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 2026-06-01 |
| Last Updated | 2026-07-22 9:43 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 | 17.6314125431221 |
| 1990-02-01 | 17.6500062276232 |
| 1990-03-01 | 17.7687647243437 |
| 1990-04-01 | 17.3131618862763 |
| 1990-05-01 | 17.4795041120187 |
| 1990-06-01 | 17.1528444116145 |
| 1990-07-01 | 17.1489594644408 |
| 1990-08-01 | 17.0196621310966 |
| 1990-09-01 | 17.0637374201902 |
| 1990-10-01 | 16.8976705438963 |
| 1990-11-01 | 16.8875660717048 |
| 1990-12-01 | 16.8637213231479 |
| 1991-01-01 | 17.2391361186313 |
| 1991-02-01 | 17.1609651893755 |
| 1991-03-01 | 17.2818168990299 |
| 1991-04-01 | 17.2217738143841 |
| 1991-05-01 | 17.0920874588633 |
| 1991-06-01 | 17.2525908611365 |
| 1991-07-01 | 17.1280727209791 |
| 1991-08-01 | 17.2205862065178 |
| 1991-09-01 | 17.1564135827618 |
| 1991-10-01 | 17.1776290828638 |
| 1991-11-01 | 17.1690284689458 |
| 1991-12-01 | 17.3565517286463 |
| 1992-01-01 | 17.3477252640713 |
| 1992-02-01 | 17.3801894881239 |
| 1992-03-01 | 17.4036436404142 |
| 1992-04-01 | 17.7328774884806 |
| 1992-05-01 | 17.8251079305009 |
| 1992-06-01 | 18.0542393333374 |
| 1992-07-01 | 17.6027854854783 |
| 1992-08-01 | 17.7248143633679 |
| 1992-09-01 | 17.7544735525283 |
| 1992-10-01 | 17.8373782477090 |
| 1992-11-01 | 17.9230181976872 |
| 1992-12-01 | 17.8359333954968 |
| 1993-01-01 | 17.7662643993965 |
| 1993-02-01 | 17.9025843006791 |
| 1993-03-01 | 17.8414761897472 |
| 1993-04-01 | 17.7554283476292 |
| 1993-05-01 | 17.4615666343670 |
| 1993-06-01 | 17.8637140887911 |
| 1993-07-01 | 18.3666366757093 |
| 1993-08-01 | 18.2289779475525 |
| 1993-09-01 | 18.4593362489114 |
| 1993-10-01 | 18.1894519461085 |
| 1993-11-01 | 18.1621194987263 |
| 1993-12-01 | 18.2189047614071 |
| 1994-01-01 | 18.1941351309719 |
| 1994-02-01 | 18.1118845078208 |
| 1994-03-01 | 18.2697818077316 |
| 1994-04-01 | 18.4894229582040 |
| 1994-05-01 | 18.6042605093634 |
| 1994-06-01 | 18.7878542091076 |
| 1994-07-01 | 18.8362617831776 |
| 1994-08-01 | 18.5138420676702 |
| 1994-09-01 | 18.7556433861349 |
| 1994-10-01 | 18.7421637354402 |
| 1994-11-01 | 18.7095189487143 |
| 1994-12-01 | 18.6968579657401 |
| 1995-01-01 | 18.9411601212778 |
| 1995-02-01 | 18.9215594561420 |
| 1995-03-01 | 19.0012903477250 |
| 1995-04-01 | 18.9167394130130 |
| 1995-05-01 | 18.8234368832936 |
| 1995-06-01 | 18.8948524044821 |
| 1995-07-01 | 18.9064929045873 |
| 1995-08-01 | 18.9105866899597 |
| 1995-09-01 | 19.0524801244087 |
| 1995-10-01 | 19.2055483467485 |
| 1995-11-01 | 19.3766480733399 |
| 1995-12-01 | 19.3877404262710 |
| 1996-01-01 | 19.6001403474487 |
| 1996-02-01 | 19.4336701700140 |
| 1996-03-01 | 19.3065039324260 |
| 1996-04-01 | 19.1223240013570 |
| 1996-05-01 | 19.1160677386665 |
| 1996-06-01 | 19.2877491723726 |
| 1996-07-01 | 19.5051702343589 |
| 1996-08-01 | 19.6077833742805 |
| 1996-09-01 | 19.4532955207798 |
| 1996-10-01 | 19.5865814269057 |
| 1996-11-01 | 19.6583418868219 |
| 1996-12-01 | 19.8818347926370 |
| 1997-01-01 | 19.6675045409425 |
| 1997-02-01 | 19.6513760904041 |
| 1997-03-01 | 19.6074750923923 |
| 1997-04-01 | 19.6023029833794 |
| 1997-05-01 | 19.5817445416171 |
| 1997-06-01 | 19.3545400512366 |
| 1997-07-01 | 19.4189159881273 |
| 1997-08-01 | 19.5121005833144 |
| 1997-09-01 | 19.4637450653762 |
| 1997-10-01 | 19.2927744425676 |
| 1997-11-01 | 19.1462365060197 |
| 1997-12-01 | 19.4905413288295 |
| 1998-01-01 | 19.1304237757202 |
| 1998-02-01 | 19.2745275653750 |
| 1998-03-01 | 19.0967608309925 |
| 1998-04-01 | 19.3633254346581 |
| 1998-05-01 | 19.4208969126595 |
| 1998-06-01 | 19.6215499961932 |
| 1998-07-01 | 19.6473235002359 |
| 1998-08-01 | 19.4983388338241 |
| 1998-09-01 | 19.6733039938732 |
| 1998-10-01 | 19.8240710724407 |
| 1998-11-01 | 19.7577639690262 |
| 1998-12-01 | 19.8176726817197 |
| 1999-01-01 | 19.5750138579698 |
| 1999-02-01 | 19.5877612851758 |
| 1999-03-01 | 19.7860954469425 |
| 1999-04-01 | 20.7198479031443 |
| 1999-05-01 | 20.8638429395956 |
| 1999-06-01 | 20.7829569489285 |
| 1999-07-01 | 20.7562557261756 |
| 1999-08-01 | 20.7831841177187 |
| 1999-09-01 | 20.5753195389638 |
| 1999-10-01 | 20.9695714612760 |
| 1999-11-01 | 21.0851013218691 |
| 1999-12-01 | 21.0640123898634 |
| 2000-01-01 | 21.2045392697293 |
| 2000-02-01 | 21.2032373483161 |
| 2000-03-01 | 21.2677635072387 |
| 2000-04-01 | 21.1703648686005 |
| 2000-05-01 | 21.0019147394624 |
| 2000-06-01 | 21.1536369315643 |
| 2000-07-01 | 20.9694480012771 |
| 2000-08-01 | 20.9574938319343 |
| 2000-09-01 | 21.0872819379744 |
| 2000-10-01 | 21.0141242135980 |
| 2000-11-01 | 21.2073738158483 |
| 2000-12-01 | 21.5105875097508 |
| 2001-01-01 | 21.2227082787848 |
| 2001-02-01 | 21.1114727252400 |
| 2001-03-01 | 20.9596466396642 |
| 2001-04-01 | 21.4321142341530 |
| 2001-05-01 | 21.3595041716249 |
| 2001-06-01 | 20.9385231260783 |
| 2001-07-01 | 20.8554999928734 |
| 2001-08-01 | 20.9331327441078 |
| 2001-09-01 | 20.6843356924579 |
| 2001-10-01 | 20.7484272408658 |
| 2001-11-01 | 20.7321052945702 |
| 2001-12-01 | 20.8520992415238 |
| 2002-01-01 | 21.0439957632385 |
| 2002-02-01 | 21.3290521147464 |
| 2002-03-01 | 21.5685452358818 |
| 2002-04-01 | 21.1986146208779 |
| 2002-05-01 | 21.3075556622078 |
| 2002-06-01 | 21.3208028634897 |
| 2002-07-01 | 21.6383999717166 |
| 2002-08-01 | 21.7142954155650 |
| 2002-09-01 | 21.7804198223530 |
| 2002-10-01 | 21.4734016209628 |
| 2002-11-01 | 21.3593694308438 |
| 2002-12-01 | 21.2844879567687 |
| 2003-01-01 | 22.6690921497044 |
| 2003-02-01 | 22.6395621370466 |
| 2003-03-01 | 22.6806111564836 |
| 2003-04-01 | 22.6820649062116 |
| 2003-05-01 | 22.5643660183688 |
| 2003-06-01 | 22.5976454694373 |
| 2003-07-01 | 22.3049474668162 |
| 2003-08-01 | 22.4254678851411 |
| 2003-09-01 | 22.2641848202518 |
| 2003-10-01 | 22.4867396128850 |
| 2003-11-01 | 22.5850671386309 |
| 2003-12-01 | 22.5106177459531 |
| 2004-01-01 | 22.0905748792169 |
| 2004-02-01 | 22.0614670407073 |
| 2004-03-01 | 22.0848035022863 |
| 2004-04-01 | 22.1707107940440 |
| 2004-05-01 | 22.1198313773363 |
| 2004-06-01 | 21.9541101744620 |
| 2004-07-01 | 22.1915417441709 |
| 2004-08-01 | 21.9495756914074 |
| 2004-09-01 | 22.0696514836509 |
| 2004-10-01 | 22.0035935269398 |
| 2004-11-01 | 21.7939943710991 |
| 2004-12-01 | 21.8313700169047 |
| 2005-01-01 | 21.7888212059390 |
| 2005-02-01 | 21.8748650757610 |
| 2005-03-01 | 21.7776178795957 |
| 2005-04-01 | 21.7704650053653 |
| 2005-05-01 | 21.7899346896553 |
| 2005-06-01 | 21.8250485492744 |
| 2005-07-01 | 21.6823822051210 |
| 2005-08-01 | 21.5749660291682 |
| 2005-09-01 | 21.5727311165253 |
| 2005-10-01 | 21.3210230789291 |
| 2005-11-01 | 21.4022851806620 |
| 2005-12-01 | 21.3522430057832 |
| 2006-01-01 | 21.2685672323335 |
| 2006-02-01 | 21.2722151187726 |
| 2006-03-01 | 21.2749203074588 |
| 2006-04-01 | 21.1763929933688 |
| 2006-05-01 | 21.1775273868163 |
| 2006-06-01 | 21.0979131590708 |
| 2006-07-01 | 20.9815996143981 |
| 2006-08-01 | 20.8769070421973 |
| 2006-09-01 | 20.8816717007693 |
| 2006-10-01 | 20.9437448543861 |
| 2006-11-01 | 20.9135225330567 |
| 2006-12-01 | 20.8784442020226 |
| 2007-01-01 | 21.7396217370459 |
| 2007-02-01 | 21.5521937783982 |
| 2007-03-01 | 21.5701582426489 |
| 2007-04-01 | 21.4875080225083 |
| 2007-05-01 | 21.1869213267363 |
| 2007-06-01 | 21.3938556154740 |
| 2007-07-01 | 21.2645594347190 |
| 2007-08-01 | 21.2673093225208 |
| 2007-09-01 | 21.1847881595567 |
| 2007-10-01 | 21.0540784126714 |
| 2007-11-01 | 20.8214420675151 |
| 2007-12-01 | 21.0003970927359 |
| 2008-01-01 | 21.1195171870482 |
| 2008-02-01 | 21.3393014990827 |
| 2008-03-01 | 21.2740241305647 |
| 2008-04-01 | 20.8963467482363 |
| 2008-05-01 | 21.0192819607189 |
| 2008-06-01 | 20.7848191602298 |
| 2008-07-01 | 20.7369997493656 |
| 2008-08-01 | 20.8524562241540 |
| 2008-09-01 | 20.6825439079452 |
| 2008-10-01 | 20.9559031237512 |
| 2008-11-01 | 20.6265896560554 |
| 2008-12-01 | 20.5088121646036 |
| 2009-01-01 | 20.3157552519294 |
| 2009-02-01 | 20.2354755571481 |
| 2009-03-01 | 19.9819918094599 |
| 2009-04-01 | 19.9050957862341 |
| 2009-05-01 | 19.7621945332579 |
| 2009-06-01 | 19.6891034170245 |
| 2009-07-01 | 19.5872910901311 |
| 2009-08-01 | 19.5385247152239 |
| 2009-09-01 | 19.4772912341317 |
| 2009-10-01 | 19.3480742150080 |
| 2009-11-01 | 19.2294129672306 |
| 2009-12-01 | 19.2073833902822 |
| 2010-01-01 | 19.5244131701347 |
| 2010-02-01 | 19.4261878075332 |
| 2010-03-01 | 19.2990411759231 |
| 2010-04-01 | 19.6276144339116 |
| 2010-05-01 | 19.6096147730077 |
| 2010-06-01 | 19.6824396053450 |
| 2010-07-01 | 19.7372751707798 |
| 2010-08-01 | 19.6211599546772 |
| 2010-09-01 | 19.6575107973462 |
| 2010-10-01 | 19.7466467168138 |
| 2010-11-01 | 19.8436426336325 |
| 2010-12-01 | 19.8104010440567 |
| 2011-01-01 | 19.7392311294749 |
| 2011-02-01 | 19.7128404003243 |
| 2011-03-01 | 19.8012596003631 |
| 2011-04-01 | 19.8493316834721 |
| 2011-05-01 | 19.6441642147726 |
| 2011-06-01 | 20.1671125991268 |
| 2011-07-01 | 20.0045694481686 |
| 2011-08-01 | 19.8181316008142 |
| 2011-09-01 | 20.0504436561062 |
| 2011-10-01 | 20.0510012810659 |
| 2011-11-01 | 19.9500480860615 |
| 2011-12-01 | 20.1081487362971 |
| 2012-01-01 | 19.9453321363844 |
| 2012-02-01 | 19.7929969478125 |
| 2012-03-01 | 19.9979377078205 |
| 2012-04-01 | 19.9720457875058 |
| 2012-05-01 | 19.8635023498024 |
| 2012-06-01 | 19.9485872145596 |
| 2012-07-01 | 20.1030653120832 |
| 2012-08-01 | 20.1236343274456 |
| 2012-09-01 | 20.0447247238631 |
| 2012-10-01 | 20.0503299857379 |
| 2012-11-01 | 20.1624272104835 |
| 2012-12-01 | 20.1027671711739 |
| 2013-01-01 | 20.2444082588791 |
| 2013-02-01 | 20.2746531972035 |
| 2013-03-01 | 20.1897712807685 |
| 2013-04-01 | 20.1834346194693 |
| 2013-05-01 | 20.3621574859732 |
| 2013-06-01 | 20.4381818346110 |
| 2013-07-01 | 20.5211802925831 |
| 2013-08-01 | 20.7366138043786 |
| 2013-09-01 | 20.7614037662233 |
| 2013-10-01 | 20.7449594440833 |
| 2013-11-01 | 20.7619574771847 |
| 2013-12-01 | 20.7986597395776 |
| 2014-01-01 | 20.8244196506959 |
| 2014-02-01 | 20.9516783712669 |
| 2014-03-01 | 21.0894480316835 |
| 2014-04-01 | 21.0918310887604 |
| 2014-05-01 | 21.1539916849667 |
| 2014-06-01 | 21.2456980612104 |
| 2014-07-01 | 21.1500992053100 |
| 2014-08-01 | 21.1456148928614 |
| 2014-09-01 | 21.2786731339470 |
| 2014-10-01 | 21.2244334015920 |
| 2014-11-01 | 21.3632080041651 |
| 2014-12-01 | 21.2884911839838 |
| 2015-01-01 | 21.7997875226812 |
| 2015-02-01 | 21.7526156632714 |
| 2015-03-01 | 21.6922017911830 |
| 2015-04-01 | 21.6861243067909 |
| 2015-05-01 | 21.6474501541179 |
| 2015-06-01 | 21.6547078574710 |
| 2015-07-01 | 21.4751070166539 |
| 2015-08-01 | 21.5614733354790 |
| 2015-09-01 | 21.5982843948287 |
| 2015-10-01 | 21.7085534236482 |
| 2015-11-01 | 21.8529707892776 |
| 2015-12-01 | 21.6691401818254 |
| 2016-01-01 | 21.5620271161912 |
| 2016-02-01 | 21.5654606336282 |
| 2016-03-01 | 21.5966522493528 |
| 2016-04-01 | 21.7871690821514 |
| 2016-05-01 | 21.9494413386817 |
| 2016-06-01 | 21.9830001579974 |
| 2016-07-01 | 22.0888157394003 |
| 2016-08-01 | 22.0734036256667 |
| 2016-09-01 | 22.1084032454424 |
| 2016-10-01 | 22.2899526864623 |
| 2016-11-01 | 22.3384577356091 |
| 2016-12-01 | 22.2365019928064 |
| 2017-01-01 | 22.5219387724547 |
| 2017-02-01 | 22.5857458605798 |
| 2017-03-01 | 22.6104903111413 |
| 2017-04-01 | 22.5971935694636 |
| 2017-05-01 | 22.5703429578109 |
| 2017-06-01 | 22.5131343957373 |
| 2017-07-01 | 22.6841326791197 |
| 2017-08-01 | 22.7745349495059 |
| 2017-09-01 | 22.7062492772393 |
| 2017-10-01 | 22.7881417911141 |
| 2017-11-01 | 22.7234421817538 |
| 2017-12-01 | 22.8169219497749 |
| 2018-01-01 | 22.4775195124143 |
| 2018-02-01 | 22.6864313984928 |
| 2018-03-01 | 22.8131269238812 |
| 2018-04-01 | 22.9256635426844 |
| 2018-05-01 | 22.9032455984830 |
| 2018-06-01 | 23.0515051104795 |
| 2018-07-01 | 22.8592666379788 |
| 2018-08-01 | 22.9612768982674 |
| 2018-09-01 | 23.0027077704165 |
| 2018-10-01 | 22.9022965253148 |
| 2018-11-01 | 23.1201010298094 |
| 2018-12-01 | 22.9022743933794 |
| 2019-01-01 | 22.8521240744845 |
| 2019-02-01 | 22.6731802543511 |
| 2019-03-01 | 22.8077574833821 |
| 2019-04-01 | 22.7401829563994 |
| 2019-05-01 | 22.8330352933122 |
| 2019-06-01 | 22.6671966392775 |
| 2019-07-01 | 22.7370504094076 |
| 2019-08-01 | 22.6554872482507 |
| 2019-09-01 | 22.6983216447531 |
| 2019-10-01 | 22.7324881163089 |
| 2019-11-01 | 22.8326796232676 |
| 2019-12-01 | 22.8061246642336 |
| 2020-01-01 | 22.9404133646853 |
| 2020-02-01 | 22.9462514135387 |
| 2020-03-01 | 22.7876395820442 |
| 2020-04-01 | 18.5389755627092 |
| 2020-05-01 | 19.3371098387692 |
| 2020-06-01 | 20.5734831458258 |
| 2020-07-01 | 21.1181597191133 |
| 2020-08-01 | 21.3664749006294 |
| 2020-09-01 | 21.6168271147747 |
| 2020-10-01 | 21.9491784038063 |
| 2020-11-01 | 21.7444217832572 |
| 2020-12-01 | 21.8254088750984 |
| 2021-01-01 | 21.8470914051061 |
| 2021-02-01 | 21.9124695630070 |
| 2021-03-01 | 22.1764715506160 |
| 2021-04-01 | 21.9197543592324 |
| 2021-05-01 | 22.0211418431799 |
| 2021-06-01 | 22.1578316961453 |
| 2021-07-01 | 22.4156171241226 |
| 2021-08-01 | 22.3904729018158 |
| 2021-09-01 | 22.3439709573809 |
| 2021-10-01 | 22.3421232669195 |
| 2021-11-01 | 22.5581438568431 |
| 2021-12-01 | 22.7521467657671 |
| 2022-01-01 | 22.7641017256521 |
| 2022-02-01 | 22.8949076530835 |
| 2022-03-01 | 22.8615877391835 |
| 2022-04-01 | 22.8987615700619 |
| 2022-05-01 | 22.6932286730116 |
| 2022-06-01 | 22.2440612533870 |
| 2022-07-01 | 22.4099474602580 |
| 2022-08-01 | 22.3105297504882 |
| 2022-09-01 | 22.4738775741874 |
| 2022-10-01 | 22.0234695582144 |
| 2022-11-01 | 21.9719435195850 |
| 2022-12-01 | 21.9718706725942 |
| 2023-01-01 | 22.0857389809718 |
| 2023-02-01 | 22.0899680419788 |
| 2023-03-01 | 22.1651257322709 |
| 2023-04-01 | 22.2726964308678 |
| 2023-05-01 | 22.3600323329908 |
| 2023-06-01 | 22.3317102626205 |
| 2023-07-01 | 22.2201051638018 |
| 2023-08-01 | 22.2226974316963 |
| 2023-09-01 | 22.0840562510541 |
| 2023-10-01 | 22.3989591944807 |
| 2023-11-01 | 22.3831543296366 |
| 2023-12-01 | 22.1816057273912 |
| 2024-01-01 | 22.1975094691065 |
| 2024-02-01 | 22.3071880126562 |
| 2024-03-01 | 22.2762464756113 |
| 2024-04-01 | 22.2601064624097 |
| 2024-05-01 | 22.3267450628068 |
| 2024-06-01 | 22.4330435672510 |
| 2024-07-01 | 22.3256401685927 |
| 2024-08-01 | 22.3290439876372 |
| 2024-09-01 | 22.3843175768223 |
| 2024-10-01 | 22.6739141148513 |
| 2024-11-01 | 22.5819399866164 |
| 2024-12-01 | 22.6882472329912 |
| 2025-01-01 | 22.6012879931291 |
| 2025-02-01 | 22.5170093531486 |
| 2025-03-01 | 22.5978378710301 |
| 2025-04-01 | 22.5611181574249 |
| 2025-05-01 | 22.5100432655960 |
| 2025-06-01 | 22.5410375684704 |
| 2025-07-01 | 22.6321687699828 |
| 2025-08-01 | 22.7274372618347 |
| 2025-09-01 | 22.5737255517655 |
| 2025-10-01 | 22.3518450167178 |
| 2025-11-01 | 22.2784275822974 |
| 2025-12-01 | 22.2836290218037 |
| 2026-01-01 | 22.4999039717742 |
| 2026-02-01 | 22.2317843888267 |
| 2026-03-01 | 22.1093524160346 |
| 2026-04-01 | 22.1713847729077 |
| 2026-05-01 | 22.2100513285266 |
| 2026-06-01 | 22.0529634999673 |