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 2026-08-01 |
| Last Updated | 2026-09-18 12:13 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 | 186.4701393297 |
| 1990-02-01 | 187.8462889112 |
| 1990-03-01 | 187.4317540270 |
| 1990-04-01 | 184.5797235178 |
| 1990-05-01 | 185.9951780205 |
| 1990-06-01 | 186.0308946937 |
| 1990-07-01 | 184.1107685384 |
| 1990-08-01 | 185.0097599411 |
| 1990-09-01 | 184.4044785177 |
| 1990-10-01 | 185.8336060845 |
| 1990-11-01 | 186.2022513456 |
| 1990-12-01 | 185.0252402379 |
| 1991-01-01 | 184.1744830042 |
| 1991-02-01 | 183.2760752420 |
| 1991-03-01 | 183.5007516844 |
| 1991-04-01 | 182.9310514976 |
| 1991-05-01 | 183.7560831419 |
| 1991-06-01 | 184.4348875595 |
| 1991-07-01 | 185.3037042014 |
| 1991-08-01 | 185.8870091107 |
| 1991-09-01 | 186.4674681896 |
| 1991-10-01 | 185.7085553610 |
| 1991-11-01 | 186.8656889221 |
| 1991-12-01 | 186.6604772881 |
| 1992-01-01 | 187.7381618689 |
| 1992-02-01 | 188.4569223977 |
| 1992-03-01 | 189.4028129646 |
| 1992-04-01 | 190.9553522185 |
| 1992-05-01 | 191.4227584720 |
| 1992-06-01 | 191.5297231840 |
| 1992-07-01 | 193.1899210922 |
| 1992-08-01 | 193.8063995852 |
| 1992-09-01 | 195.0020077152 |
| 1992-10-01 | 195.5129140438 |
| 1992-11-01 | 195.6458689748 |
| 1992-12-01 | 196.3592632501 |
| 1993-01-01 | 196.8996644655 |
| 1993-02-01 | 197.1283596805 |
| 1993-03-01 | 197.2712238808 |
| 1993-04-01 | 198.6915590745 |
| 1993-05-01 | 199.0863037780 |
| 1993-06-01 | 199.8496677919 |
| 1993-07-01 | 199.9214593021 |
| 1993-08-01 | 200.5669795512 |
| 1993-09-01 | 201.3066976381 |
| 1993-10-01 | 203.5503812423 |
| 1993-11-01 | 204.6082727611 |
| 1993-12-01 | 206.3212439960 |
| 1994-01-01 | 207.2551297323 |
| 1994-02-01 | 208.4772915239 |
| 1994-03-01 | 210.3167864904 |
| 1994-04-01 | 210.8549314099 |
| 1994-05-01 | 211.6372579633 |
| 1994-06-01 | 213.2424521219 |
| 1994-07-01 | 210.9891204455 |
| 1994-08-01 | 212.9006929885 |
| 1994-09-01 | 213.6620985693 |
| 1994-10-01 | 211.0959378912 |
| 1994-11-01 | 213.9955721690 |
| 1994-12-01 | 214.9651924601 |
| 1995-01-01 | 216.7053244165 |
| 1995-02-01 | 218.6136583073 |
| 1995-03-01 | 220.5125324468 |
| 1995-04-01 | 218.9893627836 |
| 1995-05-01 | 219.9496061058 |
| 1995-06-01 | 220.9143513950 |
| 1995-07-01 | 222.5026717565 |
| 1995-08-01 | 223.6572384836 |
| 1995-09-01 | 224.2973020647 |
| 1995-10-01 | 225.4223730216 |
| 1995-11-01 | 226.5261963145 |
| 1995-12-01 | 228.7458230289 |
| 1996-01-01 | 225.7109104526 |
| 1996-02-01 | 227.5096334248 |
| 1996-03-01 | 228.2832297714 |
| 1996-04-01 | 228.5744004698 |
| 1996-05-01 | 229.3151824049 |
| 1996-06-01 | 229.0925219882 |
| 1996-07-01 | 228.6101777097 |
| 1996-08-01 | 229.2765299315 |
| 1996-09-01 | 230.0925178265 |
| 1996-10-01 | 231.0556373272 |
| 1996-11-01 | 232.0689948889 |
| 1996-12-01 | 232.9109002605 |
| 1997-01-01 | 233.1318514405 |
| 1997-02-01 | 234.7591277814 |
| 1997-03-01 | 235.7006883516 |
| 1997-04-01 | 235.1066561339 |
| 1997-05-01 | 237.5124680783 |
| 1997-06-01 | 238.8971324441 |
| 1997-07-01 | 242.6481533808 |
| 1997-08-01 | 245.0141888178 |
| 1997-09-01 | 245.2410258055 |
| 1997-10-01 | 243.9481199872 |
| 1997-11-01 | 246.5741096868 |
| 1997-12-01 | 247.4291849158 |
| 1998-01-01 | 248.6515820063 |
| 1998-02-01 | 249.0862740094 |
| 1998-03-01 | 249.4849623174 |
| 1998-04-01 | 249.1462671679 |
| 1998-05-01 | 250.0779135034 |
| 1998-06-01 | 251.2133552561 |
| 1998-07-01 | 250.6403534969 |
| 1998-08-01 | 251.3902164535 |
| 1998-09-01 | 250.9142814416 |
| 1998-10-01 | 251.5500974420 |
| 1998-11-01 | 252.8268092306 |
| 1998-12-01 | 253.7835972436 |
| 1999-01-01 | 255.8184642188 |
| 1999-02-01 | 256.2804693487 |
| 1999-03-01 | 257.3066857202 |
| 1999-04-01 | 258.5706502398 |
| 1999-05-01 | 259.1627508352 |
| 1999-06-01 | 259.3583311961 |
| 1999-07-01 | 260.9488986894 |
| 1999-08-01 | 261.7196209065 |
| 1999-09-01 | 260.7294226895 |
| 1999-10-01 | 265.8089783944 |
| 1999-11-01 | 265.4492728442 |
| 1999-12-01 | 266.8181418565 |
| 2000-01-01 | 267.0639521142 |
| 2000-02-01 | 266.5194824291 |
| 2000-03-01 | 268.9656745888 |
| 2000-04-01 | 270.6339862202 |
| 2000-05-01 | 271.0247659743 |
| 2000-06-01 | 273.7280533223 |
| 2000-07-01 | 272.1263000683 |
| 2000-08-01 | 272.3193861285 |
| 2000-09-01 | 272.0647957780 |
| 2000-10-01 | 272.2496311082 |
| 2000-11-01 | 272.1951231662 |
| 2000-12-01 | 270.8117008653 |
| 2001-01-01 | 272.3923151575 |
| 2001-02-01 | 270.3253285364 |
| 2001-03-01 | 269.5989543813 |
| 2001-04-01 | 269.6179923198 |
| 2001-05-01 | 268.3192159059 |
| 2001-06-01 | 267.0726510116 |
| 2001-07-01 | 263.8843855377 |
| 2001-08-01 | 262.5341963954 |
| 2001-09-01 | 260.9105565605 |
| 2001-10-01 | 258.1861453454 |
| 2001-11-01 | 256.5477917503 |
| 2001-12-01 | 255.7525948121 |
| 2002-01-01 | 253.9058912908 |
| 2002-02-01 | 253.0819710103 |
| 2002-03-01 | 252.2854479579 |
| 2002-04-01 | 250.3559059835 |
| 2002-05-01 | 251.0858749887 |
| 2002-06-01 | 251.1872241062 |
| 2002-07-01 | 251.8261064182 |
| 2002-08-01 | 252.0812826389 |
| 2002-09-01 | 251.4606152816 |
| 2002-10-01 | 251.3348106069 |
| 2002-11-01 | 250.8946319765 |
| 2002-12-01 | 249.1282000123 |
| 2003-01-01 | 250.2340073110 |
| 2003-02-01 | 250.3917554415 |
| 2003-03-01 | 249.8107240635 |
| 2003-04-01 | 247.6924275908 |
| 2003-05-01 | 247.4964796703 |
| 2003-06-01 | 246.7815929897 |
| 2003-07-01 | 247.8252864677 |
| 2003-08-01 | 248.0344022050 |
| 2003-09-01 | 249.2024779703 |
| 2003-10-01 | 249.6945485305 |
| 2003-11-01 | 249.7487793356 |
| 2003-12-01 | 250.7051501384 |
| 2004-01-01 | 249.9051887088 |
| 2004-02-01 | 250.7165528256 |
| 2004-03-01 | 251.3541183143 |
| 2004-04-01 | 253.9794768535 |
| 2004-05-01 | 253.8670715203 |
| 2004-06-01 | 254.2265105845 |
| 2004-07-01 | 254.7078156712 |
| 2004-08-01 | 253.5033361224 |
| 2004-09-01 | 253.3456873484 |
| 2004-10-01 | 253.4651139129 |
| 2004-11-01 | 253.3330139101 |
| 2004-12-01 | 253.0650693455 |
| 2005-01-01 | 251.8515376266 |
| 2005-02-01 | 251.9685378693 |
| 2005-03-01 | 253.7305942747 |
| 2005-04-01 | 257.4597099933 |
| 2005-05-01 | 257.8224436866 |
| 2005-06-01 | 258.0346984169 |
| 2005-07-01 | 257.6768095100 |
| 2005-08-01 | 258.8040710574 |
| 2005-09-01 | 261.4005985652 |
| 2005-10-01 | 263.2935881482 |
| 2005-11-01 | 264.3018895585 |
| 2005-12-01 | 264.9976418013 |
| 2006-01-01 | 267.8970650066 |
| 2006-02-01 | 268.1611205758 |
| 2006-03-01 | 269.3509641773 |
| 2006-04-01 | 269.5394286294 |
| 2006-05-01 | 270.4519303202 |
| 2006-06-01 | 272.1089101464 |
| 2006-07-01 | 270.1115437428 |
| 2006-08-01 | 270.6051263768 |
| 2006-09-01 | 270.8858624343 |
| 2006-10-01 | 270.1844223751 |
| 2006-11-01 | 272.2195291978 |
| 2006-12-01 | 272.9777262866 |
| 2007-01-01 | 274.3228632293 |
| 2007-02-01 | 275.2336921731 |
| 2007-03-01 | 277.0383065509 |
| 2007-04-01 | 274.1980504218 |
| 2007-05-01 | 274.3131627109 |
| 2007-06-01 | 275.2928831457 |
| 2007-07-01 | 275.2175776633 |
| 2007-08-01 | 276.5521264144 |
| 2007-09-01 | 274.9810577428 |
| 2007-10-01 | 274.6424900992 |
| 2007-11-01 | 275.4212366744 |
| 2007-12-01 | 275.1932012813 |
| 2008-01-01 | 276.3462058221 |
| 2008-02-01 | 277.2763281107 |
| 2008-03-01 | 277.0903580469 |
| 2008-04-01 | 275.5896412413 |
| 2008-05-01 | 275.6920715334 |
| 2008-06-01 | 275.6062991077 |
| 2008-07-01 | 276.2663803688 |
| 2008-08-01 | 274.9364937480 |
| 2008-09-01 | 275.0942900369 |
| 2008-10-01 | 273.8253341422 |
| 2008-11-01 | 271.1847292962 |
| 2008-12-01 | 269.6234878330 |
| 2009-01-01 | 266.1771377879 |
| 2009-02-01 | 262.4160452680 |
| 2009-03-01 | 260.4901439527 |
| 2009-04-01 | 259.7010770920 |
| 2009-05-01 | 258.7656969009 |
| 2009-06-01 | 257.5005673485 |
| 2009-07-01 | 256.0277952638 |
| 2009-08-01 | 255.9941782390 |
| 2009-09-01 | 254.7831015379 |
| 2009-10-01 | 257.8366913717 |
| 2009-11-01 | 258.7717430657 |
| 2009-12-01 | 260.0090474389 |
| 2010-01-01 | 259.4388313656 |
| 2010-02-01 | 260.8517044729 |
| 2010-03-01 | 260.6234592021 |
| 2010-04-01 | 264.4127385553 |
| 2010-05-01 | 265.4646430234 |
| 2010-06-01 | 266.0004523852 |
| 2010-07-01 | 268.2055875682 |
| 2010-08-01 | 268.3922704343 |
| 2010-09-01 | 267.7328035041 |
| 2010-10-01 | 268.5040979747 |
| 2010-11-01 | 270.1346171763 |
| 2010-12-01 | 270.5908082119 |
| 2011-01-01 | 273.2586007440 |
| 2011-02-01 | 274.1193693104 |
| 2011-03-01 | 275.7497123252 |
| 2011-04-01 | 278.6718252464 |
| 2011-05-01 | 278.9889270278 |
| 2011-06-01 | 279.4451039423 |
| 2011-07-01 | 282.4696757783 |
| 2011-08-01 | 283.8175899201 |
| 2011-09-01 | 285.8305344960 |
| 2011-10-01 | 285.3266406368 |
| 2011-11-01 | 286.3155938098 |
| 2011-12-01 | 287.1655451269 |
| 2012-01-01 | 287.1931827749 |
| 2012-02-01 | 287.5402430876 |
| 2012-03-01 | 288.6374695227 |
| 2012-04-01 | 286.7235805034 |
| 2012-05-01 | 286.9341564864 |
| 2012-06-01 | 287.2018983734 |
| 2012-07-01 | 286.9102935146 |
| 2012-08-01 | 287.6393658206 |
| 2012-09-01 | 288.7149237970 |
| 2012-10-01 | 288.8008250982 |
| 2012-11-01 | 289.0673723045 |
| 2012-12-01 | 289.6222390962 |
| 2013-01-01 | 291.2062250401 |
| 2013-02-01 | 293.7017684842 |
| 2013-03-01 | 294.1476689043 |
| 2013-04-01 | 290.8164294896 |
| 2013-05-01 | 291.9909143280 |
| 2013-06-01 | 293.3064561419 |
| 2013-07-01 | 292.4037264101 |
| 2013-08-01 | 292.9202125452 |
| 2013-09-01 | 293.4337755755 |
| 2013-10-01 | 294.7372808930 |
| 2013-11-01 | 294.0288919879 |
| 2013-12-01 | 294.6509917761 |
| 2014-01-01 | 293.3385255221 |
| 2014-02-01 | 293.5285972264 |
| 2014-03-01 | 293.9582333339 |
| 2014-04-01 | 292.5115020583 |
| 2014-05-01 | 294.9065280191 |
| 2014-06-01 | 295.3299835684 |
| 2014-07-01 | 296.3837767626 |
| 2014-08-01 | 296.7659932364 |
| 2014-09-01 | 297.1308463845 |
| 2014-10-01 | 297.3150754722 |
| 2014-11-01 | 300.1020985328 |
| 2014-12-01 | 297.9541095655 |
| 2015-01-01 | 297.7794096894 |
| 2015-02-01 | 297.9584729323 |
| 2015-03-01 | 298.8000045999 |
| 2015-04-01 | 300.5525858542 |
| 2015-05-01 | 302.0162532714 |
| 2015-06-01 | 300.5163128413 |
| 2015-07-01 | 299.9088438040 |
| 2015-08-01 | 299.7917969957 |
| 2015-09-01 | 298.2929373829 |
| 2015-10-01 | 299.3037302677 |
| 2015-11-01 | 300.2419247338 |
| 2015-12-01 | 300.1187369371 |
| 2016-01-01 | 301.1836680934 |
| 2016-02-01 | 302.5621940530 |
| 2016-03-01 | 301.8173305843 |
| 2016-04-01 | 303.5546485159 |
| 2016-05-01 | 302.8667930441 |
| 2016-06-01 | 302.3037661743 |
| 2016-07-01 | 303.9990914356 |
| 2016-08-01 | 303.9615223741 |
| 2016-09-01 | 304.8885572390 |
| 2016-10-01 | 304.6171801708 |
| 2016-11-01 | 304.3487396212 |
| 2016-12-01 | 305.9607538038 |
| 2017-01-01 | 305.8501433605 |
| 2017-02-01 | 304.4618677847 |
| 2017-03-01 | 307.8786734283 |
| 2017-04-01 | 305.8023078334 |
| 2017-05-01 | 305.6939514306 |
| 2017-06-01 | 306.4293187172 |
| 2017-07-01 | 305.2606455321 |
| 2017-08-01 | 305.4646153310 |
| 2017-09-01 | 306.2582956905 |
| 2017-10-01 | 305.6556448939 |
| 2017-11-01 | 306.5421158779 |
| 2017-12-01 | 306.5046778877 |
| 2018-01-01 | 309.5888438042 |
| 2018-02-01 | 309.0949285588 |
| 2018-03-01 | 308.0930333946 |
| 2018-04-01 | 306.5001362766 |
| 2018-05-01 | 307.7296908334 |
| 2018-06-01 | 308.0962621376 |
| 2018-07-01 | 309.0910776771 |
| 2018-08-01 | 309.4968797879 |
| 2018-09-01 | 309.8862673270 |
| 2018-10-01 | 310.6292148506 |
| 2018-11-01 | 310.5017202595 |
| 2018-12-01 | 309.7076183689 |
| 2019-01-01 | 307.3664744778 |
| 2019-02-01 | 309.3647789596 |
| 2019-03-01 | 310.2618520232 |
| 2019-04-01 | 310.5536198478 |
| 2019-05-01 | 311.1940171537 |
| 2019-06-01 | 311.2809916071 |
| 2019-07-01 | 310.7558863455 |
| 2019-08-01 | 310.9755479727 |
| 2019-09-01 | 309.2465994175 |
| 2019-10-01 | 309.0621795072 |
| 2019-11-01 | 308.9685544244 |
| 2019-12-01 | 309.3863481861 |
| 2020-01-01 | 309.5494425683 |
| 2020-02-01 | 310.6823139845 |
| 2020-03-01 | 308.2184412069 |
| 2020-04-01 | 279.4766246506 |
| 2020-05-01 | 278.9175442346 |
| 2020-06-01 | 281.3822022464 |
| 2020-07-01 | 283.6653970098 |
| 2020-08-01 | 285.8130050517 |
| 2020-09-01 | 285.3686267133 |
| 2020-10-01 | 289.9801791655 |
| 2020-11-01 | 292.8157905786 |
| 2020-12-01 | 292.8727860509 |
| 2021-01-01 | 294.5653070293 |
| 2021-02-01 | 295.1840875178 |
| 2021-03-01 | 297.5879829809 |
| 2021-04-01 | 297.1588286337 |
| 2021-05-01 | 297.9377570395 |
| 2021-06-01 | 297.3655329972 |
| 2021-07-01 | 297.6850457776 |
| 2021-08-01 | 297.7015338921 |
| 2021-09-01 | 295.0741126573 |
| 2021-10-01 | 301.0881970423 |
| 2021-11-01 | 301.9895203329 |
| 2021-12-01 | 304.4159463758 |
| 2022-01-01 | 303.9829270917 |
| 2022-02-01 | 305.6087597511 |
| 2022-03-01 | 305.0087418880 |
| 2022-04-01 | 306.2559406576 |
| 2022-05-01 | 306.1704357810 |
| 2022-06-01 | 305.8466044378 |
| 2022-07-01 | 306.8914965733 |
| 2022-08-01 | 306.6158413981 |
| 2022-09-01 | 306.5895457580 |
| 2022-10-01 | 306.4407326703 |
| 2022-11-01 | 306.0043531077 |
| 2022-12-01 | 305.3206863053 |
| 2023-01-01 | 306.7026560096 |
| 2023-02-01 | 305.3458775105 |
| 2023-03-01 | 306.4537493064 |
| 2023-04-01 | 303.9427823274 |
| 2023-05-01 | 303.4619505460 |
| 2023-06-01 | 303.2654025097 |
| 2023-07-01 | 301.2581388638 |
| 2023-08-01 | 299.8807555160 |
| 2023-09-01 | 299.2178714981 |
| 2023-10-01 | 297.1977005087 |
| 2023-11-01 | 295.8303720819 |
| 2023-12-01 | 293.6575248137 |
| 2024-01-01 | 293.5121630506 |
| 2024-02-01 | 293.0870739550 |
| 2024-03-01 | 293.1869785055 |
| 2024-04-01 | 292.9732103600 |
| 2024-05-01 | 293.1392675458 |
| 2024-06-01 | 294.0771333349 |
| 2024-07-01 | 290.1730821259 |
| 2024-08-01 | 289.6500945700 |
| 2024-09-01 | 289.7173515348 |
| 2024-10-01 | 289.7219312644 |
| 2024-11-01 | 289.8834669754 |
| 2024-12-01 | 289.8885197284 |
| 2025-01-01 | 288.5062717214 |
| 2025-02-01 | 288.2981249614 |
| 2025-03-01 | 287.0865318629 |
| 2025-04-01 | 287.7577054798 |
| 2025-05-01 | 286.1554677653 |
| 2025-06-01 | 284.4092933905 |
| 2025-07-01 | 284.3728312729 |
| 2025-08-01 | 284.4651105727 |
| 2025-09-01 | 283.6895034232 |
| 2025-10-01 | 280.2719558856 |
| 2025-11-01 | 279.3755606053 |
| 2025-12-01 | 279.8146493103 |
| 2026-01-01 | 279.7052138595 |
| 2026-02-01 | 280.5256233010 |
| 2026-03-01 | 281.7798840241 |
| 2026-04-01 | 281.9616094949 |
| 2026-05-01 | 283.0035974224 |
| 2026-06-01 | 286.0334511960 |
| 2026-07-01 | 287.2075702423 |
| 2026-08-01 | 289.2515743189 |