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 2026-06-01 |
| Last Updated | 2026-07-22 9:38 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 | 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 | 216.705324416487 |
| 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 | 233.131851440536 |
| 1997-02-01 | 234.759127781432 |
| 1997-03-01 | 235.700688351630 |
| 1997-04-01 | 235.106656133873 |
| 1997-05-01 | 237.512468078303 |
| 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 | 247.429184915795 |
| 1998-01-01 | 248.651582006296 |
| 1998-02-01 | 249.086274009374 |
| 1998-03-01 | 249.484962317359 |
| 1998-04-01 | 249.146267167914 |
| 1998-05-01 | 250.077913503409 |
| 1998-06-01 | 251.213355256073 |
| 1998-07-01 | 250.640353496905 |
| 1998-08-01 | 251.390216453547 |
| 1998-09-01 | 250.914281441587 |
| 1998-10-01 | 251.550097442037 |
| 1998-11-01 | 252.826809230573 |
| 1998-12-01 | 253.783597243640 |
| 1999-01-01 | 255.818464218801 |
| 1999-02-01 | 256.280469348748 |
| 1999-03-01 | 257.306685720155 |
| 1999-04-01 | 258.570650239784 |
| 1999-05-01 | 259.162750835222 |
| 1999-06-01 | 259.358331196117 |
| 1999-07-01 | 260.948898689381 |
| 1999-08-01 | 261.719620906521 |
| 1999-09-01 | 260.729422689542 |
| 1999-10-01 | 265.808978394365 |
| 1999-11-01 | 265.449272844238 |
| 1999-12-01 | 266.818141856527 |
| 2000-01-01 | 267.063952114177 |
| 2000-02-01 | 266.519482429058 |
| 2000-03-01 | 268.965674588760 |
| 2000-04-01 | 270.633986220199 |
| 2000-05-01 | 271.024765974291 |
| 2000-06-01 | 273.728053322299 |
| 2000-07-01 | 272.126300068340 |
| 2000-08-01 | 272.319386128499 |
| 2000-09-01 | 272.064795778026 |
| 2000-10-01 | 272.249631108183 |
| 2000-11-01 | 272.195123166186 |
| 2000-12-01 | 270.811700865320 |
| 2001-01-01 | 272.392315157453 |
| 2001-02-01 | 270.325328536358 |
| 2001-03-01 | 269.598954381303 |
| 2001-04-01 | 269.617992319815 |
| 2001-05-01 | 268.319215905962 |
| 2001-06-01 | 267.072651011595 |
| 2001-07-01 | 263.884385537740 |
| 2001-08-01 | 262.534196395407 |
| 2001-09-01 | 260.910556560534 |
| 2001-10-01 | 258.186145345355 |
| 2001-11-01 | 256.547791750262 |
| 2001-12-01 | 255.752594812144 |
| 2002-01-01 | 253.905891290758 |
| 2002-02-01 | 253.081971010205 |
| 2002-03-01 | 252.285447957878 |
| 2002-04-01 | 250.355905983485 |
| 2002-05-01 | 251.085874988830 |
| 2002-06-01 | 251.187224106277 |
| 2002-07-01 | 251.826106418228 |
| 2002-08-01 | 252.081282638819 |
| 2002-09-01 | 251.460615281598 |
| 2002-10-01 | 251.334810606913 |
| 2002-11-01 | 250.894631976452 |
| 2002-12-01 | 249.128200012321 |
| 2003-01-01 | 250.234007310959 |
| 2003-02-01 | 250.391755441392 |
| 2003-03-01 | 249.810724063446 |
| 2003-04-01 | 247.692427590685 |
| 2003-05-01 | 247.496479670388 |
| 2003-06-01 | 246.781592989727 |
| 2003-07-01 | 247.825286467640 |
| 2003-08-01 | 248.034402205000 |
| 2003-09-01 | 249.202477970550 |
| 2003-10-01 | 249.694548530698 |
| 2003-11-01 | 249.748779335901 |
| 2003-12-01 | 250.705150138414 |
| 2004-01-01 | 249.905188708337 |
| 2004-02-01 | 250.716552824721 |
| 2004-03-01 | 251.354118313484 |
| 2004-04-01 | 253.979476852525 |
| 2004-05-01 | 253.867071519598 |
| 2004-06-01 | 254.226510583916 |
| 2004-07-01 | 254.707815671061 |
| 2004-08-01 | 253.503336124041 |
| 2004-09-01 | 253.345687354206 |
| 2004-10-01 | 253.465113923896 |
| 2004-11-01 | 253.333013921799 |
| 2004-12-01 | 253.065069349815 |
| 2005-01-01 | 251.851537618170 |
| 2005-02-01 | 251.968537848101 |
| 2005-03-01 | 253.730594235460 |
| 2005-04-01 | 257.459709954604 |
| 2005-05-01 | 257.822443673527 |
| 2005-06-01 | 258.034698430478 |
| 2005-07-01 | 257.676809534195 |
| 2005-08-01 | 258.804071092127 |
| 2005-09-01 | 261.400598629512 |
| 2005-10-01 | 263.293588249402 |
| 2005-11-01 | 264.301889667378 |
| 2005-12-01 | 264.997641893763 |
| 2006-01-01 | 267.897064970334 |
| 2006-02-01 | 268.161120283147 |
| 2006-03-01 | 269.350963718459 |
| 2006-04-01 | 269.539428289928 |
| 2006-05-01 | 270.451930318336 |
| 2006-06-01 | 272.108910466113 |
| 2006-07-01 | 270.111544154743 |
| 2006-08-01 | 270.605126673764 |
| 2006-09-01 | 270.885862579222 |
| 2006-10-01 | 270.184422577255 |
| 2006-11-01 | 272.219529489182 |
| 2006-12-01 | 272.977726630756 |
| 2007-01-01 | 274.322863147450 |
| 2007-02-01 | 275.233691171945 |
| 2007-03-01 | 277.038305213104 |
| 2007-04-01 | 274.198049406510 |
| 2007-05-01 | 274.313162532719 |
| 2007-06-01 | 275.292883423668 |
| 2007-07-01 | 275.217579735906 |
| 2007-08-01 | 276.552125603884 |
| 2007-09-01 | 274.981056884268 |
| 2007-10-01 | 274.642490696219 |
| 2007-11-01 | 275.421239252270 |
| 2007-12-01 | 275.193205378519 |
| 2008-01-01 | 276.346209033353 |
| 2008-02-01 | 277.276328033896 |
| 2008-03-01 | 277.090354402696 |
| 2008-04-01 | 275.589627729122 |
| 2008-05-01 | 275.692066107592 |
| 2008-06-01 | 275.606305173107 |
| 2008-07-01 | 276.266380689082 |
| 2008-08-01 | 274.936489611013 |
| 2008-09-01 | 275.094288254337 |
| 2008-10-01 | 273.825338712287 |
| 2008-11-01 | 271.184741000786 |
| 2008-12-01 | 269.623509221275 |
| 2009-01-01 | 266.177156315804 |
| 2009-02-01 | 262.416046743968 |
| 2009-03-01 | 260.490123538909 |
| 2009-04-01 | 259.701033006239 |
| 2009-05-01 | 258.765671234372 |
| 2009-06-01 | 257.500574024362 |
| 2009-07-01 | 256.027799636702 |
| 2009-08-01 | 255.994177750553 |
| 2009-09-01 | 254.783100083335 |
| 2009-10-01 | 257.836707312822 |
| 2009-11-01 | 258.771777221665 |
| 2009-12-01 | 260.009095738142 |
| 2010-01-01 | 259.438874841656 |
| 2010-02-01 | 260.851746073784 |
| 2010-03-01 | 260.623441190468 |
| 2010-04-01 | 264.412504210525 |
| 2010-05-01 | 265.464613469841 |
| 2010-06-01 | 266.000468922636 |
| 2010-07-01 | 268.205592073833 |
| 2010-08-01 | 268.392268654468 |
| 2010-09-01 | 267.732804165412 |
| 2010-10-01 | 268.504147776485 |
| 2010-11-01 | 270.134718644873 |
| 2010-12-01 | 270.590939353213 |
| 2011-01-01 | 273.258725635762 |
| 2011-02-01 | 274.119497306231 |
| 2011-03-01 | 275.749728061644 |
| 2011-04-01 | 278.671010665269 |
| 2011-05-01 | 278.988940454767 |
| 2011-06-01 | 279.445177405040 |
| 2011-07-01 | 282.469721623968 |
| 2011-08-01 | 283.817597848766 |
| 2011-09-01 | 285.830525763827 |
| 2011-10-01 | 285.326681147192 |
| 2011-11-01 | 286.315699705450 |
| 2011-12-01 | 287.165864943155 |
| 2012-01-01 | 287.193567750519 |
| 2012-02-01 | 287.540601740911 |
| 2012-03-01 | 288.637552453013 |
| 2012-04-01 | 286.722088024980 |
| 2012-05-01 | 286.934050423910 |
| 2012-06-01 | 287.201975727225 |
| 2012-07-01 | 286.910372139022 |
| 2012-08-01 | 287.639326759207 |
| 2012-09-01 | 288.714666801742 |
| 2012-10-01 | 288.800716483499 |
| 2012-11-01 | 289.067515178300 |
| 2012-12-01 | 289.622935517326 |
| 2013-01-01 | 291.207319401726 |
| 2013-02-01 | 293.703020262118 |
| 2013-03-01 | 294.148553069714 |
| 2013-04-01 | 290.812150333841 |
| 2013-05-01 | 291.990992003982 |
| 2013-06-01 | 293.306637496148 |
| 2013-07-01 | 292.403901278161 |
| 2013-08-01 | 292.920078088570 |
| 2013-09-01 | 293.433185271906 |
| 2013-10-01 | 294.737059090108 |
| 2013-11-01 | 294.029012360952 |
| 2013-12-01 | 294.651715526037 |
| 2014-01-01 | 293.339409793852 |
| 2014-02-01 | 293.534247376219 |
| 2014-03-01 | 293.959030492931 |
| 2014-04-01 | 292.503776546319 |
| 2014-05-01 | 294.906320315060 |
| 2014-06-01 | 295.330237456724 |
| 2014-07-01 | 296.383936741818 |
| 2014-08-01 | 296.765629452139 |
| 2014-09-01 | 297.129969705885 |
| 2014-10-01 | 297.314620990838 |
| 2014-11-01 | 300.101696479920 |
| 2014-12-01 | 297.953766216971 |
| 2015-01-01 | 297.783635402068 |
| 2015-02-01 | 297.968648081160 |
| 2015-03-01 | 298.801665216232 |
| 2015-04-01 | 300.537708076324 |
| 2015-05-01 | 302.016493454400 |
| 2015-06-01 | 300.516403307629 |
| 2015-07-01 | 299.908750864584 |
| 2015-08-01 | 299.791324849777 |
| 2015-09-01 | 298.292000455161 |
| 2015-10-01 | 299.303078765208 |
| 2015-11-01 | 300.241647073425 |
| 2015-12-01 | 300.119223460639 |
| 2016-01-01 | 301.186656458280 |
| 2016-02-01 | 302.579041884183 |
| 2016-03-01 | 301.820324306952 |
| 2016-04-01 | 303.534997340755 |
| 2016-05-01 | 302.865863942017 |
| 2016-06-01 | 302.302699576642 |
| 2016-07-01 | 303.998279088066 |
| 2016-08-01 | 303.960457979617 |
| 2016-09-01 | 304.887243634976 |
| 2016-10-01 | 304.616797353699 |
| 2016-11-01 | 304.349301971541 |
| 2016-12-01 | 305.961706289795 |
| 2017-01-01 | 305.849829860892 |
| 2017-02-01 | 304.492289111946 |
| 2017-03-01 | 307.881661673360 |
| 2017-04-01 | 305.778728303090 |
| 2017-05-01 | 305.685884428606 |
| 2017-06-01 | 306.428026047883 |
| 2017-07-01 | 305.258895482474 |
| 2017-08-01 | 305.461999755586 |
| 2017-09-01 | 306.257223622786 |
| 2017-10-01 | 305.653937241892 |
| 2017-11-01 | 306.550662054623 |
| 2017-12-01 | 306.506003587177 |
| 2018-01-01 | 309.581126162025 |
| 2018-02-01 | 309.139243310254 |
| 2018-03-01 | 308.094195747354 |
| 2018-04-01 | 306.477743491445 |
| 2018-05-01 | 307.712487159291 |
| 2018-06-01 | 308.093841972729 |
| 2018-07-01 | 309.087468645147 |
| 2018-08-01 | 309.492525608517 |
| 2018-09-01 | 309.885372893955 |
| 2018-10-01 | 310.625296597193 |
| 2018-11-01 | 310.515584261359 |
| 2018-12-01 | 309.718606660352 |
| 2019-01-01 | 307.353779529918 |
| 2019-02-01 | 309.414897471458 |
| 2019-03-01 | 310.259756947776 |
| 2019-04-01 | 310.532566834436 |
| 2019-05-01 | 311.168184472754 |
| 2019-06-01 | 311.277842266176 |
| 2019-07-01 | 310.750759822187 |
| 2019-08-01 | 310.969587448344 |
| 2019-09-01 | 309.246198454053 |
| 2019-10-01 | 309.056640317429 |
| 2019-11-01 | 308.988766623192 |
| 2019-12-01 | 309.410245614370 |
| 2020-01-01 | 309.533003766392 |
| 2020-02-01 | 310.727590007663 |
| 2020-03-01 | 308.207658736039 |
| 2020-04-01 | 279.461882363634 |
| 2020-05-01 | 278.891641589107 |
| 2020-06-01 | 281.378330114438 |
| 2020-07-01 | 283.661054810284 |
| 2020-08-01 | 285.808815158605 |
| 2020-09-01 | 285.369424375560 |
| 2020-10-01 | 289.976034946105 |
| 2020-11-01 | 292.834698575835 |
| 2020-12-01 | 292.909952485026 |
| 2021-01-01 | 294.550293365318 |
| 2021-02-01 | 295.217915465998 |
| 2021-03-01 | 297.564289560064 |
| 2021-04-01 | 297.139339722121 |
| 2021-05-01 | 297.908225309060 |
| 2021-06-01 | 297.367372286124 |
| 2021-07-01 | 297.681033025068 |
| 2021-08-01 | 297.700639105712 |
| 2021-09-01 | 295.078082093017 |
| 2021-10-01 | 301.086485018405 |
| 2021-11-01 | 302.012450965232 |
| 2021-12-01 | 304.462880982654 |
| 2022-01-01 | 303.979067966869 |
| 2022-02-01 | 305.632360010248 |
| 2022-03-01 | 304.974067795852 |
| 2022-04-01 | 306.206866680666 |
| 2022-05-01 | 306.142893965888 |
| 2022-06-01 | 305.847515163765 |
| 2022-07-01 | 306.875062563652 |
| 2022-08-01 | 306.656568914755 |
| 2022-09-01 | 306.593507238491 |
| 2022-10-01 | 306.439045394517 |
| 2022-11-01 | 306.024797795209 |
| 2022-12-01 | 305.383104645149 |
| 2023-01-01 | 306.718466620814 |
| 2023-02-01 | 305.362234538744 |
| 2023-03-01 | 306.411137854218 |
| 2023-04-01 | 303.845277693998 |
| 2023-05-01 | 303.410137752932 |
| 2023-06-01 | 303.303759140869 |
| 2023-07-01 | 301.183977514576 |
| 2023-08-01 | 299.988406212172 |
| 2023-09-01 | 299.228415344672 |
| 2023-10-01 | 297.199905628095 |
| 2023-11-01 | 295.853137138050 |
| 2023-12-01 | 293.727005243541 |
| 2024-01-01 | 293.550303903362 |
| 2024-02-01 | 293.096209387551 |
| 2024-03-01 | 293.130710486112 |
| 2024-04-01 | 292.823863545142 |
| 2024-05-01 | 293.056048847720 |
| 2024-06-01 | 294.129289016764 |
| 2024-07-01 | 290.053980549915 |
| 2024-08-01 | 289.878818566975 |
| 2024-09-01 | 289.729460374645 |
| 2024-10-01 | 289.722173022825 |
| 2024-11-01 | 289.903308563702 |
| 2024-12-01 | 289.960716830095 |
| 2025-01-01 | 288.554348087225 |
| 2025-02-01 | 288.303674609939 |
| 2025-03-01 | 287.011965309063 |
| 2025-04-01 | 287.562850010040 |
| 2025-05-01 | 286.026009811195 |
| 2025-06-01 | 284.483615002020 |
| 2025-07-01 | 284.218106974757 |
| 2025-08-01 | 284.816288413907 |
| 2025-09-01 | 283.704066280651 |
| 2025-10-01 | 280.268434842261 |
| 2025-11-01 | 279.394465062957 |
| 2025-12-01 | 279.877668087451 |
| 2026-01-01 | 279.755762547559 |
| 2026-02-01 | 280.519990679993 |
| 2026-03-01 | 281.685007282916 |
| 2026-04-01 | 281.725003043277 |
| 2026-05-01 | 282.839393874142 |
| 2026-06-01 | 286.883666991949 |