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 2026-08-01 |
| 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 | 17.6106204219 |
| 1990-02-01 | 18.0581245471 |
| 1990-03-01 | 18.3565830230 |
| 1990-04-01 | 18.0280313231 |
| 1990-05-01 | 18.2083049341 |
| 1990-06-01 | 18.1138801680 |
| 1990-07-01 | 17.5421586692 |
| 1990-08-01 | 17.5934062380 |
| 1990-09-01 | 17.5891666849 |
| 1990-10-01 | 17.5837305315 |
| 1990-11-01 | 17.7450896455 |
| 1990-12-01 | 17.6046877457 |
| 1991-01-01 | 17.7332527026 |
| 1991-02-01 | 17.7235941160 |
| 1991-03-01 | 18.0465428099 |
| 1991-04-01 | 17.7185408245 |
| 1991-05-01 | 17.7483960430 |
| 1991-06-01 | 17.7564910526 |
| 1991-07-01 | 17.7143836169 |
| 1991-08-01 | 17.8532782783 |
| 1991-09-01 | 17.6665398442 |
| 1991-10-01 | 17.7817048809 |
| 1991-11-01 | 17.7286518767 |
| 1991-12-01 | 18.0207021788 |
| 1992-01-01 | 17.9818598820 |
| 1992-02-01 | 18.0780340070 |
| 1992-03-01 | 17.9765015289 |
| 1992-04-01 | 18.2274733065 |
| 1992-05-01 | 18.2469188110 |
| 1992-06-01 | 18.4112770305 |
| 1992-07-01 | 18.5149785049 |
| 1992-08-01 | 18.6309084733 |
| 1992-09-01 | 18.9566691324 |
| 1992-10-01 | 18.8584511694 |
| 1992-11-01 | 18.6201964623 |
| 1992-12-01 | 18.7547864892 |
| 1993-01-01 | 19.0465418708 |
| 1993-02-01 | 19.0163404342 |
| 1993-03-01 | 19.1550118088 |
| 1993-04-01 | 19.1555949667 |
| 1993-05-01 | 19.0193967393 |
| 1993-06-01 | 18.8694357449 |
| 1993-07-01 | 19.0250943798 |
| 1993-08-01 | 18.8406145126 |
| 1993-09-01 | 18.9856993034 |
| 1993-10-01 | 19.4532986183 |
| 1993-11-01 | 19.4002728237 |
| 1993-12-01 | 19.5147463741 |
| 1994-01-01 | 19.5516638403 |
| 1994-02-01 | 19.8726734078 |
| 1994-03-01 | 19.7903182000 |
| 1994-04-01 | 19.9961597579 |
| 1994-05-01 | 19.9644915285 |
| 1994-06-01 | 20.1397808261 |
| 1994-07-01 | 18.3365415754 |
| 1994-08-01 | 18.4059082823 |
| 1994-09-01 | 18.3622429876 |
| 1994-10-01 | 18.1837865539 |
| 1994-11-01 | 18.2519786423 |
| 1994-12-01 | 18.4845378187 |
| 1995-01-01 | 18.1352954946 |
| 1995-02-01 | 18.1401504722 |
| 1995-03-01 | 18.4297184228 |
| 1995-04-01 | 18.2951137982 |
| 1995-05-01 | 18.4293588204 |
| 1995-06-01 | 18.5518017446 |
| 1995-07-01 | 18.7397473994 |
| 1995-08-01 | 18.9947309315 |
| 1995-09-01 | 19.0849940433 |
| 1995-10-01 | 19.0690409245 |
| 1995-11-01 | 19.2274562078 |
| 1995-12-01 | 19.6962905627 |
| 1996-01-01 | 19.3037891035 |
| 1996-02-01 | 19.4719985262 |
| 1996-03-01 | 19.5028200868 |
| 1996-04-01 | 19.3558042791 |
| 1996-05-01 | 19.9155877228 |
| 1996-06-01 | 20.2281079451 |
| 1996-07-01 | 19.9520200228 |
| 1996-08-01 | 19.9603352436 |
| 1996-09-01 | 20.0141483509 |
| 1996-10-01 | 20.0395776007 |
| 1996-11-01 | 20.2216007391 |
| 1996-12-01 | 20.2810295129 |
| 1997-01-01 | 20.5823498381 |
| 1997-02-01 | 20.6807264765 |
| 1997-03-01 | 20.6943127142 |
| 1997-04-01 | 20.4057066261 |
| 1997-05-01 | 21.0064065842 |
| 1997-06-01 | 21.0648963163 |
| 1997-07-01 | 21.0764682770 |
| 1997-08-01 | 21.2258584120 |
| 1997-09-01 | 21.2386129094 |
| 1997-10-01 | 21.2891497424 |
| 1997-11-01 | 21.2471436813 |
| 1997-12-01 | 21.0897101230 |
| 1998-01-01 | 21.1644504539 |
| 1998-02-01 | 20.9501061325 |
| 1998-03-01 | 20.9661787641 |
| 1998-04-01 | 22.0647528689 |
| 1998-05-01 | 21.9070052655 |
| 1998-06-01 | 21.9232651735 |
| 1998-07-01 | 21.9409073983 |
| 1998-08-01 | 21.8626354168 |
| 1998-09-01 | 21.7116748299 |
| 1998-10-01 | 21.8248015423 |
| 1998-11-01 | 21.8605150380 |
| 1998-12-01 | 22.0020038075 |
| 1999-01-01 | 22.1207025761 |
| 1999-02-01 | 21.7774083455 |
| 1999-03-01 | 21.8011487671 |
| 1999-04-01 | 22.7992109793 |
| 1999-05-01 | 22.7242264934 |
| 1999-06-01 | 22.8812261078 |
| 1999-07-01 | 22.9924363768 |
| 1999-08-01 | 22.7537900648 |
| 1999-09-01 | 22.9364508893 |
| 1999-10-01 | 22.8306316426 |
| 1999-11-01 | 22.5751592412 |
| 1999-12-01 | 22.8868565874 |
| 2000-01-01 | 23.2227025928 |
| 2000-02-01 | 23.4212897630 |
| 2000-03-01 | 23.6513147281 |
| 2000-04-01 | 24.2647309897 |
| 2000-05-01 | 24.0310208765 |
| 2000-06-01 | 24.0383071050 |
| 2000-07-01 | 23.5952304229 |
| 2000-08-01 | 23.6239215485 |
| 2000-09-01 | 23.6616767768 |
| 2000-10-01 | 23.7240385731 |
| 2000-11-01 | 23.6797735909 |
| 2000-12-01 | 23.9726154310 |
| 2001-01-01 | 24.2327323016 |
| 2001-02-01 | 24.3888047264 |
| 2001-03-01 | 24.2784748615 |
| 2001-04-01 | 24.2991013618 |
| 2001-05-01 | 24.4078894299 |
| 2001-06-01 | 24.2131932607 |
| 2001-07-01 | 24.3807725989 |
| 2001-08-01 | 24.6665851924 |
| 2001-09-01 | 24.6660155132 |
| 2001-10-01 | 24.7988861498 |
| 2001-11-01 | 24.9705479974 |
| 2001-12-01 | 24.8315931776 |
| 2002-01-01 | 24.5464869215 |
| 2002-02-01 | 24.3197138834 |
| 2002-03-01 | 24.7940053090 |
| 2002-04-01 | 24.8474150164 |
| 2002-05-01 | 24.8986035525 |
| 2002-06-01 | 25.0329408879 |
| 2002-07-01 | 25.2710260915 |
| 2002-08-01 | 25.3533662778 |
| 2002-09-01 | 25.5663107736 |
| 2002-10-01 | 25.3051687657 |
| 2002-11-01 | 25.1209315245 |
| 2002-12-01 | 24.7031087648 |
| 2003-01-01 | 24.8430174282 |
| 2003-02-01 | 25.2925058642 |
| 2003-03-01 | 25.2957731918 |
| 2003-04-01 | 26.0171935552 |
| 2003-05-01 | 26.5409456329 |
| 2003-06-01 | 26.4726716261 |
| 2003-07-01 | 26.4346394093 |
| 2003-08-01 | 26.4094184086 |
| 2003-09-01 | 26.4750880646 |
| 2003-10-01 | 26.4173335283 |
| 2003-11-01 | 26.2856821748 |
| 2003-12-01 | 26.4966210050 |
| 2004-01-01 | 25.5730122692 |
| 2004-02-01 | 26.2546304686 |
| 2004-03-01 | 25.8783690154 |
| 2004-04-01 | 27.1929052325 |
| 2004-05-01 | 27.0459582132 |
| 2004-06-01 | 26.8932466285 |
| 2004-07-01 | 27.0722553946 |
| 2004-08-01 | 26.9588447016 |
| 2004-09-01 | 26.8382667064 |
| 2004-10-01 | 26.9091756862 |
| 2004-11-01 | 26.7564448941 |
| 2004-12-01 | 26.2425206083 |
| 2005-01-01 | 26.0372494917 |
| 2005-02-01 | 26.0024441846 |
| 2005-03-01 | 25.9846546647 |
| 2005-04-01 | 27.8648793651 |
| 2005-05-01 | 27.6105721378 |
| 2005-06-01 | 27.5704561399 |
| 2005-07-01 | 27.5511496941 |
| 2005-08-01 | 27.5338101973 |
| 2005-09-01 | 27.7991121575 |
| 2005-10-01 | 27.8250083289 |
| 2005-11-01 | 28.0690641146 |
| 2005-12-01 | 28.1328302579 |
| 2006-01-01 | 28.0606498150 |
| 2006-02-01 | 27.8714233543 |
| 2006-03-01 | 27.9693993688 |
| 2006-04-01 | 27.9230462675 |
| 2006-05-01 | 27.6843754176 |
| 2006-06-01 | 27.7444528510 |
| 2006-07-01 | 27.5072084025 |
| 2006-08-01 | 27.5959705615 |
| 2006-09-01 | 27.4681632132 |
| 2006-10-01 | 27.2340847956 |
| 2006-11-01 | 27.0953986705 |
| 2006-12-01 | 26.4545789769 |
| 2007-01-01 | 27.1621177254 |
| 2007-02-01 | 27.1484875069 |
| 2007-03-01 | 27.3002777970 |
| 2007-04-01 | 27.3184612042 |
| 2007-05-01 | 28.0629627583 |
| 2007-06-01 | 27.8961158991 |
| 2007-07-01 | 27.8302955005 |
| 2007-08-01 | 27.9455933801 |
| 2007-09-01 | 27.8206023698 |
| 2007-10-01 | 27.8933168852 |
| 2007-11-01 | 27.9276717913 |
| 2007-12-01 | 27.5218766760 |
| 2008-01-01 | 27.1446002263 |
| 2008-02-01 | 27.4734889328 |
| 2008-03-01 | 26.9393876919 |
| 2008-04-01 | 27.3102519611 |
| 2008-05-01 | 27.7191632746 |
| 2008-06-01 | 27.7436808701 |
| 2008-07-01 | 27.5349172907 |
| 2008-08-01 | 27.4837063424 |
| 2008-09-01 | 27.4064367396 |
| 2008-10-01 | 27.2682931853 |
| 2008-11-01 | 27.0039894689 |
| 2008-12-01 | 27.1032497429 |
| 2009-01-01 | 27.4611110398 |
| 2009-02-01 | 26.1306400334 |
| 2009-03-01 | 26.8492112632 |
| 2009-04-01 | 26.2234315729 |
| 2009-05-01 | 26.3329133341 |
| 2009-06-01 | 26.1653266914 |
| 2009-07-01 | 26.2528975032 |
| 2009-08-01 | 26.0077332123 |
| 2009-09-01 | 26.0284596166 |
| 2009-10-01 | 25.8202812087 |
| 2009-11-01 | 25.6516939506 |
| 2009-12-01 | 26.4010337518 |
| 2010-01-01 | 25.9592087431 |
| 2010-02-01 | 26.4372330512 |
| 2010-03-01 | 24.7535489524 |
| 2010-04-01 | 26.3834765158 |
| 2010-05-01 | 25.7169990938 |
| 2010-06-01 | 25.4709165063 |
| 2010-07-01 | 25.7680068043 |
| 2010-08-01 | 25.6909419056 |
| 2010-09-01 | 25.6696142328 |
| 2010-10-01 | 26.3035581505 |
| 2010-11-01 | 26.8051909069 |
| 2010-12-01 | 27.0857996209 |
| 2011-01-01 | 27.4355222385 |
| 2011-02-01 | 26.6561363333 |
| 2011-03-01 | 26.9781646274 |
| 2011-04-01 | 26.7327067266 |
| 2011-05-01 | 26.5223567380 |
| 2011-06-01 | 26.5503025289 |
| 2011-07-01 | 26.6192541261 |
| 2011-08-01 | 26.9097827252 |
| 2011-09-01 | 27.0386297272 |
| 2011-10-01 | 26.7989488072 |
| 2011-11-01 | 26.8422293004 |
| 2011-12-01 | 26.0996802372 |
| 2012-01-01 | 26.3483088254 |
| 2012-02-01 | 25.9765550639 |
| 2012-03-01 | 26.0985146948 |
| 2012-04-01 | 27.5245051323 |
| 2012-05-01 | 26.9490965703 |
| 2012-06-01 | 26.7555274335 |
| 2012-07-01 | 26.5256077372 |
| 2012-08-01 | 26.6177456988 |
| 2012-09-01 | 26.8115866086 |
| 2012-10-01 | 26.7093686914 |
| 2012-11-01 | 26.2799887067 |
| 2012-12-01 | 27.1844426739 |
| 2013-01-01 | 26.2076724060 |
| 2013-02-01 | 28.1172055954 |
| 2013-03-01 | 28.2907311759 |
| 2013-04-01 | 27.0743544378 |
| 2013-05-01 | 27.9859672764 |
| 2013-06-01 | 28.1212150246 |
| 2013-07-01 | 28.1361710587 |
| 2013-08-01 | 28.1450451276 |
| 2013-09-01 | 28.1244866821 |
| 2013-10-01 | 28.2962698345 |
| 2013-11-01 | 28.3591767544 |
| 2013-12-01 | 29.3413256106 |
| 2014-01-01 | 29.6592569790 |
| 2014-02-01 | 29.7704808504 |
| 2014-03-01 | 28.7701869652 |
| 2014-04-01 | 28.4890247582 |
| 2014-05-01 | 29.6017602612 |
| 2014-06-01 | 30.1307017284 |
| 2014-07-01 | 30.2706262448 |
| 2014-08-01 | 30.1147047607 |
| 2014-09-01 | 30.1081928773 |
| 2014-10-01 | 29.9781378695 |
| 2014-11-01 | 30.6051679574 |
| 2014-12-01 | 28.4468211779 |
| 2015-01-01 | 29.8138925994 |
| 2015-02-01 | 30.0444223729 |
| 2015-03-01 | 29.6928462794 |
| 2015-04-01 | 31.2453141230 |
| 2015-05-01 | 31.1319926126 |
| 2015-06-01 | 30.9640219145 |
| 2015-07-01 | 30.8441081881 |
| 2015-08-01 | 30.9021118440 |
| 2015-09-01 | 30.7569832795 |
| 2015-10-01 | 31.1827307602 |
| 2015-11-01 | 31.1423180227 |
| 2015-12-01 | 30.4700921575 |
| 2016-01-01 | 30.1883813775 |
| 2016-02-01 | 30.8945770762 |
| 2016-03-01 | 29.6045496141 |
| 2016-04-01 | 31.5777602403 |
| 2016-05-01 | 31.3594401143 |
| 2016-06-01 | 30.7868381455 |
| 2016-07-01 | 31.1642753647 |
| 2016-08-01 | 31.3123472261 |
| 2016-09-01 | 31.2771958470 |
| 2016-10-01 | 31.0766932080 |
| 2016-11-01 | 30.9665160967 |
| 2016-12-01 | 31.7783496645 |
| 2017-01-01 | 31.8784365952 |
| 2017-02-01 | 30.0907575684 |
| 2017-03-01 | 32.1188181621 |
| 2017-04-01 | 32.2487788186 |
| 2017-05-01 | 31.9633128601 |
| 2017-06-01 | 31.9999881939 |
| 2017-07-01 | 31.7757136373 |
| 2017-08-01 | 31.7191585909 |
| 2017-09-01 | 31.8520820813 |
| 2017-10-01 | 31.8269139250 |
| 2017-11-01 | 31.3694226500 |
| 2017-12-01 | 31.2329931605 |
| 2018-01-01 | 31.9298561656 |
| 2018-02-01 | 31.5722287759 |
| 2018-03-01 | 31.7434696386 |
| 2018-04-01 | 31.4830777509 |
| 2018-05-01 | 32.0946108343 |
| 2018-06-01 | 32.8343042586 |
| 2018-07-01 | 32.5682216139 |
| 2018-08-01 | 32.5081907978 |
| 2018-09-01 | 32.5208291224 |
| 2018-10-01 | 32.4439719038 |
| 2018-11-01 | 32.5477127970 |
| 2018-12-01 | 30.9910387049 |
| 2019-01-01 | 30.6543194950 |
| 2019-02-01 | 33.9954136573 |
| 2019-03-01 | 33.5579023406 |
| 2019-04-01 | 33.4059577666 |
| 2019-05-01 | 33.5457337855 |
| 2019-06-01 | 33.8672479473 |
| 2019-07-01 | 33.6924258840 |
| 2019-08-01 | 33.6641895717 |
| 2019-09-01 | 33.3635248489 |
| 2019-10-01 | 33.2563883175 |
| 2019-11-01 | 32.7761585901 |
| 2019-12-01 | 33.7172309426 |
| 2020-01-01 | 34.0060955081 |
| 2020-02-01 | 34.2091546839 |
| 2020-03-01 | 32.1178225425 |
| 2020-04-01 | 29.1791467127 |
| 2020-05-01 | 31.2502894579 |
| 2020-06-01 | 31.3648695657 |
| 2020-07-01 | 31.4801971114 |
| 2020-08-01 | 31.9134529953 |
| 2020-09-01 | 32.0919765628 |
| 2020-10-01 | 32.4159485191 |
| 2020-11-01 | 32.6132044777 |
| 2020-12-01 | 30.8000908658 |
| 2021-01-01 | 32.1882853305 |
| 2021-02-01 | 31.5037120987 |
| 2021-03-01 | 32.1183975707 |
| 2021-04-01 | 32.9541923569 |
| 2021-05-01 | 32.7263575704 |
| 2021-06-01 | 32.4261127192 |
| 2021-07-01 | 32.6261363216 |
| 2021-08-01 | 32.4335248420 |
| 2021-09-01 | 32.1344525707 |
| 2021-10-01 | 32.8504705126 |
| 2021-11-01 | 33.0854089823 |
| 2021-12-01 | 33.2066556991 |
| 2022-01-01 | 33.3227813481 |
| 2022-02-01 | 33.1400051533 |
| 2022-03-01 | 33.0169581963 |
| 2022-04-01 | 32.5292554424 |
| 2022-05-01 | 33.3952765136 |
| 2022-06-01 | 33.0523494232 |
| 2022-07-01 | 33.6872186261 |
| 2022-08-01 | 33.6044432572 |
| 2022-09-01 | 33.7210925430 |
| 2022-10-01 | 33.7288615551 |
| 2022-11-01 | 33.6291024654 |
| 2022-12-01 | 33.6082717405 |
| 2023-01-01 | 34.2403750270 |
| 2023-02-01 | 34.0499442177 |
| 2023-03-01 | 35.2369848288 |
| 2023-04-01 | 32.8097418668 |
| 2023-05-01 | 34.1473500101 |
| 2023-06-01 | 34.7751165286 |
| 2023-07-01 | 34.3028858030 |
| 2023-08-01 | 34.3245461935 |
| 2023-09-01 | 34.8391864893 |
| 2023-10-01 | 34.0696953956 |
| 2023-11-01 | 34.0115374814 |
| 2023-12-01 | 32.4046636879 |
| 2024-01-01 | 33.5736267078 |
| 2024-02-01 | 33.7597349393 |
| 2024-03-01 | 33.5960706416 |
| 2024-04-01 | 34.0216862425 |
| 2024-05-01 | 34.3608217032 |
| 2024-06-01 | 34.6667695936 |
| 2024-07-01 | 34.4803050213 |
| 2024-08-01 | 34.6803515125 |
| 2024-09-01 | 34.9395505838 |
| 2024-10-01 | 35.1346155418 |
| 2024-11-01 | 35.1101450837 |
| 2024-12-01 | 34.7771203874 |
| 2025-01-01 | 34.7955927786 |
| 2025-02-01 | 35.9235485735 |
| 2025-03-01 | 34.8902723620 |
| 2025-04-01 | 35.1465754082 |
| 2025-05-01 | 35.1713053623 |
| 2025-06-01 | 35.0770419054 |
| 2025-07-01 | 35.1361859612 |
| 2025-08-01 | 35.1387459724 |
| 2025-09-01 | 35.0450941913 |
| 2025-10-01 | 34.9020601442 |
| 2025-11-01 | 35.2677036597 |
| 2025-12-01 | 36.0681984791 |
| 2026-01-01 | 36.0986840271 |
| 2026-02-01 | 36.7034135048 |
| 2026-03-01 | 37.7819025104 |
| 2026-04-01 | 36.9160086329 |
| 2026-05-01 | 36.6505007444 |
| 2026-06-01 | 36.5235636362 |
| 2026-07-01 | 36.6843853785 |
| 2026-08-01 | 36.7859253517 |