Table Data - All Employees: Professional and Business Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA)
| Title | All Employees: Professional and Business Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA) |
|---|---|
| Series ID | MINN427PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2025-11-01 |
| Last Updated | 2026-01-07 9:48 PM 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 | 186.470139329719 |
| 1990-02-01 | 187.846288911211 |
| 1990-03-01 | 187.431754026957 |
| 1990-04-01 | 184.579723517809 |
| 1990-05-01 | 185.995178020545 |
| 1990-06-01 | 186.030894693722 |
| 1990-07-01 | 184.110768538365 |
| 1990-08-01 | 185.009759941105 |
| 1990-09-01 | 184.404478517678 |
| 1990-10-01 | 185.833606084515 |
| 1990-11-01 | 186.202251345640 |
| 1990-12-01 | 185.025240237901 |
| 1991-01-01 | 184.174483004200 |
| 1991-02-01 | 183.276075241983 |
| 1991-03-01 | 183.500751684356 |
| 1991-04-01 | 182.931051497640 |
| 1991-05-01 | 183.756083141905 |
| 1991-06-01 | 184.434887559475 |
| 1991-07-01 | 185.303704201387 |
| 1991-08-01 | 185.887009110663 |
| 1991-09-01 | 186.467468189563 |
| 1991-10-01 | 185.708555361021 |
| 1991-11-01 | 186.865688922138 |
| 1991-12-01 | 186.660477288120 |
| 1992-01-01 | 187.738161868920 |
| 1992-02-01 | 188.456922397687 |
| 1992-03-01 | 189.402812964562 |
| 1992-04-01 | 190.955352218465 |
| 1992-05-01 | 191.422758472017 |
| 1992-06-01 | 191.529723184041 |
| 1992-07-01 | 193.189921092228 |
| 1992-08-01 | 193.806399585171 |
| 1992-09-01 | 195.002007715215 |
| 1992-10-01 | 195.512914043787 |
| 1992-11-01 | 195.645868974782 |
| 1992-12-01 | 196.359263250102 |
| 1993-01-01 | 196.899664465498 |
| 1993-02-01 | 197.128359680518 |
| 1993-03-01 | 197.271223880847 |
| 1993-04-01 | 198.691559074460 |
| 1993-05-01 | 199.086303777970 |
| 1993-06-01 | 199.849667791909 |
| 1993-07-01 | 199.921459302076 |
| 1993-08-01 | 200.566979551200 |
| 1993-09-01 | 201.306697638065 |
| 1993-10-01 | 203.550381242292 |
| 1993-11-01 | 204.608272761055 |
| 1993-12-01 | 206.321243995958 |
| 1994-01-01 | 207.255129732327 |
| 1994-02-01 | 208.477291523887 |
| 1994-03-01 | 210.316786490394 |
| 1994-04-01 | 210.854931409906 |
| 1994-05-01 | 211.637257963291 |
| 1994-06-01 | 213.242452121868 |
| 1994-07-01 | 210.989120445458 |
| 1994-08-01 | 212.900692988493 |
| 1994-09-01 | 213.662098569343 |
| 1994-10-01 | 211.095937891190 |
| 1994-11-01 | 213.995572168974 |
| 1994-12-01 | 214.965192460062 |
| 1995-01-01 | 216.705324416486 |
| 1995-02-01 | 218.613658307317 |
| 1995-03-01 | 220.512532446787 |
| 1995-04-01 | 218.989362783598 |
| 1995-05-01 | 219.949606105825 |
| 1995-06-01 | 220.914351394988 |
| 1995-07-01 | 222.502671756496 |
| 1995-08-01 | 223.657238483558 |
| 1995-09-01 | 224.297302064681 |
| 1995-10-01 | 225.422373021599 |
| 1995-11-01 | 226.526196314513 |
| 1995-12-01 | 228.745823028883 |
| 1996-01-01 | 225.710910452558 |
| 1996-02-01 | 227.509633424797 |
| 1996-03-01 | 228.283229771364 |
| 1996-04-01 | 228.574400469796 |
| 1996-05-01 | 229.315182404931 |
| 1996-06-01 | 229.092521988204 |
| 1996-07-01 | 228.610177709690 |
| 1996-08-01 | 229.276529931450 |
| 1996-09-01 | 230.092517826539 |
| 1996-10-01 | 231.055637327223 |
| 1996-11-01 | 232.068994888856 |
| 1996-12-01 | 232.910900260497 |
| 1997-01-01 | 233.131851440543 |
| 1997-02-01 | 234.759127781434 |
| 1997-03-01 | 235.700688351627 |
| 1997-04-01 | 235.106656133866 |
| 1997-05-01 | 237.512468078297 |
| 1997-06-01 | 238.897132444060 |
| 1997-07-01 | 242.648153380840 |
| 1997-08-01 | 245.014188817750 |
| 1997-09-01 | 245.241025805513 |
| 1997-10-01 | 243.948119987248 |
| 1997-11-01 | 246.574109686841 |
| 1997-12-01 | 247.429184915810 |
| 1998-01-01 | 248.651582006334 |
| 1998-02-01 | 249.086274009371 |
| 1998-03-01 | 249.484962317339 |
| 1998-04-01 | 249.146267167886 |
| 1998-05-01 | 250.077913503388 |
| 1998-06-01 | 251.213355256068 |
| 1998-07-01 | 250.640353496912 |
| 1998-08-01 | 251.390216453555 |
| 1998-09-01 | 250.914281441587 |
| 1998-10-01 | 251.550097442039 |
| 1998-11-01 | 252.826809230578 |
| 1998-12-01 | 253.783597243636 |
| 1999-01-01 | 255.818464218853 |
| 1999-02-01 | 256.280469348768 |
| 1999-03-01 | 257.306685720205 |
| 1999-04-01 | 258.570650239619 |
| 1999-05-01 | 259.162750835301 |
| 1999-06-01 | 259.358331196170 |
| 1999-07-01 | 260.948898689379 |
| 1999-08-01 | 261.719620906454 |
| 1999-09-01 | 260.729422689420 |
| 1999-10-01 | 265.808978394225 |
| 1999-11-01 | 265.449272844187 |
| 1999-12-01 | 266.818141856584 |
| 2000-01-01 | 267.063952114497 |
| 2000-02-01 | 266.519482429379 |
| 2000-03-01 | 268.965674589021 |
| 2000-04-01 | 270.633986219790 |
| 2000-05-01 | 271.024765974264 |
| 2000-06-01 | 273.728053322245 |
| 2000-07-01 | 272.126300068281 |
| 2000-08-01 | 272.319386128358 |
| 2000-09-01 | 272.064795777716 |
| 2000-10-01 | 272.249631107663 |
| 2000-11-01 | 272.195123165891 |
| 2000-12-01 | 270.811700865520 |
| 2001-01-01 | 272.392315158307 |
| 2001-02-01 | 270.325328537212 |
| 2001-03-01 | 269.598954381681 |
| 2001-04-01 | 269.617992320119 |
| 2001-05-01 | 268.319215905446 |
| 2001-06-01 | 267.072651011837 |
| 2001-07-01 | 263.884385538404 |
| 2001-08-01 | 262.534196395272 |
| 2001-09-01 | 260.910556559027 |
| 2001-10-01 | 258.186145342815 |
| 2001-11-01 | 256.547791747970 |
| 2001-12-01 | 255.752594811116 |
| 2002-01-01 | 253.905891293202 |
| 2002-02-01 | 253.081971015705 |
| 2002-03-01 | 252.285447958936 |
| 2002-04-01 | 250.355905986658 |
| 2002-05-01 | 251.085874983797 |
| 2002-06-01 | 251.187224108498 |
| 2002-07-01 | 251.826106419898 |
| 2002-08-01 | 252.081282641065 |
| 2002-09-01 | 251.460615276349 |
| 2002-10-01 | 251.334810599835 |
| 2002-11-01 | 250.894631970811 |
| 2002-12-01 | 249.128200011893 |
| 2003-01-01 | 250.234007319737 |
| 2003-02-01 | 250.391755455633 |
| 2003-03-01 | 249.810724064785 |
| 2003-04-01 | 247.692427589647 |
| 2003-05-01 | 247.496479644000 |
| 2003-06-01 | 246.781592958874 |
| 2003-07-01 | 247.825286455093 |
| 2003-08-01 | 248.034402223313 |
| 2003-09-01 | 249.202478011121 |
| 2003-10-01 | 249.694548559693 |
| 2003-11-01 | 249.748779429874 |
| 2003-12-01 | 250.705150191789 |
| 2004-01-01 | 249.905188688147 |
| 2004-02-01 | 250.716552734991 |
| 2004-03-01 | 251.354118195140 |
| 2004-04-01 | 253.979476711215 |
| 2004-05-01 | 253.867071344779 |
| 2004-06-01 | 254.226510434643 |
| 2004-07-01 | 254.707815658384 |
| 2004-08-01 | 253.503336333743 |
| 2004-09-01 | 253.345687808364 |
| 2004-10-01 | 253.465114526770 |
| 2004-11-01 | 253.333014609184 |
| 2004-12-01 | 253.065069554953 |
| 2005-01-01 | 251.851537044659 |
| 2005-02-01 | 251.968536561205 |
| 2005-03-01 | 253.730592390722 |
| 2005-04-01 | 257.459708437041 |
| 2005-05-01 | 257.822443412335 |
| 2005-06-01 | 258.034699901025 |
| 2005-07-01 | 257.676812479264 |
| 2005-08-01 | 258.804074476401 |
| 2005-09-01 | 261.400601118870 |
| 2005-10-01 | 263.293588633228 |
| 2005-11-01 | 264.301888002078 |
| 2005-12-01 | 264.997637136296 |
| 2006-01-01 | 267.897059131447 |
| 2006-02-01 | 268.161113493697 |
| 2006-03-01 | 269.350961030997 |
| 2006-04-01 | 269.539431090487 |
| 2006-05-01 | 270.451936945514 |
| 2006-06-01 | 272.108919558246 |
| 2006-07-01 | 270.111553574539 |
| 2006-08-01 | 270.605133796695 |
| 2006-09-01 | 270.885869005022 |
| 2006-10-01 | 270.184416220909 |
| 2006-11-01 | 272.219516675833 |
| 2006-12-01 | 272.977706049398 |
| 2007-01-01 | 274.322842201639 |
| 2007-02-01 | 275.233675584903 |
| 2007-03-01 | 277.038309840375 |
| 2007-04-01 | 274.198070487233 |
| 2007-05-01 | 274.313183457689 |
| 2007-06-01 | 275.292896786686 |
| 2007-07-01 | 275.217647061884 |
| 2007-08-01 | 276.552129881016 |
| 2007-09-01 | 274.981064876654 |
| 2007-10-01 | 274.642462405247 |
| 2007-11-01 | 275.421183363122 |
| 2007-12-01 | 275.193126552351 |
| 2008-01-01 | 276.346131046734 |
| 2008-02-01 | 277.276273393087 |
| 2008-03-01 | 277.090345227057 |
| 2008-04-01 | 275.589904855706 |
| 2008-05-01 | 275.692083683246 |
| 2008-06-01 | 275.606346532576 |
| 2008-07-01 | 276.266491354583 |
| 2008-08-01 | 274.936478935480 |
| 2008-09-01 | 275.094275522923 |
| 2008-10-01 | 273.825253646673 |
| 2008-11-01 | 271.184598730659 |
| 2008-12-01 | 269.623290003963 |
| 2009-01-01 | 266.176946120034 |
| 2009-02-01 | 262.415945365492 |
| 2009-03-01 | 260.490238720091 |
| 2009-04-01 | 259.701649749846 |
| 2009-05-01 | 258.765782050262 |
| 2009-06-01 | 257.500670275939 |
| 2009-07-01 | 256.027910977408 |
| 2009-08-01 | 255.994119043747 |
| 2009-09-01 | 254.783081491489 |
| 2009-10-01 | 257.836534326386 |
| 2009-11-01 | 258.771436102756 |
| 2009-12-01 | 260.008659689271 |
| 2010-01-01 | 259.438421232116 |
| 2010-02-01 | 260.851327268134 |
| 2010-03-01 | 260.623240288283 |
| 2010-04-01 | 264.415080109472 |
| 2010-05-01 | 265.464679359836 |
| 2010-06-01 | 266.000583985560 |
| 2010-07-01 | 268.205643363658 |
| 2010-08-01 | 268.392074598990 |
| 2010-09-01 | 267.732598493111 |
| 2010-10-01 | 268.503720023087 |
| 2010-11-01 | 270.134028488721 |
| 2010-12-01 | 270.590126569850 |
| 2011-01-01 | 273.257802639106 |
| 2011-02-01 | 274.118547759014 |
| 2011-03-01 | 275.749131730628 |
| 2011-04-01 | 278.676875960815 |
| 2011-05-01 | 278.989124512989 |
| 2011-06-01 | 279.445357509389 |
| 2011-07-01 | 282.469617546763 |
| 2011-08-01 | 283.817012023821 |
| 2011-09-01 | 285.829863312900 |
| 2011-10-01 | 285.325964219520 |
| 2011-11-01 | 286.314832962494 |
| 2011-12-01 | 287.164394767796 |
| 2012-01-01 | 287.191890064707 |
| 2012-02-01 | 287.538692268740 |
| 2012-03-01 | 288.635937813095 |
| 2012-04-01 | 286.730701748825 |
| 2012-05-01 | 286.937684291870 |
| 2012-06-01 | 287.201549422370 |
| 2012-07-01 | 286.909911166514 |
| 2012-08-01 | 287.638893560524 |
| 2012-09-01 | 288.711512194085 |
| 2012-10-01 | 288.800444424075 |
| 2012-11-01 | 289.067026394155 |
| 2012-12-01 | 289.621000327621 |
| 2013-01-01 | 291.204465924432 |
| 2013-02-01 | 293.699428499033 |
| 2013-03-01 | 294.145191745539 |
| 2013-04-01 | 290.824735706768 |
| 2013-05-01 | 291.998108984235 |
| 2013-06-01 | 293.305675948789 |
| 2013-07-01 | 292.402958697621 |
| 2013-08-01 | 292.919725187778 |
| 2013-09-01 | 293.427506904867 |
| 2013-10-01 | 294.737151778490 |
| 2013-11-01 | 294.029267038060 |
| 2013-12-01 | 294.650842578689 |
| 2014-01-01 | 293.338385979290 |
| 2014-02-01 | 293.521841910412 |
| 2014-03-01 | 293.954752646017 |
| 2014-04-01 | 292.520765239669 |
| 2014-05-01 | 294.917368773433 |
| 2014-06-01 | 295.328690829837 |
| 2014-07-01 | 296.382856213779 |
| 2014-08-01 | 296.765765018120 |
| 2014-09-01 | 297.122035244098 |
| 2014-10-01 | 297.315628605710 |
| 2014-11-01 | 300.103043629084 |
| 2014-12-01 | 297.954087988932 |
| 2015-01-01 | 297.784626980513 |
| 2015-02-01 | 297.945482848274 |
| 2015-03-01 | 298.795229219668 |
| 2015-04-01 | 300.560939566151 |
| 2015-05-01 | 302.028643385536 |
| 2015-06-01 | 300.516000480005 |
| 2015-07-01 | 299.908689856870 |
| 2015-08-01 | 299.792073736479 |
| 2015-09-01 | 298.284450460180 |
| 2015-10-01 | 299.304713420257 |
| 2015-11-01 | 300.242933410849 |
| 2015-12-01 | 300.118092569070 |
| 2016-01-01 | 301.193638694005 |
| 2016-02-01 | 302.542162305480 |
| 2016-03-01 | 301.811395079944 |
| 2016-04-01 | 303.560835890899 |
| 2016-05-01 | 302.881586870132 |
| 2016-06-01 | 302.305147030599 |
| 2016-07-01 | 303.999740596905 |
| 2016-08-01 | 303.961833191516 |
| 2016-09-01 | 304.879861306026 |
| 2016-10-01 | 304.618307209415 |
| 2016-11-01 | 304.350206873492 |
| 2016-12-01 | 305.961634766611 |
| 2017-01-01 | 305.868715391051 |
| 2017-02-01 | 304.426969431359 |
| 2017-03-01 | 307.873428615229 |
| 2017-04-01 | 305.805266963038 |
| 2017-05-01 | 305.717056456120 |
| 2017-06-01 | 306.429570678121 |
| 2017-07-01 | 305.259088779934 |
| 2017-08-01 | 305.461406721161 |
| 2017-09-01 | 306.252905025849 |
| 2017-10-01 | 305.660041334817 |
| 2017-11-01 | 306.536330401405 |
| 2017-12-01 | 306.517771242996 |
| 2018-01-01 | 309.617431786489 |
| 2018-02-01 | 309.045376551063 |
| 2018-03-01 | 308.085144935022 |
| 2018-04-01 | 306.498851504133 |
| 2018-05-01 | 307.760673194227 |
| 2018-06-01 | 308.093614455570 |
| 2018-07-01 | 309.084104970058 |
| 2018-08-01 | 309.489685849125 |
| 2018-09-01 | 309.883843057825 |
| 2018-10-01 | 310.628005000810 |
| 2018-11-01 | 310.471147135418 |
| 2018-12-01 | 309.800518487147 |
| 2019-01-01 | 307.380689818825 |
| 2019-02-01 | 309.300466715080 |
| 2019-03-01 | 310.243831414132 |
| 2019-04-01 | 310.544955129840 |
| 2019-05-01 | 311.229016633979 |
| 2019-06-01 | 311.273668219375 |
| 2019-07-01 | 310.740498327607 |
| 2019-08-01 | 310.955253223415 |
| 2019-09-01 | 309.242177228840 |
| 2019-10-01 | 309.060547896332 |
| 2019-11-01 | 308.923846700528 |
| 2019-12-01 | 309.573166183930 |
| 2020-01-01 | 309.561857890745 |
| 2020-02-01 | 310.641196473576 |
| 2020-03-01 | 308.112589575505 |
| 2020-04-01 | 279.475129148946 |
| 2020-05-01 | 278.955131308867 |
| 2020-06-01 | 281.372059165068 |
| 2020-07-01 | 283.637331233953 |
| 2020-08-01 | 285.779246780231 |
| 2020-09-01 | 285.356166470229 |
| 2020-10-01 | 289.973539982542 |
| 2020-11-01 | 292.775374730259 |
| 2020-12-01 | 293.164413783617 |
| 2021-01-01 | 294.581981043403 |
| 2021-02-01 | 295.159844414754 |
| 2021-03-01 | 297.379366799730 |
| 2021-04-01 | 297.164171636817 |
| 2021-05-01 | 297.981339736439 |
| 2021-06-01 | 297.352728019363 |
| 2021-07-01 | 297.636892156793 |
| 2021-08-01 | 297.637732414475 |
| 2021-09-01 | 295.063626665724 |
| 2021-10-01 | 301.028252121824 |
| 2021-11-01 | 301.985193155023 |
| 2021-12-01 | 304.916462279365 |
| 2022-01-01 | 303.996600832144 |
| 2022-02-01 | 305.615192438657 |
| 2022-03-01 | 304.630707976997 |
| 2022-04-01 | 306.253694683212 |
| 2022-05-01 | 306.187667603823 |
| 2022-06-01 | 305.768079924940 |
| 2022-07-01 | 306.900249399685 |
| 2022-08-01 | 306.594878818655 |
| 2022-09-01 | 306.550779661943 |
| 2022-10-01 | 306.290069444542 |
| 2022-11-01 | 306.069167193178 |
| 2022-12-01 | 306.057575887543 |
| 2023-01-01 | 306.682219688336 |
| 2023-02-01 | 305.350878675272 |
| 2023-03-01 | 305.981677925249 |
| 2023-04-01 | 303.848591088312 |
| 2023-05-01 | 303.252973438216 |
| 2023-06-01 | 303.065096590397 |
| 2023-07-01 | 301.284114609120 |
| 2023-08-01 | 299.747993371297 |
| 2023-09-01 | 298.884236514731 |
| 2023-10-01 | 296.665491393118 |
| 2023-11-01 | 295.678228563949 |
| 2023-12-01 | 294.260888725240 |
| 2024-01-01 | 293.024792916979 |
| 2024-02-01 | 292.673660341685 |
| 2024-03-01 | 292.115971709365 |
| 2024-04-01 | 291.770195595011 |
| 2024-05-01 | 292.167802601072 |
| 2024-06-01 | 290.689046916256 |
| 2024-07-01 | 290.169651841543 |
| 2024-08-01 | 289.983222412619 |
| 2024-09-01 | 289.479809876292 |
| 2024-10-01 | 290.118718533265 |
| 2024-11-01 | 289.694637260999 |
| 2024-12-01 | 288.772615196871 |
| 2025-01-01 | 288.441441149332 |
| 2025-02-01 | 290.263067890526 |
| 2025-03-01 | 290.695420194707 |
| 2025-04-01 | 291.456117578594 |
| 2025-05-01 | 291.576751469116 |
| 2025-06-01 | 291.800606835751 |
| 2025-07-01 | 288.569121414562 |
| 2025-08-01 | 292.662492739541 |
| 2025-09-01 | 291.531855275592 |
| 2025-10-01 | 289.903620338007 |
| 2025-11-01 | 289.437790130635 |