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 2026-07-01 |
| Last Updated | 2026-08-21 7:40 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 | 17.6314128805395 |
| 1990-02-01 | 17.6500062937666 |
| 1990-03-01 | 17.7687650908779 |
| 1990-04-01 | 17.3131620539792 |
| 1990-05-01 | 17.4795024025548 |
| 1990-06-01 | 17.1528445644201 |
| 1990-07-01 | 17.1489591154487 |
| 1990-08-01 | 17.0196623214073 |
| 1990-09-01 | 17.0637374419110 |
| 1990-10-01 | 16.8976707358568 |
| 1990-11-01 | 16.8875663429013 |
| 1990-12-01 | 16.8637216423030 |
| 1991-01-01 | 17.2391365361151 |
| 1991-02-01 | 17.1609653090922 |
| 1991-03-01 | 17.2818172043651 |
| 1991-04-01 | 17.2217738767203 |
| 1991-05-01 | 17.0920857120772 |
| 1991-06-01 | 17.2525908340182 |
| 1991-07-01 | 17.1280722226665 |
| 1991-08-01 | 17.2205867009526 |
| 1991-09-01 | 17.1564134996087 |
| 1991-10-01 | 17.1776293178512 |
| 1991-11-01 | 17.1690289005530 |
| 1991-12-01 | 17.3565522718698 |
| 1992-01-01 | 17.3477258859202 |
| 1992-02-01 | 17.3801896821050 |
| 1992-03-01 | 17.4036436887125 |
| 1992-04-01 | 17.7328772389984 |
| 1992-05-01 | 17.8251061925040 |
| 1992-06-01 | 18.0542390191224 |
| 1992-07-01 | 17.6027848063340 |
| 1992-08-01 | 17.7248151442061 |
| 1992-09-01 | 17.7544732636586 |
| 1992-10-01 | 17.8373782931719 |
| 1992-11-01 | 17.9230185245068 |
| 1992-12-01 | 17.8359339313090 |
| 1993-01-01 | 17.7662672426789 |
| 1993-02-01 | 17.9025849517434 |
| 1993-03-01 | 17.8414768464317 |
| 1993-04-01 | 17.7554258159674 |
| 1993-05-01 | 17.4615628565158 |
| 1993-06-01 | 17.8637143632505 |
| 1993-07-01 | 18.3666363025701 |
| 1993-08-01 | 18.2289791370849 |
| 1993-09-01 | 18.4593357083973 |
| 1993-10-01 | 18.1894517373321 |
| 1993-11-01 | 18.1621198446511 |
| 1993-12-01 | 18.2189047385426 |
| 1994-01-01 | 18.1941409644376 |
| 1994-02-01 | 18.1118863914392 |
| 1994-03-01 | 18.2697836117494 |
| 1994-04-01 | 18.4894181754064 |
| 1994-05-01 | 18.6042542935394 |
| 1994-06-01 | 18.7878546245747 |
| 1994-07-01 | 18.8362611197245 |
| 1994-08-01 | 18.5138428115518 |
| 1994-09-01 | 18.7556422927049 |
| 1994-10-01 | 18.7421631092128 |
| 1994-11-01 | 18.7095194290081 |
| 1994-12-01 | 18.6968575746239 |
| 1995-01-01 | 18.9411687164234 |
| 1995-02-01 | 18.9215617492803 |
| 1995-03-01 | 19.0013017501123 |
| 1995-04-01 | 18.9167304768706 |
| 1995-05-01 | 18.8234260002403 |
| 1995-06-01 | 18.8948508800205 |
| 1995-07-01 | 18.9064901252264 |
| 1995-08-01 | 18.9105876469030 |
| 1995-09-01 | 19.0524771625240 |
| 1995-10-01 | 19.2055465164548 |
| 1995-11-01 | 19.3766486016439 |
| 1995-12-01 | 19.3877404894433 |
| 1996-01-01 | 19.6001519917768 |
| 1996-02-01 | 19.4336775105695 |
| 1996-03-01 | 19.3065325807481 |
| 1996-04-01 | 19.1223052905719 |
| 1996-05-01 | 19.1160498027508 |
| 1996-06-01 | 19.2877426253837 |
| 1996-07-01 | 19.5051639340706 |
| 1996-08-01 | 19.6077837352094 |
| 1996-09-01 | 19.4532912352980 |
| 1996-10-01 | 19.5865790780659 |
| 1996-11-01 | 19.6583430476165 |
| 1996-12-01 | 19.8818369135689 |
| 1997-01-01 | 19.6675197927819 |
| 1997-02-01 | 19.6513889416216 |
| 1997-03-01 | 19.6075211689201 |
| 1997-04-01 | 19.6022743155772 |
| 1997-05-01 | 19.5817188530982 |
| 1997-06-01 | 19.3545274302544 |
| 1997-07-01 | 19.4189054256246 |
| 1997-08-01 | 19.5121003224141 |
| 1997-09-01 | 19.4637400260513 |
| 1997-10-01 | 19.2927723815162 |
| 1997-11-01 | 19.1462388333929 |
| 1997-12-01 | 19.4905490278858 |
| 1998-01-01 | 19.1304397591306 |
| 1998-02-01 | 19.2745447156946 |
| 1998-03-01 | 19.0968225086355 |
| 1998-04-01 | 19.3632868676563 |
| 1998-05-01 | 19.4208618686257 |
| 1998-06-01 | 19.6215317230419 |
| 1998-07-01 | 19.6473101011763 |
| 1998-08-01 | 19.4983381324381 |
| 1998-09-01 | 19.6733015617522 |
| 1998-10-01 | 19.8240725855300 |
| 1998-11-01 | 19.7577692689264 |
| 1998-12-01 | 19.8176862955861 |
| 1999-01-01 | 19.5750265267262 |
| 1999-02-01 | 19.5877753585593 |
| 1999-03-01 | 19.7861652498979 |
| 1999-04-01 | 20.7198043985806 |
| 1999-05-01 | 20.8638012041051 |
| 1999-06-01 | 20.7829338059647 |
| 1999-07-01 | 20.7562399223455 |
| 1999-08-01 | 20.7831840996211 |
| 1999-09-01 | 20.5753210871702 |
| 1999-10-01 | 20.9695798209397 |
| 1999-11-01 | 21.0851162542168 |
| 1999-12-01 | 21.0640434432139 |
| 2000-01-01 | 21.2045340655303 |
| 2000-02-01 | 21.2032401538488 |
| 2000-03-01 | 21.2678289216195 |
| 2000-04-01 | 21.1703175916442 |
| 2000-05-01 | 21.0018696818408 |
| 2000-06-01 | 21.1536135485127 |
| 2000-07-01 | 20.9694345162591 |
| 2000-08-01 | 20.9574961701256 |
| 2000-09-01 | 21.0872909978924 |
| 2000-10-01 | 21.0141425637785 |
| 2000-11-01 | 21.2074006518798 |
| 2000-12-01 | 21.5106340623078 |
| 2001-01-01 | 21.2226766765790 |
| 2001-02-01 | 21.1114601104795 |
| 2001-03-01 | 20.9596926970192 |
| 2001-04-01 | 21.4320725599607 |
| 2001-05-01 | 21.3594641078140 |
| 2001-06-01 | 20.9385043209257 |
| 2001-07-01 | 20.8554893123285 |
| 2001-08-01 | 20.9331383314468 |
| 2001-09-01 | 20.6843514056540 |
| 2001-10-01 | 20.7484538458853 |
| 2001-11-01 | 20.7321422756502 |
| 2001-12-01 | 20.8521589262862 |
| 2002-01-01 | 21.0439372124182 |
| 2002-02-01 | 21.3290240915859 |
| 2002-03-01 | 21.5685695293706 |
| 2002-04-01 | 21.1985812250658 |
| 2002-05-01 | 21.3075237251462 |
| 2002-06-01 | 21.3207921797814 |
| 2002-07-01 | 21.6383943161423 |
| 2002-08-01 | 21.7143041755997 |
| 2002-09-01 | 21.7804395405315 |
| 2002-10-01 | 21.4734352671984 |
| 2002-11-01 | 21.3594075476156 |
| 2002-12-01 | 21.2845436322975 |
| 2003-01-01 | 22.6690202358257 |
| 2003-02-01 | 22.6395271621600 |
| 2003-03-01 | 22.6806184096792 |
| 2003-04-01 | 22.6820432543606 |
| 2003-05-01 | 22.5643462426046 |
| 2003-06-01 | 22.5976412524932 |
| 2003-07-01 | 22.3049438274983 |
| 2003-08-01 | 22.4254778417771 |
| 2003-09-01 | 22.2642027951475 |
| 2003-10-01 | 22.4867736533012 |
| 2003-11-01 | 22.5851002715291 |
| 2003-12-01 | 22.5106643921735 |
| 2004-01-01 | 22.0905046677821 |
| 2004-02-01 | 22.0614342519324 |
| 2004-03-01 | 22.0848013244619 |
| 2004-04-01 | 22.1706963198334 |
| 2004-05-01 | 22.1198215574557 |
| 2004-06-01 | 21.9541111137740 |
| 2004-07-01 | 22.1915410465754 |
| 2004-08-01 | 21.9495849202514 |
| 2004-09-01 | 22.0696648378412 |
| 2004-10-01 | 22.0036233823497 |
| 2004-11-01 | 21.7940148489282 |
| 2004-12-01 | 21.8313961416773 |
| 2005-01-01 | 21.7887685785233 |
| 2005-02-01 | 21.8748450268128 |
| 2005-03-01 | 21.7776116012825 |
| 2005-04-01 | 21.7704581181686 |
| 2005-05-01 | 21.7899340639020 |
| 2005-06-01 | 21.8250516725506 |
| 2005-07-01 | 21.6823814086081 |
| 2005-08-01 | 21.5749722911632 |
| 2005-09-01 | 21.5727381592944 |
| 2005-10-01 | 21.3210431088046 |
| 2005-11-01 | 21.4022916492105 |
| 2005-12-01 | 21.3522504582270 |
| 2006-01-01 | 21.2685409807975 |
| 2006-02-01 | 21.2722075707682 |
| 2006-03-01 | 21.2749173373080 |
| 2006-04-01 | 21.1763898283095 |
| 2006-05-01 | 21.1775297759193 |
| 2006-06-01 | 21.0979164436378 |
| 2006-07-01 | 20.9815994033053 |
| 2006-08-01 | 20.8769097324868 |
| 2006-09-01 | 20.8816728387085 |
| 2006-10-01 | 20.9437565315757 |
| 2006-11-01 | 20.9135172847866 |
| 2006-12-01 | 20.8784359117335 |
| 2007-01-01 | 21.7396202258193 |
| 2007-02-01 | 21.5521963343259 |
| 2007-03-01 | 21.5701611341597 |
| 2007-04-01 | 21.4875058740391 |
| 2007-05-01 | 21.1869241074141 |
| 2007-06-01 | 21.3938567747477 |
| 2007-07-01 | 21.2645584809941 |
| 2007-08-01 | 21.2673087892634 |
| 2007-09-01 | 21.1847858263172 |
| 2007-10-01 | 21.0540826187235 |
| 2007-11-01 | 20.8214341861110 |
| 2007-12-01 | 21.0003869281447 |
| 2008-01-01 | 21.1195274246233 |
| 2008-02-01 | 21.3393061647105 |
| 2008-03-01 | 21.2740289085289 |
| 2008-04-01 | 20.8963449020372 |
| 2008-05-01 | 21.0192841244674 |
| 2008-06-01 | 20.7848185987276 |
| 2008-07-01 | 20.7369991610317 |
| 2008-08-01 | 20.8524537211465 |
| 2008-09-01 | 20.6825407784076 |
| 2008-10-01 | 20.9559033607190 |
| 2008-11-01 | 20.6265833942667 |
| 2008-12-01 | 20.5088056146267 |
| 2009-01-01 | 20.3157650569662 |
| 2009-02-01 | 20.2354807461741 |
| 2009-03-01 | 19.9819973685000 |
| 2009-04-01 | 19.9050934849932 |
| 2009-05-01 | 19.7621958495002 |
| 2009-06-01 | 19.6891020681611 |
| 2009-07-01 | 19.5872901889395 |
| 2009-08-01 | 19.5385219416161 |
| 2009-09-01 | 19.4772891816125 |
| 2009-10-01 | 19.3480720944352 |
| 2009-11-01 | 19.2294094541895 |
| 2009-12-01 | 19.2073805901203 |
| 2010-01-01 | 19.5244202924653 |
| 2010-02-01 | 19.4261924284040 |
| 2010-03-01 | 19.2990454867907 |
| 2010-04-01 | 19.6276126330728 |
| 2010-05-01 | 19.6096149353316 |
| 2010-06-01 | 19.6824380471367 |
| 2010-07-01 | 19.7372742462801 |
| 2010-08-01 | 19.6211569000504 |
| 2010-09-01 | 19.6575093904009 |
| 2010-10-01 | 19.7466454612723 |
| 2010-11-01 | 19.8436408807786 |
| 2010-12-01 | 19.8104010153093 |
| 2011-01-01 | 19.7392348210909 |
| 2011-02-01 | 19.7128440078718 |
| 2011-03-01 | 19.8012624918979 |
| 2011-04-01 | 19.8493305340141 |
| 2011-05-01 | 19.6441636500349 |
| 2011-06-01 | 20.1671114602440 |
| 2011-07-01 | 20.0045690221648 |
| 2011-08-01 | 19.8181292150920 |
| 2011-09-01 | 20.0504429983068 |
| 2011-10-01 | 20.0510005572223 |
| 2011-11-01 | 19.9500469994280 |
| 2011-12-01 | 20.1081475238510 |
| 2012-01-01 | 19.9453341508195 |
| 2012-02-01 | 19.7930003751142 |
| 2012-03-01 | 19.9979392389962 |
| 2012-04-01 | 19.9720460309709 |
| 2012-05-01 | 19.8635017921404 |
| 2012-06-01 | 19.9485870681880 |
| 2012-07-01 | 20.1030649806819 |
| 2012-08-01 | 20.1236332903719 |
| 2012-09-01 | 20.0447253073708 |
| 2012-10-01 | 20.0503299957181 |
| 2012-11-01 | 20.1624235938321 |
| 2012-12-01 | 20.1027645886209 |
| 2013-01-01 | 20.2444085413854 |
| 2013-02-01 | 20.2746566525282 |
| 2013-03-01 | 20.1897717960512 |
| 2013-04-01 | 20.1834354662443 |
| 2013-05-01 | 20.3621578578836 |
| 2013-06-01 | 20.4381832577961 |
| 2013-07-01 | 20.5211808404417 |
| 2013-08-01 | 20.7366152629503 |
| 2013-09-01 | 20.7614061510438 |
| 2013-10-01 | 20.7449611847412 |
| 2013-11-01 | 20.7619526512719 |
| 2013-12-01 | 20.7986455683373 |
| 2014-01-01 | 20.8244202836957 |
| 2014-02-01 | 20.9516825280720 |
| 2014-03-01 | 21.0894495408370 |
| 2014-04-01 | 21.0918343460040 |
| 2014-05-01 | 21.1539946229702 |
| 2014-06-01 | 21.2457021533892 |
| 2014-07-01 | 21.1501006870817 |
| 2014-08-01 | 21.1456172590005 |
| 2014-09-01 | 21.2786740698246 |
| 2014-10-01 | 21.2244327941390 |
| 2014-11-01 | 21.3631985875129 |
| 2014-12-01 | 21.2884552177699 |
| 2015-01-01 | 21.7997932590826 |
| 2015-02-01 | 21.7526309465885 |
| 2015-03-01 | 21.6922182769023 |
| 2015-04-01 | 21.6861407158589 |
| 2015-05-01 | 21.6474616971170 |
| 2015-06-01 | 21.6547132750270 |
| 2015-07-01 | 21.4751016718968 |
| 2015-08-01 | 21.5614622508594 |
| 2015-09-01 | 21.5982659961256 |
| 2015-10-01 | 21.7085331835560 |
| 2015-11-01 | 21.8529416542735 |
| 2015-12-01 | 21.6690809938111 |
| 2016-01-01 | 21.5620505743095 |
| 2016-02-01 | 21.5655252008903 |
| 2016-03-01 | 21.5967134677570 |
| 2016-04-01 | 21.7872223946981 |
| 2016-05-01 | 21.9494704593261 |
| 2016-06-01 | 21.9829975045642 |
| 2016-07-01 | 22.0887792249920 |
| 2016-08-01 | 22.0733474383775 |
| 2016-09-01 | 22.1083332479655 |
| 2016-10-01 | 22.2898829566071 |
| 2016-11-01 | 22.3383815838810 |
| 2016-12-01 | 22.2364208745607 |
| 2017-01-01 | 22.5219918341544 |
| 2017-02-01 | 22.5858944485305 |
| 2017-03-01 | 22.6106599478523 |
| 2017-04-01 | 22.5973974574817 |
| 2017-05-01 | 22.5705625520275 |
| 2017-06-01 | 22.5128791745946 |
| 2017-07-01 | 22.6839690208896 |
| 2017-08-01 | 22.7743910177776 |
| 2017-09-01 | 22.7061128143745 |
| 2017-10-01 | 22.7880356565043 |
| 2017-11-01 | 22.7233319473339 |
| 2017-12-01 | 22.8168290918351 |
| 2018-01-01 | 22.4775749897390 |
| 2018-02-01 | 22.6866095247454 |
| 2018-03-01 | 22.8137927173640 |
| 2018-04-01 | 22.9259326268474 |
| 2018-05-01 | 22.9035698490336 |
| 2018-06-01 | 23.0509236216410 |
| 2018-07-01 | 22.8589147977709 |
| 2018-08-01 | 22.9609920878106 |
| 2018-09-01 | 23.0024711066755 |
| 2018-10-01 | 22.9023073306770 |
| 2018-11-01 | 23.1199483073080 |
| 2018-12-01 | 22.9021811937476 |
| 2019-01-01 | 22.8521951569160 |
| 2019-02-01 | 22.6733898526387 |
| 2019-03-01 | 22.8089474815174 |
| 2019-04-01 | 22.7405694709675 |
| 2019-05-01 | 22.8335409907745 |
| 2019-06-01 | 22.6658018503136 |
| 2019-07-01 | 22.7366171880470 |
| 2019-08-01 | 22.6551705396264 |
| 2019-09-01 | 22.6980199503183 |
| 2019-10-01 | 22.7327156588974 |
| 2019-11-01 | 22.8325773589359 |
| 2019-12-01 | 22.8060920593517 |
| 2020-01-01 | 22.9404951167530 |
| 2020-02-01 | 22.9464353670603 |
| 2020-03-01 | 22.7892311570502 |
| 2020-04-01 | 18.5392846540570 |
| 2020-05-01 | 19.3375499249424 |
| 2020-06-01 | 20.5714618574636 |
| 2020-07-01 | 21.1177034577643 |
| 2020-08-01 | 21.3661495376951 |
| 2020-09-01 | 21.6168261153741 |
| 2020-10-01 | 21.9496143507698 |
| 2020-11-01 | 21.7443683834009 |
| 2020-12-01 | 21.8254515929178 |
| 2021-01-01 | 21.8472235939194 |
| 2021-02-01 | 21.9126392585230 |
| 2021-03-01 | 22.1780029564601 |
| 2021-04-01 | 21.9199519008519 |
| 2021-05-01 | 22.0214722385849 |
| 2021-06-01 | 22.1551748642163 |
| 2021-07-01 | 22.4151771677966 |
| 2021-08-01 | 22.3902080063450 |
| 2021-09-01 | 22.3443179540816 |
| 2021-10-01 | 22.3432966167035 |
| 2021-11-01 | 22.5581003618553 |
| 2021-12-01 | 22.7522195875781 |
| 2022-01-01 | 22.7642917917230 |
| 2022-02-01 | 22.8950336852768 |
| 2022-03-01 | 22.8628878518089 |
| 2022-04-01 | 22.8985144828071 |
| 2022-05-01 | 22.6928467715503 |
| 2022-06-01 | 22.2409385188902 |
| 2022-07-01 | 22.4088398810076 |
| 2022-08-01 | 22.3128797570074 |
| 2022-09-01 | 22.4740464416490 |
| 2022-10-01 | 22.0249147130066 |
| 2022-11-01 | 21.9715257510107 |
| 2022-12-01 | 21.9717607539009 |
| 2023-01-01 | 22.0861612318079 |
| 2023-02-01 | 22.0901692989908 |
| 2023-03-01 | 22.1662363735823 |
| 2023-04-01 | 22.2729755038537 |
| 2023-05-01 | 22.3604175433641 |
| 2023-06-01 | 22.3233426931184 |
| 2023-07-01 | 22.2198091393856 |
| 2023-08-01 | 22.2284053633401 |
| 2023-09-01 | 22.0842231707207 |
| 2023-10-01 | 22.4007957398052 |
| 2023-11-01 | 22.3824599022756 |
| 2023-12-01 | 22.1812263867699 |
| 2024-01-01 | 22.1981741785737 |
| 2024-02-01 | 22.3077060592873 |
| 2024-03-01 | 22.2774494176469 |
| 2024-04-01 | 22.2612064467007 |
| 2024-05-01 | 22.3281830253775 |
| 2024-06-01 | 22.4187077183512 |
| 2024-07-01 | 22.3238715460570 |
| 2024-08-01 | 22.3390966690932 |
| 2024-09-01 | 22.3848117162817 |
| 2024-10-01 | 22.6757938975863 |
| 2024-11-01 | 22.5811327702485 |
| 2024-12-01 | 22.6877538630635 |
| 2025-01-01 | 22.6023691012324 |
| 2025-02-01 | 22.5180161570537 |
| 2025-03-01 | 22.5995253734224 |
| 2025-04-01 | 22.5636645575485 |
| 2025-05-01 | 22.5134843674574 |
| 2025-06-01 | 22.5194844257765 |
| 2025-07-01 | 22.6283691552861 |
| 2025-08-01 | 22.7401858858161 |
| 2025-09-01 | 22.5749510917455 |
| 2025-10-01 | 22.3544581463856 |
| 2025-11-01 | 22.2779087057413 |
| 2025-12-01 | 22.2832444143062 |
| 2026-01-01 | 22.5014275636799 |
| 2026-02-01 | 22.2335148540458 |
| 2026-03-01 | 22.1120095089338 |
| 2026-04-01 | 22.1750565169751 |
| 2026-05-01 | 22.2147344316567 |
| 2026-06-01 | 22.1276524587112 |
| 2026-07-01 | 22.1161407872343 |