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 2024-10-01 |
| Last Updated | 2024-11-20 5:21 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 | 9.904990670444020 |
| 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 | 10.974950885564402 |
| 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 | 12.817011394189999 |
| 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 | 13.744041303262902 |
| 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 | 13.996443871288800 |
| 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 | 14.411473882914699 |
| 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 | 14.116106811150301 |
| 2001-02-01 | 13.675287051471500 |
| 2001-03-01 | 13.496734452902901 |
| 2001-04-01 | 13.815844808397600 |
| 2001-05-01 | 13.920071302581000 |
| 2001-06-01 | 13.848185944829499 |
| 2001-07-01 | 13.389793580075901 |
| 2001-08-01 | 13.255606392269199 |
| 2001-09-01 | 13.244741309353900 |
| 2001-10-01 | 12.967547923125900 |
| 2001-11-01 | 12.919614561448801 |
| 2001-12-01 | 12.911654777599800 |
| 2002-01-01 | 13.114072389719100 |
| 2002-02-01 | 13.270532607862599 |
| 2002-03-01 | 13.267023376488800 |
| 2002-04-01 | 13.391263177683600 |
| 2002-05-01 | 13.494377200088000 |
| 2002-06-01 | 13.641416665416800 |
| 2002-07-01 | 14.002681453967100 |
| 2002-08-01 | 13.962082612932301 |
| 2002-09-01 | 13.944694206981799 |
| 2002-10-01 | 14.331411418757100 |
| 2002-11-01 | 14.108514902166500 |
| 2002-12-01 | 14.174842384511098 |
| 2003-01-01 | 13.967561324744599 |
| 2003-02-01 | 13.879368396314499 |
| 2003-03-01 | 13.823538320929700 |
| 2003-04-01 | 13.877892242934001 |
| 2003-05-01 | 13.661012711451098 |
| 2003-06-01 | 13.662723446770599 |
| 2003-07-01 | 13.529476042845600 |
| 2003-08-01 | 13.501133898038399 |
| 2003-09-01 | 13.363558462630598 |
| 2003-10-01 | 13.636156918237600 |
| 2003-11-01 | 13.587143119477599 |
| 2003-12-01 | 13.486362461566602 |
| 2004-01-01 | 14.088602473744901 |
| 2004-02-01 | 13.654699753891700 |
| 2004-03-01 | 13.540428936651500 |
| 2004-04-01 | 13.981935335568900 |
| 2004-05-01 | 14.009988017923200 |
| 2004-06-01 | 14.376379355132698 |
| 2004-07-01 | 14.905763045931803 |
| 2004-08-01 | 14.738365034059001 |
| 2004-09-01 | 14.471876138284000 |
| 2004-10-01 | 14.223989771824998 |
| 2004-11-01 | 14.336305624879500 |
| 2004-12-01 | 14.402944047262599 |
| 2005-01-01 | 14.173847507384501 |
| 2005-02-01 | 14.448409879758898 |
| 2005-03-01 | 14.361743418219000 |
| 2005-04-01 | 15.107061921537198 |
| 2005-05-01 | 14.866731820651100 |
| 2005-06-01 | 14.335047504032800 |
| 2005-07-01 | 14.753638842513900 |
| 2005-08-01 | 14.782547215645799 |
| 2005-09-01 | 15.183989326211698 |
| 2005-10-01 | 15.104292220367900 |
| 2005-11-01 | 15.160359672068601 |
| 2005-12-01 | 15.411428592748498 |
| 2006-01-01 | 15.512057509565599 |
| 2006-02-01 | 15.359642538798699 |
| 2006-03-01 | 15.588237950160500 |
| 2006-04-01 | 15.347617508815599 |
| 2006-05-01 | 15.351880947201801 |
| 2006-06-01 | 15.183344452148600 |
| 2006-07-01 | 15.188720130131500 |
| 2006-08-01 | 15.106820659141901 |
| 2006-09-01 | 15.693428001806700 |
| 2006-10-01 | 15.677844146625400 |
| 2006-11-01 | 15.787818875418100 |
| 2006-12-01 | 15.841121593079698 |
| 2007-01-01 | 15.909251165029400 |
| 2007-02-01 | 16.084248027487500 |
| 2007-03-01 | 16.502788038087097 |
| 2007-04-01 | 15.681159103497200 |
| 2007-05-01 | 15.686925192611401 |
| 2007-06-01 | 15.640747273438599 |
| 2007-07-01 | 15.480589608427300 |
| 2007-08-01 | 15.399906464101400 |
| 2007-09-01 | 15.114468814403400 |
| 2007-10-01 | 15.245398357756601 |
| 2007-11-01 | 15.451896605556200 |
| 2007-12-01 | 15.412562052648001 |
| 2008-01-01 | 15.808550066006301 |
| 2008-02-01 | 15.479831142690198 |
| 2008-03-01 | 15.361227781462400 |
| 2008-04-01 | 15.098259149626902 |
| 2008-05-01 | 15.762669363585902 |
| 2008-06-01 | 15.480130365325800 |
| 2008-07-01 | 15.436130313472200 |
| 2008-08-01 | 15.179301985491099 |
| 2008-09-01 | 15.033537232820402 |
| 2008-10-01 | 15.110160894849000 |
| 2008-11-01 | 14.840398906120800 |
| 2008-12-01 | 14.634117362353198 |
| 2009-01-01 | 14.347994985215500 |
| 2009-02-01 | 14.049318928449600 |
| 2009-03-01 | 14.127180322548302 |
| 2009-04-01 | 13.992056897826500 |
| 2009-05-01 | 13.761466479920400 |
| 2009-06-01 | 13.908665629517500 |
| 2009-07-01 | 14.367100818654801 |
| 2009-08-01 | 14.269917894569100 |
| 2009-09-01 | 14.146720253575600 |
| 2009-10-01 | 14.030240487239200 |
| 2009-11-01 | 13.970220782034199 |
| 2009-12-01 | 13.979991039966600 |
| 2010-01-01 | 13.716046837466099 |
| 2010-02-01 | 13.835220590438098 |
| 2010-03-01 | 13.793541238680302 |
| 2010-04-01 | 13.972810135366599 |
| 2010-05-01 | 13.893377386526899 |
| 2010-06-01 | 14.119362116875699 |
| 2010-07-01 | 14.129571704453400 |
| 2010-08-01 | 14.269850885362400 |
| 2010-09-01 | 14.636018838649800 |
| 2010-10-01 | 14.345260864302900 |
| 2010-11-01 | 14.296713178829300 |
| 2010-12-01 | 14.018980717248500 |
| 2011-01-01 | 14.416166593134100 |
| 2011-02-01 | 14.427927409881699 |
| 2011-03-01 | 14.583240094353500 |
| 2011-04-01 | 14.444959460908802 |
| 2011-05-01 | 14.279902465838400 |
| 2011-06-01 | 14.517715044061500 |
| 2011-07-01 | 14.618461964760801 |
| 2011-08-01 | 14.594753075764899 |
| 2011-09-01 | 14.848307775471499 |
| 2011-10-01 | 14.970661001313100 |
| 2011-11-01 | 15.129927303352899 |
| 2011-12-01 | 15.046601742334499 |
| 2012-01-01 | 15.304632473157499 |
| 2012-02-01 | 15.297353172316802 |
| 2012-03-01 | 15.261326268928098 |
| 2012-04-01 | 15.318506979184198 |
| 2012-05-01 | 15.338479929993200 |
| 2012-06-01 | 15.094934985508600 |
| 2012-07-01 | 15.125242748483200 |
| 2012-08-01 | 14.945808098137000 |
| 2012-09-01 | 15.000740693488600 |
| 2012-10-01 | 14.722695484598699 |
| 2012-11-01 | 14.772674190531301 |
| 2012-12-01 | 14.750097562449200 |
| 2013-01-01 | 14.943960680554099 |
| 2013-02-01 | 15.024976539474800 |
| 2013-03-01 | 15.147318713808902 |
| 2013-04-01 | 15.002018307913598 |
| 2013-05-01 | 14.996822417283699 |
| 2013-06-01 | 14.967139832028300 |
| 2013-07-01 | 15.043551240089000 |
| 2013-08-01 | 15.312070654497600 |
| 2013-09-01 | 15.666383014163499 |
| 2013-10-01 | 15.455502661128400 |
| 2013-11-01 | 15.495002565785502 |
| 2013-12-01 | 15.630619073069100 |
| 2014-01-01 | 15.609653167684600 |
| 2014-02-01 | 15.567518790071900 |
| 2014-03-01 | 15.614733190725800 |
| 2014-04-01 | 15.793997692244000 |
| 2014-05-01 | 16.051838976136200 |
| 2014-06-01 | 16.127919568880700 |
| 2014-07-01 | 16.309613614170498 |
| 2014-08-01 | 16.288022443579198 |
| 2014-09-01 | 16.136841670091100 |
| 2014-10-01 | 16.261344939685500 |
| 2014-11-01 | 16.181956800616700 |
| 2014-12-01 | 16.192629276172800 |
| 2015-01-01 | 15.674576170930800 |
| 2015-02-01 | 16.117690326738803 |
| 2015-03-01 | 15.978150582952900 |
| 2015-04-01 | 16.206624505456600 |
| 2015-05-01 | 16.156510464538602 |
| 2015-06-01 | 16.283435329102300 |
| 2015-07-01 | 16.272190377768098 |
| 2015-08-01 | 16.166227263553600 |
| 2015-09-01 | 16.189686530807300 |
| 2015-10-01 | 16.347262974066698 |
| 2015-11-01 | 16.455287885158597 |
| 2015-12-01 | 16.763079652281803 |
| 2016-01-01 | 16.358836794473000 |
| 2016-02-01 | 16.986849298072500 |
| 2016-03-01 | 17.034342516359500 |
| 2016-04-01 | 17.321526570887600 |
| 2016-05-01 | 17.259222443104000 |
| 2016-06-01 | 16.445907569044600 |
| 2016-07-01 | 17.369783054730400 |
| 2016-08-01 | 17.578851941779998 |
| 2016-09-01 | 17.729333564548800 |
| 2016-10-01 | 17.290366623577700 |
| 2016-11-01 | 17.276444288500400 |
| 2016-12-01 | 17.339926996862900 |
| 2017-01-01 | 17.565909884287600 |
| 2017-02-01 | 17.368944747181700 |
| 2017-03-01 | 17.408288668783500 |
| 2017-04-01 | 16.946344734960600 |
| 2017-05-01 | 16.997145636675903 |
| 2017-06-01 | 16.825388433834300 |
| 2017-07-01 | 16.721180480535100 |
| 2017-08-01 | 16.733151226216700 |
| 2017-09-01 | 16.799565964308800 |
| 2017-10-01 | 17.147152922431100 |
| 2017-11-01 | 17.414105574670000 |
| 2017-12-01 | 17.248980527851500 |
| 2018-01-01 | 17.365084470339500 |
| 2018-02-01 | 17.445712505637300 |
| 2018-03-01 | 17.581346560424198 |
| 2018-04-01 | 17.461454667858500 |
| 2018-05-01 | 17.412978728850200 |
| 2018-06-01 | 17.827069606955900 |
| 2018-07-01 | 17.705655416958000 |
| 2018-08-01 | 17.613138895860104 |
| 2018-09-01 | 17.768631670409000 |
| 2018-10-01 | 17.872853439984000 |
| 2018-11-01 | 17.734004174597700 |
| 2018-12-01 | 17.843636648360600 |
| 2019-01-01 | 17.918983560573400 |
| 2019-02-01 | 17.733212290042697 |
| 2019-03-01 | 17.890184746208302 |
| 2019-04-01 | 18.055288779399800 |
| 2019-05-01 | 18.119418982032602 |
| 2019-06-01 | 17.929460621519002 |
| 2019-07-01 | 17.530729665441402 |
| 2019-08-01 | 17.877780187579397 |
| 2019-09-01 | 17.720603457181102 |
| 2019-10-01 | 17.638234656608600 |
| 2019-11-01 | 17.801697649292800 |
| 2019-12-01 | 17.731872752436700 |
| 2020-01-01 | 17.885862077020500 |
| 2020-02-01 | 17.927520444816700 |
| 2020-03-01 | 17.893543590187600 |
| 2020-04-01 | 13.237268140377099 |
| 2020-05-01 | 13.676169221453500 |
| 2020-06-01 | 14.473355672962000 |
| 2020-07-01 | 15.497825580189500 |
| 2020-08-01 | 15.679102995123198 |
| 2020-09-01 | 15.786699587186401 |
| 2020-10-01 | 16.076248457711000 |
| 2020-11-01 | 16.241634006321200 |
| 2020-12-01 | 16.319939734725900 |
| 2021-01-01 | 16.508830342250900 |
| 2021-02-01 | 16.912026734478700 |
| 2021-03-01 | 16.886038768545700 |
| 2021-04-01 | 16.768386258230000 |
| 2021-05-01 | 16.788912811111900 |
| 2021-06-01 | 16.710770823036200 |
| 2021-07-01 | 17.096948601910200 |
| 2021-08-01 | 17.078180872805200 |
| 2021-09-01 | 16.846735930191500 |
| 2021-10-01 | 17.571940387246197 |
| 2021-11-01 | 17.739348484456603 |
| 2021-12-01 | 17.886042380540700 |
| 2022-01-01 | 17.889162585382800 |
| 2022-02-01 | 18.102673535325000 |
| 2022-03-01 | 18.046402709288800 |
| 2022-04-01 | 18.405451533126800 |
| 2022-05-01 | 18.305784790609803 |
| 2022-06-01 | 18.456585730869300 |
| 2022-07-01 | 18.397176713463700 |
| 2022-08-01 | 18.170558382265600 |
| 2022-09-01 | 18.334307163432502 |
| 2022-10-01 | 18.302566587816500 |
| 2022-11-01 | 18.356984583759502 |
| 2022-12-01 | 18.563973008934198 |
| 2023-01-01 | 18.315064069346000 |
| 2023-02-01 | 18.293494898532500 |
| 2023-03-01 | 18.506637807297100 |
| 2023-04-01 | 18.363737590267600 |
| 2023-05-01 | 18.260097423869200 |
| 2023-06-01 | 18.318309196453498 |
| 2023-07-01 | 17.822149517815400 |
| 2023-08-01 | 17.903440972967400 |
| 2023-09-01 | 17.937318543922800 |
| 2023-10-01 | 17.762967922403200 |
| 2023-11-01 | 17.610033610399000 |
| 2023-12-01 | 17.564216210964900 |
| 2024-01-01 | 17.996264542754000 |
| 2024-02-01 | 17.495159355290802 |
| 2024-03-01 | 17.469867050481803 |
| 2024-04-01 | 17.349832297431700 |
| 2024-05-01 | 17.444756248222000 |
| 2024-06-01 | 17.216034547379998 |
| 2024-07-01 | 16.916570258620200 |
| 2024-08-01 | 17.086508845255803 |
| 2024-09-01 | 17.151175138896700 |
| 2024-10-01 | 17.015349393355102 |
