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 2026-06-01 |
| 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 | 8.86509549562088 |
| 1990-02-01 | 8.95261128349819 |
| 1990-03-01 | 8.60753843526932 |
| 1990-04-01 | 9.20353221719212 |
| 1990-05-01 | 9.37330242487763 |
| 1990-06-01 | 9.43441492576612 |
| 1990-07-01 | 9.39932359584137 |
| 1990-08-01 | 9.37049792631259 |
| 1990-09-01 | 9.27044135977995 |
| 1990-10-01 | 9.12926555887059 |
| 1990-11-01 | 9.17583054921780 |
| 1990-12-01 | 9.11652762288562 |
| 1991-01-01 | 8.97528391960165 |
| 1991-02-01 | 8.94628675576240 |
| 1991-03-01 | 9.01875621029678 |
| 1991-04-01 | 8.99373235792876 |
| 1991-05-01 | 9.07068795172225 |
| 1991-06-01 | 9.13187498463059 |
| 1991-07-01 | 9.09698560128877 |
| 1991-08-01 | 9.15550200260068 |
| 1991-09-01 | 9.26825832436570 |
| 1991-10-01 | 9.43254642921827 |
| 1991-11-01 | 9.49207011618894 |
| 1991-12-01 | 9.51746184679094 |
| 1992-01-01 | 9.60109607511772 |
| 1992-02-01 | 9.44134745569561 |
| 1992-03-01 | 9.42666847875144 |
| 1992-04-01 | 9.27606243140320 |
| 1992-05-01 | 9.16660956459409 |
| 1992-06-01 | 9.12296086126767 |
| 1992-07-01 | 9.18655408241153 |
| 1992-08-01 | 9.03315784055187 |
| 1992-09-01 | 8.86690529815442 |
| 1992-10-01 | 9.43677834555463 |
| 1992-11-01 | 9.22711211223694 |
| 1992-12-01 | 9.21215122969834 |
| 1993-01-01 | 9.43184161442428 |
| 1993-02-01 | 9.54317841190204 |
| 1993-03-01 | 9.54113348279558 |
| 1993-04-01 | 9.75873029138883 |
| 1993-05-01 | 9.55276903490221 |
| 1993-06-01 | 9.50059781761891 |
| 1993-07-01 | 9.57162342859032 |
| 1993-08-01 | 9.71482669996321 |
| 1993-09-01 | 9.67327854798478 |
| 1993-10-01 | 9.64114427690227 |
| 1993-11-01 | 9.55843980523958 |
| 1993-12-01 | 9.49077596840742 |
| 1994-01-01 | 9.57965035489681 |
| 1994-02-01 | 9.65651049642547 |
| 1994-03-01 | 9.56132413838608 |
| 1994-04-01 | 9.73757703097140 |
| 1994-05-01 | 9.72546534720527 |
| 1994-06-01 | 9.77261215283763 |
| 1994-07-01 | 9.76337530215229 |
| 1994-08-01 | 9.79313327575942 |
| 1994-09-01 | 9.99086017752466 |
| 1994-10-01 | 9.74029548921734 |
| 1994-11-01 | 9.78711534363953 |
| 1994-12-01 | 9.86754483557508 |
| 1995-01-01 | 9.82377452330887 |
| 1995-02-01 | 9.97205925999709 |
| 1995-03-01 | 10.18717073905800 |
| 1995-04-01 | 10.21272172167910 |
| 1995-05-01 | 10.29945043186320 |
| 1995-06-01 | 10.44406702071730 |
| 1995-07-01 | 10.65835043507590 |
| 1995-08-01 | 10.57776679210520 |
| 1995-09-01 | 10.62594701313300 |
| 1995-10-01 | 10.52465451356130 |
| 1995-11-01 | 10.59191747321980 |
| 1995-12-01 | 10.84165381293760 |
| 1996-01-01 | 10.86870957279560 |
| 1996-02-01 | 10.80101075986850 |
| 1996-03-01 | 10.81476985756640 |
| 1996-04-01 | 10.68715995359930 |
| 1996-05-01 | 10.87856434798470 |
| 1996-06-01 | 10.91203988877790 |
| 1996-07-01 | 10.85685257982000 |
| 1996-08-01 | 10.86602623439030 |
| 1996-09-01 | 10.77206488455190 |
| 1996-10-01 | 11.09345066502240 |
| 1996-11-01 | 11.18862920908700 |
| 1996-12-01 | 11.22055224202890 |
| 1997-01-01 | 10.99140708788710 |
| 1997-02-01 | 11.02719155477230 |
| 1997-03-01 | 11.05317396763850 |
| 1997-04-01 | 11.18573048296300 |
| 1997-05-01 | 11.26439817700290 |
| 1997-06-01 | 11.18084842594770 |
| 1997-07-01 | 11.14614725685740 |
| 1997-08-01 | 11.15591530760130 |
| 1997-09-01 | 11.11062661830520 |
| 1997-10-01 | 11.04974539982010 |
| 1997-11-01 | 11.06550148993860 |
| 1997-12-01 | 11.02067790436020 |
| 1998-01-01 | 11.42185577568100 |
| 1998-02-01 | 11.25046614005870 |
| 1998-03-01 | 11.19309716181770 |
| 1998-04-01 | 11.09905032986380 |
| 1998-05-01 | 10.75493483574590 |
| 1998-06-01 | 10.65142552018160 |
| 1998-07-01 | 10.73353453918330 |
| 1998-08-01 | 10.72584044833440 |
| 1998-09-01 | 10.63155202688510 |
| 1998-10-01 | 10.81158978567290 |
| 1998-11-01 | 10.74019103329010 |
| 1998-12-01 | 10.73722756087440 |
| 1999-01-01 | 10.85442706206390 |
| 1999-02-01 | 10.76741171788070 |
| 1999-03-01 | 10.83135773694390 |
| 1999-04-01 | 11.02884809747450 |
| 1999-05-01 | 10.94680930814110 |
| 1999-06-01 | 11.13100847672420 |
| 1999-07-01 | 10.91671415882190 |
| 1999-08-01 | 10.88583585648540 |
| 1999-09-01 | 10.72257571452260 |
| 1999-10-01 | 10.97814627587310 |
| 1999-11-01 | 10.91912220238240 |
| 1999-12-01 | 11.06499932682530 |
| 2000-01-01 | 10.99339065966010 |
| 2000-02-01 | 10.99611114267540 |
| 2000-03-01 | 10.95544219478520 |
| 2000-04-01 | 11.06363945574940 |
| 2000-05-01 | 11.53373084021650 |
| 2000-06-01 | 11.50632693417550 |
| 2000-07-01 | 11.60656060906980 |
| 2000-08-01 | 11.54814017379630 |
| 2000-09-01 | 11.88631416266330 |
| 2000-10-01 | 11.47506876191120 |
| 2000-11-01 | 11.51321635613360 |
| 2000-12-01 | 11.38816727211150 |
| 2001-01-01 | 11.41493585381610 |
| 2001-02-01 | 11.72013355145960 |
| 2001-03-01 | 11.56278753008940 |
| 2001-04-01 | 11.40001413284960 |
| 2001-05-01 | 11.31278048742170 |
| 2001-06-01 | 11.39244288529850 |
| 2001-07-01 | 11.40607450502960 |
| 2001-08-01 | 11.63738524025150 |
| 2001-09-01 | 11.43656822529400 |
| 2001-10-01 | 11.58199811233100 |
| 2001-11-01 | 11.71935832222890 |
| 2001-12-01 | 11.70492882296700 |
| 2002-01-01 | 11.52411229557440 |
| 2002-02-01 | 11.53922393806360 |
| 2002-03-01 | 11.55171709552000 |
| 2002-04-01 | 11.61312672227990 |
| 2002-05-01 | 11.68614252652460 |
| 2002-06-01 | 11.57697617656430 |
| 2002-07-01 | 11.63316564807350 |
| 2002-08-01 | 11.65250379544750 |
| 2002-09-01 | 11.79902459913440 |
| 2002-10-01 | 11.61319139760110 |
| 2002-11-01 | 11.42857450158560 |
| 2002-12-01 | 11.40224496788200 |
| 2003-01-01 | 11.70938602392800 |
| 2003-02-01 | 11.43677086318940 |
| 2003-03-01 | 11.22939156352720 |
| 2003-04-01 | 11.60790846711060 |
| 2003-05-01 | 11.76971852059880 |
| 2003-06-01 | 11.88039448302410 |
| 2003-07-01 | 11.96404705671990 |
| 2003-08-01 | 12.08516161335660 |
| 2003-09-01 | 12.18215481687310 |
| 2003-10-01 | 11.93576907895610 |
| 2003-11-01 | 12.04920102720290 |
| 2003-12-01 | 11.88827049736130 |
| 2004-01-01 | 13.07429312129070 |
| 2004-02-01 | 13.02452773387840 |
| 2004-03-01 | 13.01807651446800 |
| 2004-04-01 | 12.90121906234940 |
| 2004-05-01 | 12.65175503177090 |
| 2004-06-01 | 12.56614490088050 |
| 2004-07-01 | 12.60229079818740 |
| 2004-08-01 | 12.42357787983690 |
| 2004-09-01 | 12.58041622301500 |
| 2004-10-01 | 12.77684814157430 |
| 2004-11-01 | 12.66550096273430 |
| 2004-12-01 | 12.85949041746750 |
| 2005-01-01 | 12.82149399621080 |
| 2005-02-01 | 12.80320043917840 |
| 2005-03-01 | 12.91303253532770 |
| 2005-04-01 | 13.21074240980470 |
| 2005-05-01 | 13.14523868738070 |
| 2005-06-01 | 13.16437146254370 |
| 2005-07-01 | 12.91575488785390 |
| 2005-08-01 | 12.94637144966820 |
| 2005-09-01 | 12.69676329813530 |
| 2005-10-01 | 13.00704424599130 |
| 2005-11-01 | 13.18097283067790 |
| 2005-12-01 | 13.22929803841410 |
| 2006-01-01 | 13.17224605877840 |
| 2006-02-01 | 13.27753164680140 |
| 2006-03-01 | 13.41876254942140 |
| 2006-04-01 | 13.14399721204770 |
| 2006-05-01 | 13.03937489882370 |
| 2006-06-01 | 13.05801896632180 |
| 2006-07-01 | 13.21679924943940 |
| 2006-08-01 | 13.24580125969580 |
| 2006-09-01 | 13.22379596443330 |
| 2006-10-01 | 13.33996830488390 |
| 2006-11-01 | 13.27791498756700 |
| 2006-12-01 | 13.30426603985700 |
| 2007-01-01 | 13.33159553050270 |
| 2007-02-01 | 13.45418837470610 |
| 2007-03-01 | 13.41797083602890 |
| 2007-04-01 | 13.59151192096580 |
| 2007-05-01 | 13.75734593229700 |
| 2007-06-01 | 13.87559400821820 |
| 2007-07-01 | 13.68846341496980 |
| 2007-08-01 | 13.71641932662040 |
| 2007-09-01 | 13.84202450829550 |
| 2007-10-01 | 13.65172228120450 |
| 2007-11-01 | 13.68069786622690 |
| 2007-12-01 | 13.69434769614560 |
| 2008-01-01 | 13.80353442977970 |
| 2008-02-01 | 13.54677400301420 |
| 2008-03-01 | 13.81980317791920 |
| 2008-04-01 | 13.55091007033060 |
| 2008-05-01 | 13.47890506899540 |
| 2008-06-01 | 13.37944317326350 |
| 2008-07-01 | 13.44861116879170 |
| 2008-08-01 | 13.47270797632060 |
| 2008-09-01 | 13.33966671206460 |
| 2008-10-01 | 13.36825766365130 |
| 2008-11-01 | 13.39293640690080 |
| 2008-12-01 | 13.40341955496330 |
| 2009-01-01 | 13.38988204952790 |
| 2009-02-01 | 13.44404987611440 |
| 2009-03-01 | 13.30021088618670 |
| 2009-04-01 | 13.28771602233560 |
| 2009-05-01 | 13.41609844501700 |
| 2009-06-01 | 13.29749064658370 |
| 2009-07-01 | 13.30828249001630 |
| 2009-08-01 | 12.82644503088750 |
| 2009-09-01 | 13.13763676567360 |
| 2009-10-01 | 13.26677896758460 |
| 2009-11-01 | 13.31565515051260 |
| 2009-12-01 | 13.10690710147850 |
| 2010-01-01 | 13.08781674777880 |
| 2010-02-01 | 13.04527015556210 |
| 2010-03-01 | 12.98909265258480 |
| 2010-04-01 | 12.80810364162750 |
| 2010-05-01 | 12.64477979620900 |
| 2010-06-01 | 12.59819922711300 |
| 2010-07-01 | 12.59360686498290 |
| 2010-08-01 | 12.49536194247820 |
| 2010-09-01 | 12.53096854070320 |
| 2010-10-01 | 12.35804897707280 |
| 2010-11-01 | 12.33125040642220 |
| 2010-12-01 | 12.31403162859220 |
| 2011-01-01 | 12.29842549005360 |
| 2011-02-01 | 12.13944345117680 |
| 2011-03-01 | 12.27721458665390 |
| 2011-04-01 | 12.20354935796080 |
| 2011-05-01 | 12.17760936340470 |
| 2011-06-01 | 12.49598821835750 |
| 2011-07-01 | 12.59635551430510 |
| 2011-08-01 | 12.68407228484010 |
| 2011-09-01 | 12.72624464830990 |
| 2011-10-01 | 12.43505991401750 |
| 2011-11-01 | 12.34112421220420 |
| 2011-12-01 | 12.22398648453990 |
| 2012-01-01 | 12.40211625421330 |
| 2012-02-01 | 12.63243378259340 |
| 2012-03-01 | 12.67879082292960 |
| 2012-04-01 | 12.79581453882170 |
| 2012-05-01 | 12.79819694550270 |
| 2012-06-01 | 12.67965058234740 |
| 2012-07-01 | 12.71164183861340 |
| 2012-08-01 | 12.79734149345220 |
| 2012-09-01 | 12.71541700267440 |
| 2012-10-01 | 12.80253018561650 |
| 2012-11-01 | 12.84671774538780 |
| 2012-12-01 | 13.05269701447450 |
| 2013-01-01 | 13.00036051290440 |
| 2013-02-01 | 12.91963297979940 |
| 2013-03-01 | 12.88200997739570 |
| 2013-04-01 | 12.86867025156910 |
| 2013-05-01 | 12.81161601359000 |
| 2013-06-01 | 12.87088840851420 |
| 2013-07-01 | 12.83160475984800 |
| 2013-08-01 | 13.02857853321670 |
| 2013-09-01 | 13.11227667249490 |
| 2013-10-01 | 13.07332572749940 |
| 2013-11-01 | 13.13621373765930 |
| 2013-12-01 | 13.08714539095160 |
| 2014-01-01 | 12.98814084344760 |
| 2014-02-01 | 12.99958148178950 |
| 2014-03-01 | 12.98463962387940 |
| 2014-04-01 | 13.04728435539370 |
| 2014-05-01 | 13.32259309534900 |
| 2014-06-01 | 13.16529614613840 |
| 2014-07-01 | 13.05301359556080 |
| 2014-08-01 | 12.96703310413460 |
| 2014-09-01 | 12.90965819824620 |
| 2014-10-01 | 13.04245753271720 |
| 2014-11-01 | 13.00949828205510 |
| 2014-12-01 | 13.02887350951250 |
| 2015-01-01 | 13.08875622382880 |
| 2015-02-01 | 13.08261063012340 |
| 2015-03-01 | 13.08099534227630 |
| 2015-04-01 | 13.02204025971180 |
| 2015-05-01 | 13.13002505109480 |
| 2015-06-01 | 13.05558410413240 |
| 2015-07-01 | 13.17562905545540 |
| 2015-08-01 | 13.09723529484350 |
| 2015-09-01 | 13.20943595235220 |
| 2015-10-01 | 13.33023903908220 |
| 2015-11-01 | 13.18299741595700 |
| 2015-12-01 | 13.15991735034580 |
| 2016-01-01 | 13.38667529257620 |
| 2016-02-01 | 13.37960591503550 |
| 2016-03-01 | 13.36892186844500 |
| 2016-04-01 | 13.51350992004680 |
| 2016-05-01 | 13.42857287436220 |
| 2016-06-01 | 13.14000641095540 |
| 2016-07-01 | 13.69667318972220 |
| 2016-08-01 | 13.60699990061050 |
| 2016-09-01 | 13.80775708113600 |
| 2016-10-01 | 13.62967603325910 |
| 2016-11-01 | 13.77857048994310 |
| 2016-12-01 | 13.67661798186330 |
| 2017-01-01 | 13.69200306707000 |
| 2017-02-01 | 13.97608382462520 |
| 2017-03-01 | 13.96545588853500 |
| 2017-04-01 | 13.70002759315690 |
| 2017-05-01 | 13.61760720421240 |
| 2017-06-01 | 13.62441677409310 |
| 2017-07-01 | 13.61561959658760 |
| 2017-08-01 | 13.60256305714170 |
| 2017-09-01 | 13.61326070212690 |
| 2017-10-01 | 13.73922894863570 |
| 2017-11-01 | 13.79022979213430 |
| 2017-12-01 | 13.77825047762980 |
| 2018-01-01 | 13.69088162215970 |
| 2018-02-01 | 13.77708352601940 |
| 2018-03-01 | 13.86328363721150 |
| 2018-04-01 | 13.89246003823200 |
| 2018-05-01 | 13.90629713959890 |
| 2018-06-01 | 13.90200606291090 |
| 2018-07-01 | 13.82836052659490 |
| 2018-08-01 | 13.99424048678140 |
| 2018-09-01 | 13.93071879706000 |
| 2018-10-01 | 13.84460460907430 |
| 2018-11-01 | 13.91519048831410 |
| 2018-12-01 | 13.86611081971540 |
| 2019-01-01 | 13.89970133653760 |
| 2019-02-01 | 13.77356729205410 |
| 2019-03-01 | 13.86432501079380 |
| 2019-04-01 | 13.77772246972920 |
| 2019-05-01 | 13.90249130228970 |
| 2019-06-01 | 13.87516102050200 |
| 2019-07-01 | 13.71880769288360 |
| 2019-08-01 | 13.79397080390460 |
| 2019-09-01 | 13.76796131065270 |
| 2019-10-01 | 13.64339385210580 |
| 2019-11-01 | 13.64697251312260 |
| 2019-12-01 | 13.75414958403220 |
| 2020-01-01 | 13.70145518343970 |
| 2020-02-01 | 13.77814473324100 |
| 2020-03-01 | 13.46616563891450 |
| 2020-04-01 | 7.15774727763128 |
| 2020-05-01 | 7.99630345635338 |
| 2020-06-01 | 9.44511778342989 |
| 2020-07-01 | 10.78771073657400 |
| 2020-08-01 | 10.80274792559560 |
| 2020-09-01 | 10.91814148379500 |
| 2020-10-01 | 11.04160517892120 |
| 2020-11-01 | 10.88884495099690 |
| 2020-12-01 | 9.24651742511406 |
| 2021-01-01 | 9.40127407058365 |
| 2021-02-01 | 10.67288976077890 |
| 2021-03-01 | 10.76968911058380 |
| 2021-04-01 | 10.83013184267550 |
| 2021-05-01 | 10.89328106071650 |
| 2021-06-01 | 11.02568693436480 |
| 2021-07-01 | 11.84346892712840 |
| 2021-08-01 | 11.91535061745110 |
| 2021-09-01 | 11.56282020077360 |
| 2021-10-01 | 12.04220410524540 |
| 2021-11-01 | 12.31881967680430 |
| 2021-12-01 | 12.25625257722530 |
| 2022-01-01 | 12.20339579226220 |
| 2022-02-01 | 12.47634520976020 |
| 2022-03-01 | 12.57138661801250 |
| 2022-04-01 | 12.50332041245880 |
| 2022-05-01 | 12.38019196008830 |
| 2022-06-01 | 12.29886547855590 |
| 2022-07-01 | 12.70529313057710 |
| 2022-08-01 | 12.62155606406180 |
| 2022-09-01 | 12.60720906414730 |
| 2022-10-01 | 12.95474210073780 |
| 2022-11-01 | 13.03184024802280 |
| 2022-12-01 | 13.16542283568000 |
| 2023-01-01 | 13.21974357760350 |
| 2023-02-01 | 13.18320890761970 |
| 2023-03-01 | 13.26702920230280 |
| 2023-04-01 | 13.48188771807100 |
| 2023-05-01 | 13.45830482322060 |
| 2023-06-01 | 13.48421934091210 |
| 2023-07-01 | 13.48057619294370 |
| 2023-08-01 | 13.41653170752770 |
| 2023-09-01 | 13.33555589626230 |
| 2023-10-01 | 13.07322402952880 |
| 2023-11-01 | 13.22771969669270 |
| 2023-12-01 | 13.27768697903050 |
| 2024-01-01 | 13.33304007723120 |
| 2024-02-01 | 13.30555164967250 |
| 2024-03-01 | 13.26947630938280 |
| 2024-04-01 | 13.17027930378520 |
| 2024-05-01 | 13.22420197910800 |
| 2024-06-01 | 13.16739044133050 |
| 2024-07-01 | 13.17143130818190 |
| 2024-08-01 | 13.20202368401540 |
| 2024-09-01 | 13.24990683138850 |
| 2024-10-01 | 13.19985229447670 |
| 2024-11-01 | 13.22255258075630 |
| 2024-12-01 | 13.18525003923560 |
| 2025-01-01 | 13.24341449997040 |
| 2025-02-01 | 13.31930503270300 |
| 2025-03-01 | 13.27150639316530 |
| 2025-04-01 | 13.27130931679270 |
| 2025-05-01 | 13.29275812520660 |
| 2025-06-01 | 13.36610963704370 |
| 2025-07-01 | 13.17062734372810 |
| 2025-08-01 | 13.28776241189630 |
| 2025-09-01 | 12.84686561870840 |
| 2025-10-01 | 12.71568321012870 |
| 2025-11-01 | 12.91557342654010 |
| 2025-12-01 | 12.79649255167500 |
| 2026-01-01 | 12.64976681163310 |
| 2026-02-01 | 12.52952150631020 |
| 2026-03-01 | 12.57498377551260 |
| 2026-04-01 | 12.57655016418450 |
| 2026-05-01 | 12.57188443535330 |
| 2026-06-01 | 12.46090304911460 |