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 2026-09-01 |
| Last Updated | 2026-10-20 9:46 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 | 17.6314121403 |
| 1990-02-01 | 17.6500061446 |
| 1990-03-01 | 17.7687642880 |
| 1990-04-01 | 17.3131616785 |
| 1990-05-01 | 17.4795062148 |
| 1990-06-01 | 17.1528442252 |
| 1990-07-01 | 17.1489598721 |
| 1990-08-01 | 17.0196619052 |
| 1990-09-01 | 17.0637373939 |
| 1990-10-01 | 16.8976703127 |
| 1990-11-01 | 16.8875657398 |
| 1990-12-01 | 16.8637209150 |
| 1991-01-01 | 17.2391356139 |
| 1991-02-01 | 17.1609650390 |
| 1991-03-01 | 17.2818165356 |
| 1991-04-01 | 17.2217737369 |
| 1991-05-01 | 17.0920896089 |
| 1991-06-01 | 17.2525908966 |
| 1991-07-01 | 17.1280733128 |
| 1991-08-01 | 17.2205856104 |
| 1991-09-01 | 17.1564136841 |
| 1991-10-01 | 17.1776287990 |
| 1991-11-01 | 17.1690279392 |
| 1991-12-01 | 17.3565510463 |
| 1992-01-01 | 17.3477245073 |
| 1992-02-01 | 17.3801892494 |
| 1992-03-01 | 17.4036435893 |
| 1992-04-01 | 17.7328777975 |
| 1992-05-01 | 17.8251100694 |
| 1992-06-01 | 18.0542397139 |
| 1992-07-01 | 17.6027862893 |
| 1992-08-01 | 17.7248134109 |
| 1992-09-01 | 17.7544739045 |
| 1992-10-01 | 17.8373782092 |
| 1992-11-01 | 17.9230178223 |
| 1992-12-01 | 17.8359327641 |
| 1993-01-01 | 17.7662608218 |
| 1993-02-01 | 17.9025835330 |
| 1993-03-01 | 17.8414754009 |
| 1993-04-01 | 17.7554314813 |
| 1993-05-01 | 17.4615712952 |
| 1993-06-01 | 17.8637137131 |
| 1993-07-01 | 18.3666370643 |
| 1993-08-01 | 18.2289764607 |
| 1993-09-01 | 18.4593368861 |
| 1993-10-01 | 18.1894522105 |
| 1993-11-01 | 18.1621191052 |
| 1993-12-01 | 18.2189050327 |
| 1994-01-01 | 18.1941277845 |
| 1994-02-01 | 18.1118822575 |
| 1994-03-01 | 18.2697796278 |
| 1994-04-01 | 18.4894288937 |
| 1994-05-01 | 18.6042682067 |
| 1994-06-01 | 18.7878533917 |
| 1994-07-01 | 18.8362625180 |
| 1994-08-01 | 18.5138411110 |
| 1994-09-01 | 18.7556446748 |
| 1994-10-01 | 18.7421644770 |
| 1994-11-01 | 18.7095183568 |
| 1994-12-01 | 18.6968592216 |
| 1995-01-01 | 18.9411492377 |
| 1995-02-01 | 18.9215566919 |
| 1995-03-01 | 19.0012764441 |
| 1995-04-01 | 18.9167504387 |
| 1995-05-01 | 18.8234502926 |
| 1995-06-01 | 18.8948536321 |
| 1995-07-01 | 18.9064961612 |
| 1995-08-01 | 18.9105855057 |
| 1995-09-01 | 19.0524836362 |
| 1995-10-01 | 19.2055505126 |
| 1995-11-01 | 19.3766474017 |
| 1995-12-01 | 19.3877416908 |
| 1996-01-01 | 19.6001257717 |
| 1996-02-01 | 19.4336613074 |
| 1996-03-01 | 19.3064690653 |
| 1996-04-01 | 19.1223468181 |
| 1996-05-01 | 19.1160896161 |
| 1996-06-01 | 19.2877560986 |
| 1996-07-01 | 19.5051776000 |
| 1996-08-01 | 19.6077828219 |
| 1996-09-01 | 19.4533010690 |
| 1996-10-01 | 19.5865841663 |
| 1996-11-01 | 19.6583404893 |
| 1996-12-01 | 19.8818340346 |
| 1997-01-01 | 19.6674857095 |
| 1997-02-01 | 19.6513606018 |
| 1997-03-01 | 19.6074189499 |
| 1997-04-01 | 19.6023375939 |
| 1997-05-01 | 19.5817754419 |
| 1997-06-01 | 19.3545538924 |
| 1997-07-01 | 19.4189281558 |
| 1997-08-01 | 19.5121007899 |
| 1997-09-01 | 19.4637522584 |
| 1997-10-01 | 19.2927770763 |
| 1997-11-01 | 19.1462338173 |
| 1997-12-01 | 19.4905363451 |
| 1998-01-01 | 19.1304035873 |
| 1998-02-01 | 19.2745058376 |
| 1998-03-01 | 19.0966854891 |
| 1998-04-01 | 19.3633706934 |
| 1998-05-01 | 19.4209377112 |
| 1998-06-01 | 19.6215698250 |
| 1998-07-01 | 19.6473389103 |
| 1998-08-01 | 19.4983402870 |
| 1998-09-01 | 19.6733100732 |
| 1998-10-01 | 19.8240710990 |
| 1998-11-01 | 19.7577590204 |
| 1998-12-01 | 19.8176634596 |
| 1999-01-01 | 19.5749970539 |
| 1999-02-01 | 19.5877396023 |
| 1999-03-01 | 19.7860091564 |
| 1999-04-01 | 20.7198967098 |
| 1999-05-01 | 20.8638894775 |
| 1999-06-01 | 20.7829812537 |
| 1999-07-01 | 20.7562734920 |
| 1999-08-01 | 20.7831858675 |
| 1999-09-01 | 20.5753231619 |
| 1999-10-01 | 20.9695676918 |
| 1999-11-01 | 21.0850913467 |
| 1999-12-01 | 21.0639934180 |
| 2000-01-01 | 21.2045340370 |
| 2000-02-01 | 21.2032200319 |
| 2000-03-01 | 21.2676789130 |
| 2000-04-01 | 21.1704151075 |
| 2000-05-01 | 21.0019632435 |
| 2000-06-01 | 21.1536611272 |
| 2000-07-01 | 20.9694637674 |
| 2000-08-01 | 20.9574951389 |
| 2000-09-01 | 21.0872803238 |
| 2000-10-01 | 21.0141147566 |
| 2000-11-01 | 21.2073579006 |
| 2000-12-01 | 21.5105609976 |
| 2001-01-01 | 21.2227175832 |
| 2001-02-01 | 21.1114648690 |
| 2001-03-01 | 20.9595823420 |
| 2001-04-01 | 21.4321555794 |
| 2001-05-01 | 21.3595457223 |
| 2001-06-01 | 20.9385424205 |
| 2001-07-01 | 20.8555126362 |
| 2001-08-01 | 20.9331329757 |
| 2001-09-01 | 20.6843293634 |
| 2001-10-01 | 20.7484138296 |
| 2001-11-01 | 20.7320848556 |
| 2001-12-01 | 20.8520674418 |
| 2002-01-01 | 21.0440196002 |
| 2002-02-01 | 21.3290552835 |
| 2002-03-01 | 21.5685041138 |
| 2002-04-01 | 21.1986445704 |
| 2002-05-01 | 21.3075875295 |
| 2002-06-01 | 21.3208140764 |
| 2002-07-01 | 21.6384077209 |
| 2002-08-01 | 21.7142943988 |
| 2002-09-01 | 21.7804108606 |
| 2002-10-01 | 21.4733856559 |
| 2002-11-01 | 21.3593495776 |
| 2002-12-01 | 21.2844601834 |
| 2003-01-01 | 22.6691236507 |
| 2003-02-01 | 22.6395722584 |
| 2003-03-01 | 22.6805898910 |
| 2003-04-01 | 22.6820809327 |
| 2003-05-01 | 22.5643841827 |
| 2003-06-01 | 22.5976502270 |
| 2003-07-01 | 22.3049525833 |
| 2003-08-01 | 22.4254659339 |
| 2003-09-01 | 22.2641773658 |
| 2003-10-01 | 22.4867261075 |
| 2003-11-01 | 22.5850533955 |
| 2003-12-01 | 22.5105992342 |
| 2004-01-01 | 22.0906018667 |
| 2004-02-01 | 22.0614754709 |
| 2004-03-01 | 22.0847928208 |
| 2004-04-01 | 22.1707194019 |
| 2004-05-01 | 22.1198392189 |
| 2004-06-01 | 21.9541105619 |
| 2004-07-01 | 22.1915442651 |
| 2004-08-01 | 21.9495739585 |
| 2004-09-01 | 22.0696478252 |
| 2004-10-01 | 22.0035845393 |
| 2004-11-01 | 21.7939905537 |
| 2004-12-01 | 21.8313660312 |
| 2005-01-01 | 21.7888344266 |
| 2005-02-01 | 21.8748651379 |
| 2005-03-01 | 21.7776144283 |
| 2005-04-01 | 21.7704670943 |
| 2005-05-01 | 21.7899328104 |
| 2005-06-01 | 21.8250471043 |
| 2005-07-01 | 21.6823843224 |
| 2005-08-01 | 21.5749659418 |
| 2005-09-01 | 21.5727320697 |
| 2005-10-01 | 21.3210208714 |
| 2005-11-01 | 21.4022915735 |
| 2005-12-01 | 21.3522519040 |
| 2006-01-01 | 21.2685636103 |
| 2006-02-01 | 21.2722073222 |
| 2006-03-01 | 21.2749148849 |
| 2006-04-01 | 21.1763924845 |
| 2006-05-01 | 21.1775223510 |
| 2006-06-01 | 21.0979115249 |
| 2006-07-01 | 20.9816012947 |
| 2006-08-01 | 20.8769090058 |
| 2006-09-01 | 20.8816766103 |
| 2006-10-01 | 20.9437475095 |
| 2006-11-01 | 20.9135359676 |
| 2006-12-01 | 20.8784614213 |
| 2007-01-01 | 21.7396051450 |
| 2007-02-01 | 21.5521811145 |
| 2007-03-01 | 21.5701476902 |
| 2007-04-01 | 21.4875082177 |
| 2007-05-01 | 21.1869159496 |
| 2007-06-01 | 21.3938554140 |
| 2007-07-01 | 21.2645612832 |
| 2007-08-01 | 21.2673127143 |
| 2007-09-01 | 21.1847944654 |
| 2007-10-01 | 21.0540842075 |
| 2007-11-01 | 20.8214568539 |
| 2007-12-01 | 21.0004151787 |
| 2008-01-01 | 21.1194947240 |
| 2008-02-01 | 21.3392891328 |
| 2008-03-01 | 21.2740115131 |
| 2008-04-01 | 20.8963478988 |
| 2008-05-01 | 21.0192778841 |
| 2008-06-01 | 20.7848206862 |
| 2008-07-01 | 20.7370018406 |
| 2008-08-01 | 20.8524599124 |
| 2008-09-01 | 20.6825497526 |
| 2008-10-01 | 20.9559089861 |
| 2008-11-01 | 20.6266008930 |
| 2008-12-01 | 20.5088253720 |
| 2009-01-01 | 20.3157352202 |
| 2009-02-01 | 20.2354679106 |
| 2009-03-01 | 19.9819789247 |
| 2009-04-01 | 19.9050986327 |
| 2009-05-01 | 19.7621920277 |
| 2009-06-01 | 19.6891057101 |
| 2009-07-01 | 19.5872932906 |
| 2009-08-01 | 19.5385272984 |
| 2009-09-01 | 19.4772951743 |
| 2009-10-01 | 19.3480788002 |
| 2009-11-01 | 19.2294193035 |
| 2009-12-01 | 19.2073911617 |
| 2010-01-01 | 19.5243985392 |
| 2010-02-01 | 19.4261852588 |
| 2010-03-01 | 19.2990307391 |
| 2010-04-01 | 19.6276173913 |
| 2010-05-01 | 19.6096139306 |
| 2010-06-01 | 19.6824418671 |
| 2010-07-01 | 19.7372772643 |
| 2010-08-01 | 19.6211614392 |
| 2010-09-01 | 19.6575131380 |
| 2010-10-01 | 19.7466487626 |
| 2010-11-01 | 19.8436446881 |
| 2010-12-01 | 19.8104039545 |
| 2011-01-01 | 19.7392222806 |
| 2011-02-01 | 19.7128430668 |
| 2011-03-01 | 19.8012514626 |
| 2011-04-01 | 19.8493343278 |
| 2011-05-01 | 19.6441644549 |
| 2011-06-01 | 20.1671141224 |
| 2011-07-01 | 20.0045708036 |
| 2011-08-01 | 19.8181320686 |
| 2011-09-01 | 20.0504447197 |
| 2011-10-01 | 20.0510019742 |
| 2011-11-01 | 19.9500485892 |
| 2011-12-01 | 20.1081500621 |
| 2012-01-01 | 19.9453262591 |
| 2012-02-01 | 19.7929999909 |
| 2012-03-01 | 19.9979326318 |
| 2012-04-01 | 19.9720473090 |
| 2012-05-01 | 19.8635032494 |
| 2012-06-01 | 19.9485886918 |
| 2012-07-01 | 20.1030664928 |
| 2012-08-01 | 20.1236350631 |
| 2012-09-01 | 20.0447257271 |
| 2012-10-01 | 20.0503302129 |
| 2012-11-01 | 20.1624253935 |
| 2012-12-01 | 20.1027665454 |
| 2013-01-01 | 20.2444044191 |
| 2013-02-01 | 20.2746552630 |
| 2013-03-01 | 20.1897683459 |
| 2013-04-01 | 20.1834357443 |
| 2013-05-01 | 20.3621581975 |
| 2013-06-01 | 20.4381836982 |
| 2013-07-01 | 20.5211819487 |
| 2013-08-01 | 20.7366164753 |
| 2013-09-01 | 20.7614067557 |
| 2013-10-01 | 20.7449614399 |
| 2013-11-01 | 20.7619553411 |
| 2013-12-01 | 20.7986483771 |
| 2014-01-01 | 20.8244183575 |
| 2014-02-01 | 20.9516784828 |
| 2014-03-01 | 21.0894472382 |
| 2014-04-01 | 21.0918321963 |
| 2014-05-01 | 21.1539930977 |
| 2014-06-01 | 21.2457013850 |
| 2014-07-01 | 21.1501020691 |
| 2014-08-01 | 21.1456194845 |
| 2014-09-01 | 21.2786775139 |
| 2014-10-01 | 21.2244367981 |
| 2014-11-01 | 21.3632061618 |
| 2014-12-01 | 21.2884575695 |
| 2015-01-01 | 21.7997888627 |
| 2015-02-01 | 21.7526239002 |
| 2015-03-01 | 21.6922109409 |
| 2015-04-01 | 21.6861337894 |
| 2015-05-01 | 21.6474569677 |
| 2015-06-01 | 21.6547114744 |
| 2015-07-01 | 21.4751039524 |
| 2015-08-01 | 21.5614680441 |
| 2015-09-01 | 21.5982746864 |
| 2015-10-01 | 21.7085422303 |
| 2015-11-01 | 21.8529636995 |
| 2015-12-01 | 21.6690922081 |
| 2016-01-01 | 21.5620580994 |
| 2016-02-01 | 21.5654635822 |
| 2016-03-01 | 21.5967137509 |
| 2016-04-01 | 21.7872154693 |
| 2016-05-01 | 21.9494596936 |
| 2016-06-01 | 21.9829888457 |
| 2016-07-01 | 22.0887793736 |
| 2016-08-01 | 22.0733583847 |
| 2016-09-01 | 22.1083505910 |
| 2016-10-01 | 22.2899021714 |
| 2016-11-01 | 22.3384241534 |
| 2016-12-01 | 22.2364469785 |
| 2017-01-01 | 22.5220218827 |
| 2017-02-01 | 22.5857895973 |
| 2017-03-01 | 22.6106776220 |
| 2017-04-01 | 22.5973688943 |
| 2017-05-01 | 22.5704981160 |
| 2017-06-01 | 22.5128144662 |
| 2017-07-01 | 22.6840013355 |
| 2017-08-01 | 22.7744332829 |
| 2017-09-01 | 22.7061540885 |
| 2017-10-01 | 22.7881122456 |
| 2017-11-01 | 22.7233947141 |
| 2017-12-01 | 22.8168530120 |
| 2018-01-01 | 22.4775761106 |
| 2018-02-01 | 22.6863779773 |
| 2018-03-01 | 22.8141398525 |
| 2018-04-01 | 22.9257571742 |
| 2018-05-01 | 22.9033390096 |
| 2018-06-01 | 23.0507319097 |
| 2018-07-01 | 22.8589434825 |
| 2018-08-01 | 22.9610400269 |
| 2018-09-01 | 23.0025109777 |
| 2018-10-01 | 22.9028693960 |
| 2018-11-01 | 23.1199696131 |
| 2018-12-01 | 22.9021384826 |
| 2019-01-01 | 22.8521106656 |
| 2019-02-01 | 22.6730641311 |
| 2019-03-01 | 22.8095825775 |
| 2019-04-01 | 22.7401904502 |
| 2019-05-01 | 22.8330720785 |
| 2019-06-01 | 22.6654486304 |
| 2019-07-01 | 22.7365873072 |
| 2019-08-01 | 22.6552059422 |
| 2019-09-01 | 22.6982645025 |
| 2019-10-01 | 22.7337687018 |
| 2019-11-01 | 22.8325443042 |
| 2019-12-01 | 22.8059670991 |
| 2020-01-01 | 22.9403338623 |
| 2020-02-01 | 22.9461340986 |
| 2020-03-01 | 22.7903123151 |
| 2020-04-01 | 18.5388212850 |
| 2020-05-01 | 19.3368406335 |
| 2020-06-01 | 20.5706505547 |
| 2020-07-01 | 21.1169219218 |
| 2020-08-01 | 21.3652842825 |
| 2020-09-01 | 21.6195720673 |
| 2020-10-01 | 21.9504223454 |
| 2020-11-01 | 21.7438795177 |
| 2020-12-01 | 21.8251608434 |
| 2021-01-01 | 21.8471139485 |
| 2021-02-01 | 21.9127884554 |
| 2021-03-01 | 22.1796768450 |
| 2021-04-01 | 21.9199337347 |
| 2021-05-01 | 22.0208531974 |
| 2021-06-01 | 22.1540584513 |
| 2021-07-01 | 22.4136592618 |
| 2021-08-01 | 22.3848474037 |
| 2021-09-01 | 22.3495859358 |
| 2021-10-01 | 22.3452459337 |
| 2021-11-01 | 22.5573862832 |
| 2021-12-01 | 22.7520383937 |
| 2022-01-01 | 22.7644618443 |
| 2022-02-01 | 22.8959993688 |
| 2022-03-01 | 22.8656534435 |
| 2022-04-01 | 22.8994694894 |
| 2022-05-01 | 22.6930677497 |
| 2022-06-01 | 22.2405698722 |
| 2022-07-01 | 22.4080015215 |
| 2022-08-01 | 22.2927639933 |
| 2022-09-01 | 22.4834598991 |
| 2022-10-01 | 22.0296375462 |
| 2022-11-01 | 21.9719435606 |
| 2022-12-01 | 21.9727226832 |
| 2023-01-01 | 22.0872892612 |
| 2023-02-01 | 22.0927018940 |
| 2023-03-01 | 22.1703358697 |
| 2023-04-01 | 22.2755060440 |
| 2023-05-01 | 22.3620096424 |
| 2023-06-01 | 22.3240204864 |
| 2023-07-01 | 22.2194447780 |
| 2023-08-01 | 22.1839316618 |
| 2023-09-01 | 22.1002155152 |
| 2023-10-01 | 22.4102461439 |
| 2023-11-01 | 22.3856840071 |
| 2023-12-01 | 22.1844351450 |
| 2024-01-01 | 22.2009928476 |
| 2024-02-01 | 22.3122254044 |
| 2024-03-01 | 22.2834427581 |
| 2024-04-01 | 22.2659972025 |
| 2024-05-01 | 22.3317283584 |
| 2024-06-01 | 22.4209195575 |
| 2024-07-01 | 22.3247012258 |
| 2024-08-01 | 22.2652395439 |
| 2024-09-01 | 22.4035540603 |
| 2024-10-01 | 22.6901486880 |
| 2024-11-01 | 22.5884490727 |
| 2024-12-01 | 22.6943653498 |
| 2025-01-01 | 22.6079250725 |
| 2025-02-01 | 22.5253232617 |
| 2025-03-01 | 22.6078530352 |
| 2025-04-01 | 22.5709663481 |
| 2025-05-01 | 22.5190764150 |
| 2025-06-01 | 22.5231769287 |
| 2025-07-01 | 22.6302307607 |
| 2025-08-01 | 22.6391382733 |
| 2025-09-01 | 22.5920315476 |
| 2025-10-01 | 22.3743763672 |
| 2025-11-01 | 22.2894383540 |
| 2025-12-01 | 22.2933406535 |
| 2026-01-01 | 22.5098572144 |
| 2026-02-01 | 22.2435658910 |
| 2026-03-01 | 22.1232656591 |
| 2026-04-01 | 22.1853347647 |
| 2026-05-01 | 22.2231351085 |
| 2026-06-01 | 22.1341768801 |
| 2026-07-01 | 22.1212405913 |
| 2026-08-01 | 22.2114104139 |
| 2026-09-01 | 22.0754078065 |