Table Data - All Employees: Professional and Business Services in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Professional and Business Services in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | KALA026PBSV |
| 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 2024-08-01 |
| Last Updated | 2024-09-21 6:16 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 | 8.703967112172391 |
| 1990-02-01 | 8.994720146968369 |
| 1990-03-01 | 9.415517266389720 |
| 1990-04-01 | 9.554313738242420 |
| 1990-05-01 | 9.743865838391790 |
| 1990-06-01 | 9.768318347291741 |
| 1990-07-01 | 9.896244785744760 |
| 1990-08-01 | 9.904990670444010 |
| 1990-09-01 | 10.145970922095800 |
| 1990-10-01 | 10.097938857975400 |
| 1990-11-01 | 9.970862702710471 |
| 1990-12-01 | 9.890988262829780 |
| 1991-01-01 | 10.161742076867599 |
| 1991-02-01 | 10.142641768994200 |
| 1991-03-01 | 10.227925520701302 |
| 1991-04-01 | 10.261039485883100 |
| 1991-05-01 | 10.145954642220401 |
| 1991-06-01 | 10.373531404195100 |
| 1991-07-01 | 10.377819946503400 |
| 1991-08-01 | 10.495173848709700 |
| 1991-09-01 | 10.655258547993300 |
| 1991-10-01 | 11.277574529513700 |
| 1991-11-01 | 10.941952395186200 |
| 1991-12-01 | 10.974950885564402 |
| 1992-01-01 | 10.985984636376800 |
| 1992-02-01 | 11.171952276464902 |
| 1992-03-01 | 10.954984149647501 |
| 1992-04-01 | 11.184044682839598 |
| 1992-05-01 | 11.356442114020801 |
| 1992-06-01 | 11.371237522129200 |
| 1992-07-01 | 11.245854204998698 |
| 1992-08-01 | 11.355726430167700 |
| 1992-09-01 | 11.082681370824302 |
| 1992-10-01 | 10.511208468258900 |
| 1992-11-01 | 10.339297310210801 |
| 1992-12-01 | 10.728964770090000 |
| 1993-01-01 | 10.983107479414999 |
| 1993-02-01 | 10.847577275831599 |
| 1993-03-01 | 10.887274332717100 |
| 1993-04-01 | 10.575356653330000 |
| 1993-05-01 | 10.665835627589200 |
| 1993-06-01 | 10.579767729717300 |
| 1993-07-01 | 10.635375300517499 |
| 1993-08-01 | 10.650726747345000 |
| 1993-09-01 | 10.818789725761200 |
| 1993-10-01 | 11.519455582991600 |
| 1993-11-01 | 11.430007779106300 |
| 1993-12-01 | 11.606216481281200 |
| 1994-01-01 | 11.612959891769900 |
| 1994-02-01 | 11.568437299725100 |
| 1994-03-01 | 11.408443389258801 |
| 1994-04-01 | 12.000209318605599 |
| 1994-05-01 | 11.854313114402402 |
| 1994-06-01 | 11.845311638517899 |
| 1994-07-01 | 12.306886405602500 |
| 1994-08-01 | 12.080726662938800 |
| 1994-09-01 | 12.104214486817600 |
| 1994-10-01 | 12.333241293546300 |
| 1994-11-01 | 12.443285856190801 |
| 1994-12-01 | 12.406213909053099 |
| 1995-01-01 | 12.140482606226803 |
| 1995-02-01 | 12.197092448645598 |
| 1995-03-01 | 12.118220247593200 |
| 1995-04-01 | 11.968791610153199 |
| 1995-05-01 | 12.028958806900198 |
| 1995-06-01 | 12.116429059328599 |
| 1995-07-01 | 12.132601175563499 |
| 1995-08-01 | 12.273351944536400 |
| 1995-09-01 | 12.396533418090801 |
| 1995-10-01 | 11.748337998637400 |
| 1995-11-01 | 11.684054217630301 |
| 1995-12-01 | 11.852210380723800 |
| 1996-01-01 | 11.822575402926303 |
| 1996-02-01 | 11.885444008707600 |
| 1996-03-01 | 11.886959824742200 |
| 1996-04-01 | 12.030796346618700 |
| 1996-05-01 | 12.090213495178402 |
| 1996-06-01 | 12.266897476082500 |
| 1996-07-01 | 12.289201700633500 |
| 1996-08-01 | 12.484754941179600 |
| 1996-09-01 | 12.691202621501601 |
| 1996-10-01 | 12.742603699136200 |
| 1996-11-01 | 12.817011394189901 |
| 1996-12-01 | 12.822590052900800 |
| 1997-01-01 | 12.843247141173100 |
| 1997-02-01 | 12.903655435211000 |
| 1997-03-01 | 12.563543458605900 |
| 1997-04-01 | 13.089354027415302 |
| 1997-05-01 | 13.237390004465402 |
| 1997-06-01 | 13.209951263944000 |
| 1997-07-01 | 13.164175558007100 |
| 1997-08-01 | 13.102722763375200 |
| 1997-09-01 | 13.079304431923498 |
| 1997-10-01 | 12.546742213241197 |
| 1997-11-01 | 12.938820724482000 |
| 1997-12-01 | 13.097621611194198 |
| 1998-01-01 | 13.435457132546501 |
| 1998-02-01 | 13.715983135458501 |
| 1998-03-01 | 13.739709250815698 |
| 1998-04-01 | 13.744041303262902 |
| 1998-05-01 | 13.775168140308200 |
| 1998-06-01 | 13.860557736209600 |
| 1998-07-01 | 13.943572928660000 |
| 1998-08-01 | 14.132447486840197 |
| 1998-09-01 | 14.257515265564900 |
| 1998-10-01 | 14.625699607606500 |
| 1998-11-01 | 14.550742831036198 |
| 1998-12-01 | 14.678837245122098 |
| 1999-01-01 | 13.808397739976002 |
| 1999-02-01 | 13.996443871288701 |
| 1999-03-01 | 14.023443634644499 |
| 1999-04-01 | 13.991284531237800 |
| 1999-05-01 | 13.946215008453200 |
| 1999-06-01 | 13.861991683254600 |
| 1999-07-01 | 13.582643526608901 |
| 1999-08-01 | 13.605053682084401 |
| 1999-09-01 | 13.590912655017500 |
| 1999-10-01 | 13.810624132121500 |
| 1999-11-01 | 13.935576208480198 |
| 1999-12-01 | 14.184603094778499 |
| 2000-01-01 | 14.733531731596198 |
| 2000-02-01 | 14.617643177993200 |
| 2000-03-01 | 14.657907542999801 |
| 2000-04-01 | 14.444491963615400 |
| 2000-05-01 | 14.411473882915098 |
| 2000-06-01 | 14.436407107270100 |
| 2000-07-01 | 14.603519891103199 |
| 2000-08-01 | 14.620887376669900 |
| 2000-09-01 | 14.697356052344100 |
| 2000-10-01 | 14.372311551544001 |
| 2000-11-01 | 14.429243435336100 |
| 2000-12-01 | 14.173022619373100 |
| 2001-01-01 | 14.116106811151099 |
| 2001-02-01 | 13.675287051471100 |
| 2001-03-01 | 13.496734452905299 |
| 2001-04-01 | 13.815844808396802 |
| 2001-05-01 | 13.920071302580900 |
| 2001-06-01 | 13.848185944830401 |
| 2001-07-01 | 13.389793580076198 |
| 2001-08-01 | 13.255606392265001 |
| 2001-09-01 | 13.244741309354902 |
| 2001-10-01 | 12.967547923123501 |
| 2001-11-01 | 12.919614561447199 |
| 2001-12-01 | 12.911654777597600 |
| 2002-01-01 | 13.114072389719200 |
| 2002-02-01 | 13.270532607864899 |
| 2002-03-01 | 13.267023376502301 |
| 2002-04-01 | 13.391263177696200 |
| 2002-05-01 | 13.494377200096600 |
| 2002-06-01 | 13.641416665428000 |
| 2002-07-01 | 14.002681453962099 |
| 2002-08-01 | 13.962082612899700 |
| 2002-09-01 | 13.944694206951699 |
| 2002-10-01 | 14.331411418725200 |
| 2002-11-01 | 14.108514902142598 |
| 2002-12-01 | 14.174842384495700 |
| 2003-01-01 | 13.967561324753802 |
| 2003-02-01 | 13.879368396352902 |
| 2003-03-01 | 13.823538321009400 |
| 2003-04-01 | 13.877892243023100 |
| 2003-05-01 | 13.661012711519101 |
| 2003-06-01 | 13.662723446814802 |
| 2003-07-01 | 13.529476042804400 |
| 2003-08-01 | 13.501133898001198 |
| 2003-09-01 | 13.363558462457400 |
| 2003-10-01 | 13.636156918077900 |
| 2003-11-01 | 13.587143119346699 |
| 2003-12-01 | 13.486362461478400 |
| 2004-01-01 | 14.088602473736000 |
| 2004-02-01 | 13.654699754000001 |
| 2004-03-01 | 13.540428936921401 |
| 2004-04-01 | 13.981935335899700 |
| 2004-05-01 | 14.009988018256800 |
| 2004-06-01 | 14.376379355427700 |
| 2004-07-01 | 14.905763045929500 |
| 2004-08-01 | 14.738365033916200 |
| 2004-09-01 | 14.471876137728900 |
| 2004-10-01 | 14.223989771142400 |
| 2004-11-01 | 14.336305623899400 |
| 2004-12-01 | 14.402944046071301 |
| 2005-01-01 | 14.173847510442700 |
| 2005-02-01 | 14.448409878867600 |
| 2005-03-01 | 14.361743417726100 |
| 2005-04-01 | 15.107061921289600 |
| 2005-05-01 | 14.866731825346198 |
| 2005-06-01 | 14.335047503706699 |
| 2005-07-01 | 14.753638841707803 |
| 2005-08-01 | 14.782547214704499 |
| 2005-09-01 | 15.183989324692499 |
| 2005-10-01 | 15.104292218801700 |
| 2005-11-01 | 15.160359670295000 |
| 2005-12-01 | 15.411428590822801 |
| 2006-01-01 | 15.512057516806200 |
| 2006-02-01 | 15.359642536978600 |
| 2006-03-01 | 15.588237948418000 |
| 2006-04-01 | 15.347617507006200 |
| 2006-05-01 | 15.351880959449598 |
| 2006-06-01 | 15.183344449680801 |
| 2006-07-01 | 15.188720128153602 |
| 2006-08-01 | 15.106820655778401 |
| 2006-09-01 | 15.693427998833199 |
| 2006-10-01 | 15.677844144254902 |
| 2006-11-01 | 15.787818873713501 |
| 2006-12-01 | 15.841121591893000 |
| 2007-01-01 | 15.909251177867802 |
| 2007-02-01 | 16.084248025419600 |
| 2007-03-01 | 16.502788034633600 |
| 2007-04-01 | 15.681159098587400 |
| 2007-05-01 | 15.686925210458801 |
| 2007-06-01 | 15.640747266485400 |
| 2007-07-01 | 15.480589604454500 |
| 2007-08-01 | 15.399906459704098 |
| 2007-09-01 | 15.114468805794301 |
| 2007-10-01 | 15.245398359760900 |
| 2007-11-01 | 15.451896608172000 |
| 2007-12-01 | 15.412562062895100 |
| 2008-01-01 | 15.808550077320001 |
| 2008-02-01 | 15.479831137642801 |
| 2008-03-01 | 15.361227777373900 |
| 2008-04-01 | 15.098259147483999 |
| 2008-05-01 | 15.762669358761599 |
| 2008-06-01 | 15.480130363016300 |
| 2008-07-01 | 15.436130313132000 |
| 2008-08-01 | 15.179301980665300 |
| 2008-09-01 | 15.033537217589000 |
| 2008-10-01 | 15.110160900994801 |
| 2008-11-01 | 14.840398913123500 |
| 2008-12-01 | 14.634117382312500 |
| 2009-01-01 | 14.347994994506000 |
| 2009-02-01 | 14.049318925857000 |
| 2009-03-01 | 14.127180332559500 |
| 2009-04-01 | 13.992056920950400 |
| 2009-05-01 | 13.761466473068500 |
| 2009-06-01 | 13.908665636917200 |
| 2009-07-01 | 14.367100785542801 |
| 2009-08-01 | 14.269917815399600 |
| 2009-09-01 | 14.146720154057698 |
| 2009-10-01 | 14.030240452422800 |
| 2009-11-01 | 13.970220800148098 |
| 2009-12-01 | 13.979991140090899 |
| 2010-01-01 | 13.716046969618600 |
| 2010-02-01 | 13.835220754477598 |
| 2010-03-01 | 13.793541033326699 |
| 2010-04-01 | 13.972810352134700 |
| 2010-05-01 | 13.893377502901100 |
| 2010-06-01 | 14.119362238073000 |
| 2010-07-01 | 14.129571659333902 |
| 2010-08-01 | 14.269850680530901 |
| 2010-09-01 | 14.636018032098000 |
| 2010-10-01 | 14.345260714675600 |
| 2010-11-01 | 14.296713187867400 |
| 2010-12-01 | 14.018980876979402 |
| 2011-01-01 | 14.416166847702902 |
| 2011-02-01 | 14.427927752737000 |
| 2011-03-01 | 14.583239632028802 |
| 2011-04-01 | 14.444959863203401 |
| 2011-05-01 | 14.279902802704400 |
| 2011-06-01 | 14.517715567181100 |
| 2011-07-01 | 14.618462468802200 |
| 2011-08-01 | 14.594753486423900 |
| 2011-09-01 | 14.848307105349901 |
| 2011-10-01 | 14.970661067206400 |
| 2011-11-01 | 15.129926510042100 |
| 2011-12-01 | 15.046599637910399 |
| 2012-01-01 | 15.304634659240401 |
| 2012-02-01 | 15.297349933991699 |
| 2012-03-01 | 15.261322802277698 |
| 2012-04-01 | 15.318506752518198 |
| 2012-05-01 | 15.338482127397699 |
| 2012-06-01 | 15.094939487592800 |
| 2012-07-01 | 15.125248135197400 |
| 2012-08-01 | 14.945812740860800 |
| 2012-09-01 | 15.000742533015499 |
| 2012-10-01 | 14.722695001340599 |
| 2012-11-01 | 14.772668209847698 |
| 2012-12-01 | 14.750084990448599 |
| 2013-01-01 | 14.943973452367999 |
| 2013-02-01 | 15.024957634727500 |
| 2013-03-01 | 15.147301130580500 |
| 2013-04-01 | 15.002031951596301 |
| 2013-05-01 | 14.996819026858900 |
| 2013-06-01 | 14.967175745864400 |
| 2013-07-01 | 15.043556044240000 |
| 2013-08-01 | 15.312071495222900 |
| 2013-09-01 | 15.666382085010200 |
| 2013-10-01 | 15.455491095420498 |
| 2013-11-01 | 15.494988977521501 |
| 2013-12-01 | 15.630611039686801 |
| 2014-01-01 | 15.609635568164200 |
| 2014-02-01 | 15.567549243850000 |
| 2014-03-01 | 15.614694740290501 |
| 2014-04-01 | 15.794067723189302 |
| 2014-05-01 | 16.051834737983700 |
| 2014-06-01 | 16.127963407480500 |
| 2014-07-01 | 16.309568470404600 |
| 2014-08-01 | 16.287972814063803 |
| 2014-09-01 | 16.136815367921802 |
| 2014-10-01 | 16.261332680820100 |
| 2014-11-01 | 16.181861308679900 |
| 2014-12-01 | 16.192690019736600 |
| 2015-01-01 | 15.674605681369100 |
| 2015-02-01 | 16.117868174890700 |
| 2015-03-01 | 15.978169512275500 |
| 2015-04-01 | 16.206783029419500 |
| 2015-05-01 | 16.156465583523300 |
| 2015-06-01 | 16.283380744875300 |
| 2015-07-01 | 16.271969224696200 |
| 2015-08-01 | 16.166024022311400 |
| 2015-09-01 | 16.189584711142498 |
| 2015-10-01 | 16.347262895441400 |
| 2015-11-01 | 16.455157900864197 |
| 2015-12-01 | 16.763251004124200 |
| 2016-01-01 | 16.358967247861000 |
| 2016-02-01 | 16.987311707207400 |
| 2016-03-01 | 17.034549158598600 |
| 2016-04-01 | 17.321988200057900 |
| 2016-05-01 | 17.259519834135400 |
| 2016-06-01 | 16.446233237080900 |
| 2016-07-01 | 17.366553720807100 |
| 2016-08-01 | 17.579051638606700 |
| 2016-09-01 | 17.729604940635898 |
| 2016-10-01 | 17.290677010692200 |
| 2016-11-01 | 17.276438739843500 |
| 2016-12-01 | 17.340341485164400 |
| 2017-01-01 | 17.566321373983700 |
| 2017-02-01 | 17.369763359932900 |
| 2017-03-01 | 17.408377023610402 |
| 2017-04-01 | 16.947055771761697 |
| 2017-05-01 | 16.997846520659300 |
| 2017-06-01 | 16.826186330344000 |
| 2017-07-01 | 16.714582751465600 |
| 2017-08-01 | 16.733742587575300 |
| 2017-09-01 | 16.800330406413100 |
| 2017-10-01 | 17.147890388293600 |
| 2017-11-01 | 17.414453691942200 |
| 2017-12-01 | 17.249696160503700 |
| 2018-01-01 | 17.365762174507697 |
| 2018-02-01 | 17.446897588807598 |
| 2018-03-01 | 17.581284139004700 |
| 2018-04-01 | 17.462330148301803 |
| 2018-05-01 | 17.413961675903803 |
| 2018-06-01 | 17.828392899596600 |
| 2018-07-01 | 17.694525176013400 |
| 2018-08-01 | 17.613682251665100 |
| 2018-09-01 | 17.771864026512002 |
| 2018-10-01 | 17.873706407383700 |
| 2018-11-01 | 17.734550828604200 |
| 2018-12-01 | 17.844692138845900 |
| 2019-01-01 | 17.920024690780803 |
| 2019-02-01 | 17.734603106454200 |
| 2019-03-01 | 17.889752672369898 |
| 2019-04-01 | 18.055829676072200 |
| 2019-05-01 | 18.120068611905900 |
| 2019-06-01 | 17.930711155613803 |
| 2019-07-01 | 17.518798544917900 |
| 2019-08-01 | 17.876327727079400 |
| 2019-09-01 | 17.726626740805300 |
| 2019-10-01 | 17.639727697474697 |
| 2019-11-01 | 17.803068711263700 |
| 2019-12-01 | 17.733373048462700 |
| 2020-01-01 | 17.886995534051000 |
| 2020-02-01 | 17.928450269087000 |
| 2020-03-01 | 17.892167771224000 |
| 2020-04-01 | 13.236734034437001 |
| 2020-05-01 | 13.675953482014899 |
| 2020-06-01 | 14.474464689703300 |
| 2020-07-01 | 15.485177916864100 |
| 2020-08-01 | 15.677431594521700 |
| 2020-09-01 | 15.795965382560698 |
| 2020-10-01 | 16.079470904013400 |
| 2020-11-01 | 16.244509688924197 |
| 2020-12-01 | 16.322115285497100 |
| 2021-01-01 | 16.510168710987400 |
| 2021-02-01 | 16.911498468088200 |
| 2021-03-01 | 16.882237287779900 |
| 2021-04-01 | 16.764374795223500 |
| 2021-05-01 | 16.785383494961700 |
| 2021-06-01 | 16.709097107315800 |
| 2021-07-01 | 17.084443134216098 |
| 2021-08-01 | 17.072240771333497 |
| 2021-09-01 | 16.875790286288400 |
| 2021-10-01 | 17.574485035068300 |
| 2021-11-01 | 17.743125119953700 |
| 2021-12-01 | 17.888585182451700 |
| 2022-01-01 | 17.890028868021500 |
| 2022-02-01 | 18.099072494804800 |
| 2022-03-01 | 18.038508018000602 |
| 2022-04-01 | 18.396819645327803 |
| 2022-05-01 | 18.298288406698198 |
| 2022-06-01 | 18.452073431653400 |
| 2022-07-01 | 18.387276932715398 |
| 2022-08-01 | 18.165184297723300 |
| 2022-09-01 | 18.382485576393897 |
| 2022-10-01 | 18.297409237976100 |
| 2022-11-01 | 18.361948392382104 |
| 2022-12-01 | 18.567615392361000 |
| 2023-01-01 | 18.316466857976803 |
| 2023-02-01 | 18.287856050548000 |
| 2023-03-01 | 18.495500021155200 |
| 2023-04-01 | 18.351265609408603 |
| 2023-05-01 | 18.249078941874398 |
| 2023-06-01 | 18.310742530258800 |
| 2023-07-01 | 17.819024914103302 |
| 2023-08-01 | 17.898417744182698 |
| 2023-09-01 | 18.001796695825398 |
| 2023-10-01 | 17.745034727377800 |
| 2023-11-01 | 17.615443512592300 |
| 2023-12-01 | 17.568558129158600 |
| 2024-01-01 | 17.998132140163600 |
| 2024-02-01 | 17.488530698373403 |
| 2024-03-01 | 17.457746218209200 |
| 2024-04-01 | 17.336356866316400 |
| 2024-05-01 | 17.433139237583300 |
| 2024-06-01 | 17.208982067881500 |
| 2024-07-01 | 16.916402504419903 |
| 2024-08-01 | 17.087762748048302 |
