
| 2005-02-01 | 25.9969384631204 |
| 2005-03-01 | 25.9725585438333 |
| 2005-04-01 | 27.8713093679872 |
| 2005-05-01 | 27.6190797455480 |
| 2005-06-01 | 27.5747566505656 |
| 2005-07-01 | 27.5554409044344 |
| 2005-08-01 | 27.5383434624529 |
| 2005-09-01 | 27.8030876089266 |
| 2005-10-01 | 27.8285255347591 |
| 2005-11-01 | 28.0713720469168 |
| 2005-12-01 | 28.1364764238485 |
| 2006-01-01 | 28.0248598461448 |
| 2006-02-01 | 27.8660206660315 |
| 2006-03-01 | 27.9547676163210 |
| 2006-04-01 | 27.9291286098074 |
| 2006-05-01 | 27.6938258856650 |
| 2006-06-01 | 27.7489875135739 |
| 2006-07-01 | 27.5123934879375 |
| 2006-08-01 | 27.6023259749234 |
| 2006-09-01 | 27.4749322202583 |
| 2006-10-01 | 27.2406863789396 |
| 2006-11-01 | 27.1012664804655 |
| 2006-12-01 | 26.4616473601401 |
| 2007-01-01 | 27.1138503019374 |
| 2007-02-01 | 27.1393855832085 |
| 2007-03-01 | 27.2838580203261 |
| 2007-04-01 | 27.3204950861787 |
| 2007-05-01 | 28.0721304540861 |
| 2007-06-01 | 27.8997833166551 |
| 2007-07-01 | 27.8368668734101 |
| 2007-08-01 | 27.9556182363589 |
| 2007-09-01 | 27.8349505305438 |
| 2007-10-01 | 27.9074593691616 |
| 2007-11-01 | 27.9419210608206 |
| 2007-12-01 | 27.5367323301258 |
| 2008-01-01 | 27.0677713925773 |
| 2008-02-01 | 27.4591852414385 |
| 2008-03-01 | 26.9223491980858 |
| 2008-04-01 | 27.3048770096372 |
| 2008-05-01 | 27.7248597745858 |
| 2008-06-01 | 27.7448004708004 |
| 2008-07-01 | 27.5431247750668 |
| 2008-08-01 | 27.4986461096938 |
| 2008-09-01 | 27.4298276283523 |
| 2008-10-01 | 27.2897774728310 |
| 2008-11-01 | 27.0502634722437 |
| 2008-12-01 | 27.1187597833701 |
| 2009-01-01 | 27.3530794552837 |
| 2009-02-01 | 26.1055641917698 |
| 2009-03-01 | 26.8219073922558 |
| 2009-04-01 | 26.2052152828257 |
| 2009-05-01 | 26.3300763974115 |
| 2009-06-01 | 26.1596230368315 |
| 2009-07-01 | 26.2597122648909 |
| 2009-08-01 | 26.0276038747356 |
| 2009-09-01 | 26.0672957010385 |
| 2009-10-01 | 25.8669679555940 |
| 2009-11-01 | 25.7537813770465 |
| 2009-12-01 | 26.4084995064271 |
| 2010-01-01 | 25.8179054198327 |
| 2010-02-01 | 26.3757980296233 |
| 2010-03-01 | 24.7095804368426 |
| 2010-04-01 | 26.3503557600192 |
| 2010-05-01 | 25.7056308993939 |
| 2010-06-01 | 25.4622182224910 |
| 2010-07-01 | 25.7773265221153 |
| 2010-08-01 | 25.7199229100132 |
| 2010-09-01 | 25.7259857271927 |
| 2010-10-01 | 26.3802644986355 |
| 2010-11-01 | 26.9729196644167 |
| 2010-12-01 | 27.0822191324348 |
| 2011-01-01 | 27.2616486269339 |
| 2011-02-01 | 26.5464329517232 |
| 2011-03-01 | 26.9051035357234 |
| 2011-04-01 | 26.6847545191519 |
| 2011-05-01 | 26.5023887204424 |
| 2011-06-01 | 26.5387027167398 |
| 2011-07-01 | 26.6318268286412 |
| 2011-08-01 | 26.9483015652877 |
| 2011-09-01 | 27.1131496646695 |
| 2011-10-01 | 26.9018563657942 |
| 2011-11-01 | 27.0796718443049 |
| 2011-12-01 | 26.0815552899212 |
| 2012-01-01 | 26.1557377107184 |
| 2012-02-01 | 25.8279075596095 |
| 2012-03-01 | 26.0057662689599 |
| 2012-04-01 | 27.4695219566091 |
| 2012-05-01 | 26.9259200777777 |
| 2012-06-01 | 26.7477462487196 |
| 2012-07-01 | 26.5437842133673 |
| 2012-08-01 | 26.6609117764202 |
| 2012-09-01 | 26.8864819302698 |
| 2012-10-01 | 26.8111533255957 |
| 2012-11-01 | 26.5611243951896 |
| 2012-12-01 | 27.1487082604605 |
| 2013-01-01 | 26.0129445338133 |
| 2013-02-01 | 27.9423279290506 |
| 2013-03-01 | 28.1768014618716 |
| 2013-04-01 | 27.0212258898973 |
| 2013-05-01 | 27.9632472476460 |
| 2013-06-01 | 28.1163554547796 |
| 2013-07-01 | 28.1565477709774 |
| 2013-08-01 | 28.1875518200022 |
| 2013-09-01 | 28.1935965216365 |
| 2013-10-01 | 28.3933439541536 |
| 2013-11-01 | 28.6906333884413 |
| 2013-12-01 | 29.2859844774503 |
| 2014-01-01 | 29.4496229825823 |
| 2014-02-01 | 29.5880023270564 |
| 2014-03-01 | 28.6546698823096 |
| 2014-04-01 | 28.4429758936669 |
| 2014-05-01 | 29.5860223705448 |
| 2014-06-01 | 30.1352217047405 |
| 2014-07-01 | 30.2958533499594 |
| 2014-08-01 | 30.1550072679431 |
| 2014-09-01 | 30.1639205267997 |
| 2014-10-01 | 30.0509872619252 |
| 2014-11-01 | 30.9216518221223 |
| 2014-12-01 | 28.3889333493178 |
| 2015-01-01 | 29.6412116740324 |
| 2015-02-01 | 29.8975515199210 |
| 2015-03-01 | 29.5954231988555 |
| 2015-04-01 | 31.2086765724630 |
| 2015-05-01 | 31.1227820713947 |
| 2015-06-01 | 30.9782052058417 |
| 2015-07-01 | 30.8656521962284 |
| 2015-08-01 | 30.9313147304377 |
| 2015-09-01 | 30.7920291908704 |
| 2015-10-01 | 31.2242693925717 |
| 2015-11-01 | 31.4043134595224 |
| 2015-12-01 | 30.4088300686237 |
| 2016-01-01 | 30.0515052452768 |
| 2016-02-01 | 30.7948210136125 |
| 2016-03-01 | 29.5358906080955 |
| 2016-04-01 | 31.5554411473480 |
| 2016-05-01 | 31.3556176084850 |
| 2016-06-01 | 30.8086569225380 |
| 2016-07-01 | 31.1804832841191 |
| 2016-08-01 | 31.3301991075796 |
| 2016-09-01 | 31.2932764558812 |
| 2016-10-01 | 31.0876746765941 |
| 2016-11-01 | 31.1597890061688 |
| 2016-12-01 | 31.7186457412984 |
| 2017-01-01 | 31.7742820255004 |
| 2017-02-01 | 30.0445021977188 |
| 2017-03-01 | 32.0669254876947 |
| 2017-04-01 | 32.2418932486478 |
| 2017-05-01 | 31.9621091881759 |
| 2017-06-01 | 32.0228978075440 |
| 2017-07-01 | 31.7807833300343 |
| 2017-08-01 | 31.7239049435737 |
| 2017-09-01 | 31.8551081867563 |
| 2017-10-01 | 31.8262243662464 |
| 2017-11-01 | 31.5304385227876 |
| 2017-12-01 | 31.1799222437164 |
| 2018-01-01 | 31.8580685071554 |
| 2018-02-01 | 31.5351998072727 |
| 2018-03-01 | 31.7021206697884 |
| 2018-04-01 | 31.4854818150339 |
| 2018-05-01 | 32.0973686217988 |
| 2018-06-01 | 32.8551227279948 |
| 2018-07-01 | 32.5671035042206 |
| 2018-08-01 | 32.5067850663383 |
| 2018-09-01 | 32.5316930722088 |
| 2018-10-01 | 32.4412124051839 |
| 2018-11-01 | 32.6756330731052 |
| 2018-12-01 | 30.9500809308750 |
| 2019-01-01 | 30.6001178518783 |
| 2019-02-01 | 33.9485061395201 |
| 2019-03-01 | 33.5086984279738 |
| 2019-04-01 | 33.4408576690625 |
| 2019-05-01 | 33.5415596626377 |
| 2019-06-01 | 33.8804285120932 |
| 2019-07-01 | 33.6864587187841 |
| 2019-08-01 | 33.6629203116438 |
| 2019-09-01 | 33.3903743866702 |
| 2019-10-01 | 33.2564116271846 |
| 2019-11-01 | 32.8963226290450 |
| 2019-12-01 | 33.6792417698257 |
| 2020-01-01 | 33.9485077166747 |
| 2020-02-01 | 34.1303037107063 |
| 2020-03-01 | 32.0472699113898 |
| 2020-04-01 | 29.2299631058695 |
| 2020-05-01 | 31.2385996691675 |
| 2020-06-01 | 31.3686428316655 |
| 2020-07-01 | 31.4829671088475 |
| 2020-08-01 | 31.9318613364417 |
| 2020-09-01 | 32.1211150088805 |
| 2020-10-01 | 32.4482559358904 |
| 2020-11-01 | 32.7578142684686 |
| 2020-12-01 | 30.7848918152155 |
| 2021-01-01 | 32.0651708067770 |
| 2021-02-01 | 31.3679832357999 |
| 2021-03-01 | 31.9969114663040 |
| 2021-04-01 | 33.0294930119571 |
| 2021-05-01 | 32.7086249180557 |
| 2021-06-01 | 32.4415972062687 |
| 2021-07-01 | 32.6559926590849 |
| 2021-08-01 | 32.4981545886799 |
| 2021-09-01 | 32.1844862055248 |
| 2021-10-01 | 32.9265098940226 |
| 2021-11-01 | 33.2653287281812 |
| 2021-12-01 | 33.2119774730435 |
| 2022-01-01 | 33.0693544569063 |
| 2022-02-01 | 32.8732353146058 |
| 2022-03-01 | 32.8130422631470 |
| 2022-04-01 | 32.5932866855818 |
| 2022-05-01 | 33.3822776286794 |
| 2022-06-01 | 33.1337667673695 |
| 2022-07-01 | 33.7851312845115 |
| 2022-08-01 | 33.7795386838219 |
| 2022-09-01 | 33.7926384822622 |
| 2022-10-01 | 33.8315980403430 |
| 2022-11-01 | 33.8083994971878 |
| 2022-12-01 | 33.6170933676925 |
| 2023-01-01 | 33.7949005801782 |
| 2023-02-01 | 33.6416263430619 |
| 2023-03-01 | 34.9154653388467 |
| 2023-04-01 | 32.9018135310152 |
| 2023-05-01 | 34.1472475950060 |
| 2023-06-01 | 34.9511630053071 |
| 2023-07-01 | 34.4953425893186 |
| 2023-08-01 | 34.6242387310050 |
| 2023-09-01 | 34.9446100207747 |
| 2023-10-01 | 34.1663692637251 |
| 2023-11-01 | 34.1488944605422 |
| 2023-12-01 | 32.3848442060208 |
| 2024-01-01 | 32.9774943247901 |
| 2024-02-01 | 33.2466428498338 |
| 2024-03-01 | 33.2246639332453 |
| 2024-04-01 | 33.9254948808320 |
| 2024-05-01 | 34.1963381356980 |
| 2024-06-01 | 34.5637657530499 |
| 2024-07-01 | 34.5035414932741 |
| 2024-08-01 | 34.7385645003916 |
| 2024-09-01 | 34.6569973026523 |
| 2024-10-01 | 35.2076940390986 |
| 2024-11-01 | 35.3093966435510 |
| 2024-12-01 | 35.1470023046328 |
| 2025-01-01 | 35.4616832482159 |
| 2025-02-01 | 36.5490600035477 |
| 2025-03-01 | 36.9562235134010 |
| 2025-04-01 | 35.5949307262042 |
| 2025-05-01 | 35.4187571937473 |
| 2025-06-01 | 34.7548430002447 |
| 2025-07-01 | 33.9688560193691 |
| 2025-08-01 | 35.0891799606449 |
| 2025-09-01 | 35.8271626822112 |
| 2025-10-01 | 36.2001070807045 |
| 2025-11-01 | 36.6326007027976 |
| 2025-12-01 | 37.3515818059896 |