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 2026-07-01 |
| Last Updated | 2026-08-21 7:38 PM 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 | 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 | 184.110768538364 |
| 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 | 191.529723184042 |
| 1992-07-01 | 193.189921092228 |
| 1992-08-01 | 193.806399585171 |
| 1992-09-01 | 195.002007715214 |
| 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 | 216.705324416487 |
| 1995-02-01 | 218.613658307317 |
| 1995-03-01 | 220.512532446787 |
| 1995-04-01 | 218.989362783598 |
| 1995-05-01 | 219.949606105824 |
| 1995-06-01 | 220.914351394988 |
| 1995-07-01 | 222.502671756496 |
| 1995-08-01 | 223.657238483558 |
| 1995-09-01 | 224.297302064682 |
| 1995-10-01 | 225.422373021599 |
| 1995-11-01 | 226.526196314513 |
| 1995-12-01 | 228.745823028882 |
| 1996-01-01 | 225.710910452557 |
| 1996-02-01 | 227.509633424797 |
| 1996-03-01 | 228.283229771364 |
| 1996-04-01 | 228.574400469795 |
| 1996-05-01 | 229.315182404931 |
| 1996-06-01 | 229.092521988204 |
| 1996-07-01 | 228.610177709692 |
| 1996-08-01 | 229.276529931452 |
| 1996-09-01 | 230.092517826541 |
| 1996-10-01 | 231.055637327224 |
| 1996-11-01 | 232.068994888853 |
| 1996-12-01 | 232.910900260491 |
| 1997-01-01 | 233.131851440537 |
| 1997-02-01 | 234.759127781432 |
| 1997-03-01 | 235.700688351630 |
| 1997-04-01 | 235.106656133872 |
| 1997-05-01 | 237.512468078302 |
| 1997-06-01 | 238.897132444063 |
| 1997-07-01 | 242.648153380843 |
| 1997-08-01 | 245.014188817753 |
| 1997-09-01 | 245.241025805515 |
| 1997-10-01 | 243.948119987246 |
| 1997-11-01 | 246.574109686835 |
| 1997-12-01 | 247.429184915796 |
| 1998-01-01 | 248.651582006298 |
| 1998-02-01 | 249.086274009374 |
| 1998-03-01 | 249.484962317358 |
| 1998-04-01 | 249.146267167913 |
| 1998-05-01 | 250.077913503408 |
| 1998-06-01 | 251.213355256073 |
| 1998-07-01 | 250.640353496905 |
| 1998-08-01 | 251.390216453548 |
| 1998-09-01 | 250.914281441587 |
| 1998-10-01 | 251.550097442037 |
| 1998-11-01 | 252.826809230573 |
| 1998-12-01 | 253.783597243640 |
| 1999-01-01 | 255.818464218804 |
| 1999-02-01 | 256.280469348749 |
| 1999-03-01 | 257.306685720157 |
| 1999-04-01 | 258.570650239776 |
| 1999-05-01 | 259.162750835225 |
| 1999-06-01 | 259.358331196119 |
| 1999-07-01 | 260.948898689382 |
| 1999-08-01 | 261.719620906519 |
| 1999-09-01 | 260.729422689540 |
| 1999-10-01 | 265.808978394362 |
| 1999-11-01 | 265.449272844237 |
| 1999-12-01 | 266.818141856526 |
| 2000-01-01 | 267.063952114185 |
| 2000-02-01 | 266.519482429067 |
| 2000-03-01 | 268.965674588769 |
| 2000-04-01 | 270.633986220181 |
| 2000-05-01 | 271.024765974293 |
| 2000-06-01 | 273.728053322298 |
| 2000-07-01 | 272.126300068338 |
| 2000-08-01 | 272.319386128496 |
| 2000-09-01 | 272.064795778021 |
| 2000-10-01 | 272.249631108173 |
| 2000-11-01 | 272.195123166181 |
| 2000-12-01 | 270.811700865327 |
| 2001-01-01 | 272.392315157483 |
| 2001-02-01 | 270.325328536383 |
| 2001-03-01 | 269.598954381307 |
| 2001-04-01 | 269.617992319836 |
| 2001-05-01 | 268.319215905917 |
| 2001-06-01 | 267.072651011556 |
| 2001-07-01 | 263.884385537724 |
| 2001-08-01 | 262.534196395407 |
| 2001-09-01 | 260.910556560536 |
| 2001-10-01 | 258.186145345349 |
| 2001-11-01 | 256.547791750263 |
| 2001-12-01 | 255.752594812158 |
| 2002-01-01 | 253.905891290822 |
| 2002-02-01 | 253.081971010301 |
| 2002-03-01 | 252.285447957884 |
| 2002-04-01 | 250.355905983557 |
| 2002-05-01 | 251.085874988567 |
| 2002-06-01 | 251.187224106211 |
| 2002-07-01 | 251.826106418175 |
| 2002-08-01 | 252.081282638911 |
| 2002-09-01 | 251.460615281601 |
| 2002-10-01 | 251.334810606921 |
| 2002-11-01 | 250.894631976452 |
| 2002-12-01 | 249.128200012314 |
| 2003-01-01 | 250.234007311012 |
| 2003-02-01 | 250.391755441521 |
| 2003-03-01 | 249.810724063482 |
| 2003-04-01 | 247.692427590972 |
| 2003-05-01 | 247.496479670270 |
| 2003-06-01 | 246.781592989797 |
| 2003-07-01 | 247.825286467840 |
| 2003-08-01 | 248.034402205024 |
| 2003-09-01 | 249.202477969882 |
| 2003-10-01 | 249.694548529766 |
| 2003-11-01 | 249.748779334721 |
| 2003-12-01 | 250.705150138204 |
| 2004-01-01 | 249.905188709596 |
| 2004-02-01 | 250.716552826928 |
| 2004-03-01 | 251.354118315124 |
| 2004-04-01 | 253.979476853395 |
| 2004-05-01 | 253.867071518342 |
| 2004-06-01 | 254.226510582042 |
| 2004-07-01 | 254.707815670035 |
| 2004-08-01 | 253.503336123664 |
| 2004-09-01 | 253.345687353543 |
| 2004-10-01 | 253.465113922833 |
| 2004-11-01 | 253.333013920841 |
| 2004-12-01 | 253.065069351035 |
| 2005-01-01 | 251.851537621367 |
| 2005-02-01 | 251.968537851306 |
| 2005-03-01 | 253.730594235714 |
| 2005-04-01 | 257.459709952918 |
| 2005-05-01 | 257.822443670106 |
| 2005-06-01 | 258.034698430471 |
| 2005-07-01 | 257.676809541861 |
| 2005-08-01 | 258.804071100167 |
| 2005-09-01 | 261.400598628798 |
| 2005-10-01 | 263.293588238039 |
| 2005-11-01 | 264.301889650137 |
| 2005-12-01 | 264.997641866372 |
| 2006-01-01 | 267.897064944903 |
| 2006-02-01 | 268.161120330544 |
| 2006-03-01 | 269.350963768282 |
| 2006-04-01 | 269.539428309812 |
| 2006-05-01 | 270.451930325055 |
| 2006-06-01 | 272.108910457814 |
| 2006-07-01 | 270.111544142822 |
| 2006-08-01 | 270.605126660936 |
| 2006-09-01 | 270.885862607501 |
| 2006-10-01 | 270.184422532477 |
| 2006-11-01 | 272.219529412909 |
| 2006-12-01 | 272.977726526236 |
| 2007-01-01 | 274.322863087790 |
| 2007-02-01 | 275.233691350633 |
| 2007-03-01 | 277.038305288017 |
| 2007-04-01 | 274.198049575269 |
| 2007-05-01 | 274.313162584013 |
| 2007-06-01 | 275.292883354484 |
| 2007-07-01 | 275.217579683510 |
| 2007-08-01 | 276.552125574773 |
| 2007-09-01 | 274.981057012215 |
| 2007-10-01 | 274.642490623955 |
| 2007-11-01 | 275.421239009215 |
| 2007-12-01 | 275.193205061769 |
| 2008-01-01 | 276.346208754955 |
| 2008-02-01 | 277.276328056287 |
| 2008-03-01 | 277.090354219206 |
| 2008-04-01 | 275.589629636540 |
| 2008-05-01 | 275.692066273622 |
| 2008-06-01 | 275.606304189953 |
| 2008-07-01 | 276.266380866578 |
| 2008-08-01 | 274.936489757499 |
| 2008-09-01 | 275.094288482819 |
| 2008-10-01 | 273.825338503900 |
| 2008-11-01 | 271.184740431926 |
| 2008-12-01 | 269.623508132145 |
| 2009-01-01 | 266.177155162945 |
| 2009-02-01 | 262.416046307260 |
| 2009-03-01 | 260.490123931176 |
| 2009-04-01 | 259.701037180152 |
| 2009-05-01 | 258.765672198293 |
| 2009-06-01 | 257.500572528395 |
| 2009-07-01 | 256.027799836006 |
| 2009-08-01 | 255.994177809305 |
| 2009-09-01 | 254.783100407231 |
| 2009-10-01 | 257.836706699956 |
| 2009-11-01 | 258.771775696101 |
| 2009-12-01 | 260.009093587971 |
| 2010-01-01 | 259.438872868482 |
| 2010-02-01 | 260.851742961206 |
| 2010-03-01 | 260.623439921594 |
| 2010-04-01 | 264.412518572817 |
| 2010-05-01 | 265.464614645341 |
| 2010-06-01 | 266.000466365323 |
| 2010-07-01 | 268.205592468043 |
| 2010-08-01 | 268.392269085211 |
| 2010-09-01 | 267.732804714102 |
| 2010-10-01 | 268.504145944948 |
| 2010-11-01 | 270.134714406031 |
| 2010-12-01 | 270.590934019371 |
| 2011-01-01 | 273.258720623650 |
| 2011-02-01 | 274.119489278425 |
| 2011-03-01 | 275.749722997113 |
| 2011-04-01 | 278.671051130866 |
| 2011-05-01 | 278.988939024314 |
| 2011-06-01 | 279.445171850085 |
| 2011-07-01 | 282.469720249170 |
| 2011-08-01 | 283.817598529391 |
| 2011-09-01 | 285.830528150905 |
| 2011-10-01 | 285.326681813163 |
| 2011-11-01 | 286.315693862401 |
| 2011-12-01 | 287.165854457311 |
| 2012-01-01 | 287.193553564302 |
| 2012-02-01 | 287.540581995267 |
| 2012-03-01 | 288.637539174519 |
| 2012-04-01 | 286.722155875662 |
| 2012-05-01 | 286.934054696915 |
| 2012-06-01 | 287.201969109398 |
| 2012-07-01 | 286.910368354495 |
| 2012-08-01 | 287.639327039317 |
| 2012-09-01 | 288.714686188814 |
| 2012-10-01 | 288.800721151717 |
| 2012-11-01 | 289.067507430018 |
| 2012-12-01 | 289.622915888497 |
| 2013-01-01 | 291.207281616788 |
| 2013-02-01 | 293.702966232374 |
| 2013-03-01 | 294.148506712084 |
| 2013-04-01 | 290.812310182448 |
| 2013-05-01 | 291.990992247709 |
| 2013-06-01 | 293.306628777090 |
| 2013-07-01 | 292.403892731711 |
| 2013-08-01 | 292.920077662199 |
| 2013-09-01 | 293.433225071914 |
| 2013-10-01 | 294.737067732496 |
| 2013-11-01 | 294.029003553184 |
| 2013-12-01 | 294.651700460868 |
| 2014-01-01 | 293.339391493072 |
| 2014-02-01 | 293.534049500105 |
| 2014-03-01 | 293.958926096666 |
| 2014-04-01 | 292.504069501267 |
| 2014-05-01 | 294.906347753476 |
| 2014-06-01 | 295.330237177475 |
| 2014-07-01 | 296.383932031589 |
| 2014-08-01 | 296.765637677569 |
| 2014-09-01 | 297.130038739765 |
| 2014-10-01 | 297.314632190524 |
| 2014-11-01 | 300.101677537009 |
| 2014-12-01 | 297.953741136498 |
| 2015-01-01 | 297.783598527336 |
| 2015-02-01 | 297.968234695147 |
| 2015-03-01 | 298.801414015481 |
| 2015-04-01 | 300.538343437258 |
| 2015-05-01 | 302.016518088881 |
| 2015-06-01 | 300.516444732134 |
| 2015-07-01 | 299.908816665518 |
| 2015-08-01 | 299.791391409224 |
| 2015-09-01 | 298.292082282145 |
| 2015-10-01 | 299.303044982957 |
| 2015-11-01 | 300.241526385242 |
| 2015-12-01 | 300.119070004628 |
| 2016-01-01 | 301.186606394185 |
| 2016-02-01 | 302.578399941002 |
| 2016-03-01 | 301.819974789426 |
| 2016-04-01 | 303.535933561787 |
| 2016-05-01 | 302.865965526580 |
| 2016-06-01 | 302.302864756618 |
| 2016-07-01 | 303.998532917426 |
| 2016-08-01 | 303.960724875176 |
| 2016-09-01 | 304.887418648589 |
| 2016-10-01 | 304.616646901464 |
| 2016-11-01 | 304.348837781243 |
| 2016-12-01 | 305.961145322496 |
| 2017-01-01 | 305.849526536311 |
| 2017-02-01 | 304.491525345658 |
| 2017-03-01 | 307.881016670737 |
| 2017-04-01 | 305.780588874121 |
| 2017-05-01 | 305.685854323197 |
| 2017-06-01 | 306.428602923499 |
| 2017-07-01 | 305.259531775216 |
| 2017-08-01 | 305.462725058378 |
| 2017-09-01 | 306.257574988500 |
| 2017-10-01 | 305.653696855218 |
| 2017-11-01 | 306.548714068725 |
| 2017-12-01 | 306.504785385438 |
| 2018-01-01 | 309.580172888809 |
| 2018-02-01 | 309.137944574468 |
| 2018-03-01 | 308.095649250506 |
| 2018-04-01 | 306.480004092746 |
| 2018-05-01 | 307.712224754745 |
| 2018-06-01 | 308.094882119929 |
| 2018-07-01 | 309.088575685331 |
| 2018-08-01 | 309.493480783499 |
| 2018-09-01 | 309.886087760516 |
| 2018-10-01 | 310.625002968224 |
| 2018-11-01 | 310.512519471333 |
| 2018-12-01 | 309.713519185731 |
| 2019-01-01 | 307.353517401042 |
| 2019-02-01 | 309.413980413282 |
| 2019-03-01 | 310.264612100203 |
| 2019-04-01 | 310.535648207741 |
| 2019-05-01 | 311.167313403687 |
| 2019-06-01 | 311.278493256487 |
| 2019-07-01 | 310.751681319395 |
| 2019-08-01 | 310.970854592246 |
| 2019-09-01 | 309.247364326887 |
| 2019-10-01 | 309.056043781784 |
| 2019-11-01 | 308.984522373288 |
| 2019-12-01 | 309.401019955456 |
| 2020-01-01 | 309.532723537598 |
| 2020-02-01 | 310.726270905770 |
| 2020-03-01 | 308.223866664623 |
| 2020-04-01 | 279.463224181153 |
| 2020-05-01 | 278.888941057096 |
| 2020-06-01 | 281.377053031104 |
| 2020-07-01 | 283.660915199232 |
| 2020-08-01 | 285.809607421338 |
| 2020-09-01 | 285.370836448434 |
| 2020-10-01 | 289.975030566977 |
| 2020-11-01 | 292.830436682841 |
| 2020-12-01 | 292.894095417896 |
| 2021-01-01 | 294.552602231170 |
| 2021-02-01 | 295.219740479935 |
| 2021-03-01 | 297.593082469302 |
| 2021-04-01 | 297.145212037361 |
| 2021-05-01 | 297.900320440362 |
| 2021-06-01 | 297.348752915087 |
| 2021-07-01 | 297.683403223410 |
| 2021-08-01 | 297.703711711844 |
| 2021-09-01 | 295.081742427137 |
| 2021-10-01 | 301.085801277977 |
| 2021-11-01 | 302.006408542577 |
| 2021-12-01 | 304.440380564145 |
| 2022-01-01 | 303.981641309788 |
| 2022-02-01 | 305.637296516451 |
| 2022-03-01 | 305.016394357916 |
| 2022-04-01 | 306.232286170359 |
| 2022-05-01 | 306.124744848282 |
| 2022-06-01 | 305.801190334224 |
| 2022-07-01 | 306.876224598370 |
| 2022-08-01 | 306.662945617954 |
| 2022-09-01 | 306.606043461233 |
| 2022-10-01 | 306.444864129580 |
| 2022-11-01 | 306.002955901392 |
| 2022-12-01 | 305.357236025262 |
| 2023-01-01 | 306.724040227149 |
| 2023-02-01 | 305.371849710276 |
| 2023-03-01 | 306.461479936958 |
| 2023-04-01 | 303.906069530965 |
| 2023-05-01 | 303.400439959824 |
| 2023-06-01 | 303.180141085906 |
| 2023-07-01 | 301.190146111193 |
| 2023-08-01 | 300.007674742674 |
| 2023-09-01 | 299.255146471290 |
| 2023-10-01 | 297.211828980039 |
| 2023-11-01 | 295.816620744763 |
| 2023-12-01 | 293.703423362521 |
| 2024-01-01 | 293.554070279805 |
| 2024-02-01 | 293.112800448355 |
| 2024-03-01 | 293.191889474101 |
| 2024-04-01 | 292.917526276302 |
| 2024-05-01 | 293.055080317574 |
| 2024-06-01 | 293.946296132518 |
| 2024-07-01 | 290.023823080093 |
| 2024-08-01 | 289.913528960087 |
| 2024-09-01 | 289.774133671582 |
| 2024-10-01 | 289.744238239223 |
| 2024-11-01 | 289.852542812495 |
| 2024-12-01 | 289.942612827802 |
| 2025-01-01 | 288.561096275912 |
| 2025-02-01 | 288.331040491803 |
| 2025-03-01 | 287.083016009798 |
| 2025-04-01 | 287.687784706646 |
| 2025-05-01 | 286.042039921673 |
| 2025-06-01 | 284.238535024085 |
| 2025-07-01 | 284.138892061450 |
| 2025-08-01 | 284.870415706283 |
| 2025-09-01 | 283.765526843981 |
| 2025-10-01 | 280.298106793577 |
| 2025-11-01 | 279.342555482901 |
| 2025-12-01 | 279.867060851135 |
| 2026-01-01 | 279.764561963407 |
| 2026-02-01 | 280.560121766730 |
| 2026-03-01 | 281.768027149073 |
| 2026-04-01 | 281.874889124330 |
| 2026-05-01 | 282.864832204263 |
| 2026-06-01 | 285.823082795931 |
| 2026-07-01 | 287.092529980653 |