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 2026-04-01 |
| Last Updated | 2026-05-26 2:57 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 | 8.86509549686883 |
| 1990-02-01 | 8.95261128355855 |
| 1990-03-01 | 8.60753843570085 |
| 1990-04-01 | 9.20353221932784 |
| 1990-05-01 | 9.37330242451891 |
| 1990-06-01 | 9.43441492522943 |
| 1990-07-01 | 9.39932359591912 |
| 1990-08-01 | 9.37049792710467 |
| 1990-09-01 | 9.27044135927332 |
| 1990-10-01 | 9.12926556139297 |
| 1990-11-01 | 9.17583054644089 |
| 1990-12-01 | 9.11652761908992 |
| 1991-01-01 | 8.97528391961675 |
| 1991-02-01 | 8.94628675583395 |
| 1991-03-01 | 9.01875621210143 |
| 1991-04-01 | 8.99373236249213 |
| 1991-05-01 | 9.07068795274817 |
| 1991-06-01 | 9.13187498426605 |
| 1991-07-01 | 9.09698560101397 |
| 1991-08-01 | 9.15550200306860 |
| 1991-09-01 | 9.26825832022790 |
| 1991-10-01 | 9.43254643163756 |
| 1991-11-01 | 9.49207011435743 |
| 1991-12-01 | 9.51746184474388 |
| 1992-01-01 | 9.60109605459176 |
| 1992-02-01 | 9.44134746204066 |
| 1992-03-01 | 9.42666848943581 |
| 1992-04-01 | 9.27606244666185 |
| 1992-05-01 | 9.16660957541955 |
| 1992-06-01 | 9.12296086914602 |
| 1992-07-01 | 9.18655405227933 |
| 1992-08-01 | 9.03315784240747 |
| 1992-09-01 | 8.86690528872931 |
| 1992-10-01 | 9.43677837280763 |
| 1992-11-01 | 9.22711210210366 |
| 1992-12-01 | 9.21215122006068 |
| 1993-01-01 | 9.43184156223289 |
| 1993-02-01 | 9.54317841004951 |
| 1993-03-01 | 9.54113348765121 |
| 1993-04-01 | 9.75873038192166 |
| 1993-05-01 | 9.55276904736658 |
| 1993-06-01 | 9.50059783360163 |
| 1993-07-01 | 9.57162337914012 |
| 1993-08-01 | 9.71482672188295 |
| 1993-09-01 | 9.67327846617902 |
| 1993-10-01 | 9.64114434697043 |
| 1993-11-01 | 9.55843979632882 |
| 1993-12-01 | 9.49077592068069 |
| 1994-01-01 | 9.57965026442275 |
| 1994-02-01 | 9.65651048393737 |
| 1994-03-01 | 9.56132414747957 |
| 1994-04-01 | 9.73757722039788 |
| 1994-05-01 | 9.72546539128016 |
| 1994-06-01 | 9.77261219935905 |
| 1994-07-01 | 9.76337524167342 |
| 1994-08-01 | 9.79313331008929 |
| 1994-09-01 | 9.99086000467875 |
| 1994-10-01 | 9.74029557443083 |
| 1994-11-01 | 9.78711530984002 |
| 1994-12-01 | 9.86754473182089 |
| 1995-01-01 | 9.82377425788206 |
| 1995-02-01 | 9.97205926308935 |
| 1995-03-01 | 10.18717082115870 |
| 1995-04-01 | 10.21272211337890 |
| 1995-05-01 | 10.29945061941580 |
| 1995-06-01 | 10.44406717497280 |
| 1995-07-01 | 10.65835040488730 |
| 1995-08-01 | 10.57776675730230 |
| 1995-09-01 | 10.62594660879920 |
| 1995-10-01 | 10.52465444148040 |
| 1995-11-01 | 10.59191731819050 |
| 1995-12-01 | 10.84165361953370 |
| 1996-01-01 | 10.86870915942210 |
| 1996-02-01 | 10.80101084653980 |
| 1996-03-01 | 10.81477013076610 |
| 1996-04-01 | 10.68716061456030 |
| 1996-05-01 | 10.87856479848490 |
| 1996-06-01 | 10.91204056422720 |
| 1996-07-01 | 10.85685271474000 |
| 1996-08-01 | 10.86602626940620 |
| 1996-09-01 | 10.77206269788950 |
| 1996-10-01 | 11.09345058366820 |
| 1996-11-01 | 11.18862905936590 |
| 1996-12-01 | 11.22055210604290 |
| 1997-01-01 | 10.99140669842000 |
| 1997-02-01 | 11.02719184910310 |
| 1997-03-01 | 11.05317441900620 |
| 1997-04-01 | 11.18573122491700 |
| 1997-05-01 | 11.26440051146620 |
| 1997-06-01 | 11.18084926602020 |
| 1997-07-01 | 11.14614717620710 |
| 1997-08-01 | 11.15591489571450 |
| 1997-09-01 | 11.11062126145020 |
| 1997-10-01 | 11.04974496057060 |
| 1997-11-01 | 11.06550122289750 |
| 1997-12-01 | 11.02067779456950 |
| 1998-01-01 | 11.42185550208190 |
| 1998-02-01 | 11.25047093141500 |
| 1998-03-01 | 11.19309758600000 |
| 1998-04-01 | 11.09905085118770 |
| 1998-05-01 | 10.75493882567200 |
| 1998-06-01 | 10.65142621795530 |
| 1998-07-01 | 10.73353336696990 |
| 1998-08-01 | 10.72583891590840 |
| 1998-09-01 | 10.63154167167270 |
| 1998-10-01 | 10.81158725977500 |
| 1998-11-01 | 10.74018985076890 |
| 1998-12-01 | 10.73722806585240 |
| 1999-01-01 | 10.85442871773380 |
| 1999-02-01 | 10.76742356380590 |
| 1999-03-01 | 10.83136048357860 |
| 1999-04-01 | 11.02884996305070 |
| 1999-05-01 | 10.94681576330990 |
| 1999-06-01 | 11.13100875069240 |
| 1999-07-01 | 10.91670979972590 |
| 1999-08-01 | 10.88582867706060 |
| 1999-09-01 | 10.72256489328890 |
| 1999-10-01 | 10.97813365657450 |
| 1999-11-01 | 10.91911083353990 |
| 1999-12-01 | 11.06499108300120 |
| 2000-01-01 | 10.99343004097380 |
| 2000-02-01 | 10.99612412910770 |
| 2000-03-01 | 10.95544583732400 |
| 2000-04-01 | 11.06364203465740 |
| 2000-05-01 | 11.53373850221040 |
| 2000-06-01 | 11.50632792361760 |
| 2000-07-01 | 11.60655456800970 |
| 2000-08-01 | 11.54812817246810 |
| 2000-09-01 | 11.88630248034060 |
| 2000-10-01 | 11.47504096279800 |
| 2000-11-01 | 11.51318330408390 |
| 2000-12-01 | 11.38813012344630 |
| 2001-01-01 | 11.41503583654450 |
| 2001-02-01 | 11.72015680083390 |
| 2001-03-01 | 11.56279821344250 |
| 2001-04-01 | 11.40001887241950 |
| 2001-05-01 | 11.31278807471970 |
| 2001-06-01 | 11.39244126084560 |
| 2001-07-01 | 11.40606376734400 |
| 2001-08-01 | 11.63736797324040 |
| 2001-09-01 | 11.43655574934800 |
| 2001-10-01 | 11.58195379610430 |
| 2001-11-01 | 11.71930255700000 |
| 2001-12-01 | 11.70486212795980 |
| 2002-01-01 | 11.52427287499900 |
| 2002-02-01 | 11.53925811155320 |
| 2002-03-01 | 11.55173609178660 |
| 2002-04-01 | 11.61313214343960 |
| 2002-05-01 | 11.68614892384260 |
| 2002-06-01 | 11.57697217664780 |
| 2002-07-01 | 11.63315096222320 |
| 2002-08-01 | 11.65248472335770 |
| 2002-09-01 | 11.79900870978650 |
| 2002-10-01 | 11.61313710479900 |
| 2002-11-01 | 11.42850415282720 |
| 2002-12-01 | 11.40215763192390 |
| 2003-01-01 | 11.70957164494260 |
| 2003-02-01 | 11.43681825000320 |
| 2003-03-01 | 11.22942381311710 |
| 2003-04-01 | 11.60791604917980 |
| 2003-05-01 | 11.76972345742020 |
| 2003-06-01 | 11.88038704698480 |
| 2003-07-01 | 11.96402745555950 |
| 2003-08-01 | 12.08514054425340 |
| 2003-09-01 | 12.18213894864620 |
| 2003-10-01 | 11.93571196251260 |
| 2003-11-01 | 12.04912861077350 |
| 2003-12-01 | 11.88818230217180 |
| 2004-01-01 | 13.07447930995890 |
| 2004-02-01 | 13.02457246607200 |
| 2004-03-01 | 13.01811372656370 |
| 2004-04-01 | 12.90122598339330 |
| 2004-05-01 | 12.65175905246300 |
| 2004-06-01 | 12.56613699772520 |
| 2004-07-01 | 12.60227212926580 |
| 2004-08-01 | 12.42356040864620 |
| 2004-09-01 | 12.58039936791870 |
| 2004-10-01 | 12.77679920341340 |
| 2004-11-01 | 12.66543745224160 |
| 2004-12-01 | 12.85941051186380 |
| 2005-01-01 | 12.82164319653590 |
| 2005-02-01 | 12.80324462488690 |
| 2005-03-01 | 12.91307397497360 |
| 2005-04-01 | 13.21074878522260 |
| 2005-05-01 | 13.14524120217410 |
| 2005-06-01 | 13.16436164131810 |
| 2005-07-01 | 12.91573708356640 |
| 2005-08-01 | 12.94635816103480 |
| 2005-09-01 | 12.69674705816930 |
| 2005-10-01 | 13.00701039730930 |
| 2005-11-01 | 13.18093099044020 |
| 2005-12-01 | 13.22924704468880 |
| 2006-01-01 | 13.17233509971100 |
| 2006-02-01 | 13.27756537061270 |
| 2006-03-01 | 13.41879865594500 |
| 2006-04-01 | 13.14400100358450 |
| 2006-05-01 | 13.03937706387020 |
| 2006-06-01 | 13.05801059675960 |
| 2006-07-01 | 13.21678584665190 |
| 2006-08-01 | 13.24579295549930 |
| 2006-09-01 | 13.22378225062730 |
| 2006-10-01 | 13.33995094586010 |
| 2006-11-01 | 13.27789558406780 |
| 2006-12-01 | 13.30424442077290 |
| 2007-01-01 | 13.33162416725630 |
| 2007-02-01 | 13.45421070701930 |
| 2007-03-01 | 13.41800017778930 |
| 2007-04-01 | 13.59151463528570 |
| 2007-05-01 | 13.75734711263100 |
| 2007-06-01 | 13.87558761049470 |
| 2007-07-01 | 13.68845404250450 |
| 2007-08-01 | 13.71641304488620 |
| 2007-09-01 | 13.84201735389710 |
| 2007-10-01 | 13.65171526803190 |
| 2007-11-01 | 13.68069300574580 |
| 2007-12-01 | 13.69434678196770 |
| 2008-01-01 | 13.80353805605510 |
| 2008-02-01 | 13.54677877859620 |
| 2008-03-01 | 13.81981945216410 |
| 2008-04-01 | 13.55091090277950 |
| 2008-05-01 | 13.47890565483610 |
| 2008-06-01 | 13.37944039831500 |
| 2008-07-01 | 13.44860785477900 |
| 2008-08-01 | 13.47270488095700 |
| 2008-09-01 | 13.33966468242300 |
| 2008-10-01 | 13.36825554484820 |
| 2008-11-01 | 13.39293433138620 |
| 2008-12-01 | 13.40341872965270 |
| 2009-01-01 | 13.38988325855620 |
| 2009-02-01 | 13.44405033112450 |
| 2009-03-01 | 13.30021996508190 |
| 2009-04-01 | 13.28771617824850 |
| 2009-05-01 | 13.41609704706470 |
| 2009-06-01 | 13.29748882699870 |
| 2009-07-01 | 13.30828156232000 |
| 2009-08-01 | 12.82644427104240 |
| 2009-09-01 | 13.13763648315820 |
| 2009-10-01 | 13.26677894818840 |
| 2009-11-01 | 13.31565460524090 |
| 2009-12-01 | 13.10690514781240 |
| 2010-01-01 | 13.08781757445890 |
| 2010-02-01 | 13.04527014217410 |
| 2010-03-01 | 12.98909666942440 |
| 2010-04-01 | 12.80810362998120 |
| 2010-05-01 | 12.64477837558500 |
| 2010-06-01 | 12.59819890248270 |
| 2010-07-01 | 12.59360713585590 |
| 2010-08-01 | 12.49536237371830 |
| 2010-09-01 | 12.53096889664860 |
| 2010-10-01 | 12.35804907112930 |
| 2010-11-01 | 12.33124965604360 |
| 2010-12-01 | 12.31402747671220 |
| 2011-01-01 | 12.29842571070640 |
| 2011-02-01 | 12.13944353085450 |
| 2011-03-01 | 12.27721715821820 |
| 2011-04-01 | 12.20355049660210 |
| 2011-05-01 | 12.17760922841690 |
| 2011-06-01 | 12.49598988624400 |
| 2011-07-01 | 12.59635687016540 |
| 2011-08-01 | 12.68407316867730 |
| 2011-09-01 | 12.72624396133590 |
| 2011-10-01 | 12.43505864930770 |
| 2011-11-01 | 12.34112202665390 |
| 2011-12-01 | 12.22397934636930 |
| 2012-01-01 | 12.40211560068840 |
| 2012-02-01 | 12.63243446580640 |
| 2012-03-01 | 12.67879311290000 |
| 2012-04-01 | 12.79581849561630 |
| 2012-05-01 | 12.79819978317470 |
| 2012-06-01 | 12.67965503585600 |
| 2012-07-01 | 12.71164526888710 |
| 2012-08-01 | 12.79734371378850 |
| 2012-09-01 | 12.71541655230540 |
| 2012-10-01 | 12.80251844163050 |
| 2012-11-01 | 12.84671641705910 |
| 2012-12-01 | 13.05267990305620 |
| 2013-01-01 | 13.00036102099680 |
| 2013-02-01 | 12.91963465796920 |
| 2013-03-01 | 12.88201357735570 |
| 2013-04-01 | 12.86868499360490 |
| 2013-05-01 | 12.81162059719870 |
| 2013-06-01 | 12.87090086905520 |
| 2013-07-01 | 12.83161173917240 |
| 2013-08-01 | 13.02858437621940 |
| 2013-09-01 | 13.11225487261470 |
| 2013-10-01 | 13.07330630215980 |
| 2013-11-01 | 13.13621495056260 |
| 2013-12-01 | 13.08711827998370 |
| 2014-01-01 | 12.98814058323440 |
| 2014-02-01 | 12.99958210475520 |
| 2014-03-01 | 12.98465917198200 |
| 2014-04-01 | 13.04730950831920 |
| 2014-05-01 | 13.32260245657950 |
| 2014-06-01 | 13.16532157597870 |
| 2014-07-01 | 13.05302850042340 |
| 2014-08-01 | 12.96704208291830 |
| 2014-09-01 | 12.90960716227890 |
| 2014-10-01 | 13.04241448032930 |
| 2014-11-01 | 13.00948260373890 |
| 2014-12-01 | 13.02882396487020 |
| 2015-01-01 | 13.08875339774600 |
| 2015-02-01 | 13.08262290954510 |
| 2015-03-01 | 13.08105457133660 |
| 2015-04-01 | 13.02210319325650 |
| 2015-05-01 | 13.13006195763210 |
| 2015-06-01 | 13.05563410752080 |
| 2015-07-01 | 13.17564914611880 |
| 2015-08-01 | 13.09722973111700 |
| 2015-09-01 | 13.20932364570030 |
| 2015-10-01 | 13.33014224524360 |
| 2015-11-01 | 13.18292411119190 |
| 2015-12-01 | 13.15983014335240 |
| 2016-01-01 | 13.38666952007440 |
| 2016-02-01 | 13.37965826297650 |
| 2016-03-01 | 13.36906857032540 |
| 2016-04-01 | 13.51365323715480 |
| 2016-05-01 | 13.42867852139940 |
| 2016-06-01 | 13.14009674510180 |
| 2016-07-01 | 13.69670071775550 |
| 2016-08-01 | 13.60696580063020 |
| 2016-09-01 | 13.80757271151020 |
| 2016-10-01 | 13.62947058119360 |
| 2016-11-01 | 13.77835826964000 |
| 2016-12-01 | 13.67636981153010 |
| 2017-01-01 | 13.69181433884400 |
| 2017-02-01 | 13.97628059789670 |
| 2017-03-01 | 13.96606459220000 |
| 2017-04-01 | 13.70035841247350 |
| 2017-05-01 | 13.61796716932400 |
| 2017-06-01 | 13.62427175874780 |
| 2017-07-01 | 13.61554993611310 |
| 2017-08-01 | 13.60244125516640 |
| 2017-09-01 | 13.61298533735030 |
| 2017-10-01 | 13.73880900705590 |
| 2017-11-01 | 13.78990679601460 |
| 2017-12-01 | 13.77789417254620 |
| 2018-01-01 | 13.69056587411150 |
| 2018-02-01 | 13.77748116658690 |
| 2018-03-01 | 13.86440257432630 |
| 2018-04-01 | 13.89298338327800 |
| 2018-05-01 | 13.90689304854910 |
| 2018-06-01 | 13.90158172800190 |
| 2018-07-01 | 13.82814858304900 |
| 2018-08-01 | 13.99401317395970 |
| 2018-09-01 | 13.93040776539620 |
| 2018-10-01 | 13.84404511512940 |
| 2018-11-01 | 13.91438858442340 |
| 2018-12-01 | 13.86572375475360 |
| 2019-01-01 | 13.89951919146640 |
| 2019-02-01 | 13.77420980795510 |
| 2019-03-01 | 13.86601835700900 |
| 2019-04-01 | 13.77854311325220 |
| 2019-05-01 | 13.90336627419610 |
| 2019-06-01 | 13.87403782936590 |
| 2019-07-01 | 13.71805230695130 |
| 2019-08-01 | 13.79378926640190 |
| 2019-09-01 | 13.76779366870780 |
| 2019-10-01 | 13.64280306499490 |
| 2019-11-01 | 13.64583171395030 |
| 2019-12-01 | 13.75393000320870 |
| 2020-01-01 | 13.70165405447760 |
| 2020-02-01 | 13.77896468563040 |
| 2020-03-01 | 13.46801906125590 |
| 2020-04-01 | 7.15866152382245 |
| 2020-05-01 | 7.99713730505324 |
| 2020-06-01 | 9.44346319255325 |
| 2020-07-01 | 10.78648693094560 |
| 2020-08-01 | 10.80273436497400 |
| 2020-09-01 | 10.91826568811500 |
| 2020-10-01 | 11.04122722218370 |
| 2020-11-01 | 10.88739261343410 |
| 2020-12-01 | 9.24639885707441 |
| 2021-01-01 | 9.40175630031124 |
| 2021-02-01 | 10.67379667113640 |
| 2021-03-01 | 10.77161678296140 |
| 2021-04-01 | 10.83107530923470 |
| 2021-05-01 | 10.89399879702620 |
| 2021-06-01 | 11.02344519222000 |
| 2021-07-01 | 11.84177169164080 |
| 2021-08-01 | 11.91556885263260 |
| 2021-09-01 | 11.56333044029190 |
| 2021-10-01 | 12.04212191609990 |
| 2021-11-01 | 12.31747604180750 |
| 2021-12-01 | 12.25618348448410 |
| 2022-01-01 | 12.20403191808310 |
| 2022-02-01 | 12.47728679994710 |
| 2022-03-01 | 12.57322155858990 |
| 2022-04-01 | 12.50452966512270 |
| 2022-05-01 | 12.38104493192450 |
| 2022-06-01 | 12.29405885046650 |
| 2022-07-01 | 12.70340351404320 |
| 2022-08-01 | 12.62170793132180 |
| 2022-09-01 | 12.61104718558990 |
| 2022-10-01 | 12.95516879241680 |
| 2022-11-01 | 13.03009460427710 |
| 2022-12-01 | 13.16489132970210 |
| 2023-01-01 | 13.21976401309560 |
| 2023-02-01 | 13.18271349302910 |
| 2023-03-01 | 13.26651560906820 |
| 2023-04-01 | 13.48721518689250 |
| 2023-05-01 | 13.46353840169750 |
| 2023-06-01 | 13.47340918489140 |
| 2023-07-01 | 13.47725683282980 |
| 2023-08-01 | 13.41606343367370 |
| 2023-09-01 | 13.34273089409130 |
| 2023-10-01 | 13.07436459194220 |
| 2023-11-01 | 13.22625441286730 |
| 2023-12-01 | 13.27656080071980 |
| 2024-01-01 | 13.33182680901830 |
| 2024-02-01 | 13.30334519447860 |
| 2024-03-01 | 13.26689670533590 |
| 2024-04-01 | 13.18218350142920 |
| 2024-05-01 | 13.23446051027140 |
| 2024-06-01 | 13.14879861302700 |
| 2024-07-01 | 13.16649984158960 |
| 2024-08-01 | 13.20038468684430 |
| 2024-09-01 | 13.26085593058620 |
| 2024-10-01 | 13.20168810259870 |
| 2024-11-01 | 13.22128649716380 |
| 2024-12-01 | 13.18325507619280 |
| 2025-01-01 | 13.24040946614460 |
| 2025-02-01 | 13.31487177206190 |
| 2025-03-01 | 13.26647964728180 |
| 2025-04-01 | 13.29112490340740 |
| 2025-05-01 | 13.30960751782970 |
| 2025-06-01 | 13.34033573063120 |
| 2025-07-01 | 13.16370019928040 |
| 2025-08-01 | 13.28476630473610 |
| 2025-09-01 | 12.85913042888660 |
| 2025-10-01 | 12.71794117888700 |
| 2025-11-01 | 12.91488664575700 |
| 2025-12-01 | 12.79380821868960 |
| 2026-01-01 | 12.64513354040260 |
| 2026-02-01 | 12.52360068029610 |
| 2026-03-01 | 12.56910128501180 |
| 2026-04-01 | 12.50197820650430 |