Table Data - All Employees: Leisure and Hospitality in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Leisure and Hospitality in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | KALA026LEIH |
| 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 | 8.86509549747233 |
| 1990-02-01 | 8.95261128358763 |
| 1990-03-01 | 8.60753843590972 |
| 1990-04-01 | 9.20353222036249 |
| 1990-05-01 | 9.37330242434493 |
| 1990-06-01 | 9.43441492496928 |
| 1990-07-01 | 9.39932359595688 |
| 1990-08-01 | 9.37049792748874 |
| 1990-09-01 | 9.27044135902911 |
| 1990-10-01 | 9.12926556261568 |
| 1990-11-01 | 9.17583054509548 |
| 1990-12-01 | 9.11652761725062 |
| 1991-01-01 | 8.97528391962297 |
| 1991-02-01 | 8.94628675586840 |
| 1991-03-01 | 9.01875621297557 |
| 1991-04-01 | 8.99373236470293 |
| 1991-05-01 | 9.07068795324491 |
| 1991-06-01 | 9.13187498408911 |
| 1991-07-01 | 9.09698560088079 |
| 1991-08-01 | 9.15550200329563 |
| 1991-09-01 | 9.26825831822527 |
| 1991-10-01 | 9.43254643281053 |
| 1991-11-01 | 9.49207011347045 |
| 1991-12-01 | 9.51746184375225 |
| 1992-01-01 | 9.60109604464284 |
| 1992-02-01 | 9.44134746511518 |
| 1992-03-01 | 9.42666849461273 |
| 1992-04-01 | 9.27606245405500 |
| 1992-05-01 | 9.16660958066460 |
| 1992-06-01 | 9.12296087296328 |
| 1992-07-01 | 9.18655403767714 |
| 1992-08-01 | 9.03315784330724 |
| 1992-09-01 | 8.86690528416590 |
| 1992-10-01 | 9.43677838601658 |
| 1992-11-01 | 9.22711209719391 |
| 1992-12-01 | 9.21215121539079 |
| 1993-01-01 | 9.43184153693796 |
| 1993-02-01 | 9.54317840915185 |
| 1993-03-01 | 9.54113349000380 |
| 1993-04-01 | 9.75873042578874 |
| 1993-05-01 | 9.55276905340574 |
| 1993-06-01 | 9.50059784134579 |
| 1993-07-01 | 9.57162335517517 |
| 1993-08-01 | 9.71482673250403 |
| 1993-09-01 | 9.67327842654879 |
| 1993-10-01 | 9.64114438092717 |
| 1993-11-01 | 9.55843979201078 |
| 1993-12-01 | 9.49077589755085 |
| 1994-01-01 | 9.57965022057749 |
| 1994-02-01 | 9.65651047788852 |
| 1994-03-01 | 9.56132415188800 |
| 1994-04-01 | 9.73757731218541 |
| 1994-05-01 | 9.72546541263628 |
| 1994-06-01 | 9.77261222189863 |
| 1994-07-01 | 9.76337521235863 |
| 1994-08-01 | 9.79313332671886 |
| 1994-09-01 | 9.99085992093617 |
| 1994-10-01 | 9.74029561572787 |
| 1994-11-01 | 9.78711529346568 |
| 1994-12-01 | 9.86754468154762 |
| 1995-01-01 | 9.82377412926896 |
| 1995-02-01 | 9.97205926459892 |
| 1995-03-01 | 10.18717086094310 |
| 1995-04-01 | 10.21272230316690 |
| 1995-05-01 | 10.29945071027450 |
| 1995-06-01 | 10.44406724969410 |
| 1995-07-01 | 10.65835039023730 |
| 1995-08-01 | 10.57776674044580 |
| 1995-09-01 | 10.62594641292810 |
| 1995-10-01 | 10.52465440659770 |
| 1995-11-01 | 10.59191724309510 |
| 1995-12-01 | 10.84165352581410 |
| 1996-01-01 | 10.86870895909200 |
| 1996-02-01 | 10.80101088851690 |
| 1996-03-01 | 10.81477026312950 |
| 1996-04-01 | 10.68716093482020 |
| 1996-05-01 | 10.87856501677220 |
| 1996-06-01 | 10.91204089136480 |
| 1996-07-01 | 10.85685278013950 |
| 1996-08-01 | 10.86602628646640 |
| 1996-09-01 | 10.77206163836670 |
| 1996-10-01 | 11.09345054439250 |
| 1996-11-01 | 11.18862898688420 |
| 1996-12-01 | 11.22055204010700 |
| 1997-01-01 | 10.99140650957560 |
| 1997-02-01 | 11.02719199164490 |
| 1997-03-01 | 11.05317463776640 |
| 1997-04-01 | 11.18573158460920 |
| 1997-05-01 | 11.26440164258190 |
| 1997-06-01 | 11.18084967289170 |
| 1997-07-01 | 11.14614713706480 |
| 1997-08-01 | 11.15591469606370 |
| 1997-09-01 | 11.11061866539730 |
| 1997-10-01 | 11.04974474792140 |
| 1997-11-01 | 11.06550109391020 |
| 1997-12-01 | 11.02067774199100 |
| 1998-01-01 | 11.42185537028060 |
| 1998-02-01 | 11.25047325009090 |
| 1998-03-01 | 11.19309779271010 |
| 1998-04-01 | 11.09905110495040 |
| 1998-05-01 | 10.75494075942990 |
| 1998-06-01 | 10.65142655619360 |
| 1998-07-01 | 10.73353279902770 |
| 1998-08-01 | 10.72583817042120 |
| 1998-09-01 | 10.63153665313920 |
| 1998-10-01 | 10.81158603612620 |
| 1998-11-01 | 10.74018927880880 |
| 1998-12-01 | 10.73722831233530 |
| 1999-01-01 | 10.85442952226660 |
| 1999-02-01 | 10.76742929828140 |
| 1999-03-01 | 10.83136181694810 |
| 1999-04-01 | 11.02885086922890 |
| 1999-05-01 | 10.94681889212990 |
| 1999-06-01 | 11.13100888438900 |
| 1999-07-01 | 10.91670768809350 |
| 1999-08-01 | 10.88582519277330 |
| 1999-09-01 | 10.72255964368480 |
| 1999-10-01 | 10.97812754196220 |
| 1999-11-01 | 10.91910532514050 |
| 1999-12-01 | 11.06498708918090 |
| 2000-01-01 | 10.99344914031060 |
| 2000-02-01 | 10.99613041099800 |
| 2000-03-01 | 10.95544760405840 |
| 2000-04-01 | 11.06364328589650 |
| 2000-05-01 | 11.53374221564950 |
| 2000-06-01 | 11.50632840420970 |
| 2000-07-01 | 11.60655164186240 |
| 2000-08-01 | 11.54812234944540 |
| 2000-09-01 | 11.88629680850420 |
| 2000-10-01 | 11.47502749266400 |
| 2000-11-01 | 11.51316728841060 |
| 2000-12-01 | 11.38811212253610 |
| 2001-01-01 | 11.41508431505160 |
| 2001-02-01 | 11.72016805376870 |
| 2001-03-01 | 11.56280338992400 |
| 2001-04-01 | 11.40002116868000 |
| 2001-05-01 | 11.31279175034370 |
| 2001-06-01 | 11.39244047373230 |
| 2001-07-01 | 11.40605856448760 |
| 2001-08-01 | 11.63735960279340 |
| 2001-09-01 | 11.43654968710940 |
| 2001-10-01 | 11.58193232179830 |
| 2001-11-01 | 11.71927553472280 |
| 2001-12-01 | 11.70482980911600 |
| 2002-01-01 | 11.52435073071730 |
| 2002-02-01 | 11.53927465679670 |
| 2002-03-01 | 11.55174529562480 |
| 2002-04-01 | 11.61313476058760 |
| 2002-05-01 | 11.68615202224510 |
| 2002-06-01 | 11.57697023753210 |
| 2002-07-01 | 11.63314384684220 |
| 2002-08-01 | 11.65247548244460 |
| 2002-09-01 | 11.79900099306970 |
| 2002-10-01 | 11.61311079600980 |
| 2002-11-01 | 11.42847006413110 |
| 2002-12-01 | 11.40211531178220 |
| 2003-01-01 | 11.70966163525860 |
| 2003-02-01 | 11.43684120217270 |
| 2003-03-01 | 11.22943943862750 |
| 2003-04-01 | 11.60791970439410 |
| 2003-05-01 | 11.76972584756240 |
| 2003-06-01 | 11.88038344210680 |
| 2003-07-01 | 11.96401795920360 |
| 2003-08-01 | 12.08513034287580 |
| 2003-09-01 | 12.18213124211950 |
| 2003-10-01 | 11.93568428524080 |
| 2003-11-01 | 12.04909351963240 |
| 2003-12-01 | 11.88813956496390 |
| 2004-01-01 | 13.07456957468070 |
| 2004-02-01 | 13.02459413570930 |
| 2004-03-01 | 13.01813175660440 |
| 2004-04-01 | 12.90122930992040 |
| 2004-05-01 | 12.65176099868470 |
| 2004-06-01 | 12.56613316410260 |
| 2004-07-01 | 12.60226308539720 |
| 2004-08-01 | 12.42355195350380 |
| 2004-09-01 | 12.58039118935940 |
| 2004-10-01 | 12.77677549073280 |
| 2004-11-01 | 12.66540667898170 |
| 2004-12-01 | 12.85937179433780 |
| 2005-01-01 | 12.82171552197780 |
| 2005-02-01 | 12.80326603564540 |
| 2005-03-01 | 12.91309405414060 |
| 2005-04-01 | 13.21075184706520 |
| 2005-05-01 | 13.14524241717590 |
| 2005-06-01 | 13.16435687480010 |
| 2005-07-01 | 12.91572845720630 |
| 2005-08-01 | 12.94635173528990 |
| 2005-09-01 | 12.69673918409560 |
| 2005-10-01 | 13.00699399774050 |
| 2005-11-01 | 13.18091071775080 |
| 2005-12-01 | 13.22922233561350 |
| 2006-01-01 | 13.17237825532260 |
| 2006-02-01 | 13.27758171658440 |
| 2006-03-01 | 13.41881616166760 |
| 2006-04-01 | 13.14400282760590 |
| 2006-05-01 | 13.03937811985580 |
| 2006-06-01 | 13.05800653364120 |
| 2006-07-01 | 13.21677934529690 |
| 2006-08-01 | 13.24578891729470 |
| 2006-09-01 | 13.22377558292430 |
| 2006-10-01 | 13.33994251189370 |
| 2006-11-01 | 13.27788624387790 |
| 2006-12-01 | 13.30423392865960 |
| 2007-01-01 | 13.33163803097300 |
| 2007-02-01 | 13.45422154999450 |
| 2007-03-01 | 13.41801444067310 |
| 2007-04-01 | 13.59151598553480 |
| 2007-05-01 | 13.75734771639060 |
| 2007-06-01 | 13.87558449071580 |
| 2007-07-01 | 13.68844944143940 |
| 2007-08-01 | 13.71640990452910 |
| 2007-09-01 | 13.84201380340340 |
| 2007-10-01 | 13.65171182020280 |
| 2007-11-01 | 13.68069079990450 |
| 2007-12-01 | 13.69434634449560 |
| 2008-01-01 | 13.80353982836170 |
| 2008-02-01 | 13.54678113888440 |
| 2008-03-01 | 13.81982739611270 |
| 2008-04-01 | 13.55091133722770 |
| 2008-05-01 | 13.47890628485500 |
| 2008-06-01 | 13.37943898514260 |
| 2008-07-01 | 13.44860612995050 |
| 2008-08-01 | 13.47270275222740 |
| 2008-09-01 | 13.33966347469220 |
| 2008-10-01 | 13.36825450672170 |
| 2008-11-01 | 13.39293362897790 |
| 2008-12-01 | 13.40341863751660 |
| 2009-01-01 | 13.38988392748750 |
| 2009-02-01 | 13.44405063507620 |
| 2009-03-01 | 13.30022442994500 |
| 2009-04-01 | 13.28771628129140 |
| 2009-05-01 | 13.41609704814470 |
| 2009-06-01 | 13.29748780732740 |
| 2009-07-01 | 13.30828084657020 |
| 2009-08-01 | 12.82644262261030 |
| 2009-09-01 | 13.13763576031620 |
| 2009-10-01 | 13.26677864476500 |
| 2009-11-01 | 13.31565433408330 |
| 2009-12-01 | 13.10690675630310 |
| 2010-01-01 | 13.08781785436130 |
| 2010-02-01 | 13.04527010482730 |
| 2010-03-01 | 12.98909863841920 |
| 2010-04-01 | 12.80810357638620 |
| 2010-05-01 | 12.64477851044180 |
| 2010-06-01 | 12.59819823035570 |
| 2010-07-01 | 12.59360648661990 |
| 2010-08-01 | 12.49536030839210 |
| 2010-09-01 | 12.53096797634660 |
| 2010-10-01 | 12.35804874235490 |
| 2010-11-01 | 12.33124952283500 |
| 2010-12-01 | 12.31403103265790 |
| 2011-01-01 | 12.29842627719580 |
| 2011-02-01 | 12.13944393172940 |
| 2011-03-01 | 12.27721839346270 |
| 2011-04-01 | 12.20355032554350 |
| 2011-05-01 | 12.17760909380910 |
| 2011-06-01 | 12.49598854612630 |
| 2011-07-01 | 12.59635525776840 |
| 2011-08-01 | 12.68407046077480 |
| 2011-09-01 | 12.72624088723090 |
| 2011-10-01 | 12.43505888308100 |
| 2011-11-01 | 12.34112312310070 |
| 2011-12-01 | 12.22398602814020 |
| 2012-01-01 | 12.40211772024700 |
| 2012-02-01 | 12.63243630833440 |
| 2012-03-01 | 12.67879412386270 |
| 2012-04-01 | 12.79581796096530 |
| 2012-05-01 | 12.79819851892170 |
| 2012-06-01 | 12.67965141226080 |
| 2012-07-01 | 12.71164089296110 |
| 2012-08-01 | 12.79733840218900 |
| 2012-09-01 | 12.71540903562120 |
| 2012-10-01 | 12.80252310270250 |
| 2012-11-01 | 12.84671629710330 |
| 2012-12-01 | 13.05269735571630 |
| 2013-01-01 | 13.00036399775010 |
| 2013-02-01 | 12.91963860610900 |
| 2013-03-01 | 12.88201736945320 |
| 2013-04-01 | 12.86867895968940 |
| 2013-05-01 | 12.81162335736170 |
| 2013-06-01 | 12.87089215867880 |
| 2013-07-01 | 12.83159004476670 |
| 2013-08-01 | 13.02858205890830 |
| 2013-09-01 | 13.11224594656010 |
| 2013-10-01 | 13.07331773311810 |
| 2013-11-01 | 13.13621488452300 |
| 2013-12-01 | 13.08714710243390 |
| 2014-01-01 | 12.98814420345410 |
| 2014-02-01 | 12.99959499981710 |
| 2014-03-01 | 12.98466373331580 |
| 2014-04-01 | 13.04729418199130 |
| 2014-05-01 | 13.32260328817640 |
| 2014-06-01 | 13.16530106678900 |
| 2014-07-01 | 13.05298347295230 |
| 2014-08-01 | 12.96704102464230 |
| 2014-09-01 | 12.90960438228550 |
| 2014-10-01 | 13.04244471865430 |
| 2014-11-01 | 13.00949713219390 |
| 2014-12-01 | 13.02887420618120 |
| 2015-01-01 | 13.08876151910530 |
| 2015-02-01 | 13.08263901250490 |
| 2015-03-01 | 13.08104600402780 |
| 2015-04-01 | 13.02206068402550 |
| 2015-05-01 | 13.13004369995550 |
| 2015-06-01 | 13.05558956734960 |
| 2015-07-01 | 13.17557611014930 |
| 2015-08-01 | 13.09723591121660 |
| 2015-09-01 | 13.20934593556600 |
| 2015-10-01 | 13.33021436893100 |
| 2015-11-01 | 13.18298547106190 |
| 2015-12-01 | 13.15991512834410 |
| 2016-01-01 | 13.38669000088940 |
| 2016-02-01 | 13.37966590981560 |
| 2016-03-01 | 13.36901997679630 |
| 2016-04-01 | 13.51355862123350 |
| 2016-05-01 | 13.42860762718860 |
| 2016-06-01 | 13.14000750139260 |
| 2016-07-01 | 13.69659115195890 |
| 2016-08-01 | 13.60695719564500 |
| 2016-09-01 | 13.80762212065680 |
| 2016-10-01 | 13.62960830940090 |
| 2016-11-01 | 13.77853012960300 |
| 2016-12-01 | 13.67661995094570 |
| 2017-01-01 | 13.69206234253980 |
| 2017-02-01 | 13.97606877551810 |
| 2017-03-01 | 13.96574965432060 |
| 2017-04-01 | 13.70021871107900 |
| 2017-05-01 | 13.61783774203370 |
| 2017-06-01 | 13.62413785449380 |
| 2017-07-01 | 13.61543180913590 |
| 2017-08-01 | 13.60245176732120 |
| 2017-09-01 | 13.61309575034190 |
| 2017-10-01 | 13.73896946748720 |
| 2017-11-01 | 13.79023522088340 |
| 2017-12-01 | 13.77833981361400 |
| 2018-01-01 | 13.69107307631280 |
| 2018-02-01 | 13.77703471031330 |
| 2018-03-01 | 13.86380016646600 |
| 2018-04-01 | 13.89278479909130 |
| 2018-05-01 | 13.90668073905550 |
| 2018-06-01 | 13.90138864761450 |
| 2018-07-01 | 13.82803126170460 |
| 2018-08-01 | 13.99401559508650 |
| 2018-09-01 | 13.93055736548280 |
| 2018-10-01 | 13.84415661316030 |
| 2018-11-01 | 13.91504317247160 |
| 2018-12-01 | 13.86628191977040 |
| 2019-01-01 | 13.90040177260840 |
| 2019-02-01 | 13.77349514739190 |
| 2019-03-01 | 13.86508207521170 |
| 2019-04-01 | 13.77832581366710 |
| 2019-05-01 | 13.90307000200530 |
| 2019-06-01 | 13.87379677919120 |
| 2019-07-01 | 13.71788659645060 |
| 2019-08-01 | 13.79386311704580 |
| 2019-09-01 | 13.76794260730750 |
| 2019-10-01 | 13.64286815612970 |
| 2019-11-01 | 13.64676540669270 |
| 2019-12-01 | 13.75448312748170 |
| 2020-01-01 | 13.70270990363460 |
| 2020-02-01 | 13.77820142226710 |
| 2020-03-01 | 13.46699387157760 |
| 2020-04-01 | 7.15843498893532 |
| 2020-05-01 | 7.99676857997422 |
| 2020-06-01 | 9.44315622098334 |
| 2020-07-01 | 10.78619721901680 |
| 2020-08-01 | 10.80277123421750 |
| 2020-09-01 | 10.91829412686880 |
| 2020-10-01 | 11.04119293578870 |
| 2020-11-01 | 10.88858643834020 |
| 2020-12-01 | 9.24703619872219 |
| 2021-01-01 | 9.40313234005548 |
| 2021-02-01 | 10.67317699918680 |
| 2021-03-01 | 10.77063672069420 |
| 2021-04-01 | 10.83086158814430 |
| 2021-05-01 | 10.89349649947420 |
| 2021-06-01 | 11.02293603079340 |
| 2021-07-01 | 11.84116720661780 |
| 2021-08-01 | 11.91540592701990 |
| 2021-09-01 | 11.56307722725470 |
| 2021-10-01 | 12.04195199613560 |
| 2021-11-01 | 12.31878437784970 |
| 2021-12-01 | 12.25713961464910 |
| 2022-01-01 | 12.20580625501560 |
| 2022-02-01 | 12.47743859351480 |
| 2022-03-01 | 12.57278557727280 |
| 2022-04-01 | 12.50426459574840 |
| 2022-05-01 | 12.38019248977290 |
| 2022-06-01 | 12.29298929299290 |
| 2022-07-01 | 12.70211876363650 |
| 2022-08-01 | 12.62120500846590 |
| 2022-09-01 | 12.61005415400640 |
| 2022-10-01 | 12.95441371386850 |
| 2022-11-01 | 13.03124342016670 |
| 2022-12-01 | 13.16626882424730 |
| 2023-01-01 | 13.22267548658140 |
| 2023-02-01 | 13.18539823124440 |
| 2023-03-01 | 13.26962898077850 |
| 2023-04-01 | 13.48453303573990 |
| 2023-05-01 | 13.46051431312950 |
| 2023-06-01 | 13.47123212196880 |
| 2023-07-01 | 13.47520756791020 |
| 2023-08-01 | 13.41524883970910 |
| 2023-09-01 | 13.34108408962730 |
| 2023-10-01 | 13.07314902698380 |
| 2023-11-01 | 13.22715532318730 |
| 2023-12-01 | 13.27871143639750 |
| 2024-01-01 | 13.33616027483220 |
| 2024-02-01 | 13.30895614240560 |
| 2024-03-01 | 13.27373253757750 |
| 2024-04-01 | 13.17549440093970 |
| 2024-05-01 | 13.23011296478020 |
| 2024-06-01 | 13.14541412771230 |
| 2024-07-01 | 13.16377675378080 |
| 2024-08-01 | 13.19932370011580 |
| 2024-09-01 | 13.25858681464070 |
| 2024-10-01 | 13.19984875187400 |
| 2024-11-01 | 13.22185996151780 |
| 2024-12-01 | 13.18628310486290 |
| 2025-01-01 | 13.24647983928760 |
| 2025-02-01 | 13.32355645724830 |
| 2025-03-01 | 13.27750550539840 |
| 2025-04-01 | 13.27949953215190 |
| 2025-05-01 | 13.30330430084790 |
| 2025-06-01 | 13.33588875650130 |
| 2025-07-01 | 13.16063843719250 |
| 2025-08-01 | 13.28356827898520 |
| 2025-09-01 | 12.85668888336060 |
| 2025-10-01 | 12.71586285301610 |
| 2025-11-01 | 12.91537278109230 |
| 2025-12-01 | 12.79770581743200 |
| 2026-01-01 | 12.65248362865550 |
| 2026-02-01 | 12.53411626201170 |
| 2026-03-01 | 12.58207483551220 |
| 2026-04-01 | 12.58676923425140 |
| 2026-05-01 | 12.58559184460940 |