Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Minnesota
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Minnesota |
|---|---|
| Series ID | SMU27000006056170001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 7:00 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 | 17.6106305975437 |
| 1990-02-01 | 18.0581263206716 |
| 1990-03-01 | 18.3563148735820 |
| 1990-04-01 | 18.0279934014412 |
| 1990-05-01 | 18.2082691500665 |
| 1990-06-01 | 18.1138639023626 |
| 1990-07-01 | 17.5422054749708 |
| 1990-08-01 | 17.5935241143937 |
| 1990-09-01 | 17.5892749577311 |
| 1990-10-01 | 17.5836657224190 |
| 1990-11-01 | 17.7451419001736 |
| 1990-12-01 | 17.6047438962419 |
| 1991-01-01 | 17.7332838669962 |
| 1991-02-01 | 17.7235995311011 |
| 1991-03-01 | 18.0462936917696 |
| 1991-04-01 | 17.7184668652332 |
| 1991-05-01 | 17.7482910909479 |
| 1991-06-01 | 17.7563590230429 |
| 1991-07-01 | 17.7145356814782 |
| 1991-08-01 | 17.8534679297776 |
| 1991-09-01 | 17.6666783793324 |
| 1991-10-01 | 17.7816178612278 |
| 1991-11-01 | 17.7287092156675 |
| 1991-12-01 | 18.0208216118668 |
| 1992-01-01 | 17.9818776351085 |
| 1992-02-01 | 18.0780059154929 |
| 1992-03-01 | 17.9763209562760 |
| 1992-04-01 | 18.2273243002062 |
| 1992-05-01 | 18.2467103802094 |
| 1992-06-01 | 18.4110054889327 |
| 1992-07-01 | 18.5152388205916 |
| 1992-08-01 | 18.6311768352889 |
| 1992-09-01 | 18.9568625518462 |
| 1992-10-01 | 18.8583513115438 |
| 1992-11-01 | 18.6202767391011 |
| 1992-12-01 | 18.7549917711610 |
| 1993-01-01 | 19.0465570661179 |
| 1993-02-01 | 19.0162864223023 |
| 1993-03-01 | 19.1549473412515 |
| 1993-04-01 | 19.1553019139105 |
| 1993-05-01 | 19.0190729768084 |
| 1993-06-01 | 18.8689837629773 |
| 1993-07-01 | 19.0254542635245 |
| 1993-08-01 | 18.8409317321307 |
| 1993-09-01 | 18.9859221573188 |
| 1993-10-01 | 19.4532317098323 |
| 1993-11-01 | 19.4003758470216 |
| 1993-12-01 | 19.5150534797749 |
| 1994-01-01 | 19.5516968271480 |
| 1994-02-01 | 19.8726271089253 |
| 1994-03-01 | 19.7904089882570 |
| 1994-04-01 | 19.9956677450108 |
| 1994-05-01 | 19.9641089465426 |
| 1994-06-01 | 20.1392215661251 |
| 1994-07-01 | 18.3368449691851 |
| 1994-08-01 | 18.4061824357953 |
| 1994-09-01 | 18.3624364833630 |
| 1994-10-01 | 18.1837304062308 |
| 1994-11-01 | 18.2521168046699 |
| 1994-12-01 | 18.4849020581178 |
| 1995-01-01 | 18.1354397980951 |
| 1995-02-01 | 18.1402810799609 |
| 1995-03-01 | 18.4301105749678 |
| 1995-04-01 | 18.2943478112916 |
| 1995-05-01 | 18.4288892392529 |
| 1995-06-01 | 18.5511807129169 |
| 1995-07-01 | 18.7399999167246 |
| 1995-08-01 | 18.9949555914798 |
| 1995-09-01 | 19.0851304490167 |
| 1995-10-01 | 19.0690470391050 |
| 1995-11-01 | 19.2276368926995 |
| 1995-12-01 | 19.6967555369395 |
| 1996-01-01 | 19.3040541395758 |
| 1996-02-01 | 19.4723704879816 |
| 1996-03-01 | 19.5035660548585 |
| 1996-04-01 | 19.3547110352422 |
| 1996-05-01 | 19.9149891749810 |
| 1996-06-01 | 20.2274451035907 |
| 1996-07-01 | 19.9520901660387 |
| 1996-08-01 | 19.9604364135876 |
| 1996-09-01 | 20.0142015216540 |
| 1996-10-01 | 20.0396607949079 |
| 1996-11-01 | 20.2218449185752 |
| 1996-12-01 | 20.2815295815557 |
| 1997-01-01 | 20.5827808972727 |
| 1997-02-01 | 20.6813944226519 |
| 1997-03-01 | 20.6954276251177 |
| 1997-04-01 | 20.4043211265020 |
| 1997-05-01 | 21.0056594448408 |
| 1997-06-01 | 21.0642300594375 |
| 1997-07-01 | 21.0763465424542 |
| 1997-08-01 | 21.2258529167129 |
| 1997-09-01 | 21.2386097063726 |
| 1997-10-01 | 21.2893338986530 |
| 1997-11-01 | 21.2474594935815 |
| 1997-12-01 | 21.0902122452633 |
| 1998-01-01 | 21.1649651436042 |
| 1998-02-01 | 20.9509087231383 |
| 1998-03-01 | 20.9673416821424 |
| 1998-04-01 | 22.0632965624768 |
| 1998-05-01 | 21.9062307052937 |
| 1998-06-01 | 21.9226879746197 |
| 1998-07-01 | 21.9405998254048 |
| 1998-08-01 | 21.8625338896315 |
| 1998-09-01 | 21.7116317985414 |
| 1998-10-01 | 21.8249847546159 |
| 1998-11-01 | 21.8608638924855 |
| 1998-12-01 | 22.0024534264504 |
| 1999-01-01 | 22.1213468527284 |
| 1999-02-01 | 21.7783255856720 |
| 1999-03-01 | 21.8022849980122 |
| 1999-04-01 | 22.7978542605376 |
| 1999-05-01 | 22.7233865512661 |
| 1999-06-01 | 22.8806373610225 |
| 1999-07-01 | 22.9920839021157 |
| 1999-08-01 | 22.7536672428141 |
| 1999-09-01 | 22.9364377425982 |
| 1999-10-01 | 22.8308020789271 |
| 1999-11-01 | 22.5755116162851 |
| 1999-12-01 | 22.8872405108049 |
| 2000-01-01 | 23.2234197955795 |
| 2000-02-01 | 23.4221615465336 |
| 2000-03-01 | 23.6523107298203 |
| 2000-04-01 | 24.2636929469035 |
| 2000-05-01 | 24.0302081402986 |
| 2000-06-01 | 24.0377304236224 |
| 2000-07-01 | 23.5948220032552 |
| 2000-08-01 | 23.6237224670177 |
| 2000-09-01 | 23.6616637474596 |
| 2000-10-01 | 23.7241335329664 |
| 2000-11-01 | 23.6800753109043 |
| 2000-12-01 | 23.9729148917832 |
| 2001-01-01 | 24.2337478023586 |
| 2001-02-01 | 24.3897142984292 |
| 2001-03-01 | 24.2795578482818 |
| 2001-04-01 | 24.2981299656210 |
| 2001-05-01 | 24.4070080112533 |
| 2001-06-01 | 24.2125698606116 |
| 2001-07-01 | 24.3802995854202 |
| 2001-08-01 | 24.6663165394986 |
| 2001-09-01 | 24.6660227400060 |
| 2001-10-01 | 24.7989267059988 |
| 2001-11-01 | 24.9708385381785 |
| 2001-12-01 | 24.8318733847503 |
| 2002-01-01 | 24.5477918140473 |
| 2002-02-01 | 24.3206830221836 |
| 2002-03-01 | 24.7953199225452 |
| 2002-04-01 | 24.8463226170332 |
| 2002-05-01 | 24.8976178844047 |
| 2002-06-01 | 25.0322184233013 |
| 2002-07-01 | 25.2704683091025 |
| 2002-08-01 | 25.3530115294193 |
| 2002-09-01 | 25.5662818185099 |
| 2002-10-01 | 25.3051571510393 |
| 2002-11-01 | 25.1211879615076 |
| 2002-12-01 | 24.7034305872473 |
| 2003-01-01 | 24.8446484490390 |
| 2003-02-01 | 25.2937503461431 |
| 2003-03-01 | 25.2975102981578 |
| 2003-04-01 | 26.0156942484316 |
| 2003-05-01 | 26.5396876911877 |
| 2003-06-01 | 26.4717828324097 |
| 2003-07-01 | 26.4340010160436 |
| 2003-08-01 | 26.4090158519181 |
| 2003-09-01 | 26.4750569597670 |
| 2003-10-01 | 26.4173406980994 |
| 2003-11-01 | 26.2859759641241 |
| 2003-12-01 | 26.4970246319809 |
| 2004-01-01 | 25.5747293508018 |
| 2004-02-01 | 26.2560352463525 |
| 2004-03-01 | 25.8803538053395 |
| 2004-04-01 | 27.1913325197124 |
| 2004-05-01 | 27.0445648762930 |
| 2004-06-01 | 26.8923326063115 |
| 2004-07-01 | 27.0715935833120 |
| 2004-08-01 | 26.9584067579632 |
| 2004-09-01 | 26.8381354338839 |
| 2004-10-01 | 26.9091270385435 |
| 2004-11-01 | 26.7566732965450 |
| 2004-12-01 | 26.2428986601058 |
| 2005-01-01 | 26.0387990284669 |
| 2005-02-01 | 26.0038146288349 |
| 2005-03-01 | 25.9873511271339 |
| 2005-04-01 | 27.8633421566648 |
| 2005-05-01 | 27.6091112619148 |
| 2005-06-01 | 27.5695644361642 |
| 2005-07-01 | 27.5504950303430 |
| 2005-08-01 | 27.5333178277950 |
| 2005-09-01 | 27.7987978287969 |
| 2005-10-01 | 27.8247864307334 |
| 2005-11-01 | 28.0690856501785 |
| 2005-12-01 | 28.1330081476201 |
| 2006-01-01 | 28.0617150896925 |
| 2006-02-01 | 27.8735620865990 |
| 2006-03-01 | 27.9726733808417 |
| 2006-04-01 | 27.9219861729159 |
| 2006-05-01 | 27.6831368755207 |
| 2006-06-01 | 27.7437225699662 |
| 2006-07-01 | 27.5065836034474 |
| 2006-08-01 | 27.5953765583839 |
| 2006-09-01 | 27.4675169645696 |
| 2006-10-01 | 27.2334077597882 |
| 2006-11-01 | 27.0947606542128 |
| 2006-12-01 | 26.4547446961925 |
| 2007-01-01 | 27.1617170423746 |
| 2007-02-01 | 27.1520586402644 |
| 2007-03-01 | 27.3047104511474 |
| 2007-04-01 | 27.3183164466187 |
| 2007-05-01 | 28.0613951044646 |
| 2007-06-01 | 27.8955459140704 |
| 2007-07-01 | 27.8293874144050 |
| 2007-08-01 | 27.9447099203607 |
| 2007-09-01 | 27.8195694161484 |
| 2007-10-01 | 27.8922267106061 |
| 2007-11-01 | 27.9264883045191 |
| 2007-12-01 | 27.5222250900794 |
| 2008-01-01 | 27.1425325363775 |
| 2008-02-01 | 27.4788816269572 |
| 2008-03-01 | 26.9445533164389 |
| 2008-04-01 | 27.3111609756273 |
| 2008-05-01 | 27.7173485638853 |
| 2008-06-01 | 27.7432627339687 |
| 2008-07-01 | 27.5336700913016 |
| 2008-08-01 | 27.4825018614282 |
| 2008-09-01 | 27.4050466097832 |
| 2008-10-01 | 27.2668999358296 |
| 2008-11-01 | 27.0024743001228 |
| 2008-12-01 | 27.1039915453634 |
| 2009-01-01 | 27.4577199666656 |
| 2009-02-01 | 26.1367951408351 |
| 2009-03-01 | 26.8554745072021 |
| 2009-04-01 | 26.2249988431295 |
| 2009-05-01 | 26.3307337985368 |
| 2009-06-01 | 26.1648761226343 |
| 2009-07-01 | 26.2512685722755 |
| 2009-08-01 | 26.0062423176811 |
| 2009-09-01 | 26.0269190696167 |
| 2009-10-01 | 25.8190125809811 |
| 2009-11-01 | 25.6505091783091 |
| 2009-12-01 | 26.4020797617242 |
| 2010-01-01 | 25.9561336236100 |
| 2010-02-01 | 26.4436509531090 |
| 2010-03-01 | 24.7588040989402 |
| 2010-04-01 | 26.3851188987002 |
| 2010-05-01 | 25.7150110397875 |
| 2010-06-01 | 25.4703895180079 |
| 2010-07-01 | 25.7661924839348 |
| 2010-08-01 | 25.6892511912011 |
| 2010-09-01 | 25.6679946257870 |
| 2010-10-01 | 26.3023048638066 |
| 2010-11-01 | 26.8040583766327 |
| 2010-12-01 | 27.0873073450394 |
| 2011-01-01 | 27.4341823064648 |
| 2011-02-01 | 26.6615392936287 |
| 2011-03-01 | 26.9835744811982 |
| 2011-04-01 | 26.7340130068753 |
| 2011-05-01 | 26.5201680373756 |
| 2011-06-01 | 26.5494677230237 |
| 2011-07-01 | 26.6170617694392 |
| 2011-08-01 | 26.9077244378947 |
| 2011-09-01 | 27.0367661135472 |
| 2011-10-01 | 26.7977559520804 |
| 2011-11-01 | 26.8416741367919 |
| 2011-12-01 | 26.1019055068131 |
| 2012-01-01 | 26.3498327006465 |
| 2012-02-01 | 25.9804187796187 |
| 2012-03-01 | 26.1033055701719 |
| 2012-04-01 | 27.5243346151123 |
| 2012-05-01 | 26.9469477673743 |
| 2012-06-01 | 26.7543282061664 |
| 2012-07-01 | 26.5233896766338 |
| 2012-08-01 | 26.6155666437284 |
| 2012-09-01 | 26.8096031909653 |
| 2012-10-01 | 26.7078962152990 |
| 2012-11-01 | 26.2792795248666 |
| 2012-12-01 | 27.1865934716254 |
| 2013-01-01 | 26.2149113459312 |
| 2013-02-01 | 28.1185745251527 |
| 2013-03-01 | 28.2970717694682 |
| 2013-04-01 | 27.0728595815833 |
| 2013-05-01 | 27.9829279199918 |
| 2013-06-01 | 28.1191764484346 |
| 2013-07-01 | 28.1334750038524 |
| 2013-08-01 | 28.1425433570384 |
| 2013-09-01 | 28.1224332497905 |
| 2013-10-01 | 28.2948685327472 |
| 2013-11-01 | 28.3577011604698 |
| 2013-12-01 | 29.3440917725072 |
| 2014-01-01 | 29.6733652687321 |
| 2014-02-01 | 29.7690179812274 |
| 2014-03-01 | 28.7776976012312 |
| 2014-04-01 | 28.4863305158776 |
| 2014-05-01 | 29.5978581334882 |
| 2014-06-01 | 30.1277820857038 |
| 2014-07-01 | 30.2674463527037 |
| 2014-08-01 | 30.1119262275755 |
| 2014-09-01 | 30.1060932927952 |
| 2014-10-01 | 29.9765666245209 |
| 2014-11-01 | 30.6016476885069 |
| 2014-12-01 | 28.4501451607868 |
| 2015-01-01 | 29.8353537376379 |
| 2015-02-01 | 30.0394749779723 |
| 2015-03-01 | 29.7009798930587 |
| 2015-04-01 | 31.2416653045912 |
| 2015-05-01 | 31.1262518081143 |
| 2015-06-01 | 30.9613108623482 |
| 2015-07-01 | 30.8400755494127 |
| 2015-08-01 | 30.8989775315738 |
| 2015-09-01 | 30.7550096533716 |
| 2015-10-01 | 31.1816644371206 |
| 2015-11-01 | 31.1382172772201 |
| 2015-12-01 | 30.4765743702836 |
| 2016-01-01 | 30.2143330381280 |
| 2016-02-01 | 30.8851101968133 |
| 2016-03-01 | 29.6102504076782 |
| 2016-04-01 | 31.5729489736757 |
| 2016-05-01 | 31.3530077650299 |
| 2016-06-01 | 30.7852035349812 |
| 2016-07-01 | 31.1602944822548 |
| 2016-08-01 | 31.3095213520501 |
| 2016-09-01 | 31.2758430824410 |
| 2016-10-01 | 31.0764863883898 |
| 2016-11-01 | 30.9629152457776 |
| 2016-12-01 | 31.7867975914157 |
| 2017-01-01 | 31.9091300843931 |
| 2017-02-01 | 30.0772569079165 |
| 2017-03-01 | 32.1164071625656 |
| 2017-04-01 | 32.2445023553903 |
| 2017-05-01 | 31.9595737727421 |
| 2017-06-01 | 31.9996032808424 |
| 2017-07-01 | 31.7717351073268 |
| 2017-08-01 | 31.7166463456545 |
| 2017-09-01 | 31.8512516233519 |
| 2017-10-01 | 31.8276951649502 |
| 2017-11-01 | 31.3682155803930 |
| 2017-12-01 | 31.2439665601655 |
| 2018-01-01 | 31.9572705206236 |
| 2018-02-01 | 31.5543733940774 |
| 2018-03-01 | 31.7326881321374 |
| 2018-04-01 | 31.4782253005874 |
| 2018-05-01 | 32.0962267588649 |
| 2018-06-01 | 32.8359741120037 |
| 2018-07-01 | 32.5662150747883 |
| 2018-08-01 | 32.5073615647636 |
| 2018-09-01 | 32.5162185216166 |
| 2018-10-01 | 32.4456846227391 |
| 2018-11-01 | 32.5493076403498 |
| 2018-12-01 | 31.0024410002037 |
| 2019-01-01 | 30.6756423235893 |
| 2019-02-01 | 33.9758994855354 |
| 2019-03-01 | 33.5393617692592 |
| 2019-04-01 | 33.4002048672366 |
| 2019-05-01 | 33.5535605090655 |
| 2019-06-01 | 33.8713236610287 |
| 2019-07-01 | 33.6922818796869 |
| 2019-08-01 | 33.6646169738880 |
| 2019-09-01 | 33.3542150272332 |
| 2019-10-01 | 33.2584176205543 |
| 2019-11-01 | 32.7807357740077 |
| 2019-12-01 | 33.7296125065401 |
| 2020-01-01 | 34.0207784916893 |
| 2020-02-01 | 34.1908468007830 |
| 2020-03-01 | 32.0973554529232 |
| 2020-04-01 | 29.1730652514670 |
| 2020-05-01 | 31.2647701488687 |
| 2020-06-01 | 31.3701920693981 |
| 2020-07-01 | 31.4837398290908 |
| 2020-08-01 | 31.9177931540039 |
| 2020-09-01 | 32.0681249308888 |
| 2020-10-01 | 32.4208224148388 |
| 2020-11-01 | 32.6206549140507 |
| 2020-12-01 | 30.8092372827204 |
| 2021-01-01 | 32.1957286845607 |
| 2021-02-01 | 31.4912856678924 |
| 2021-03-01 | 32.0936392822225 |
| 2021-04-01 | 32.9498425281112 |
| 2021-05-01 | 32.7483178748709 |
| 2021-06-01 | 32.4321956852594 |
| 2021-07-01 | 32.6316231881014 |
| 2021-08-01 | 32.4400653559087 |
| 2021-09-01 | 32.0992791873804 |
| 2021-10-01 | 32.8575375686927 |
| 2021-11-01 | 33.0955080263366 |
| 2021-12-01 | 33.2174510933195 |
| 2022-01-01 | 33.3290030329403 |
| 2022-02-01 | 33.1118881976885 |
| 2022-03-01 | 32.9969859751396 |
| 2022-04-01 | 32.5306088830359 |
| 2022-05-01 | 33.4233348030766 |
| 2022-06-01 | 33.0596509951675 |
| 2022-07-01 | 33.6948221230922 |
| 2022-08-01 | 33.6127879012546 |
| 2022-09-01 | 33.6714285999972 |
| 2022-10-01 | 33.7392325467140 |
| 2022-11-01 | 33.6397467090408 |
| 2022-12-01 | 33.6190914661980 |
| 2023-01-01 | 34.2484594773679 |
| 2023-02-01 | 34.0064510287853 |
| 2023-03-01 | 35.2219375370251 |
| 2023-04-01 | 32.8193607189315 |
| 2023-05-01 | 34.1795062338292 |
| 2023-06-01 | 34.7896191563148 |
| 2023-07-01 | 34.3008049375790 |
| 2023-08-01 | 34.3289373587987 |
| 2023-09-01 | 34.7895097866703 |
| 2023-10-01 | 34.0793103591466 |
| 2023-11-01 | 34.0214168699942 |
| 2023-12-01 | 32.4174228051022 |
| 2024-01-01 | 33.5887575135652 |
| 2024-02-01 | 33.6901154808928 |
| 2024-03-01 | 33.5950335912794 |
| 2024-04-01 | 34.0433057018530 |
| 2024-05-01 | 34.3971207249239 |
| 2024-06-01 | 34.6869671282433 |
| 2024-07-01 | 34.4620037211306 |
| 2024-08-01 | 34.6829631990590 |
| 2024-09-01 | 34.8886796900427 |
| 2024-10-01 | 35.1454860582005 |
| 2024-11-01 | 35.1199320400439 |
| 2024-12-01 | 34.7926498795411 |
| 2025-01-01 | 34.8167312611669 |
| 2025-02-01 | 35.8349359608467 |
| 2025-03-01 | 34.8969582745714 |
| 2025-04-01 | 35.1806857507899 |
| 2025-05-01 | 35.2111599827695 |
| 2025-06-01 | 35.1039527297566 |
| 2025-07-01 | 35.0953668712284 |
| 2025-08-01 | 35.1369194046449 |
| 2025-09-01 | 35.0022054496468 |
| 2025-10-01 | 34.9107442805239 |
| 2025-11-01 | 35.2779611737550 |
| 2025-12-01 | 36.0889247277900 |
| 2026-01-01 | 36.1285515831760 |
| 2026-02-01 | 36.5884164344971 |
| 2026-03-01 | 37.8044878237473 |
| 2026-04-01 | 36.9616672249678 |
| 2026-05-01 | 36.6926883405299 |
| 2026-06-01 | 36.5538458218661 |
| 2026-07-01 | 36.8944933470728 |