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 2026-04-01 |
| Last Updated | 2026-05-26 2:50 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 | 184.110768538365 |
| 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 | 195.512914043786 |
| 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 | 228.745823028882 |
| 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 | 229.276529931450 |
| 1996-09-01 | 230.092517826540 |
| 1996-10-01 | 231.055637327224 |
| 1996-11-01 | 232.068994888855 |
| 1996-12-01 | 232.910900260495 |
| 1997-01-01 | 233.131851440541 |
| 1997-02-01 | 234.759127781433 |
| 1997-03-01 | 235.700688351628 |
| 1997-04-01 | 235.106656133868 |
| 1997-05-01 | 237.512468078299 |
| 1997-06-01 | 238.897132444061 |
| 1997-07-01 | 242.648153380841 |
| 1997-08-01 | 245.014188817751 |
| 1997-09-01 | 245.241025805514 |
| 1997-10-01 | 243.948119987248 |
| 1997-11-01 | 246.574109686840 |
| 1997-12-01 | 247.429184915806 |
| 1998-01-01 | 248.651582006322 |
| 1998-02-01 | 249.086274009372 |
| 1998-03-01 | 249.484962317345 |
| 1998-04-01 | 249.146267167894 |
| 1998-05-01 | 250.077913503394 |
| 1998-06-01 | 251.213355256069 |
| 1998-07-01 | 250.640353496908 |
| 1998-08-01 | 251.390216453551 |
| 1998-09-01 | 250.914281441586 |
| 1998-10-01 | 251.550097442040 |
| 1998-11-01 | 252.826809230580 |
| 1998-12-01 | 253.783597243641 |
| 1999-01-01 | 255.818464218840 |
| 1999-02-01 | 256.280469348764 |
| 1999-03-01 | 257.306685720191 |
| 1999-04-01 | 258.570650239667 |
| 1999-05-01 | 259.162750835287 |
| 1999-06-01 | 259.358331196162 |
| 1999-07-01 | 260.948898689373 |
| 1999-08-01 | 261.719620906445 |
| 1999-09-01 | 260.729422689409 |
| 1999-10-01 | 265.808978394218 |
| 1999-11-01 | 265.449272844193 |
| 1999-12-01 | 266.818141856629 |
| 2000-01-01 | 267.063952114508 |
| 2000-02-01 | 266.519482429383 |
| 2000-03-01 | 268.965674588979 |
| 2000-04-01 | 270.633986219861 |
| 2000-05-01 | 271.024765974209 |
| 2000-06-01 | 273.728053322223 |
| 2000-07-01 | 272.126300068282 |
| 2000-08-01 | 272.319386128353 |
| 2000-09-01 | 272.064795777686 |
| 2000-10-01 | 272.249631107646 |
| 2000-11-01 | 272.195123165904 |
| 2000-12-01 | 270.811700865555 |
| 2001-01-01 | 272.392315158279 |
| 2001-02-01 | 270.325328537207 |
| 2001-03-01 | 269.598954381729 |
| 2001-04-01 | 269.617992319789 |
| 2001-05-01 | 268.319215905732 |
| 2001-06-01 | 267.072651012264 |
| 2001-07-01 | 263.884385538735 |
| 2001-08-01 | 262.534196395260 |
| 2001-09-01 | 260.910556558662 |
| 2001-10-01 | 258.186145342296 |
| 2001-11-01 | 256.547791747479 |
| 2001-12-01 | 255.752594810799 |
| 2002-01-01 | 253.905891293307 |
| 2002-02-01 | 253.081971016118 |
| 2002-03-01 | 252.285447959089 |
| 2002-04-01 | 250.355905986344 |
| 2002-05-01 | 251.085874984870 |
| 2002-06-01 | 251.187224109816 |
| 2002-07-01 | 251.826106420934 |
| 2002-08-01 | 252.081282640860 |
| 2002-09-01 | 251.460615275023 |
| 2002-10-01 | 251.334810597887 |
| 2002-11-01 | 250.894631969019 |
| 2002-12-01 | 249.128200010869 |
| 2003-01-01 | 250.234007320125 |
| 2003-02-01 | 250.391755456866 |
| 2003-03-01 | 249.810724065263 |
| 2003-04-01 | 247.692427589835 |
| 2003-05-01 | 247.496479646712 |
| 2003-06-01 | 246.781592963033 |
| 2003-07-01 | 247.825286457838 |
| 2003-08-01 | 248.034402224985 |
| 2003-09-01 | 249.202478011246 |
| 2003-10-01 | 249.694548543381 |
| 2003-11-01 | 249.748779425775 |
| 2003-12-01 | 250.705150186871 |
| 2004-01-01 | 249.905188686076 |
| 2004-02-01 | 250.716552737395 |
| 2004-03-01 | 251.354118205923 |
| 2004-04-01 | 253.979476718994 |
| 2004-05-01 | 253.867071358038 |
| 2004-06-01 | 254.226510451214 |
| 2004-07-01 | 254.707815668041 |
| 2004-08-01 | 253.503336333711 |
| 2004-09-01 | 253.345687795710 |
| 2004-10-01 | 253.465114474544 |
| 2004-11-01 | 253.333014573630 |
| 2004-12-01 | 253.065069525368 |
| 2005-01-01 | 251.851537044504 |
| 2005-02-01 | 251.968536596616 |
| 2005-03-01 | 253.730592458903 |
| 2005-04-01 | 257.459708490382 |
| 2005-05-01 | 257.822443449787 |
| 2005-06-01 | 258.034699913743 |
| 2005-07-01 | 257.676812458561 |
| 2005-08-01 | 258.804074440003 |
| 2005-09-01 | 261.400601067158 |
| 2005-10-01 | 263.293588537642 |
| 2005-11-01 | 264.301887948380 |
| 2005-12-01 | 264.997637125623 |
| 2006-01-01 | 267.897059165944 |
| 2006-02-01 | 268.161113487050 |
| 2006-03-01 | 269.350961253762 |
| 2006-04-01 | 269.539431099644 |
| 2006-05-01 | 270.451936970203 |
| 2006-06-01 | 272.108919612570 |
| 2006-07-01 | 270.111553628831 |
| 2006-08-01 | 270.605133828539 |
| 2006-09-01 | 270.885868677963 |
| 2006-10-01 | 270.184416090168 |
| 2006-11-01 | 272.219516614812 |
| 2006-12-01 | 272.977706079346 |
| 2007-01-01 | 274.322842206111 |
| 2007-02-01 | 275.233675262950 |
| 2007-03-01 | 277.038310999608 |
| 2007-04-01 | 274.198070094023 |
| 2007-05-01 | 274.313183368254 |
| 2007-06-01 | 275.292897014812 |
| 2007-07-01 | 275.217647256977 |
| 2007-08-01 | 276.552129890615 |
| 2007-09-01 | 274.981063945160 |
| 2007-10-01 | 274.642462020701 |
| 2007-11-01 | 275.421183295932 |
| 2007-12-01 | 275.193126766421 |
| 2008-01-01 | 276.346131562819 |
| 2008-02-01 | 277.276273890702 |
| 2008-03-01 | 277.090348572432 |
| 2008-04-01 | 275.589900145476 |
| 2008-05-01 | 275.692083333927 |
| 2008-06-01 | 275.606349214132 |
| 2008-07-01 | 276.266490602122 |
| 2008-08-01 | 274.936478150822 |
| 2008-09-01 | 275.094273704268 |
| 2008-10-01 | 273.825253016081 |
| 2008-11-01 | 271.184599157237 |
| 2008-12-01 | 269.623292189280 |
| 2009-01-01 | 266.176948872635 |
| 2009-02-01 | 262.415946644701 |
| 2009-03-01 | 260.490245357533 |
| 2009-04-01 | 259.701637915000 |
| 2009-05-01 | 258.765778621849 |
| 2009-06-01 | 257.500673858345 |
| 2009-07-01 | 256.027909605881 |
| 2009-08-01 | 255.994117744342 |
| 2009-09-01 | 254.783078854920 |
| 2009-10-01 | 257.836534671355 |
| 2009-11-01 | 258.771439400603 |
| 2009-12-01 | 260.008665529573 |
| 2010-01-01 | 259.438426491734 |
| 2010-02-01 | 260.851337925620 |
| 2010-03-01 | 260.623254111650 |
| 2010-04-01 | 264.415040196993 |
| 2010-05-01 | 265.464671359268 |
| 2010-06-01 | 266.000587842752 |
| 2010-07-01 | 268.205639836563 |
| 2010-08-01 | 268.392071504585 |
| 2010-09-01 | 267.732595056464 |
| 2010-10-01 | 268.503725391369 |
| 2010-11-01 | 270.134042330892 |
| 2010-12-01 | 270.590144131376 |
| 2011-01-01 | 273.257818404231 |
| 2011-02-01 | 274.118576163521 |
| 2011-03-01 | 275.749161753282 |
| 2011-04-01 | 278.676745578773 |
| 2011-05-01 | 278.989125113496 |
| 2011-06-01 | 279.445372786081 |
| 2011-07-01 | 282.469621472952 |
| 2011-08-01 | 283.817006273596 |
| 2011-09-01 | 285.829846705208 |
| 2011-10-01 | 285.325946163454 |
| 2011-11-01 | 286.314845133091 |
| 2011-12-01 | 287.164428829182 |
| 2012-01-01 | 287.191953851561 |
| 2012-02-01 | 287.538789595025 |
| 2012-03-01 | 288.636014989751 |
| 2012-04-01 | 286.730481956444 |
| 2012-05-01 | 286.937644320871 |
| 2012-06-01 | 287.201555475765 |
| 2012-07-01 | 286.909906598052 |
| 2012-08-01 | 287.638864648170 |
| 2012-09-01 | 288.711454421473 |
| 2012-10-01 | 288.800386964384 |
| 2012-11-01 | 289.067037933957 |
| 2012-12-01 | 289.621095735805 |
| 2013-01-01 | 291.204677728977 |
| 2013-02-01 | 293.699705890467 |
| 2013-03-01 | 294.145396984966 |
| 2013-04-01 | 290.824100084083 |
| 2013-05-01 | 291.997995364629 |
| 2013-06-01 | 293.305643039464 |
| 2013-07-01 | 292.402987038084 |
| 2013-08-01 | 292.919727234607 |
| 2013-09-01 | 293.427462479619 |
| 2013-10-01 | 294.737141874577 |
| 2013-11-01 | 294.029295975957 |
| 2013-12-01 | 294.650849818628 |
| 2014-01-01 | 293.338343346105 |
| 2014-02-01 | 293.523109034008 |
| 2014-03-01 | 293.955078803842 |
| 2014-04-01 | 292.519393037750 |
| 2014-05-01 | 294.917042547812 |
| 2014-06-01 | 295.328626542219 |
| 2014-07-01 | 296.382923897439 |
| 2014-08-01 | 296.765719467923 |
| 2014-09-01 | 297.121801372240 |
| 2014-10-01 | 297.315485453534 |
| 2014-11-01 | 300.103133131055 |
| 2014-12-01 | 297.954362058186 |
| 2015-01-01 | 297.784371778876 |
| 2015-02-01 | 297.949134596101 |
| 2015-03-01 | 298.797050091161 |
| 2015-04-01 | 300.556159720469 |
| 2015-05-01 | 302.028245533978 |
| 2015-06-01 | 300.515434283894 |
| 2015-07-01 | 299.908145872714 |
| 2015-08-01 | 299.791544652934 |
| 2015-09-01 | 298.283986279598 |
| 2015-10-01 | 299.304633238954 |
| 2015-11-01 | 300.243875181364 |
| 2015-12-01 | 300.120340711001 |
| 2016-01-01 | 301.192108059805 |
| 2016-02-01 | 302.550007439807 |
| 2016-03-01 | 301.815047588335 |
| 2016-04-01 | 303.551879928412 |
| 2016-05-01 | 302.879149778003 |
| 2016-06-01 | 302.302737444040 |
| 2016-07-01 | 303.998375253594 |
| 2016-08-01 | 303.961678285696 |
| 2016-09-01 | 304.880260679906 |
| 2016-10-01 | 304.619358697526 |
| 2016-11-01 | 304.351978054388 |
| 2016-12-01 | 305.963670408677 |
| 2017-01-01 | 305.861830149551 |
| 2017-02-01 | 304.448701999095 |
| 2017-03-01 | 307.879420140280 |
| 2017-04-01 | 305.789647531305 |
| 2017-05-01 | 305.706001869247 |
| 2017-06-01 | 306.426666108327 |
| 2017-07-01 | 305.258429578974 |
| 2017-08-01 | 305.463319887103 |
| 2017-09-01 | 306.257425463000 |
| 2017-10-01 | 305.657342940559 |
| 2017-11-01 | 306.548756768969 |
| 2017-12-01 | 306.509825288456 |
| 2018-01-01 | 309.600247926406 |
| 2018-02-01 | 309.081004062840 |
| 2018-03-01 | 308.095659844651 |
| 2018-04-01 | 306.481512294259 |
| 2018-05-01 | 307.739912834221 |
| 2018-06-01 | 308.090828039247 |
| 2018-07-01 | 309.085673610579 |
| 2018-08-01 | 309.492088029243 |
| 2018-09-01 | 309.897856419251 |
| 2018-10-01 | 310.627989405340 |
| 2018-11-01 | 310.508893537706 |
| 2018-12-01 | 309.723410043406 |
| 2019-01-01 | 307.375625952029 |
| 2019-02-01 | 309.350260377066 |
| 2019-03-01 | 310.264490030657 |
| 2019-04-01 | 310.528253081192 |
| 2019-05-01 | 311.201771257193 |
| 2019-06-01 | 311.272491203055 |
| 2019-07-01 | 310.747143553502 |
| 2019-08-01 | 310.966384111587 |
| 2019-09-01 | 309.270347056464 |
| 2019-10-01 | 309.059164846235 |
| 2019-11-01 | 308.978219153173 |
| 2019-12-01 | 309.415871201851 |
| 2020-01-01 | 309.555213781038 |
| 2020-02-01 | 310.671439010766 |
| 2020-03-01 | 308.202309621491 |
| 2020-04-01 | 279.453886062718 |
| 2020-05-01 | 278.922138662168 |
| 2020-06-01 | 281.373831323257 |
| 2020-07-01 | 283.657522405844 |
| 2020-08-01 | 285.804748945581 |
| 2020-09-01 | 285.395605863541 |
| 2020-10-01 | 289.974888339982 |
| 2020-11-01 | 292.823999825386 |
| 2020-12-01 | 292.935148749293 |
| 2021-01-01 | 294.570779205744 |
| 2021-02-01 | 295.173547020171 |
| 2021-03-01 | 297.544475974235 |
| 2021-04-01 | 297.121566215729 |
| 2021-05-01 | 297.912723429008 |
| 2021-06-01 | 297.366445695689 |
| 2021-07-01 | 297.683912403139 |
| 2021-08-01 | 297.701775043259 |
| 2021-09-01 | 295.106638205035 |
| 2021-10-01 | 301.089143916050 |
| 2021-11-01 | 302.012025268790 |
| 2021-12-01 | 304.525077885208 |
| 2022-01-01 | 304.010164903861 |
| 2022-02-01 | 305.603658789775 |
| 2022-03-01 | 304.920793978010 |
| 2022-04-01 | 306.130581568189 |
| 2022-05-01 | 306.093339578715 |
| 2022-06-01 | 305.849241480152 |
| 2022-07-01 | 306.899512788015 |
| 2022-08-01 | 306.688530615207 |
| 2022-09-01 | 306.657441209361 |
| 2022-10-01 | 306.418362067844 |
| 2022-11-01 | 306.032285477892 |
| 2022-12-01 | 305.526849993475 |
| 2023-01-01 | 306.781125531527 |
| 2023-02-01 | 305.358304742876 |
| 2023-03-01 | 306.343078125752 |
| 2023-04-01 | 303.589475100102 |
| 2023-05-01 | 303.247832862468 |
| 2023-06-01 | 303.304435494034 |
| 2023-07-01 | 301.286090195715 |
| 2023-08-01 | 300.077862518583 |
| 2023-09-01 | 299.341301469122 |
| 2023-10-01 | 297.177445556078 |
| 2023-11-01 | 295.883083057710 |
| 2023-12-01 | 293.939332663353 |
| 2024-01-01 | 293.646964982437 |
| 2024-02-01 | 293.113876205914 |
| 2024-03-01 | 293.040928228140 |
| 2024-04-01 | 292.347553584016 |
| 2024-05-01 | 292.762280900395 |
| 2024-06-01 | 294.162760463336 |
| 2024-07-01 | 290.242131188634 |
| 2024-08-01 | 290.032882262456 |
| 2024-09-01 | 289.900736486718 |
| 2024-10-01 | 289.689895287231 |
| 2024-11-01 | 289.945298695487 |
| 2024-12-01 | 290.250422542855 |
| 2025-01-01 | 288.685669746485 |
| 2025-02-01 | 288.328664859010 |
| 2025-03-01 | 286.920397783368 |
| 2025-04-01 | 286.857752584220 |
| 2025-05-01 | 285.601319709737 |
| 2025-06-01 | 284.556484105077 |
| 2025-07-01 | 284.495721189414 |
| 2025-08-01 | 285.024868018630 |
| 2025-09-01 | 283.918061912529 |
| 2025-10-01 | 280.253344339698 |
| 2025-11-01 | 279.455338932717 |
| 2025-12-01 | 280.197695200995 |
| 2026-01-01 | 279.908450317909 |
| 2026-02-01 | 280.548294569065 |
| 2026-03-01 | 281.585729774378 |
| 2026-04-01 | 282.470355918125 |