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 2025-09-01 |
| Last Updated | 2025-12-12 1:51 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 | 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 | 185.025240237900 |
| 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 | 219.949606105825 |
| 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 | 228.745823028883 |
| 1996-01-01 | 225.710910452557 |
| 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 | 228.610177709691 |
| 1996-08-01 | 229.276529931451 |
| 1996-09-01 | 230.092517826540 |
| 1996-10-01 | 231.055637327223 |
| 1996-11-01 | 232.068994888854 |
| 1996-12-01 | 232.910900260494 |
| 1997-01-01 | 233.131851440539 |
| 1997-02-01 | 234.759127781433 |
| 1997-03-01 | 235.700688351629 |
| 1997-04-01 | 235.106656133870 |
| 1997-05-01 | 237.512468078300 |
| 1997-06-01 | 238.897132444061 |
| 1997-07-01 | 242.648153380842 |
| 1997-08-01 | 245.014188817751 |
| 1997-09-01 | 245.241025805514 |
| 1997-10-01 | 243.948119987246 |
| 1997-11-01 | 246.574109686837 |
| 1997-12-01 | 247.429184915802 |
| 1998-01-01 | 248.651582006315 |
| 1998-02-01 | 249.086274009373 |
| 1998-03-01 | 249.484962317350 |
| 1998-04-01 | 249.146267167901 |
| 1998-05-01 | 250.077913503400 |
| 1998-06-01 | 251.213355256072 |
| 1998-07-01 | 250.640353496910 |
| 1998-08-01 | 251.390216453553 |
| 1998-09-01 | 250.914281441588 |
| 1998-10-01 | 251.550097442036 |
| 1998-11-01 | 252.826809230572 |
| 1998-12-01 | 253.783597243634 |
| 1999-01-01 | 255.818464218824 |
| 1999-02-01 | 256.280469348756 |
| 1999-03-01 | 257.306685720178 |
| 1999-04-01 | 258.570650239705 |
| 1999-05-01 | 259.162750835248 |
| 1999-06-01 | 259.358331196133 |
| 1999-07-01 | 260.948898689387 |
| 1999-08-01 | 261.719620906520 |
| 1999-09-01 | 260.729422689537 |
| 1999-10-01 | 265.808978394355 |
| 1999-11-01 | 265.449272844227 |
| 1999-12-01 | 266.818141856486 |
| 2000-01-01 | 267.063952114215 |
| 2000-02-01 | 266.519482429100 |
| 2000-03-01 | 268.965674588842 |
| 2000-04-01 | 270.633986220051 |
| 2000-05-01 | 271.024765974342 |
| 2000-06-01 | 273.728053322310 |
| 2000-07-01 | 272.126300068329 |
| 2000-08-01 | 272.319386128485 |
| 2000-09-01 | 272.064795778021 |
| 2000-10-01 | 272.249631108139 |
| 2000-11-01 | 272.195123166145 |
| 2000-12-01 | 270.811700865326 |
| 2001-01-01 | 272.392315157632 |
| 2001-02-01 | 270.325328536497 |
| 2001-03-01 | 269.598954381289 |
| 2001-04-01 | 269.617992320193 |
| 2001-05-01 | 268.319215905502 |
| 2001-06-01 | 267.072651011066 |
| 2001-07-01 | 263.884385537405 |
| 2001-08-01 | 262.534196395413 |
| 2001-09-01 | 260.910556560813 |
| 2001-10-01 | 258.186145345702 |
| 2001-11-01 | 256.547791750627 |
| 2001-12-01 | 255.752594812453 |
| 2002-01-01 | 253.905891291023 |
| 2002-02-01 | 253.081971010425 |
| 2002-03-01 | 252.285447957797 |
| 2002-04-01 | 250.355905984143 |
| 2002-05-01 | 251.085874986611 |
| 2002-06-01 | 251.187224104932 |
| 2002-07-01 | 251.826106417164 |
| 2002-08-01 | 252.081282639453 |
| 2002-09-01 | 251.460615282592 |
| 2002-10-01 | 251.334810608393 |
| 2002-11-01 | 250.894631977770 |
| 2002-12-01 | 249.128200013040 |
| 2003-01-01 | 250.234007310958 |
| 2003-02-01 | 250.391755441183 |
| 2003-03-01 | 249.810724063294 |
| 2003-04-01 | 247.692427592184 |
| 2003-05-01 | 247.496479667797 |
| 2003-06-01 | 246.781592986991 |
| 2003-07-01 | 247.825286466715 |
| 2003-08-01 | 248.034402203844 |
| 2003-09-01 | 249.202477966752 |
| 2003-10-01 | 249.694548537562 |
| 2003-11-01 | 249.748779332402 |
| 2003-12-01 | 250.705150140902 |
| 2004-01-01 | 249.905188716855 |
| 2004-02-01 | 250.716552835219 |
| 2004-03-01 | 251.354118314815 |
| 2004-04-01 | 253.979476852286 |
| 2004-05-01 | 253.867071504083 |
| 2004-06-01 | 254.226510562443 |
| 2004-07-01 | 254.707815658751 |
| 2004-08-01 | 253.503336120640 |
| 2004-09-01 | 253.345687355265 |
| 2004-10-01 | 253.465113947951 |
| 2004-11-01 | 253.333013933516 |
| 2004-12-01 | 253.065069374484 |
| 2005-01-01 | 251.851537641667 |
| 2005-02-01 | 251.968537855506 |
| 2005-03-01 | 253.730594217069 |
| 2005-04-01 | 257.459709936986 |
| 2005-05-01 | 257.822443639887 |
| 2005-06-01 | 258.034698412690 |
| 2005-07-01 | 257.676809572129 |
| 2005-08-01 | 258.804071131535 |
| 2005-09-01 | 261.400598606487 |
| 2005-10-01 | 263.293588172864 |
| 2005-11-01 | 264.301889527231 |
| 2005-12-01 | 264.997641690451 |
| 2006-01-01 | 267.897064853639 |
| 2006-02-01 | 268.161120794932 |
| 2006-03-01 | 269.350964190221 |
| 2006-04-01 | 269.539428649720 |
| 2006-05-01 | 270.451930310206 |
| 2006-06-01 | 272.108910092452 |
| 2006-07-01 | 270.111543696311 |
| 2006-08-01 | 270.605126336590 |
| 2006-09-01 | 270.885862852847 |
| 2006-10-01 | 270.184422303116 |
| 2006-11-01 | 272.219528962434 |
| 2006-12-01 | 272.977725872271 |
| 2007-01-01 | 274.322862961899 |
| 2007-02-01 | 275.233693194302 |
| 2007-03-01 | 277.038305825589 |
| 2007-04-01 | 274.198051281119 |
| 2007-05-01 | 274.313162798091 |
| 2007-06-01 | 275.292882370937 |
| 2007-07-01 | 275.217577472481 |
| 2007-08-01 | 276.552125898824 |
| 2007-09-01 | 274.981059001350 |
| 2007-10-01 | 274.642490566334 |
| 2007-11-01 | 275.421236729158 |
| 2007-12-01 | 275.193201222310 |
| 2008-01-01 | 276.346205159864 |
| 2008-02-01 | 277.276327557884 |
| 2008-03-01 | 277.090352942781 |
| 2008-04-01 | 275.589650682188 |
| 2008-05-01 | 275.692070717850 |
| 2008-06-01 | 275.606291736529 |
| 2008-07-01 | 276.266382027329 |
| 2008-08-01 | 274.936494313077 |
| 2008-09-01 | 275.094292846250 |
| 2008-10-01 | 273.825336143896 |
| 2008-11-01 | 271.184730839324 |
| 2008-12-01 | 269.623487833680 |
| 2009-01-01 | 266.177135285182 |
| 2009-02-01 | 262.416041654411 |
| 2009-03-01 | 260.490131612600 |
| 2009-04-01 | 259.701095024818 |
| 2009-05-01 | 258.765696908259 |
| 2009-06-01 | 257.500555638705 |
| 2009-07-01 | 256.027799120690 |
| 2009-08-01 | 255.994180391990 |
| 2009-09-01 | 254.783106383973 |
| 2009-10-01 | 257.836694977051 |
| 2009-11-01 | 258.771745260300 |
| 2009-12-01 | 260.009047801779 |
| 2010-01-01 | 259.438831674212 |
| 2010-02-01 | 260.851688261572 |
| 2010-03-01 | 260.623430736632 |
| 2010-04-01 | 264.412769631745 |
| 2010-05-01 | 265.464650690817 |
| 2010-06-01 | 266.000437928140 |
| 2010-07-01 | 268.205595055434 |
| 2010-08-01 | 268.392276855591 |
| 2010-09-01 | 267.732813235334 |
| 2010-10-01 | 268.504102742416 |
| 2010-11-01 | 270.134617027138 |
| 2010-12-01 | 270.590807389127 |
| 2011-01-01 | 273.258601525919 |
| 2011-02-01 | 274.119332193172 |
| 2011-03-01 | 275.749652079199 |
| 2011-04-01 | 278.671906798041 |
| 2011-05-01 | 278.988920964552 |
| 2011-06-01 | 279.445074033271 |
| 2011-07-01 | 282.469676688909 |
| 2011-08-01 | 283.817605863025 |
| 2011-09-01 | 285.830571185832 |
| 2011-10-01 | 285.326689283447 |
| 2011-11-01 | 286.315611543515 |
| 2011-12-01 | 287.165562663259 |
| 2012-01-01 | 287.193160494817 |
| 2012-02-01 | 287.540126475882 |
| 2012-03-01 | 288.637317964666 |
| 2012-04-01 | 286.723677547289 |
| 2012-05-01 | 286.934166154234 |
| 2012-06-01 | 287.201870678637 |
| 2012-07-01 | 286.910301627614 |
| 2012-08-01 | 287.639398017713 |
| 2012-09-01 | 288.715064656302 |
| 2012-10-01 | 288.800925366445 |
| 2012-11-01 | 289.067436040688 |
| 2012-12-01 | 289.622267211932 |
| 2013-01-01 | 291.206110433453 |
| 2013-02-01 | 293.701493408338 |
| 2013-03-01 | 294.147384187644 |
| 2013-04-01 | 290.816560986314 |
| 2013-05-01 | 291.991001772760 |
| 2013-06-01 | 293.306496411782 |
| 2013-07-01 | 292.403726728241 |
| 2013-08-01 | 292.920219026206 |
| 2013-09-01 | 293.434012491322 |
| 2013-10-01 | 294.737404149388 |
| 2013-11-01 | 294.028985428661 |
| 2013-12-01 | 294.651165748675 |
| 2014-01-01 | 293.338731796711 |
| 2014-02-01 | 293.527646036668 |
| 2014-03-01 | 293.957215709163 |
| 2014-04-01 | 292.512105614888 |
| 2014-05-01 | 294.906930891755 |
| 2014-06-01 | 295.330161712568 |
| 2014-07-01 | 296.383804869079 |
| 2014-08-01 | 296.766062407756 |
| 2014-09-01 | 297.131351431089 |
| 2014-10-01 | 297.315267216451 |
| 2014-11-01 | 300.102032328243 |
| 2014-12-01 | 297.953949378349 |
| 2015-01-01 | 297.780463615778 |
| 2015-02-01 | 297.955619074957 |
| 2015-03-01 | 298.797027241055 |
| 2015-04-01 | 300.555852219822 |
| 2015-05-01 | 302.016647809285 |
| 2015-06-01 | 300.516843475956 |
| 2015-07-01 | 299.909513202390 |
| 2015-08-01 | 299.792546074813 |
| 2015-09-01 | 298.293879564943 |
| 2015-10-01 | 299.303862126660 |
| 2015-11-01 | 300.241083033395 |
| 2015-12-01 | 300.117062060355 |
| 2016-01-01 | 301.185631387225 |
| 2016-02-01 | 302.556481762830 |
| 2016-03-01 | 301.812309538395 |
| 2016-04-01 | 303.561271534379 |
| 2016-05-01 | 302.868116122017 |
| 2016-06-01 | 302.305177076895 |
| 2016-07-01 | 304.000542660969 |
| 2016-08-01 | 303.962430206049 |
| 2016-09-01 | 304.889418896875 |
| 2016-10-01 | 304.617057346757 |
| 2016-11-01 | 304.347617233375 |
| 2016-12-01 | 305.958983616051 |
| 2017-01-01 | 305.854567037262 |
| 2017-02-01 | 304.450246194309 |
| 2017-03-01 | 307.868506930183 |
| 2017-04-01 | 305.815414880543 |
| 2017-05-01 | 305.697367473992 |
| 2017-06-01 | 306.430772554276 |
| 2017-07-01 | 305.260519766275 |
| 2017-08-01 | 305.462291037262 |
| 2017-09-01 | 306.262859859669 |
| 2017-10-01 | 305.658337485722 |
| 2017-11-01 | 306.534092533957 |
| 2017-12-01 | 306.511802760514 |
| 2018-01-01 | 309.599618542866 |
| 2018-02-01 | 309.077004199066 |
| 2018-03-01 | 308.074487294381 |
| 2018-04-01 | 306.514325721870 |
| 2018-05-01 | 307.735654257368 |
| 2018-06-01 | 308.096425145998 |
| 2018-07-01 | 309.085765421773 |
| 2018-08-01 | 309.490055350562 |
| 2018-09-01 | 309.899476129566 |
| 2018-10-01 | 310.625376605791 |
| 2018-11-01 | 310.470095357664 |
| 2018-12-01 | 309.790068784682 |
| 2019-01-01 | 307.361876112722 |
| 2019-02-01 | 309.333255360508 |
| 2019-03-01 | 310.228923099330 |
| 2019-04-01 | 310.566036621087 |
| 2019-05-01 | 311.198637226403 |
| 2019-06-01 | 311.278306835605 |
| 2019-07-01 | 310.742825678957 |
| 2019-08-01 | 310.955902127127 |
| 2019-09-01 | 309.264244019308 |
| 2019-10-01 | 309.057651353099 |
| 2019-11-01 | 308.924124494513 |
| 2019-12-01 | 309.557961873650 |
| 2020-01-01 | 309.545769065025 |
| 2020-02-01 | 310.661702001766 |
| 2020-03-01 | 308.098435720184 |
| 2020-04-01 | 279.489770108108 |
| 2020-05-01 | 278.928328260886 |
| 2020-06-01 | 281.379900064756 |
| 2020-07-01 | 283.646449494574 |
| 2020-08-01 | 285.787780364698 |
| 2020-09-01 | 285.387783854234 |
| 2020-10-01 | 289.972271486330 |
| 2020-11-01 | 292.772333830804 |
| 2020-12-01 | 293.139364480772 |
| 2021-01-01 | 294.560140529771 |
| 2021-02-01 | 295.158990692531 |
| 2021-03-01 | 297.358139151970 |
| 2021-04-01 | 297.169789489578 |
| 2021-05-01 | 297.953794957628 |
| 2021-06-01 | 297.374862616200 |
| 2021-07-01 | 297.671886968106 |
| 2021-08-01 | 297.675480079360 |
| 2021-09-01 | 295.116861065980 |
| 2021-10-01 | 301.031187896086 |
| 2021-11-01 | 301.968507329537 |
| 2021-12-01 | 304.861411100264 |
| 2022-01-01 | 303.953112149876 |
| 2022-02-01 | 305.575788778087 |
| 2022-03-01 | 304.589056543846 |
| 2022-04-01 | 306.229945220188 |
| 2022-05-01 | 306.170707990350 |
| 2022-06-01 | 305.821995546252 |
| 2022-07-01 | 306.995529690942 |
| 2022-08-01 | 306.649052211122 |
| 2022-09-01 | 306.748630428648 |
| 2022-10-01 | 306.257088073628 |
| 2022-11-01 | 305.984459956736 |
| 2022-12-01 | 305.958246297087 |
| 2023-01-01 | 306.599174590531 |
| 2023-02-01 | 305.255963234245 |
| 2023-03-01 | 305.906955290560 |
| 2023-04-01 | 303.801317789784 |
| 2023-05-01 | 303.250776963476 |
| 2023-06-01 | 303.160411360039 |
| 2023-07-01 | 301.455885664992 |
| 2023-08-01 | 299.837431689867 |
| 2023-09-01 | 299.234125167832 |
| 2023-10-01 | 296.588230129958 |
| 2023-11-01 | 295.513828181477 |
| 2023-12-01 | 294.116998423631 |
| 2024-01-01 | 292.902337218584 |
| 2024-02-01 | 292.527862730079 |
| 2024-03-01 | 292.011301551234 |
| 2024-04-01 | 291.700632078808 |
| 2024-05-01 | 292.181035667283 |
| 2024-06-01 | 290.822581354012 |
| 2024-07-01 | 290.413479343228 |
| 2024-08-01 | 290.095280484220 |
| 2024-09-01 | 289.997503484127 |
| 2024-10-01 | 289.983944911643 |
| 2024-11-01 | 289.438197945442 |
| 2024-12-01 | 288.590941570027 |
| 2025-01-01 | 288.280095339780 |
| 2025-02-01 | 290.078716400784 |
| 2025-03-01 | 290.559980720560 |
| 2025-04-01 | 291.376852280677 |
| 2025-05-01 | 291.595598657123 |
| 2025-06-01 | 291.966839417482 |
| 2025-07-01 | 288.869276428918 |
| 2025-08-01 | 292.814092395655 |
| 2025-09-01 | 292.149934273813 |