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 2026-05-01 |
| Last Updated | 2026-06-24 9:56 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 | 195.002007715214 |
| 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 | 219.949606105825 |
| 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 | 228.610177709691 |
| 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 | 233.131851440542 |
| 1997-02-01 | 234.759127781434 |
| 1997-03-01 | 235.700688351627 |
| 1997-04-01 | 235.106656133867 |
| 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 | 247.429184915809 |
| 1998-01-01 | 248.651582006331 |
| 1998-02-01 | 249.086274009371 |
| 1998-03-01 | 249.484962317341 |
| 1998-04-01 | 249.146267167889 |
| 1998-05-01 | 250.077913503390 |
| 1998-06-01 | 251.213355256068 |
| 1998-07-01 | 250.640353496910 |
| 1998-08-01 | 251.390216453553 |
| 1998-09-01 | 250.914281441586 |
| 1998-10-01 | 251.550097442040 |
| 1998-11-01 | 252.826809230580 |
| 1998-12-01 | 253.783597243639 |
| 1999-01-01 | 255.818464218852 |
| 1999-02-01 | 256.280469348767 |
| 1999-03-01 | 257.306685720201 |
| 1999-04-01 | 258.570650239631 |
| 1999-05-01 | 259.162750835299 |
| 1999-06-01 | 259.358331196170 |
| 1999-07-01 | 260.948898689374 |
| 1999-08-01 | 261.719620906440 |
| 1999-09-01 | 260.729422689399 |
| 1999-10-01 | 265.808978394206 |
| 1999-11-01 | 265.449272844189 |
| 1999-12-01 | 266.818141856624 |
| 2000-01-01 | 267.063952114545 |
| 2000-02-01 | 266.519482429418 |
| 2000-03-01 | 268.965674589017 |
| 2000-04-01 | 270.633986219784 |
| 2000-05-01 | 271.024765974215 |
| 2000-06-01 | 273.728053322219 |
| 2000-07-01 | 272.126300068273 |
| 2000-08-01 | 272.319386128340 |
| 2000-09-01 | 272.064795777666 |
| 2000-10-01 | 272.249631107605 |
| 2000-11-01 | 272.195123165883 |
| 2000-12-01 | 270.811700865581 |
| 2001-01-01 | 272.392315158405 |
| 2001-02-01 | 270.325328537313 |
| 2001-03-01 | 269.598954381743 |
| 2001-04-01 | 269.617992319878 |
| 2001-05-01 | 268.319215905535 |
| 2001-06-01 | 267.072651012094 |
| 2001-07-01 | 263.884385538662 |
| 2001-08-01 | 262.534196395261 |
| 2001-09-01 | 260.910556558678 |
| 2001-10-01 | 258.186145342278 |
| 2001-11-01 | 256.547791747492 |
| 2001-12-01 | 255.752594810863 |
| 2002-01-01 | 253.905891293571 |
| 2002-02-01 | 253.081971016518 |
| 2002-03-01 | 252.285447959111 |
| 2002-04-01 | 250.355905986645 |
| 2002-05-01 | 251.085874983750 |
| 2002-06-01 | 251.187224109515 |
| 2002-07-01 | 251.826106420693 |
| 2002-08-01 | 252.081282641250 |
| 2002-09-01 | 251.460615275058 |
| 2002-10-01 | 251.334810597952 |
| 2002-11-01 | 250.894631969042 |
| 2002-12-01 | 249.128200010846 |
| 2003-01-01 | 250.234007320325 |
| 2003-02-01 | 250.391755457382 |
| 2003-03-01 | 249.810724065416 |
| 2003-04-01 | 247.692427591074 |
| 2003-05-01 | 247.496479646260 |
| 2003-06-01 | 246.781592963379 |
| 2003-07-01 | 247.825286458709 |
| 2003-08-01 | 248.034402225025 |
| 2003-09-01 | 249.202478008261 |
| 2003-10-01 | 249.694548539434 |
| 2003-11-01 | 249.748779420471 |
| 2003-12-01 | 250.705150185838 |
| 2004-01-01 | 249.905188691530 |
| 2004-02-01 | 250.716552747093 |
| 2004-03-01 | 251.354118213278 |
| 2004-04-01 | 253.979476723120 |
| 2004-05-01 | 253.867071353146 |
| 2004-06-01 | 254.226510443557 |
| 2004-07-01 | 254.707815663627 |
| 2004-08-01 | 253.503336331392 |
| 2004-09-01 | 253.345687791328 |
| 2004-10-01 | 253.465114468099 |
| 2004-11-01 | 253.333014567235 |
| 2004-12-01 | 253.065069530017 |
| 2005-01-01 | 251.851537060291 |
| 2005-02-01 | 251.968536614881 |
| 2005-03-01 | 253.730592466834 |
| 2005-04-01 | 257.459708488775 |
| 2005-05-01 | 257.822443435681 |
| 2005-06-01 | 258.034699907644 |
| 2005-07-01 | 257.676812480496 |
| 2005-08-01 | 258.804074463064 |
| 2005-09-01 | 261.400601056852 |
| 2005-10-01 | 263.293588488916 |
| 2005-11-01 | 264.301887879626 |
| 2005-12-01 | 264.997637021247 |
| 2006-01-01 | 267.897059073362 |
| 2006-02-01 | 268.161113709802 |
| 2006-03-01 | 269.350961477746 |
| 2006-04-01 | 269.539431183610 |
| 2006-05-01 | 270.451936984934 |
| 2006-06-01 | 272.108919551364 |
| 2006-07-01 | 270.111553546905 |
| 2006-08-01 | 270.605133747489 |
| 2006-09-01 | 270.885868776705 |
| 2006-10-01 | 270.184415912525 |
| 2006-11-01 | 272.219516313811 |
| 2006-12-01 | 272.977705674150 |
| 2007-01-01 | 274.322842004671 |
| 2007-02-01 | 275.233676080303 |
| 2007-03-01 | 277.038311314814 |
| 2007-04-01 | 274.198070792799 |
| 2007-05-01 | 274.313183579570 |
| 2007-06-01 | 275.292896743577 |
| 2007-07-01 | 275.217646793150 |
| 2007-08-01 | 276.552129787943 |
| 2007-09-01 | 274.981064450352 |
| 2007-10-01 | 274.642461704510 |
| 2007-11-01 | 275.421182265517 |
| 2007-12-01 | 275.193125471681 |
| 2008-01-01 | 276.346130531410 |
| 2008-02-01 | 277.276274249453 |
| 2008-03-01 | 277.090348013724 |
| 2008-04-01 | 275.589907795671 |
| 2008-05-01 | 275.692084158539 |
| 2008-06-01 | 275.606345131247 |
| 2008-07-01 | 276.266490842619 |
| 2008-08-01 | 274.936478778549 |
| 2008-09-01 | 275.094274575753 |
| 2008-10-01 | 273.825252047819 |
| 2008-11-01 | 271.184596692593 |
| 2008-12-01 | 269.623287711963 |
| 2009-01-01 | 266.176944359551 |
| 2009-02-01 | 262.415945296258 |
| 2009-03-01 | 260.490247742630 |
| 2009-04-01 | 259.701654628502 |
| 2009-05-01 | 258.765782746207 |
| 2009-06-01 | 257.500667537413 |
| 2009-07-01 | 256.027909712568 |
| 2009-08-01 | 255.994117951059 |
| 2009-09-01 | 254.783079928618 |
| 2009-10-01 | 257.836531840924 |
| 2009-11-01 | 258.771432959065 |
| 2009-12-01 | 260.008656786732 |
| 2010-01-01 | 259.438418691669 |
| 2010-02-01 | 260.851326267186 |
| 2010-03-01 | 260.623251434606 |
| 2010-04-01 | 264.415097836537 |
| 2010-05-01 | 265.464675525909 |
| 2010-06-01 | 266.000576526343 |
| 2010-07-01 | 268.205640471750 |
| 2010-08-01 | 268.392072995687 |
| 2010-09-01 | 267.732596662597 |
| 2010-10-01 | 268.503717320248 |
| 2010-11-01 | 270.134024922802 |
| 2010-12-01 | 270.590122713046 |
| 2011-01-01 | 273.257798845022 |
| 2011-02-01 | 274.118545907734 |
| 2011-03-01 | 275.749146388911 |
| 2011-04-01 | 278.676907185946 |
| 2011-05-01 | 278.989120053065 |
| 2011-06-01 | 279.445351415990 |
| 2011-07-01 | 282.469615958734 |
| 2011-08-01 | 283.817006877880 |
| 2011-09-01 | 285.829850289802 |
| 2011-10-01 | 285.325938372050 |
| 2011-11-01 | 286.314811272943 |
| 2011-12-01 | 287.164387300639 |
| 2012-01-01 | 287.191907092782 |
| 2012-02-01 | 287.538727749662 |
| 2012-03-01 | 288.635982443061 |
| 2012-04-01 | 286.730760946856 |
| 2012-05-01 | 286.937647242333 |
| 2012-06-01 | 287.201533460951 |
| 2012-07-01 | 286.909895767683 |
| 2012-08-01 | 287.638862193211 |
| 2012-09-01 | 288.711510582973 |
| 2012-10-01 | 288.800370851912 |
| 2012-11-01 | 289.066965904850 |
| 2012-12-01 | 289.621002959962 |
| 2013-01-01 | 291.204550776869 |
| 2013-02-01 | 293.699549027390 |
| 2013-03-01 | 294.145282150905 |
| 2013-04-01 | 290.824774428360 |
| 2013-05-01 | 291.997973348293 |
| 2013-06-01 | 293.305611195857 |
| 2013-07-01 | 292.402961361764 |
| 2013-08-01 | 292.919713032540 |
| 2013-09-01 | 293.427569649804 |
| 2013-10-01 | 294.737110119931 |
| 2013-11-01 | 294.029162404853 |
| 2013-12-01 | 294.650672758023 |
| 2014-01-01 | 293.338166041290 |
| 2014-02-01 | 293.522730780440 |
| 2014-03-01 | 293.954779502438 |
| 2014-04-01 | 292.520610003200 |
| 2014-05-01 | 294.917152625041 |
| 2014-06-01 | 295.328651843947 |
| 2014-07-01 | 296.382901649415 |
| 2014-08-01 | 296.765701434141 |
| 2014-09-01 | 297.121962922592 |
| 2014-10-01 | 297.315347988152 |
| 2014-11-01 | 300.102819807939 |
| 2014-12-01 | 297.954067123708 |
| 2015-01-01 | 297.783929376103 |
| 2015-02-01 | 297.948366882229 |
| 2015-03-01 | 298.796219065837 |
| 2015-04-01 | 300.559265780830 |
| 2015-05-01 | 302.028184049146 |
| 2015-06-01 | 300.515446101420 |
| 2015-07-01 | 299.908228216437 |
| 2015-08-01 | 299.791601321011 |
| 2015-09-01 | 298.284090034171 |
| 2015-10-01 | 299.304240666072 |
| 2015-11-01 | 300.243238764364 |
| 2015-12-01 | 300.119754835521 |
| 2016-01-01 | 301.191321818021 |
| 2016-02-01 | 302.548912970857 |
| 2016-03-01 | 301.813855220186 |
| 2016-04-01 | 303.556637055598 |
| 2016-05-01 | 302.879125988679 |
| 2016-06-01 | 302.302954103910 |
| 2016-07-01 | 303.998849696066 |
| 2016-08-01 | 303.961945330967 |
| 2016-09-01 | 304.880309063903 |
| 2016-10-01 | 304.618666218336 |
| 2016-11-01 | 304.350719229497 |
| 2016-12-01 | 305.962114529150 |
| 2017-01-01 | 305.859314866753 |
| 2017-02-01 | 304.450403229967 |
| 2017-03-01 | 307.875453717892 |
| 2017-04-01 | 305.797781075584 |
| 2017-05-01 | 305.704500368631 |
| 2017-06-01 | 306.427840689762 |
| 2017-07-01 | 305.259477828994 |
| 2017-08-01 | 305.463937146678 |
| 2017-09-01 | 306.257514695769 |
| 2017-10-01 | 305.656653951140 |
| 2017-11-01 | 306.546397542955 |
| 2017-12-01 | 306.507485189584 |
| 2018-01-01 | 309.596159056852 |
| 2018-02-01 | 309.085510995402 |
| 2018-03-01 | 308.089009264197 |
| 2018-04-01 | 306.491126111728 |
| 2018-05-01 | 307.737197902963 |
| 2018-06-01 | 308.093273627379 |
| 2018-07-01 | 309.087621986057 |
| 2018-08-01 | 309.493236175970 |
| 2018-09-01 | 309.898247691901 |
| 2018-10-01 | 310.627987937634 |
| 2018-11-01 | 310.506534720728 |
| 2018-12-01 | 309.718952432963 |
| 2019-01-01 | 307.370471403266 |
| 2019-02-01 | 309.357558761635 |
| 2019-03-01 | 310.254232362076 |
| 2019-04-01 | 310.538463221180 |
| 2019-05-01 | 311.197404685015 |
| 2019-06-01 | 311.276363437272 |
| 2019-07-01 | 310.750183801159 |
| 2019-08-01 | 310.968147405779 |
| 2019-09-01 | 309.271552310530 |
| 2019-10-01 | 309.060616227253 |
| 2019-11-01 | 308.976036620681 |
| 2019-12-01 | 309.409820249199 |
| 2020-01-01 | 309.551553026642 |
| 2020-02-01 | 310.682415448560 |
| 2020-03-01 | 308.179152695845 |
| 2020-04-01 | 279.464450460702 |
| 2020-05-01 | 278.920519168816 |
| 2020-06-01 | 281.378587258209 |
| 2020-07-01 | 283.661415978827 |
| 2020-08-01 | 285.807879988200 |
| 2020-09-01 | 285.398014163997 |
| 2020-10-01 | 289.976854914514 |
| 2020-11-01 | 292.821335047546 |
| 2020-12-01 | 292.925493946206 |
| 2021-01-01 | 294.566057900439 |
| 2021-02-01 | 295.186613356780 |
| 2021-03-01 | 297.511539071780 |
| 2021-04-01 | 297.138623074956 |
| 2021-05-01 | 297.917776795478 |
| 2021-06-01 | 297.371892814764 |
| 2021-07-01 | 297.690361910367 |
| 2021-08-01 | 297.707002739474 |
| 2021-09-01 | 295.110318162654 |
| 2021-10-01 | 301.088458166462 |
| 2021-11-01 | 302.003040853345 |
| 2021-12-01 | 304.507376610262 |
| 2022-01-01 | 303.999970594553 |
| 2022-02-01 | 305.613557160163 |
| 2022-03-01 | 304.877590087299 |
| 2022-04-01 | 306.182720101213 |
| 2022-05-01 | 306.106560192217 |
| 2022-06-01 | 305.853257729356 |
| 2022-07-01 | 306.906512164405 |
| 2022-08-01 | 306.695343353037 |
| 2022-09-01 | 306.661276717934 |
| 2022-10-01 | 306.409380283871 |
| 2022-11-01 | 306.010166096622 |
| 2022-12-01 | 305.497250153178 |
| 2023-01-01 | 306.758373021779 |
| 2023-02-01 | 305.348337539747 |
| 2023-03-01 | 306.281545285444 |
| 2023-04-01 | 303.762801371323 |
| 2023-05-01 | 303.240339121219 |
| 2023-06-01 | 303.299413281515 |
| 2023-07-01 | 301.294430863376 |
| 2023-08-01 | 300.082467143904 |
| 2023-09-01 | 299.338135440720 |
| 2023-10-01 | 297.156072209811 |
| 2023-11-01 | 295.846201476251 |
| 2023-12-01 | 293.897454071422 |
| 2024-01-01 | 293.613896315906 |
| 2024-02-01 | 293.086859424698 |
| 2024-03-01 | 292.963610999361 |
| 2024-04-01 | 292.656489663085 |
| 2024-05-01 | 292.718873266079 |
| 2024-06-01 | 294.148277429645 |
| 2024-07-01 | 290.250566077656 |
| 2024-08-01 | 290.034839600502 |
| 2024-09-01 | 289.889757344416 |
| 2024-10-01 | 289.656594481106 |
| 2024-11-01 | 289.895319266742 |
| 2024-12-01 | 290.197231334744 |
| 2025-01-01 | 288.641600335336 |
| 2025-02-01 | 288.284244078107 |
| 2025-03-01 | 286.833172685398 |
| 2025-04-01 | 287.306911376649 |
| 2025-05-01 | 285.504041604955 |
| 2025-06-01 | 284.533084545619 |
| 2025-07-01 | 284.506666289670 |
| 2025-08-01 | 285.023924964354 |
| 2025-09-01 | 283.898740403542 |
| 2025-10-01 | 280.211973804397 |
| 2025-11-01 | 279.396829403193 |
| 2025-12-01 | 280.134517959548 |
| 2026-01-01 | 279.856319622774 |
| 2026-02-01 | 280.493595615956 |
| 2026-03-01 | 281.498341360520 |
| 2026-04-01 | 281.396737361306 |
| 2026-05-01 | 282.288331569930 |