Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Minnesota
| Title | All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Minnesota |
|---|---|
| Series ID | SMU27000006054120001SA |
| 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 2025-12-01 |
| Last Updated | 2026-01-28 2:46 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 | 15.5253003052210 |
| 1990-02-01 | 15.5571904979807 |
| 1990-03-01 | 15.7579587551468 |
| 1990-04-01 | 16.0582794235179 |
| 1990-05-01 | 16.2573926901112 |
| 1990-06-01 | 16.2920447323935 |
| 1990-07-01 | 16.3271899496706 |
| 1990-08-01 | 16.3782444305652 |
| 1990-09-01 | 16.4769753019558 |
| 1990-10-01 | 16.4777715007178 |
| 1990-11-01 | 16.4967434297792 |
| 1990-12-01 | 16.0959599057291 |
| 1991-01-01 | 17.0286781408439 |
| 1991-02-01 | 16.7529898737247 |
| 1991-03-01 | 16.6288069698814 |
| 1991-04-01 | 16.6667353122547 |
| 1991-05-01 | 16.6812082726393 |
| 1991-06-01 | 16.6780211510760 |
| 1991-07-01 | 16.8345431701663 |
| 1991-08-01 | 16.8029676362822 |
| 1991-09-01 | 16.7202202134008 |
| 1991-10-01 | 16.4385758499032 |
| 1991-11-01 | 16.3475036138439 |
| 1991-12-01 | 15.9028496538760 |
| 1992-01-01 | 14.8342218441376 |
| 1992-02-01 | 14.9567789357741 |
| 1992-03-01 | 14.8026248346892 |
| 1992-04-01 | 14.4821189196469 |
| 1992-05-01 | 14.4142433944219 |
| 1992-06-01 | 14.6437687842977 |
| 1992-07-01 | 14.0611789722987 |
| 1992-08-01 | 14.0333363860297 |
| 1992-09-01 | 13.9795705543927 |
| 1992-10-01 | 14.0603770304176 |
| 1992-11-01 | 14.0602980701588 |
| 1992-12-01 | 14.1079920456590 |
| 1993-01-01 | 13.9693577879132 |
| 1993-02-01 | 13.8740386244966 |
| 1993-03-01 | 13.9008497110625 |
| 1993-04-01 | 14.0149318639255 |
| 1993-05-01 | 13.9441267232532 |
| 1993-06-01 | 14.0106022790093 |
| 1993-07-01 | 14.0574862585886 |
| 1993-08-01 | 13.9458275392869 |
| 1993-09-01 | 13.8285554055295 |
| 1993-10-01 | 14.1857292437834 |
| 1993-11-01 | 14.2523128910274 |
| 1993-12-01 | 14.2312017897033 |
| 1994-01-01 | 14.5231136853187 |
| 1994-02-01 | 14.5951911171136 |
| 1994-03-01 | 14.5224063499265 |
| 1994-04-01 | 14.6622303524058 |
| 1994-05-01 | 14.6384700244684 |
| 1994-06-01 | 14.7651718957192 |
| 1994-07-01 | 14.7727843555339 |
| 1994-08-01 | 14.9469458395025 |
| 1994-09-01 | 14.9755078129989 |
| 1994-10-01 | 14.9291123833564 |
| 1994-11-01 | 14.8520352493042 |
| 1994-12-01 | 14.9060952429401 |
| 1995-01-01 | 14.8784113424973 |
| 1995-02-01 | 15.0188658593222 |
| 1995-03-01 | 15.2589493744620 |
| 1995-04-01 | 15.1301544782306 |
| 1995-05-01 | 15.3077275753630 |
| 1995-06-01 | 15.0517196766749 |
| 1995-07-01 | 15.4477494724163 |
| 1995-08-01 | 15.4491667031427 |
| 1995-09-01 | 15.4205840591793 |
| 1995-10-01 | 15.3255875764111 |
| 1995-11-01 | 15.3818501298382 |
| 1995-12-01 | 15.5834278967030 |
| 1996-01-01 | 15.0711927981547 |
| 1996-02-01 | 15.1202378801782 |
| 1996-03-01 | 15.0918821316573 |
| 1996-04-01 | 15.2755912198437 |
| 1996-05-01 | 15.7820975827378 |
| 1996-06-01 | 15.4341986490324 |
| 1996-07-01 | 15.2609719421915 |
| 1996-08-01 | 15.2524486547766 |
| 1996-09-01 | 15.2648508803755 |
| 1996-10-01 | 15.5422181041706 |
| 1996-11-01 | 15.6689338597795 |
| 1996-12-01 | 15.6548737799460 |
| 1997-01-01 | 15.5173472689674 |
| 1997-02-01 | 15.4194375342005 |
| 1997-03-01 | 15.2040131146490 |
| 1997-04-01 | 15.1769478968741 |
| 1997-05-01 | 15.2780886341066 |
| 1997-06-01 | 15.1465101497744 |
| 1997-07-01 | 15.4660569295251 |
| 1997-08-01 | 15.4273671690675 |
| 1997-09-01 | 15.5661873597455 |
| 1997-10-01 | 15.6061968877488 |
| 1997-11-01 | 15.6962500037907 |
| 1997-12-01 | 15.7936935706803 |
| 1998-01-01 | 16.0666583616359 |
| 1998-02-01 | 15.9993843792438 |
| 1998-03-01 | 16.0696450715697 |
| 1998-04-01 | 15.6130735545232 |
| 1998-05-01 | 15.3969181076163 |
| 1998-06-01 | 15.8204178082301 |
| 1998-07-01 | 15.7221629038279 |
| 1998-08-01 | 15.8025935412771 |
| 1998-09-01 | 15.7845112268670 |
| 1998-10-01 | 15.7681594440599 |
| 1998-11-01 | 15.7175938953212 |
| 1998-12-01 | 15.8253576011792 |
| 1999-01-01 | 15.8669539260042 |
| 1999-02-01 | 15.8876178818677 |
| 1999-03-01 | 16.0172115524621 |
| 1999-04-01 | 16.3043396822977 |
| 1999-05-01 | 16.3131810330315 |
| 1999-06-01 | 16.4009495869086 |
| 1999-07-01 | 17.5668578630605 |
| 1999-08-01 | 17.5824017996991 |
| 1999-09-01 | 17.5360920037316 |
| 1999-10-01 | 17.2258277973694 |
| 1999-11-01 | 17.1319062420292 |
| 1999-12-01 | 16.8584031266252 |
| 2000-01-01 | 16.3851899520930 |
| 2000-02-01 | 16.6361334065873 |
| 2000-03-01 | 16.4524625883320 |
| 2000-04-01 | 16.3187133739856 |
| 2000-05-01 | 16.2299762809352 |
| 2000-06-01 | 16.1702342285941 |
| 2000-07-01 | 16.1183750896825 |
| 2000-08-01 | 15.9607203469412 |
| 2000-09-01 | 16.1553188021002 |
| 2000-10-01 | 16.6651512911431 |
| 2000-11-01 | 16.5483317147060 |
| 2000-12-01 | 16.5389441675275 |
| 2001-01-01 | 16.4836400713405 |
| 2001-02-01 | 16.4721390788873 |
| 2001-03-01 | 16.5873663983710 |
| 2001-04-01 | 16.5713121064143 |
| 2001-05-01 | 16.4621102209527 |
| 2001-06-01 | 16.4071194670107 |
| 2001-07-01 | 16.3374562650958 |
| 2001-08-01 | 15.8023950777066 |
| 2001-09-01 | 16.2407460678762 |
| 2001-10-01 | 16.3973189310921 |
| 2001-11-01 | 16.1006896845043 |
| 2001-12-01 | 15.9087725402426 |
| 2002-01-01 | 16.1538323333220 |
| 2002-02-01 | 16.1959263284052 |
| 2002-03-01 | 16.0503619132464 |
| 2002-04-01 | 16.0668875228973 |
| 2002-05-01 | 16.1117676537582 |
| 2002-06-01 | 16.1675632674227 |
| 2002-07-01 | 15.9584987811076 |
| 2002-08-01 | 15.9909826442912 |
| 2002-09-01 | 15.6904085950401 |
| 2002-10-01 | 15.5427508740114 |
| 2002-11-01 | 15.5342426630505 |
| 2002-12-01 | 15.4449998866412 |
| 2003-01-01 | 15.4289046511162 |
| 2003-02-01 | 15.3674264970703 |
| 2003-03-01 | 15.3294019720543 |
| 2003-04-01 | 14.9643172208374 |
| 2003-05-01 | 14.7835504759207 |
| 2003-06-01 | 14.4718020619674 |
| 2003-07-01 | 14.6556966861619 |
| 2003-08-01 | 14.0785065680818 |
| 2003-09-01 | 14.2785706418010 |
| 2003-10-01 | 14.1586079251038 |
| 2003-11-01 | 14.0595358415031 |
| 2003-12-01 | 14.0001847610505 |
| 2004-01-01 | 13.3959347367806 |
| 2004-02-01 | 13.4540679956804 |
| 2004-03-01 | 13.7491659119627 |
| 2004-04-01 | 13.9576073636201 |
| 2004-05-01 | 13.9695792486622 |
| 2004-06-01 | 14.0564821388731 |
| 2004-07-01 | 13.9653459173643 |
| 2004-08-01 | 14.2457515644038 |
| 2004-09-01 | 14.0792687424694 |
| 2004-10-01 | 14.0928615962198 |
| 2004-11-01 | 14.0677410759523 |
| 2004-12-01 | 14.2585532423874 |
| 2005-01-01 | 13.8460547007838 |
| 2005-02-01 | 13.8235176052826 |
| 2005-03-01 | 13.8472413024399 |
| 2005-04-01 | 13.8469199051269 |
| 2005-05-01 | 14.3766005020684 |
| 2005-06-01 | 14.0634745252964 |
| 2005-07-01 | 14.1622773468101 |
| 2005-08-01 | 14.1429087315723 |
| 2005-09-01 | 14.1981769969268 |
| 2005-10-01 | 14.2141603833644 |
| 2005-11-01 | 13.8678113746026 |
| 2005-12-01 | 14.0495251057834 |
| 2006-01-01 | 14.2744665410462 |
| 2006-02-01 | 14.2520462272847 |
| 2006-03-01 | 14.3336613734132 |
| 2006-04-01 | 14.2339193129845 |
| 2006-05-01 | 14.1938184934045 |
| 2006-06-01 | 14.1521097486912 |
| 2006-07-01 | 14.1820226732607 |
| 2006-08-01 | 14.1518782715265 |
| 2006-09-01 | 14.2480554846226 |
| 2006-10-01 | 14.1411036754774 |
| 2006-11-01 | 14.2481900415535 |
| 2006-12-01 | 14.4213770223474 |
| 2007-01-01 | 14.4228065048943 |
| 2007-02-01 | 14.4800746710023 |
| 2007-03-01 | 14.4197432690569 |
| 2007-04-01 | 14.6227009082642 |
| 2007-05-01 | 14.1817000390588 |
| 2007-06-01 | 14.3340401436423 |
| 2007-07-01 | 14.6895132238681 |
| 2007-08-01 | 15.0024801873589 |
| 2007-09-01 | 14.7993049549386 |
| 2007-10-01 | 14.9305814457567 |
| 2007-11-01 | 15.2035500514053 |
| 2007-12-01 | 15.0243004489169 |
| 2008-01-01 | 15.0213438244955 |
| 2008-02-01 | 15.0444274788580 |
| 2008-03-01 | 14.9943668343733 |
| 2008-04-01 | 14.8111645867235 |
| 2008-05-01 | 14.7231634646545 |
| 2008-06-01 | 14.8671343785339 |
| 2008-07-01 | 14.5805665545499 |
| 2008-08-01 | 15.1020831299833 |
| 2008-09-01 | 14.8236524320316 |
| 2008-10-01 | 14.9062160711920 |
| 2008-11-01 | 14.8007672808841 |
| 2008-12-01 | 14.8428477537353 |
| 2009-01-01 | 14.8463634392346 |
| 2009-02-01 | 14.7451945235348 |
| 2009-03-01 | 14.6752237423249 |
| 2009-04-01 | 14.6645403696285 |
| 2009-05-01 | 14.6934312387016 |
| 2009-06-01 | 14.5845025274838 |
| 2009-07-01 | 14.5649830718024 |
| 2009-08-01 | 15.0485628925910 |
| 2009-09-01 | 14.4156569562401 |
| 2009-10-01 | 14.2895882361478 |
| 2009-11-01 | 14.3233267125857 |
| 2009-12-01 | 14.0979359080650 |
| 2010-01-01 | 13.8868714410877 |
| 2010-02-01 | 13.8432448950921 |
| 2010-03-01 | 13.8245539058652 |
| 2010-04-01 | 13.8016452748135 |
| 2010-05-01 | 13.7411046019140 |
| 2010-06-01 | 13.7882252434148 |
| 2010-07-01 | 13.8506022910482 |
| 2010-08-01 | 14.2505982772405 |
| 2010-09-01 | 13.7876647352547 |
| 2010-10-01 | 13.8855832756642 |
| 2010-11-01 | 13.8754947193398 |
| 2010-12-01 | 13.8421576570089 |
| 2011-01-01 | 14.1971611006323 |
| 2011-02-01 | 14.2263178088458 |
| 2011-03-01 | 14.2774069354486 |
| 2011-04-01 | 14.3295442233919 |
| 2011-05-01 | 14.2973073602880 |
| 2011-06-01 | 14.1938509969024 |
| 2011-07-01 | 14.0649981543747 |
| 2011-08-01 | 14.5904808454022 |
| 2011-09-01 | 14.0393425710153 |
| 2011-10-01 | 13.6765643510147 |
| 2011-11-01 | 13.7759138314951 |
| 2011-12-01 | 13.7533824217965 |
| 2012-01-01 | 13.7197430718098 |
| 2012-02-01 | 13.7103969921871 |
| 2012-03-01 | 13.6368131880795 |
| 2012-04-01 | 13.6024992216995 |
| 2012-05-01 | 13.6992111390046 |
| 2012-06-01 | 13.5792573456393 |
| 2012-07-01 | 13.6472684388339 |
| 2012-08-01 | 14.6645008233394 |
| 2012-09-01 | 13.6851599500633 |
| 2012-10-01 | 13.7568431766792 |
| 2012-11-01 | 13.9400531340224 |
| 2012-12-01 | 13.5373089866953 |
| 2013-01-01 | 14.1299502801073 |
| 2013-02-01 | 14.2153663005134 |
| 2013-03-01 | 14.3247576537613 |
| 2013-04-01 | 14.3966854198205 |
| 2013-05-01 | 14.3331986929240 |
| 2013-06-01 | 14.4484217134087 |
| 2013-07-01 | 14.4113461983102 |
| 2013-08-01 | 13.9496928704247 |
| 2013-09-01 | 14.5012785214245 |
| 2013-10-01 | 14.5279196209837 |
| 2013-11-01 | 14.4912897043457 |
| 2013-12-01 | 14.6134884632797 |
| 2014-01-01 | 14.2484773668519 |
| 2014-02-01 | 14.3413737243324 |
| 2014-03-01 | 14.3273316362973 |
| 2014-04-01 | 14.3259439494717 |
| 2014-05-01 | 14.3506569768015 |
| 2014-06-01 | 14.7069952543424 |
| 2014-07-01 | 14.5514121661894 |
| 2014-08-01 | 14.4051968234764 |
| 2014-09-01 | 14.6415357687930 |
| 2014-10-01 | 14.6985228415572 |
| 2014-11-01 | 14.7571181954889 |
| 2014-12-01 | 14.8176505445795 |
| 2015-01-01 | 14.8500885155681 |
| 2015-02-01 | 14.8702583447140 |
| 2015-03-01 | 14.8282095668647 |
| 2015-04-01 | 14.9609819220433 |
| 2015-05-01 | 14.9266546410929 |
| 2015-06-01 | 14.9685702201872 |
| 2015-07-01 | 15.2329944309292 |
| 2015-08-01 | 14.8973737947751 |
| 2015-09-01 | 15.2129624341351 |
| 2015-10-01 | 15.0669197613417 |
| 2015-11-01 | 15.1276606127508 |
| 2015-12-01 | 15.2290115030613 |
| 2016-01-01 | 15.5659254908132 |
| 2016-02-01 | 15.3994168268917 |
| 2016-03-01 | 15.5194126623541 |
| 2016-04-01 | 15.5194541710701 |
| 2016-05-01 | 15.5738496581472 |
| 2016-06-01 | 15.6389565743572 |
| 2016-07-01 | 15.6297267583370 |
| 2016-08-01 | 15.6201472207440 |
| 2016-09-01 | 15.6445454942428 |
| 2016-10-01 | 15.7134970058259 |
| 2016-11-01 | 15.6804234245726 |
| 2016-12-01 | 15.4410241994591 |
| 2017-01-01 | 15.7015076533837 |
| 2017-02-01 | 15.9316684686004 |
| 2017-03-01 | 15.7312412418377 |
| 2017-04-01 | 15.6845625194065 |
| 2017-05-01 | 15.7289838587797 |
| 2017-06-01 | 15.6178578585468 |
| 2017-07-01 | 15.4167673667493 |
| 2017-08-01 | 15.4848907273408 |
| 2017-09-01 | 15.3746890602198 |
| 2017-10-01 | 15.3455575448373 |
| 2017-11-01 | 15.4383738739505 |
| 2017-12-01 | 15.4390190690589 |
| 2018-01-01 | 15.3655914289509 |
| 2018-02-01 | 15.7796140502103 |
| 2018-03-01 | 15.3944503176921 |
| 2018-04-01 | 15.7766840579567 |
| 2018-05-01 | 15.2903204686541 |
| 2018-06-01 | 15.2778950932984 |
| 2018-07-01 | 15.3257428529626 |
| 2018-08-01 | 15.3312931687658 |
| 2018-09-01 | 15.3893139763512 |
| 2018-10-01 | 15.4748550299149 |
| 2018-11-01 | 15.5287925811495 |
| 2018-12-01 | 15.5385175302919 |
| 2019-01-01 | 15.6321221160201 |
| 2019-02-01 | 15.6564183184696 |
| 2019-03-01 | 15.8058941178548 |
| 2019-04-01 | 15.9721459481202 |
| 2019-05-01 | 15.4386651938490 |
| 2019-06-01 | 15.6093569153602 |
| 2019-07-01 | 15.3049000601269 |
| 2019-08-01 | 15.7572944953937 |
| 2019-09-01 | 15.7866449744664 |
| 2019-10-01 | 15.8105182641325 |
| 2019-11-01 | 15.7383614039453 |
| 2019-12-01 | 15.7471918567208 |
| 2020-01-01 | 15.7981593054167 |
| 2020-02-01 | 15.9627083702221 |
| 2020-03-01 | 15.9596438990201 |
| 2020-04-01 | 14.7649557462135 |
| 2020-05-01 | 15.1633423249977 |
| 2020-06-01 | 15.1112765312084 |
| 2020-07-01 | 15.1531005113687 |
| 2020-08-01 | 14.9730716381212 |
| 2020-09-01 | 14.9868229437551 |
| 2020-10-01 | 14.8727712509406 |
| 2020-11-01 | 14.9655964569016 |
| 2020-12-01 | 15.1717323388444 |
| 2021-01-01 | 15.1529129436435 |
| 2021-02-01 | 15.1727210253841 |
| 2021-03-01 | 15.2889352696791 |
| 2021-04-01 | 15.3388286346491 |
| 2021-05-01 | 16.2081587746729 |
| 2021-06-01 | 15.3206367171835 |
| 2021-07-01 | 15.2379203523917 |
| 2021-08-01 | 15.3449833935869 |
| 2021-09-01 | 15.3939185450583 |
| 2021-10-01 | 15.6298243870072 |
| 2021-11-01 | 15.6805989812343 |
| 2021-12-01 | 15.6213304338702 |
| 2022-01-01 | 15.7245323286370 |
| 2022-02-01 | 15.6539474164256 |
| 2022-03-01 | 15.6025788864052 |
| 2022-04-01 | 15.9073280430702 |
| 2022-05-01 | 15.9816374745797 |
| 2022-06-01 | 16.0455236061047 |
| 2022-07-01 | 16.2364281087740 |
| 2022-08-01 | 16.1920385632500 |
| 2022-09-01 | 16.5692021522220 |
| 2022-10-01 | 16.0136918491814 |
| 2022-11-01 | 16.1833814768586 |
| 2022-12-01 | 16.2785220093302 |
| 2023-01-01 | 16.4113967895557 |
| 2023-02-01 | 16.5220598089688 |
| 2023-03-01 | 16.5810192229227 |
| 2023-04-01 | 16.4923892620233 |
| 2023-05-01 | 16.5722857350567 |
| 2023-06-01 | 16.5662467314670 |
| 2023-07-01 | 16.5776889544408 |
| 2023-08-01 | 16.5448866362647 |
| 2023-09-01 | 16.3246368466809 |
| 2023-10-01 | 16.0810759072696 |
| 2023-11-01 | 16.3523201936889 |
| 2023-12-01 | 16.5285463752905 |
| 2024-01-01 | 16.5196505470880 |
| 2024-02-01 | 16.6957610259081 |
| 2024-03-01 | 16.6690761219506 |
| 2024-04-01 | 16.6693852206273 |
| 2024-05-01 | 16.4476967002104 |
| 2024-06-01 | 16.3920992094769 |
| 2024-07-01 | 16.2432450026926 |
| 2024-08-01 | 16.3513310530228 |
| 2024-09-01 | 16.2339695927777 |
| 2024-10-01 | 16.1616834176617 |
| 2024-11-01 | 16.2067080082084 |
| 2024-12-01 | 15.9680760645524 |
| 2025-01-01 | 15.6025862266706 |
| 2025-02-01 | 15.7809738816865 |
| 2025-03-01 | 15.8440546941202 |
| 2025-04-01 | 15.9408791897498 |
| 2025-05-01 | 16.4079378317918 |
| 2025-06-01 | 16.4248700705020 |
| 2025-07-01 | 16.5153024208309 |
| 2025-08-01 | 16.5170170842627 |
| 2025-09-01 | 16.8600167188048 |
| 2025-10-01 | 16.6394076811310 |
| 2025-11-01 | 16.5840041892807 |
| 2025-12-01 | 16.5922011884471 |