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 2026-05-01 |
| Last Updated | 2026-06-24 10:00 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 | 17.6314129430938 |
| 1990-02-01 | 17.6500063069742 |
| 1990-03-01 | 17.7687651585414 |
| 1990-04-01 | 17.3131620868429 |
| 1990-05-01 | 17.4795020710869 |
| 1990-06-01 | 17.1528445936923 |
| 1990-07-01 | 17.1489590528617 |
| 1990-08-01 | 17.0196623564040 |
| 1990-09-01 | 17.0637374460239 |
| 1990-10-01 | 16.8976707719161 |
| 1990-11-01 | 16.8875663950841 |
| 1990-12-01 | 16.8637217078133 |
| 1991-01-01 | 17.2391366149972 |
| 1991-02-01 | 17.1609653330161 |
| 1991-03-01 | 17.2818172607041 |
| 1991-04-01 | 17.2217738889879 |
| 1991-05-01 | 17.0920853730679 |
| 1991-06-01 | 17.2525908282831 |
| 1991-07-01 | 17.1280721310108 |
| 1991-08-01 | 17.2205867940283 |
| 1991-09-01 | 17.1564134837114 |
| 1991-10-01 | 17.1776293622082 |
| 1991-11-01 | 17.1690289839667 |
| 1991-12-01 | 17.3565523804925 |
| 1992-01-01 | 17.3477260045456 |
| 1992-02-01 | 17.3801897197191 |
| 1992-03-01 | 17.4036436961037 |
| 1992-04-01 | 17.7328771901158 |
| 1992-05-01 | 17.8251058552806 |
| 1992-06-01 | 18.0542389596084 |
| 1992-07-01 | 17.6027846820873 |
| 1992-08-01 | 17.7248152937872 |
| 1992-09-01 | 17.7544732084876 |
| 1992-10-01 | 17.8373782979690 |
| 1992-11-01 | 17.9230185816918 |
| 1992-12-01 | 17.8359340287405 |
| 1993-01-01 | 17.7662678124303 |
| 1993-02-01 | 17.9025850701935 |
| 1993-03-01 | 17.8414769693042 |
| 1993-04-01 | 17.7554253204486 |
| 1993-05-01 | 17.4615621207695 |
| 1993-06-01 | 17.8637144254077 |
| 1993-07-01 | 18.3666362467645 |
| 1993-08-01 | 18.2289793733807 |
| 1993-09-01 | 18.4593356101981 |
| 1993-10-01 | 18.1894516952397 |
| 1993-11-01 | 18.1621199044102 |
| 1993-12-01 | 18.2189046771496 |
| 1994-01-01 | 18.1941421349065 |
| 1994-02-01 | 18.1118867410272 |
| 1994-03-01 | 18.2697839522992 |
| 1994-04-01 | 18.4894172355788 |
| 1994-05-01 | 18.6042530761954 |
| 1994-06-01 | 18.7878547772112 |
| 1994-07-01 | 18.8362610101721 |
| 1994-08-01 | 18.5138429656645 |
| 1994-09-01 | 18.7556420940838 |
| 1994-10-01 | 18.7421629948116 |
| 1994-11-01 | 18.7095195226975 |
| 1994-12-01 | 18.6968573177383 |
| 1995-01-01 | 18.9411704550379 |
| 1995-02-01 | 18.9215621808772 |
| 1995-03-01 | 19.0013039309379 |
| 1995-04-01 | 18.9167287362149 |
| 1995-05-01 | 18.8234238848141 |
| 1995-06-01 | 18.8948507367857 |
| 1995-07-01 | 18.9064896243284 |
| 1995-08-01 | 18.9105878344534 |
| 1995-09-01 | 19.0524766192054 |
| 1995-10-01 | 19.2055461819127 |
| 1995-11-01 | 19.3766487095654 |
| 1995-12-01 | 19.3877401881083 |
| 1996-01-01 | 19.6001543080819 |
| 1996-02-01 | 19.4336788952319 |
| 1996-03-01 | 19.3065380455409 |
| 1996-04-01 | 19.1223017091181 |
| 1996-05-01 | 19.1160463683627 |
| 1996-06-01 | 19.2877416208092 |
| 1996-07-01 | 19.5051628022625 |
| 1996-08-01 | 19.6077838309258 |
| 1996-09-01 | 19.4532903402223 |
| 1996-10-01 | 19.5865786579052 |
| 1996-11-01 | 19.6583432659673 |
| 1996-12-01 | 19.8818368926383 |
| 1997-01-01 | 19.6675227662967 |
| 1997-02-01 | 19.6513913593743 |
| 1997-03-01 | 19.6075299736035 |
| 1997-04-01 | 19.6022689097791 |
| 1997-05-01 | 19.5817140355267 |
| 1997-06-01 | 19.3545253779115 |
| 1997-07-01 | 19.4189035702227 |
| 1997-08-01 | 19.5121002990747 |
| 1997-09-01 | 19.4637388175699 |
| 1997-10-01 | 19.2927719591386 |
| 1997-11-01 | 19.1462392442816 |
| 1997-12-01 | 19.4905494741558 |
| 1998-01-01 | 19.1304429810710 |
| 1998-02-01 | 19.2745481885336 |
| 1998-03-01 | 19.0968343403028 |
| 1998-04-01 | 19.3632798991107 |
| 1998-05-01 | 19.4208556128612 |
| 1998-06-01 | 19.6215287995840 |
| 1998-07-01 | 19.6473077529973 |
| 1998-08-01 | 19.4983378588812 |
| 1998-09-01 | 19.6733003702794 |
| 1998-10-01 | 19.8240724386111 |
| 1998-11-01 | 19.7577699304188 |
| 1998-12-01 | 19.8176871812550 |
| 1999-01-01 | 19.5750292677700 |
| 1999-02-01 | 19.5877791082304 |
| 1999-03-01 | 19.7861788807208 |
| 1999-04-01 | 20.7197970614304 |
| 1999-05-01 | 20.8637942317782 |
| 1999-06-01 | 20.7829302899319 |
| 1999-07-01 | 20.7562372472983 |
| 1999-08-01 | 20.7831836923333 |
| 1999-09-01 | 20.5753200952261 |
| 1999-10-01 | 20.9695799231878 |
| 1999-11-01 | 21.0851171947227 |
| 1999-12-01 | 21.0640449864868 |
| 2000-01-01 | 21.2045357677571 |
| 2000-02-01 | 21.2032439332310 |
| 2000-03-01 | 21.2678425674318 |
| 2000-04-01 | 21.1703102705768 |
| 2000-05-01 | 21.0018625593482 |
| 2000-06-01 | 21.1536100789710 |
| 2000-07-01 | 20.9694320909738 |
| 2000-08-01 | 20.9574956452751 |
| 2000-09-01 | 21.0872905247979 |
| 2000-10-01 | 21.0141430620474 |
| 2000-11-01 | 21.2074018649997 |
| 2000-12-01 | 21.5106359214409 |
| 2001-01-01 | 21.2226774644500 |
| 2001-02-01 | 21.1114631231915 |
| 2001-03-01 | 20.9597034061174 |
| 2001-04-01 | 21.4320667886164 |
| 2001-05-01 | 21.3594581415065 |
| 2001-06-01 | 20.9385015681815 |
| 2001-07-01 | 20.8554873553346 |
| 2001-08-01 | 20.9331377521211 |
| 2001-09-01 | 20.6843514054233 |
| 2001-10-01 | 20.7484544921020 |
| 2001-11-01 | 20.7321435900663 |
| 2001-12-01 | 20.8521607938782 |
| 2002-01-01 | 21.0439371402451 |
| 2002-02-01 | 21.3290259755436 |
| 2002-03-01 | 21.5685768599778 |
| 2002-04-01 | 21.1985773455832 |
| 2002-05-01 | 21.3075192663067 |
| 2002-06-01 | 21.3207905600637 |
| 2002-07-01 | 21.6383930336957 |
| 2002-08-01 | 21.7143035841585 |
| 2002-09-01 | 21.7804397669588 |
| 2002-10-01 | 21.4734358343042 |
| 2002-11-01 | 21.3594085985034 |
| 2002-12-01 | 21.2845449220409 |
| 2003-01-01 | 22.6690196480188 |
| 2003-02-01 | 22.6395280904797 |
| 2003-03-01 | 22.6806227061944 |
| 2003-04-01 | 22.6820415446039 |
| 2003-05-01 | 22.5643438621996 |
| 2003-06-01 | 22.5976405488183 |
| 2003-07-01 | 22.3049429781783 |
| 2003-08-01 | 22.4254773500764 |
| 2003-09-01 | 22.2642028113274 |
| 2003-10-01 | 22.4867735710069 |
| 2003-11-01 | 22.5851003020130 |
| 2003-12-01 | 22.5106642770150 |
| 2004-01-01 | 22.0905050598706 |
| 2004-02-01 | 22.0614354301544 |
| 2004-03-01 | 22.0848040667825 |
| 2004-04-01 | 22.1706956958842 |
| 2004-05-01 | 22.1198206776516 |
| 2004-06-01 | 21.9541109540612 |
| 2004-07-01 | 22.1915405247455 |
| 2004-08-01 | 21.9495844305488 |
| 2004-09-01 | 22.0696643732403 |
| 2004-10-01 | 22.0036225904694 |
| 2004-11-01 | 21.7940136728189 |
| 2004-12-01 | 21.8313944599333 |
| 2005-01-01 | 21.7887706412235 |
| 2005-02-01 | 21.8748470443291 |
| 2005-03-01 | 21.7776130828089 |
| 2005-04-01 | 21.7704583100923 |
| 2005-05-01 | 21.7899346239503 |
| 2005-06-01 | 21.8250517363655 |
| 2005-07-01 | 21.6823809859913 |
| 2005-08-01 | 21.5749716792733 |
| 2005-09-01 | 21.5727371832457 |
| 2005-10-01 | 21.3210416110442 |
| 2005-11-01 | 21.4022893378806 |
| 2005-12-01 | 21.3522474312465 |
| 2006-01-01 | 21.2685445921478 |
| 2006-02-01 | 21.2722103251002 |
| 2006-03-01 | 21.2749190178099 |
| 2006-04-01 | 21.1763902784173 |
| 2006-05-01 | 21.1775308125318 |
| 2006-06-01 | 21.0979165246546 |
| 2006-07-01 | 20.9815990116841 |
| 2006-08-01 | 20.8769089559087 |
| 2006-09-01 | 20.8816714713945 |
| 2006-10-01 | 20.9437546576861 |
| 2006-11-01 | 20.9135144061263 |
| 2006-12-01 | 20.8784324012914 |
| 2007-01-01 | 21.7396245942020 |
| 2007-02-01 | 21.5521992844787 |
| 2007-03-01 | 21.5701635302846 |
| 2007-04-01 | 21.4875060366959 |
| 2007-05-01 | 21.1869251861637 |
| 2007-06-01 | 21.3938567026739 |
| 2007-07-01 | 21.2645581068964 |
| 2007-08-01 | 21.2673079705760 |
| 2007-09-01 | 21.1847844525117 |
| 2007-10-01 | 21.0540807100671 |
| 2007-11-01 | 20.8214312449490 |
| 2007-12-01 | 21.0003833944886 |
| 2008-01-01 | 21.1195320954803 |
| 2008-02-01 | 21.3393088317521 |
| 2008-03-01 | 21.2740316597976 |
| 2008-04-01 | 20.8963447974852 |
| 2008-05-01 | 21.0192849342140 |
| 2008-06-01 | 20.7848182451199 |
| 2008-07-01 | 20.7369986769089 |
| 2008-08-01 | 20.8524530105553 |
| 2008-09-01 | 20.6825395845303 |
| 2008-10-01 | 20.9559018167125 |
| 2008-11-01 | 20.6265811540728 |
| 2008-12-01 | 20.5088030140027 |
| 2009-01-01 | 20.3157691271523 |
| 2009-02-01 | 20.2354822843502 |
| 2009-03-01 | 19.9820000969885 |
| 2009-04-01 | 19.9050929810318 |
| 2009-05-01 | 19.7621963353871 |
| 2009-06-01 | 19.6891015847378 |
| 2009-07-01 | 19.5872897164518 |
| 2009-08-01 | 19.5385215316075 |
| 2009-09-01 | 19.4772883441427 |
| 2009-10-01 | 19.3480710753439 |
| 2009-11-01 | 19.2294081132504 |
| 2009-12-01 | 19.2073790229525 |
| 2010-01-01 | 19.5244232168710 |
| 2010-02-01 | 19.4261928547292 |
| 2010-03-01 | 19.2990477012827 |
| 2010-04-01 | 19.6276122000022 |
| 2010-05-01 | 19.6096150884988 |
| 2010-06-01 | 19.6824375538806 |
| 2010-07-01 | 19.7372737926804 |
| 2010-08-01 | 19.6211567796942 |
| 2010-09-01 | 19.6575088662174 |
| 2010-10-01 | 19.7466449429902 |
| 2010-11-01 | 19.8436403652228 |
| 2010-12-01 | 19.8104004083397 |
| 2011-01-01 | 19.7392365571275 |
| 2011-02-01 | 19.7128433266244 |
| 2011-03-01 | 19.8012642445514 |
| 2011-04-01 | 19.8493302559693 |
| 2011-05-01 | 19.6441635610089 |
| 2011-06-01 | 20.1671111252356 |
| 2011-07-01 | 20.0045688151095 |
| 2011-08-01 | 19.8181294315992 |
| 2011-09-01 | 20.0504428531235 |
| 2011-10-01 | 20.0510004248028 |
| 2011-11-01 | 19.9500468522609 |
| 2011-12-01 | 20.1081464147988 |
| 2012-01-01 | 19.9453345209384 |
| 2012-02-01 | 19.7930001429669 |
| 2012-03-01 | 19.9979404450792 |
| 2012-04-01 | 19.9720463183005 |
| 2012-05-01 | 19.8635020119815 |
| 2012-06-01 | 19.9485874649530 |
| 2012-07-01 | 20.1030633052632 |
| 2012-08-01 | 20.1236343597617 |
| 2012-09-01 | 20.0447257706117 |
| 2012-10-01 | 20.0503301053512 |
| 2012-11-01 | 20.1624237485169 |
| 2012-12-01 | 20.1027625529135 |
| 2013-01-01 | 20.2444072500631 |
| 2013-02-01 | 20.2746568355201 |
| 2013-03-01 | 20.1897725612732 |
| 2013-04-01 | 20.1834360952042 |
| 2013-05-01 | 20.3621585128633 |
| 2013-06-01 | 20.4381844989318 |
| 2013-07-01 | 20.5211781071794 |
| 2013-08-01 | 20.7366176581448 |
| 2013-09-01 | 20.7614082479108 |
| 2013-10-01 | 20.7449629751475 |
| 2013-11-01 | 20.7619547315236 |
| 2013-12-01 | 20.7986347087476 |
| 2014-01-01 | 20.8244183496100 |
| 2014-02-01 | 20.9516838102308 |
| 2014-03-01 | 21.0894498548440 |
| 2014-04-01 | 21.0918352126805 |
| 2014-05-01 | 21.1539960675815 |
| 2014-06-01 | 21.2457054020556 |
| 2014-07-01 | 21.1500989564054 |
| 2014-08-01 | 21.1456236828771 |
| 2014-09-01 | 21.2786802000067 |
| 2014-10-01 | 21.2244371560330 |
| 2014-11-01 | 21.3632002130887 |
| 2014-12-01 | 21.2884245926629 |
| 2015-01-01 | 21.7997849815297 |
| 2015-02-01 | 21.7526293293263 |
| 2015-03-01 | 21.6922202005256 |
| 2015-04-01 | 21.6861481426940 |
| 2015-05-01 | 21.6474728931252 |
| 2015-06-01 | 21.6547265538038 |
| 2015-07-01 | 21.4751075386030 |
| 2015-08-01 | 21.5614727059301 |
| 2015-09-01 | 21.5982729572611 |
| 2015-10-01 | 21.7085348283894 |
| 2015-11-01 | 21.8529381627295 |
| 2015-12-01 | 21.6690221936332 |
| 2016-01-01 | 21.5620292097428 |
| 2016-02-01 | 21.5654938660379 |
| 2016-03-01 | 21.5967245644854 |
| 2016-04-01 | 21.7872515809410 |
| 2016-05-01 | 21.9495100804045 |
| 2016-06-01 | 21.9830368411494 |
| 2016-07-01 | 22.0888016612675 |
| 2016-08-01 | 22.0733626897687 |
| 2016-09-01 | 22.1083374858540 |
| 2016-10-01 | 22.2898801764348 |
| 2016-11-01 | 22.3383659890211 |
| 2016-12-01 | 22.2363259694495 |
| 2017-01-01 | 22.5219331436017 |
| 2017-02-01 | 22.5857924878489 |
| 2017-03-01 | 22.6106202282838 |
| 2017-04-01 | 22.5973782752494 |
| 2017-05-01 | 22.5709474087506 |
| 2017-06-01 | 22.5129718742705 |
| 2017-07-01 | 22.6839238195251 |
| 2017-08-01 | 22.7743583343745 |
| 2017-09-01 | 22.7060914445306 |
| 2017-10-01 | 22.7879822442236 |
| 2017-11-01 | 22.7233083916685 |
| 2017-12-01 | 22.8167257831017 |
| 2018-01-01 | 22.4775127531851 |
| 2018-02-01 | 22.6864818794625 |
| 2018-03-01 | 22.8135384713523 |
| 2018-04-01 | 22.9259285794846 |
| 2018-05-01 | 22.9043531433647 |
| 2018-06-01 | 23.0511006337207 |
| 2018-07-01 | 22.8588044236532 |
| 2018-08-01 | 22.9608905459392 |
| 2018-09-01 | 23.0023851790621 |
| 2018-10-01 | 22.9022064560209 |
| 2018-11-01 | 23.1198881076794 |
| 2018-12-01 | 22.9020708279537 |
| 2019-01-01 | 22.8521325993201 |
| 2019-02-01 | 22.6732686342740 |
| 2019-03-01 | 22.8084866423634 |
| 2019-04-01 | 22.7405875052242 |
| 2019-05-01 | 22.8347237504245 |
| 2019-06-01 | 22.6661336106748 |
| 2019-07-01 | 22.7364329299965 |
| 2019-08-01 | 22.6549894992736 |
| 2019-09-01 | 22.6977008492756 |
| 2019-10-01 | 22.7325553712831 |
| 2019-11-01 | 22.8324834000226 |
| 2019-12-01 | 22.8060067279001 |
| 2020-01-01 | 22.9404732437030 |
| 2020-02-01 | 22.9463795543287 |
| 2020-03-01 | 22.7886582157206 |
| 2020-04-01 | 18.5394422516865 |
| 2020-05-01 | 19.3388627681864 |
| 2020-06-01 | 20.5719948613228 |
| 2020-07-01 | 21.1176440797546 |
| 2020-08-01 | 21.3660862237201 |
| 2020-09-01 | 21.6154930926734 |
| 2020-10-01 | 21.9495449492608 |
| 2020-11-01 | 21.7442659400714 |
| 2020-12-01 | 21.8253461701172 |
| 2021-01-01 | 21.8471986854925 |
| 2021-02-01 | 21.9127168311646 |
| 2021-03-01 | 22.1776657811057 |
| 2021-04-01 | 21.9204167303101 |
| 2021-05-01 | 22.0230677825702 |
| 2021-06-01 | 22.1559687874007 |
| 2021-07-01 | 22.4151485699710 |
| 2021-08-01 | 22.3900186234562 |
| 2021-09-01 | 22.3416462594033 |
| 2021-10-01 | 22.3432090460254 |
| 2021-11-01 | 22.5577176557556 |
| 2021-12-01 | 22.7519066221803 |
| 2022-01-01 | 22.7642247750841 |
| 2022-02-01 | 22.8954559494223 |
| 2022-03-01 | 22.8632521770144 |
| 2022-04-01 | 22.8998885968663 |
| 2022-05-01 | 22.6949919061362 |
| 2022-06-01 | 22.2424322457271 |
| 2022-07-01 | 22.4093194917749 |
| 2022-08-01 | 22.3106257556900 |
| 2022-09-01 | 22.4702113485833 |
| 2022-10-01 | 22.0247518774401 |
| 2022-11-01 | 21.9705586632982 |
| 2022-12-01 | 21.9707413349168 |
| 2023-01-01 | 22.0858116531883 |
| 2023-02-01 | 22.0904924682854 |
| 2023-03-01 | 22.1669743777010 |
| 2023-04-01 | 22.2748079589755 |
| 2023-05-01 | 22.3697288482389 |
| 2023-06-01 | 22.3256992857758 |
| 2023-07-01 | 22.2176959095695 |
| 2023-08-01 | 22.2225658123184 |
| 2023-09-01 | 22.0792689366516 |
| 2023-10-01 | 22.3999265915447 |
| 2023-11-01 | 22.3805899925480 |
| 2023-12-01 | 22.1794945268633 |
| 2024-01-01 | 22.1975519113617 |
| 2024-02-01 | 22.3078748517779 |
| 2024-03-01 | 22.2788567905127 |
| 2024-04-01 | 22.2642911636963 |
| 2024-05-01 | 22.3473682584699 |
| 2024-06-01 | 22.4185592730490 |
| 2024-07-01 | 22.3210668931957 |
| 2024-08-01 | 22.3288708395359 |
| 2024-09-01 | 22.3786128106251 |
| 2024-10-01 | 22.6740825212623 |
| 2024-11-01 | 22.5784411756392 |
| 2024-12-01 | 22.6852515222825 |
| 2025-01-01 | 22.6013355324697 |
| 2025-02-01 | 22.5177426771101 |
| 2025-03-01 | 22.6012011412755 |
| 2025-04-01 | 22.5676578115107 |
| 2025-05-01 | 22.5447740605694 |
| 2025-06-01 | 22.5149247360975 |
| 2025-07-01 | 22.6250367747662 |
| 2025-08-01 | 22.7263916800294 |
| 2025-09-01 | 22.5677123972363 |
| 2025-10-01 | 22.3516308645996 |
| 2025-11-01 | 22.2744146490130 |
| 2025-12-01 | 22.2804848781966 |
| 2026-01-01 | 22.5004670694583 |
| 2026-02-01 | 22.2333401668186 |
| 2026-03-01 | 22.1143939670664 |
| 2026-04-01 | 22.1806595709229 |
| 2026-05-01 | 22.1540222919295 |