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 2024-12-01 |
| Last Updated | 2025-01-29 5:46 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 | 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 | 10.161742076867700 |
| 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 | 10.974950885564500 |
| 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 | 10.818789725761302 |
| 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 | 12.817011394189999 |
| 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 | 13.102722763375098 |
| 1997-09-01 | 13.079304431923498 |
| 1997-10-01 | 12.546742213241100 |
| 1997-11-01 | 12.938820724482000 |
| 1997-12-01 | 13.097621611194198 |
| 1998-01-01 | 13.435457132546501 |
| 1998-02-01 | 13.715983135458600 |
| 1998-03-01 | 13.739709250815698 |
| 1998-04-01 | 13.744041303263000 |
| 1998-05-01 | 13.775168140308098 |
| 1998-06-01 | 13.860557736209500 |
| 1998-07-01 | 13.943572928660000 |
| 1998-08-01 | 14.132447486840197 |
| 1998-09-01 | 14.257515265564900 |
| 1998-10-01 | 14.625699607606500 |
| 1998-11-01 | 14.550742831036300 |
| 1998-12-01 | 14.678837245122200 |
| 1999-01-01 | 13.808397739976002 |
| 1999-02-01 | 13.996443871288701 |
| 1999-03-01 | 14.023443634644300 |
| 1999-04-01 | 13.991284531237600 |
| 1999-05-01 | 13.946215008452999 |
| 1999-06-01 | 13.861991683254500 |
| 1999-07-01 | 13.582643526608901 |
| 1999-08-01 | 13.605053682084598 |
| 1999-09-01 | 13.590912655017801 |
| 1999-10-01 | 13.810624132121802 |
| 1999-11-01 | 13.935576208480501 |
| 1999-12-01 | 14.184603094778499 |
| 2000-01-01 | 14.733531731595900 |
| 2000-02-01 | 14.617643177992900 |
| 2000-03-01 | 14.657907542999101 |
| 2000-04-01 | 14.444491963614800 |
| 2000-05-01 | 14.411473882914800 |
| 2000-06-01 | 14.436407107270100 |
| 2000-07-01 | 14.603519891103700 |
| 2000-08-01 | 14.620887376670801 |
| 2000-09-01 | 14.697356052344999 |
| 2000-10-01 | 14.372311551544400 |
| 2000-11-01 | 14.429243435336302 |
| 2000-12-01 | 14.173022619373000 |
| 2001-01-01 | 14.116106811150400 |
| 2001-02-01 | 13.675287051471500 |
| 2001-03-01 | 13.496734452902801 |
| 2001-04-01 | 13.815844808397500 |
| 2001-05-01 | 13.920071302581000 |
| 2001-06-01 | 13.848185944829600 |
| 2001-07-01 | 13.389793580075901 |
| 2001-08-01 | 13.255606392269199 |
| 2001-09-01 | 13.244741309354000 |
| 2001-10-01 | 12.967547923125801 |
| 2001-11-01 | 12.919614561448801 |
| 2001-12-01 | 12.911654777599800 |
| 2002-01-01 | 13.114072389719200 |
| 2002-02-01 | 13.270532607862599 |
| 2002-03-01 | 13.267023376488900 |
| 2002-04-01 | 13.391263177683700 |
| 2002-05-01 | 13.494377200088199 |
| 2002-06-01 | 13.641416665417099 |
| 2002-07-01 | 14.002681453967000 |
| 2002-08-01 | 13.962082612931800 |
| 2002-09-01 | 13.944694206981199 |
| 2002-10-01 | 14.331411418756100 |
| 2002-11-01 | 14.108514902165899 |
| 2002-12-01 | 14.174842384510601 |
| 2003-01-01 | 13.967561324744699 |
| 2003-02-01 | 13.879368396315300 |
| 2003-03-01 | 13.823538320931300 |
| 2003-04-01 | 13.877892242936099 |
| 2003-05-01 | 13.661012711453000 |
| 2003-06-01 | 13.662723446772098 |
| 2003-07-01 | 13.529476042845000 |
| 2003-08-01 | 13.501133898038800 |
| 2003-09-01 | 13.363558462626200 |
| 2003-10-01 | 13.636156918232698 |
| 2003-11-01 | 13.587143119473100 |
| 2003-12-01 | 13.486362461562901 |
| 2004-01-01 | 14.088602473744100 |
| 2004-02-01 | 13.654699753895100 |
| 2004-03-01 | 13.540428936659902 |
| 2004-04-01 | 13.981935335579100 |
| 2004-05-01 | 14.009988017933098 |
| 2004-06-01 | 14.376379355140300 |
| 2004-07-01 | 14.905763045930600 |
| 2004-08-01 | 14.738365034054900 |
| 2004-09-01 | 14.471876138267099 |
| 2004-10-01 | 14.223989771804900 |
| 2004-11-01 | 14.336305624854100 |
| 2004-12-01 | 14.402944047237199 |
| 2005-01-01 | 14.173847507471000 |
| 2005-02-01 | 14.448409879765100 |
| 2005-03-01 | 14.361743418241902 |
| 2005-04-01 | 15.107061921560700 |
| 2005-05-01 | 14.866731820762698 |
| 2005-06-01 | 14.335047503937700 |
| 2005-07-01 | 14.753638842320600 |
| 2005-08-01 | 14.782547215416999 |
| 2005-09-01 | 15.183989326012700 |
| 2005-10-01 | 15.104292220319400 |
| 2005-11-01 | 15.160359672328902 |
| 2005-12-01 | 15.411428593286700 |
| 2006-01-01 | 15.512057510372600 |
| 2006-02-01 | 15.359642539148700 |
| 2006-03-01 | 15.588237950077000 |
| 2006-04-01 | 15.347617508277800 |
| 2006-05-01 | 15.351880946770100 |
| 2006-06-01 | 15.183344451131900 |
| 2006-07-01 | 15.188720129077700 |
| 2006-08-01 | 15.106820658456400 |
| 2006-09-01 | 15.693428001698999 |
| 2006-10-01 | 15.677844147234700 |
| 2006-11-01 | 15.787818877238500 |
| 2006-12-01 | 15.841121595885400 |
| 2007-01-01 | 15.909251168227700 |
| 2007-02-01 | 16.084248029112200 |
| 2007-03-01 | 16.502788037162300 |
| 2007-04-01 | 15.681159099535500 |
| 2007-05-01 | 15.686925187082400 |
| 2007-06-01 | 15.640747266560302 |
| 2007-07-01 | 15.480589603272000 |
| 2007-08-01 | 15.399906463013000 |
| 2007-09-01 | 15.114468819920699 |
| 2007-10-01 | 15.245398368485999 |
| 2007-11-01 | 15.451896618921301 |
| 2007-12-01 | 15.412562063753800 |
| 2008-01-01 | 15.808550070305099 |
| 2008-02-01 | 15.479831139288600 |
| 2008-03-01 | 15.361227773156000 |
| 2008-04-01 | 15.098259139492400 |
| 2008-05-01 | 15.762669306685500 |
| 2008-06-01 | 15.480130359821699 |
| 2008-07-01 | 15.436130314381002 |
| 2008-08-01 | 15.179301994397301 |
| 2008-09-01 | 15.033537257227302 |
| 2008-10-01 | 15.110160931071698 |
| 2008-11-01 | 14.840398942569001 |
| 2008-12-01 | 14.634117384315800 |
| 2009-01-01 | 14.347994984398902 |
| 2009-02-01 | 14.049318910131000 |
| 2009-03-01 | 14.127180299693501 |
| 2009-04-01 | 13.992056881409200 |
| 2009-05-01 | 13.761466389221098 |
| 2009-06-01 | 13.908665627187800 |
| 2009-07-01 | 14.367100803761598 |
| 2009-08-01 | 14.269917862871000 |
| 2009-09-01 | 14.146720248129801 |
| 2009-10-01 | 14.030240528221800 |
| 2009-11-01 | 13.970220857486698 |
| 2009-12-01 | 13.979991146071600 |
| 2010-01-01 | 13.716046966111800 |
| 2010-02-01 | 13.835220740520000 |
| 2010-03-01 | 13.793540691620200 |
| 2010-04-01 | 13.972810316873100 |
| 2010-05-01 | 13.893377439282999 |
| 2010-06-01 | 14.119362287079001 |
| 2010-07-01 | 14.129571762182900 |
| 2010-08-01 | 14.269850812033200 |
| 2010-09-01 | 14.636018539079700 |
| 2010-10-01 | 14.345260691551301 |
| 2010-11-01 | 14.296713006931400 |
| 2010-12-01 | 14.018980578276300 |
| 2011-01-01 | 14.416166592069400 |
| 2011-02-01 | 14.427927661347900 |
| 2011-03-01 | 14.583239139520400 |
| 2011-04-01 | 14.444960254794600 |
| 2011-05-01 | 14.279903269027300 |
| 2011-06-01 | 14.517716049812400 |
| 2011-07-01 | 14.618462787159900 |
| 2011-08-01 | 14.594753544003902 |
| 2011-09-01 | 14.848307595252600 |
| 2011-10-01 | 14.970660322558300 |
| 2011-11-01 | 15.129925502340699 |
| 2011-12-01 | 15.046598695926500 |
| 2012-01-01 | 15.304632922558200 |
| 2012-02-01 | 15.297350380577200 |
| 2012-03-01 | 15.261323178547801 |
| 2012-04-01 | 15.318508844630802 |
| 2012-05-01 | 15.338484320528700 |
| 2012-06-01 | 15.094941123866100 |
| 2012-07-01 | 15.125248704913302 |
| 2012-08-01 | 14.945812151855199 |
| 2012-09-01 | 15.000742062801600 |
| 2012-10-01 | 14.722692374155200 |
| 2012-11-01 | 14.772665317648900 |
| 2012-12-01 | 14.750082757948999 |
| 2013-01-01 | 14.943968617792500 |
| 2013-02-01 | 15.024957562100699 |
| 2013-03-01 | 15.147301365533199 |
| 2013-04-01 | 15.002046585411000 |
| 2013-05-01 | 14.996821335766900 |
| 2013-06-01 | 14.967180870508000 |
| 2013-07-01 | 15.043557216196900 |
| 2013-08-01 | 15.312071390014100 |
| 2013-09-01 | 15.666367537565300 |
| 2013-10-01 | 15.455486627168200 |
| 2013-11-01 | 15.494983373640200 |
| 2013-12-01 | 15.630605358076100 |
| 2014-01-01 | 15.609629685333500 |
| 2014-02-01 | 15.567545928241199 |
| 2014-03-01 | 15.614709677555599 |
| 2014-04-01 | 15.794095261952501 |
| 2014-05-01 | 16.051838643713800 |
| 2014-06-01 | 16.127975839804000 |
| 2014-07-01 | 16.309573357587800 |
| 2014-08-01 | 16.287973497698200 |
| 2014-09-01 | 16.136780506703800 |
| 2014-10-01 | 16.261314899195398 |
| 2014-11-01 | 16.181819716869100 |
| 2014-12-01 | 16.192671798025700 |
| 2015-01-01 | 15.674604586315699 |
| 2015-02-01 | 16.117883130080800 |
| 2015-03-01 | 15.978233109639302 |
| 2015-04-01 | 16.206855532243900 |
| 2015-05-01 | 16.156488699237002 |
| 2015-06-01 | 16.283397762525100 |
| 2015-07-01 | 16.271957138822300 |
| 2015-08-01 | 16.165994543981600 |
| 2015-09-01 | 16.189493111854900 |
| 2015-10-01 | 16.347197116520800 |
| 2015-11-01 | 16.455052298945000 |
| 2015-12-01 | 16.763207338388200 |
| 2016-01-01 | 16.358987682476300 |
| 2016-02-01 | 16.987396945170900 |
| 2016-03-01 | 17.034745297264000 |
| 2016-04-01 | 17.322181829955900 |
| 2016-05-01 | 17.259623174979698 |
| 2016-06-01 | 16.446264688905000 |
| 2016-07-01 | 17.366405373202100 |
| 2016-08-01 | 17.578934814081900 |
| 2016-09-01 | 17.729396619945298 |
| 2016-10-01 | 17.290499330911300 |
| 2016-11-01 | 17.276210766064200 |
| 2016-12-01 | 17.340204962268600 |
| 2017-01-01 | 17.566271345423697 |
| 2017-02-01 | 17.369821107658000 |
| 2017-03-01 | 17.409200829566400 |
| 2017-04-01 | 16.947590093225600 |
| 2017-05-01 | 16.998337863482500 |
| 2017-06-01 | 16.826364264226900 |
| 2017-07-01 | 16.713697778727500 |
| 2017-08-01 | 16.732866769161500 |
| 2017-09-01 | 16.800083411677100 |
| 2017-10-01 | 17.147631788520698 |
| 2017-11-01 | 17.414164038175800 |
| 2017-12-01 | 17.249569541765600 |
| 2018-01-01 | 17.365840288105304 |
| 2018-02-01 | 17.447205987804402 |
| 2018-03-01 | 17.583023344759198 |
| 2018-04-01 | 17.463425636944500 |
| 2018-05-01 | 17.414889653592700 |
| 2018-06-01 | 17.828595201969400 |
| 2018-07-01 | 17.692578387909602 |
| 2018-08-01 | 17.611754262700398 |
| 2018-09-01 | 17.770101243777700 |
| 2018-10-01 | 17.873398276499397 |
| 2018-11-01 | 17.734370075948200 |
| 2018-12-01 | 17.844846190537300 |
| 2019-01-01 | 17.920697996396100 |
| 2019-02-01 | 17.735862746172500 |
| 2019-03-01 | 17.893199962887103 |
| 2019-04-01 | 18.058124998484000 |
| 2019-05-01 | 18.121780152798800 |
| 2019-06-01 | 17.930855160330900 |
| 2019-07-01 | 17.515590281405700 |
| 2019-08-01 | 17.870373306513700 |
| 2019-09-01 | 17.722799840291200 |
| 2019-10-01 | 17.638790670971100 |
| 2019-11-01 | 17.802417257747397 |
| 2019-12-01 | 17.734940810962698 |
| 2020-01-01 | 17.888500223984497 |
| 2020-02-01 | 17.931850016774398 |
| 2020-03-01 | 17.898596746967000 |
| 2020-04-01 | 13.240979634534499 |
| 2020-05-01 | 13.679818188101999 |
| 2020-06-01 | 14.476715709371300 |
| 2020-07-01 | 15.470728912451100 |
| 2020-08-01 | 15.670277941446600 |
| 2020-09-01 | 15.790728527072599 |
| 2020-10-01 | 16.077394610535300 |
| 2020-11-01 | 16.242555932170300 |
| 2020-12-01 | 16.324011421190400 |
| 2021-01-01 | 16.512171929298198 |
| 2021-02-01 | 16.917467663002800 |
| 2021-03-01 | 16.893154246879400 |
| 2021-04-01 | 16.776656893380900 |
| 2021-05-01 | 16.798562580256696 |
| 2021-06-01 | 16.720692578360100 |
| 2021-07-01 | 17.038011338307300 |
| 2021-08-01 | 17.070728872095000 |
| 2021-09-01 | 16.857167332276198 |
| 2021-10-01 | 17.572501419204700 |
| 2021-11-01 | 17.738125786666600 |
| 2021-12-01 | 17.892063707696800 |
| 2022-01-01 | 17.893704838284000 |
| 2022-02-01 | 18.109880439193800 |
| 2022-03-01 | 18.056821574195100 |
| 2022-04-01 | 18.419123048731800 |
| 2022-05-01 | 18.321925104494900 |
| 2022-06-01 | 18.473458970715800 |
| 2022-07-01 | 18.302563592732398 |
| 2022-08-01 | 18.168680334366800 |
| 2022-09-01 | 18.349827533382800 |
| 2022-10-01 | 18.298105247260700 |
| 2022-11-01 | 18.355799371173600 |
| 2022-12-01 | 18.576233157764200 |
| 2023-01-01 | 18.320194380716300 |
| 2023-02-01 | 18.301551437984397 |
| 2023-03-01 | 18.519450704864300 |
| 2023-04-01 | 18.380752202099604 |
| 2023-05-01 | 18.280280593046000 |
| 2023-06-01 | 18.339093426627603 |
| 2023-07-01 | 17.707011446221603 |
| 2023-08-01 | 17.905884381998103 |
| 2023-09-01 | 17.955412371824700 |
| 2023-10-01 | 17.751915469491600 |
| 2023-11-01 | 17.611078497061200 |
| 2023-12-01 | 17.583614156097900 |
| 2024-01-01 | 18.000925329127300 |
| 2024-02-01 | 17.502928333098303 |
| 2024-03-01 | 17.483069884319800 |
| 2024-04-01 | 17.367926974410697 |
| 2024-05-01 | 17.466109657027200 |
| 2024-06-01 | 17.236887271223400 |
| 2024-07-01 | 16.790340060983300 |
| 2024-08-01 | 17.092532213155200 |
| 2024-09-01 | 17.166857081192802 |
| 2024-10-01 | 17.095973264831000 |
| 2024-11-01 | 17.143453900944200 |
| 2024-12-01 | 17.092667634052802 |
