Table Data - All Employees: Trade, Transportation, and Utilities in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Trade, Transportation, and Utilities in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | KALA026TRAD |
| 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 2026-04-01 |
| Last Updated | 2026-05-26 2:58 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 | 17.6314136812901 |
| 1990-02-01 | 17.6500064716843 |
| 1990-03-01 | 17.7687659543392 |
| 1990-04-01 | 17.3131624912949 |
| 1990-05-01 | 17.4794980228339 |
| 1990-06-01 | 17.1528449480249 |
| 1990-07-01 | 17.1489583341287 |
| 1990-08-01 | 17.0196627667818 |
| 1990-09-01 | 17.0637374953913 |
| 1990-10-01 | 16.8976712019133 |
| 1990-11-01 | 16.8875670287827 |
| 1990-12-01 | 16.8637225403651 |
| 1991-01-01 | 17.2391375597940 |
| 1991-02-01 | 17.1609656315255 |
| 1991-03-01 | 17.2818179230241 |
| 1991-04-01 | 17.2217740403876 |
| 1991-05-01 | 17.0920812299740 |
| 1991-06-01 | 17.2525907539821 |
| 1991-07-01 | 17.1280710562296 |
| 1991-08-01 | 17.2205879058719 |
| 1991-09-01 | 17.1564132916351 |
| 1991-10-01 | 17.1776298931613 |
| 1991-11-01 | 17.1690300002321 |
| 1991-12-01 | 17.3565537365594 |
| 1992-01-01 | 17.3477274357297 |
| 1992-02-01 | 17.3801901790049 |
| 1992-03-01 | 17.4036437685600 |
| 1992-04-01 | 17.7328765884538 |
| 1992-05-01 | 17.8251017346952 |
| 1992-06-01 | 18.0542382453786 |
| 1992-07-01 | 17.6027832314184 |
| 1992-08-01 | 17.7248171046073 |
| 1992-09-01 | 17.7544725423996 |
| 1992-10-01 | 17.8373783207967 |
| 1992-11-01 | 17.9230192249291 |
| 1992-12-01 | 17.8359351609727 |
| 1993-01-01 | 17.7662749350079 |
| 1993-02-01 | 17.9025864470143 |
| 1993-03-01 | 17.8414784299363 |
| 1993-04-01 | 17.7554192266361 |
| 1993-05-01 | 17.4615531058472 |
| 1993-06-01 | 17.8637152646821 |
| 1993-07-01 | 18.3666357137124 |
| 1993-08-01 | 18.2289823104945 |
| 1993-09-01 | 18.4593344706405 |
| 1993-10-01 | 18.1894511674986 |
| 1993-11-01 | 18.1621205695439 |
| 1993-12-01 | 18.2189034170530 |
| 1994-01-01 | 18.1941567806293 |
| 1994-02-01 | 18.1118908702901 |
| 1994-03-01 | 18.2697880282121 |
| 1994-04-01 | 18.4894056445653 |
| 1994-05-01 | 18.6042380993779 |
| 1994-06-01 | 18.7878572878334 |
| 1994-07-01 | 18.8362598436152 |
| 1994-08-01 | 18.5138449371905 |
| 1994-09-01 | 18.7556397893555 |
| 1994-10-01 | 18.7421616619812 |
| 1994-11-01 | 18.7095206734269 |
| 1994-12-01 | 18.6968525599996 |
| 1995-01-01 | 18.9411923319477 |
| 1995-02-01 | 18.9215673360588 |
| 1995-03-01 | 19.0013302886928 |
| 1995-04-01 | 18.9167074053173 |
| 1995-05-01 | 18.8233980014722 |
| 1995-06-01 | 18.8948503539661 |
| 1995-07-01 | 18.9064838476827 |
| 1995-08-01 | 18.9105901453643 |
| 1995-09-01 | 19.0524702626122 |
| 1995-10-01 | 19.2055422806342 |
| 1995-11-01 | 19.3766500793603 |
| 1995-12-01 | 19.3877337023578 |
| 1996-01-01 | 19.6001831202138 |
| 1996-02-01 | 19.4336954614137 |
| 1996-03-01 | 19.3066039650554 |
| 1996-04-01 | 19.1222583840288 |
| 1996-05-01 | 19.1160048104854 |
| 1996-06-01 | 19.2877317256797 |
| 1996-07-01 | 19.5051497828034 |
| 1996-08-01 | 19.6077852335813 |
| 1996-09-01 | 19.4532788414200 |
| 1996-10-01 | 19.5865738462525 |
| 1996-11-01 | 19.6583458775496 |
| 1996-12-01 | 19.8818327731685 |
| 1997-01-01 | 19.6675592277998 |
| 1997-02-01 | 19.6514202251101 |
| 1997-03-01 | 19.6076363198457 |
| 1997-04-01 | 19.6022042524645 |
| 1997-05-01 | 19.5816566559514 |
| 1997-06-01 | 19.3545038472505 |
| 1997-07-01 | 19.4188826331529 |
| 1997-08-01 | 19.5121002638049 |
| 1997-09-01 | 19.4637220019774 |
| 1997-10-01 | 19.2927666053394 |
| 1997-11-01 | 19.1462439107455 |
| 1997-12-01 | 19.4905455718755 |
| 1998-01-01 | 19.1304834336045 |
| 1998-02-01 | 19.2745919231961 |
| 1998-03-01 | 19.0969776527968 |
| 1998-04-01 | 19.3631993424664 |
| 1998-05-01 | 19.4207839973201 |
| 1998-06-01 | 19.6214986460961 |
| 1998-07-01 | 19.6472813182809 |
| 1998-08-01 | 19.4983333069764 |
| 1998-09-01 | 19.6732794124033 |
| 1998-10-01 | 19.8240667278464 |
| 1998-11-01 | 19.7577747520842 |
| 1998-12-01 | 19.8176823240545 |
| 1999-01-01 | 19.5750652951414 |
| 1999-02-01 | 19.5878340038493 |
| 1999-03-01 | 19.7863461274944 |
| 1999-04-01 | 20.7197172672133 |
| 1999-05-01 | 20.8637190326803 |
| 1999-06-01 | 20.7828960550520 |
| 1999-07-01 | 20.7562080864856 |
| 1999-08-01 | 20.7831751523124 |
| 1999-09-01 | 20.5752965148463 |
| 1999-10-01 | 20.9695676283724 |
| 1999-11-01 | 21.0851112148968 |
| 1999-12-01 | 21.0640237826643 |
| 2000-01-01 | 21.2045807927162 |
| 2000-02-01 | 21.2033189447496 |
| 2000-03-01 | 21.2680176971455 |
| 2000-04-01 | 21.1702373539914 |
| 2000-05-01 | 21.0017899191793 |
| 2000-06-01 | 21.1535772540602 |
| 2000-07-01 | 20.9694042171026 |
| 2000-08-01 | 20.9574805720067 |
| 2000-09-01 | 21.0872649737861 |
| 2000-10-01 | 21.0141218770361 |
| 2000-11-01 | 21.2073811416315 |
| 2000-12-01 | 21.5105946109469 |
| 2001-01-01 | 21.2227485039757 |
| 2001-02-01 | 21.1115485201447 |
| 2001-03-01 | 20.9598500316934 |
| 2001-04-01 | 21.4320169778482 |
| 2001-05-01 | 21.3594013101902 |
| 2001-06-01 | 20.9384759681032 |
| 2001-07-01 | 20.8554645094459 |
| 2001-08-01 | 20.9331159543591 |
| 2001-09-01 | 20.6843244560442 |
| 2001-10-01 | 20.7484222587155 |
| 2001-11-01 | 20.7321076156268 |
| 2001-12-01 | 20.8520970011277 |
| 2002-01-01 | 21.0440362650435 |
| 2002-02-01 | 21.3291140254688 |
| 2002-03-01 | 21.5686897194057 |
| 2002-04-01 | 21.1985531306348 |
| 2002-05-01 | 21.3074801581405 |
| 2002-06-01 | 21.3207748015211 |
| 2002-07-01 | 21.6383757370884 |
| 2002-08-01 | 21.7142761632898 |
| 2002-09-01 | 21.7804109027153 |
| 2002-10-01 | 21.4733900583515 |
| 2002-11-01 | 21.3593654067710 |
| 2002-12-01 | 21.2844760266748 |
| 2003-01-01 | 22.6691305450640 |
| 2003-02-01 | 22.6396076754618 |
| 2003-03-01 | 22.6807007518825 |
| 2003-04-01 | 22.6820426458093 |
| 2003-05-01 | 22.5643274615935 |
| 2003-06-01 | 22.5976327779075 |
| 2003-07-01 | 22.3049312341747 |
| 2003-08-01 | 22.4254500661442 |
| 2003-09-01 | 22.2641728249965 |
| 2003-10-01 | 22.4867139831113 |
| 2003-11-01 | 22.5850450532824 |
| 2003-12-01 | 22.5105825987261 |
| 2004-01-01 | 22.0906324031792 |
| 2004-02-01 | 22.0615156173675 |
| 2004-03-01 | 22.0848650408716 |
| 2004-04-01 | 22.1707069892880 |
| 2004-05-01 | 22.1198185086447 |
| 2004-06-01 | 21.9541056942690 |
| 2004-07-01 | 22.1915306720451 |
| 2004-08-01 | 21.9495586625542 |
| 2004-09-01 | 22.0696325988014 |
| 2004-10-01 | 22.0035559295579 |
| 2004-11-01 | 21.7939558327746 |
| 2004-12-01 | 21.8313164825537 |
| 2005-01-01 | 21.7889013775065 |
| 2005-02-01 | 21.8749218187691 |
| 2005-03-01 | 21.7776538543201 |
| 2005-04-01 | 21.7704738830923 |
| 2005-05-01 | 21.7899465287024 |
| 2005-06-01 | 21.8250474038904 |
| 2005-07-01 | 21.6823734406525 |
| 2005-08-01 | 21.5749486642704 |
| 2005-09-01 | 21.5727058624940 |
| 2005-10-01 | 21.3209775590413 |
| 2005-11-01 | 21.4022325885191 |
| 2005-12-01 | 21.3521744822144 |
| 2006-01-01 | 21.2686612822493 |
| 2006-02-01 | 21.2722780619502 |
| 2006-03-01 | 21.2749576296561 |
| 2006-04-01 | 21.1764051445213 |
| 2006-05-01 | 21.1775472543805 |
| 2006-06-01 | 21.0979124240742 |
| 2006-07-01 | 20.9815912641444 |
| 2006-08-01 | 20.8768887448921 |
| 2006-09-01 | 20.8816421789925 |
| 2006-10-01 | 20.9436972117641 |
| 2006-11-01 | 20.9134661271680 |
| 2006-12-01 | 20.8783766944854 |
| 2007-01-01 | 21.7397142830592 |
| 2007-02-01 | 21.5522540674421 |
| 2007-03-01 | 21.5702059754932 |
| 2007-04-01 | 21.4875139988778 |
| 2007-05-01 | 21.1869419320735 |
| 2007-06-01 | 21.3938531453543 |
| 2007-07-01 | 21.2645518535569 |
| 2007-08-01 | 21.2672920682649 |
| 2007-09-01 | 21.1847605580349 |
| 2007-10-01 | 21.0540349955404 |
| 2007-11-01 | 20.8213860452172 |
| 2007-12-01 | 21.0003307117820 |
| 2008-01-01 | 21.1196081210471 |
| 2008-02-01 | 21.3393550680867 |
| 2008-03-01 | 21.2740778729009 |
| 2008-04-01 | 20.8963475294999 |
| 2008-05-01 | 21.0192976099939 |
| 2008-06-01 | 20.7848121872068 |
| 2008-07-01 | 20.7369900344974 |
| 2008-08-01 | 20.8524395615089 |
| 2008-09-01 | 20.6825205076566 |
| 2008-10-01 | 20.9558698977103 |
| 2008-11-01 | 20.6265467092270 |
| 2008-12-01 | 20.5087631488308 |
| 2009-01-01 | 20.3158331191459 |
| 2009-02-01 | 20.2355112697736 |
| 2009-03-01 | 19.9820431561557 |
| 2009-04-01 | 19.9050881704529 |
| 2009-05-01 | 19.7622035849901 |
| 2009-06-01 | 19.6890940030339 |
| 2009-07-01 | 19.5872817706201 |
| 2009-08-01 | 19.5385113197112 |
| 2009-09-01 | 19.4772745719887 |
| 2009-10-01 | 19.3480537427245 |
| 2009-11-01 | 19.2293869186791 |
| 2009-12-01 | 19.2073541011003 |
| 2010-01-01 | 19.5244682379074 |
| 2010-02-01 | 19.4262063059501 |
| 2010-03-01 | 19.2990814107317 |
| 2010-04-01 | 19.6276061420163 |
| 2010-05-01 | 19.6096172305260 |
| 2010-06-01 | 19.6824302819407 |
| 2010-07-01 | 19.7372668454175 |
| 2010-08-01 | 19.6211502505576 |
| 2010-09-01 | 19.6575007550819 |
| 2010-10-01 | 19.7466364728936 |
| 2010-11-01 | 19.8436325414303 |
| 2010-12-01 | 19.8103903710503 |
| 2011-01-01 | 19.7392625512555 |
| 2011-02-01 | 19.7128414250686 |
| 2011-03-01 | 19.8012892862567 |
| 2011-04-01 | 19.8493241003164 |
| 2011-05-01 | 19.6441621239594 |
| 2011-06-01 | 20.1671065929272 |
| 2011-07-01 | 20.0045654441266 |
| 2011-08-01 | 19.8181275667463 |
| 2011-09-01 | 20.0504401051213 |
| 2011-10-01 | 20.0509976744162 |
| 2011-11-01 | 19.9500445231602 |
| 2011-12-01 | 20.1081358188545 |
| 2012-01-01 | 19.9453493602075 |
| 2012-02-01 | 19.7929951646803 |
| 2012-03-01 | 19.9979556418033 |
| 2012-04-01 | 19.9720438381304 |
| 2012-05-01 | 19.8634999743182 |
| 2012-06-01 | 19.9485855926182 |
| 2012-07-01 | 20.1030632761629 |
| 2012-08-01 | 20.1236357010300 |
| 2012-09-01 | 20.0447263395079 |
| 2012-10-01 | 20.0503307150209 |
| 2012-11-01 | 20.1624222951525 |
| 2012-12-01 | 20.1027505779713 |
| 2013-01-01 | 20.2444117342646 |
| 2013-02-01 | 20.2746518245819 |
| 2013-03-01 | 20.1897803833475 |
| 2013-04-01 | 20.1834351781659 |
| 2013-05-01 | 20.3621582117449 |
| 2013-06-01 | 20.4381852938311 |
| 2013-07-01 | 20.5211824615159 |
| 2013-08-01 | 20.7366225915768 |
| 2013-09-01 | 20.7614132538308 |
| 2013-10-01 | 20.7449680917929 |
| 2013-11-01 | 20.7619557348324 |
| 2013-12-01 | 20.7986088259216 |
| 2014-01-01 | 20.8244134611712 |
| 2014-02-01 | 20.9516797696368 |
| 2014-03-01 | 21.0894502525085 |
| 2014-04-01 | 21.0918358802299 |
| 2014-05-01 | 21.1539985393658 |
| 2014-06-01 | 21.2457114256132 |
| 2014-07-01 | 21.1501117436512 |
| 2014-08-01 | 21.1456376318835 |
| 2014-09-01 | 21.2786948557143 |
| 2014-10-01 | 21.2244484868767 |
| 2014-11-01 | 21.3631994378198 |
| 2014-12-01 | 21.2883669966761 |
| 2015-01-01 | 21.7997646366584 |
| 2015-02-01 | 21.7526163387417 |
| 2015-03-01 | 21.6922166910899 |
| 2015-04-01 | 21.6861529436947 |
| 2015-05-01 | 21.6474870880774 |
| 2015-06-01 | 21.6547491338945 |
| 2015-07-01 | 21.4751372234375 |
| 2015-08-01 | 21.5615030055286 |
| 2015-09-01 | 21.5983028076693 |
| 2015-10-01 | 21.7085531300411 |
| 2015-11-01 | 21.8529276775239 |
| 2015-12-01 | 21.6689301908064 |
| 2016-01-01 | 21.5619944031207 |
| 2016-02-01 | 21.5653769920894 |
| 2016-03-01 | 21.5967339522745 |
| 2016-04-01 | 21.7872843068945 |
| 2016-05-01 | 21.9495623307863 |
| 2016-06-01 | 21.9830993552898 |
| 2016-07-01 | 22.0888663795932 |
| 2016-08-01 | 22.0734205045757 |
| 2016-09-01 | 22.1083909727552 |
| 2016-10-01 | 22.2899086779349 |
| 2016-11-01 | 22.3383372991318 |
| 2016-12-01 | 22.2361938159534 |
| 2017-01-01 | 22.5218353171635 |
| 2017-02-01 | 22.5854798433932 |
| 2017-03-01 | 22.6104998017657 |
| 2017-04-01 | 22.5976673820438 |
| 2017-05-01 | 22.5711007216543 |
| 2017-06-01 | 22.5131163698658 |
| 2017-07-01 | 22.6839973132893 |
| 2017-08-01 | 22.7744224815827 |
| 2017-09-01 | 22.7061506754447 |
| 2017-10-01 | 22.7879768335350 |
| 2017-11-01 | 22.7232637616629 |
| 2017-12-01 | 22.8165741911313 |
| 2018-01-01 | 22.4773783483579 |
| 2018-02-01 | 22.6860067214614 |
| 2018-03-01 | 22.8131270098029 |
| 2018-04-01 | 22.9265169596842 |
| 2018-05-01 | 22.9046442635870 |
| 2018-06-01 | 23.0513527830786 |
| 2018-07-01 | 22.8589026493294 |
| 2018-08-01 | 22.9609695312040 |
| 2018-09-01 | 23.0024490724240 |
| 2018-10-01 | 22.9021126812036 |
| 2018-11-01 | 23.1198334150968 |
| 2018-12-01 | 22.9019109954711 |
| 2019-01-01 | 22.8519504168063 |
| 2019-02-01 | 22.6727168252871 |
| 2019-03-01 | 22.8077579241939 |
| 2019-04-01 | 22.7414397369761 |
| 2019-05-01 | 22.8351129684974 |
| 2019-06-01 | 22.6665522143118 |
| 2019-07-01 | 22.7365167623090 |
| 2019-08-01 | 22.6550464668804 |
| 2019-09-01 | 22.6977943891914 |
| 2019-10-01 | 22.7323432562027 |
| 2019-11-01 | 22.8324075771117 |
| 2019-12-01 | 22.8058602873132 |
| 2020-01-01 | 22.9402964568328 |
| 2020-02-01 | 22.9458473112252 |
| 2020-03-01 | 22.7877597589177 |
| 2020-04-01 | 18.5403311023932 |
| 2020-05-01 | 19.3392870182002 |
| 2020-06-01 | 20.5725396250421 |
| 2020-07-01 | 21.1177440884689 |
| 2020-08-01 | 21.3661439646163 |
| 2020-09-01 | 21.6157497090753 |
| 2020-10-01 | 21.9492230180604 |
| 2020-11-01 | 21.7440978886291 |
| 2020-12-01 | 21.8250942436841 |
| 2021-01-01 | 21.8468894861814 |
| 2021-02-01 | 21.9121894749296 |
| 2021-03-01 | 22.1767381430999 |
| 2021-04-01 | 21.9213512491970 |
| 2021-05-01 | 22.0236003215909 |
| 2021-06-01 | 22.1567537522136 |
| 2021-07-01 | 22.4153769208649 |
| 2021-08-01 | 22.3901500748397 |
| 2021-09-01 | 22.3420780331374 |
| 2021-10-01 | 22.3427402722439 |
| 2021-11-01 | 22.5572599083644 |
| 2021-12-01 | 22.7512571738608 |
| 2022-01-01 | 22.7635219892555 |
| 2022-02-01 | 22.8948281842558 |
| 2022-03-01 | 22.8624445431130 |
| 2022-04-01 | 22.9008609304236 |
| 2022-05-01 | 22.6959990028945 |
| 2022-06-01 | 22.2438756806197 |
| 2022-07-01 | 22.4102592624059 |
| 2022-08-01 | 22.3102681302729 |
| 2022-09-01 | 22.4711275737637 |
| 2022-10-01 | 22.0242772334264 |
| 2022-11-01 | 21.9695734328808 |
| 2022-12-01 | 21.9691629994412 |
| 2023-01-01 | 22.0844123896350 |
| 2023-02-01 | 22.0882497709788 |
| 2023-03-01 | 22.1642489259332 |
| 2023-04-01 | 22.2795105136157 |
| 2023-05-01 | 22.3719769394182 |
| 2023-06-01 | 22.3283329887757 |
| 2023-07-01 | 22.2196061796467 |
| 2023-08-01 | 22.2217427194930 |
| 2023-09-01 | 22.0802643988449 |
| 2023-10-01 | 22.3990069097311 |
| 2023-11-01 | 22.3786615276595 |
| 2023-12-01 | 22.1767258353060 |
| 2024-01-01 | 22.1953052701902 |
| 2024-02-01 | 22.3039727536994 |
| 2024-03-01 | 22.2745471218155 |
| 2024-04-01 | 22.2747319579377 |
| 2024-05-01 | 22.3472971380674 |
| 2024-06-01 | 22.4228150375250 |
| 2024-07-01 | 22.3243716838628 |
| 2024-08-01 | 22.3276699853152 |
| 2024-09-01 | 22.3799631775736 |
| 2024-10-01 | 22.6730121399404 |
| 2024-11-01 | 22.5757681656672 |
| 2024-12-01 | 22.6813842467172 |
| 2025-01-01 | 22.5984000009220 |
| 2025-02-01 | 22.5119773306786 |
| 2025-03-01 | 22.5948197376031 |
| 2025-04-01 | 22.5854996307060 |
| 2025-05-01 | 22.5401493720089 |
| 2025-06-01 | 22.5208178393411 |
| 2025-07-01 | 22.6295964719130 |
| 2025-08-01 | 22.7254525803980 |
| 2025-09-01 | 22.5691685963067 |
| 2025-10-01 | 22.3503700288924 |
| 2025-11-01 | 22.2712946070418 |
| 2025-12-01 | 22.2760790951091 |
| 2026-01-01 | 22.4972726672798 |
| 2026-02-01 | 22.2271086479995 |
| 2026-03-01 | 22.1077508564470 |
| 2026-04-01 | 22.1038921275147 |