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 2025-09-01 |
| Last Updated | 2025-12-12 1:56 AM CST |
| 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 | 8.86509548790777 |
| 1990-02-01 | 8.95261128311891 |
| 1990-03-01 | 8.60753843261396 |
| 1990-04-01 | 9.20353220410373 |
| 1990-05-01 | 9.37330242706363 |
| 1990-06-01 | 9.43441492904596 |
| 1990-07-01 | 9.39932359537027 |
| 1990-08-01 | 9.37049792147971 |
| 1990-09-01 | 9.27044136295925 |
| 1990-10-01 | 9.12926554345699 |
| 1990-11-01 | 9.17583056622749 |
| 1990-12-01 | 9.11652764611886 |
| 1991-01-01 | 8.97528391944180 |
| 1991-02-01 | 8.94628675531129 |
| 1991-03-01 | 9.01875619922910 |
| 1991-04-01 | 8.99373232996709 |
| 1991-05-01 | 9.07068794541916 |
| 1991-06-01 | 9.13187498684397 |
| 1991-07-01 | 9.09698560296926 |
| 1991-08-01 | 9.15550199975377 |
| 1991-09-01 | 9.26825834984148 |
| 1991-10-01 | 9.43254641444944 |
| 1991-11-01 | 9.49207012743097 |
| 1991-12-01 | 9.51746185934014 |
| 1992-01-01 | 9.60109620059833 |
| 1992-02-01 | 9.44134741685044 |
| 1992-03-01 | 9.42666841332686 |
| 1992-04-01 | 9.27606233795886 |
| 1992-05-01 | 9.16660949829118 |
| 1992-06-01 | 9.12296081302214 |
| 1992-07-01 | 9.18655426679118 |
| 1992-08-01 | 9.03315782922958 |
| 1992-09-01 | 8.86690535607254 |
| 1992-10-01 | 9.43677817891544 |
| 1992-11-01 | 9.22711217429614 |
| 1992-12-01 | 9.21215128870583 |
| 1993-01-01 | 9.43184193361862 |
| 1993-02-01 | 9.54317842324256 |
| 1993-03-01 | 9.54113345305599 |
| 1993-04-01 | 9.75872973708110 |
| 1993-05-01 | 9.55276895856424 |
| 1993-06-01 | 9.50059771975100 |
| 1993-07-01 | 9.57162373110612 |
| 1993-08-01 | 9.71482656575475 |
| 1993-09-01 | 9.67327904936083 |
| 1993-10-01 | 9.64114384823933 |
| 1993-11-01 | 9.55843985977459 |
| 1993-12-01 | 9.49077626037081 |
| 1994-01-01 | 9.57965090844249 |
| 1994-02-01 | 9.65651057301847 |
| 1994-03-01 | 9.56132408284476 |
| 1994-04-01 | 9.73757587129603 |
| 1994-05-01 | 9.72546507734111 |
| 1994-06-01 | 9.77261186787361 |
| 1994-07-01 | 9.76337567183003 |
| 1994-08-01 | 9.79313306527870 |
| 1994-09-01 | 9.99086123635017 |
| 1994-10-01 | 9.74029496792883 |
| 1994-11-01 | 9.78711555076532 |
| 1994-12-01 | 9.86754547083981 |
| 1995-01-01 | 9.82377614830787 |
| 1995-02-01 | 9.97205924174361 |
| 1995-03-01 | 10.18717023656170 |
| 1995-04-01 | 10.21271932294900 |
| 1995-05-01 | 10.29944928239980 |
| 1995-06-01 | 10.44406607491180 |
| 1995-07-01 | 10.65835061856200 |
| 1995-08-01 | 10.57776700561180 |
| 1995-09-01 | 10.62594949156630 |
| 1995-10-01 | 10.52465495753050 |
| 1995-11-01 | 10.59191842381730 |
| 1995-12-01 | 10.84165499666990 |
| 1996-01-01 | 10.86871210179450 |
| 1996-02-01 | 10.80101022806570 |
| 1996-03-01 | 10.81476818401320 |
| 1996-04-01 | 10.68715590644760 |
| 1996-05-01 | 10.87856158970840 |
| 1996-06-01 | 10.91203574428090 |
| 1996-07-01 | 10.85685175524250 |
| 1996-08-01 | 10.86602602564570 |
| 1996-09-01 | 10.77207827351450 |
| 1996-10-01 | 11.09345117184200 |
| 1996-11-01 | 11.18863012970290 |
| 1996-12-01 | 11.22055307192520 |
| 1997-01-01 | 10.99140946460370 |
| 1997-02-01 | 11.02718974819030 |
| 1997-03-01 | 11.05317120726370 |
| 1997-04-01 | 11.18572595128320 |
| 1997-05-01 | 11.26438388165200 |
| 1997-06-01 | 11.18084327149170 |
| 1997-07-01 | 11.14614774676240 |
| 1997-08-01 | 11.15591782494900 |
| 1997-09-01 | 11.11065939122110 |
| 1997-10-01 | 11.04974810047540 |
| 1997-11-01 | 11.06550314952490 |
| 1997-12-01 | 11.02067861414590 |
| 1998-01-01 | 11.42185749748110 |
| 1998-02-01 | 11.25043662585710 |
| 1998-03-01 | 11.19309463585320 |
| 1998-04-01 | 11.09904720806120 |
| 1998-05-01 | 10.75491043453860 |
| 1998-06-01 | 10.65142125610150 |
| 1998-07-01 | 10.73354171902200 |
| 1998-08-01 | 10.72584965147170 |
| 1998-09-01 | 10.63161536954630 |
| 1998-10-01 | 10.81160526671680 |
| 1998-11-01 | 10.74019833558510 |
| 1998-12-01 | 10.73722457813710 |
| 1999-01-01 | 10.85441706360150 |
| 1999-02-01 | 10.76733886264690 |
| 1999-03-01 | 10.83134107168700 |
| 1999-04-01 | 11.02883680960230 |
| 1999-05-01 | 10.94676984570010 |
| 1999-06-01 | 11.13100685647740 |
| 1999-07-01 | 10.91674088080020 |
| 1999-08-01 | 10.88587947785610 |
| 1999-09-01 | 10.72264159302390 |
| 1999-10-01 | 10.97822353909880 |
| 1999-11-01 | 10.91919182824930 |
| 1999-12-01 | 11.06504984155240 |
| 2000-01-01 | 10.99315059345310 |
| 2000-02-01 | 10.99603098860870 |
| 2000-03-01 | 10.95541999915770 |
| 2000-04-01 | 11.06362376494880 |
| 2000-05-01 | 11.53368398002090 |
| 2000-06-01 | 11.50632094628440 |
| 2000-07-01 | 11.60659765756470 |
| 2000-08-01 | 11.54821317794590 |
| 2000-09-01 | 11.88638501198960 |
| 2000-10-01 | 11.47523895186830 |
| 2000-11-01 | 11.51341869213210 |
| 2000-12-01 | 11.38839467542050 |
| 2001-01-01 | 11.41432566159340 |
| 2001-02-01 | 11.71999045102940 |
| 2001-03-01 | 11.56272211432860 |
| 2001-04-01 | 11.39998509664420 |
| 2001-05-01 | 11.31273398549210 |
| 2001-06-01 | 11.39245282993690 |
| 2001-07-01 | 11.40614024818740 |
| 2001-08-01 | 11.63749073652850 |
| 2001-09-01 | 11.43664357985230 |
| 2001-10-01 | 11.58226937594020 |
| 2001-11-01 | 11.71969965755060 |
| 2001-12-01 | 11.70533703909320 |
| 2002-01-01 | 11.52313202124720 |
| 2002-02-01 | 11.53901389265950 |
| 2002-03-01 | 11.55160074219420 |
| 2002-04-01 | 11.61309295923840 |
| 2002-05-01 | 11.68610327585290 |
| 2002-06-01 | 11.57700061009510 |
| 2002-07-01 | 11.63325558627660 |
| 2002-08-01 | 11.65262060550270 |
| 2002-09-01 | 11.79912081549840 |
| 2002-10-01 | 11.61352371899280 |
| 2002-11-01 | 11.42900512279020 |
| 2002-12-01 | 11.40277956926730 |
| 2003-01-01 | 11.70825247542080 |
| 2003-02-01 | 11.43648018536580 |
| 2003-03-01 | 11.22919404276750 |
| 2003-04-01 | 11.60786094854860 |
| 2003-05-01 | 11.76968818667380 |
| 2003-06-01 | 11.88043991705960 |
| 2003-07-01 | 11.96416712539770 |
| 2003-08-01 | 12.08529109344890 |
| 2003-09-01 | 12.18225089323190 |
| 2003-10-01 | 11.93611866754330 |
| 2003-11-01 | 12.04964427481810 |
| 2003-12-01 | 11.88881030509520 |
| 2004-01-01 | 13.07315602980020 |
| 2004-02-01 | 13.02425349877660 |
| 2004-03-01 | 13.01784855500550 |
| 2004-04-01 | 12.90117506607090 |
| 2004-05-01 | 12.65173031597070 |
| 2004-06-01 | 12.56619339445640 |
| 2004-07-01 | 12.60240523953030 |
| 2004-08-01 | 12.42368550558620 |
| 2004-09-01 | 12.58051864420550 |
| 2004-10-01 | 12.77714763449110 |
| 2004-11-01 | 12.66588965174070 |
| 2004-12-01 | 12.85997945623550 |
| 2005-01-01 | 12.82058259208310 |
| 2005-02-01 | 12.80292981385390 |
| 2005-03-01 | 12.91277862664330 |
| 2005-04-01 | 13.21070179170830 |
| 2005-05-01 | 13.14522323396820 |
| 2005-06-01 | 13.16443193830110 |
| 2005-07-01 | 12.91586403836270 |
| 2005-08-01 | 12.94645359152530 |
| 2005-09-01 | 12.69686218452860 |
| 2005-10-01 | 13.00725126266270 |
| 2005-11-01 | 13.18122879856130 |
| 2005-12-01 | 13.22961009464690 |
| 2006-01-01 | 13.17170225877630 |
| 2006-02-01 | 13.27732515759150 |
| 2006-03-01 | 13.41854126288540 |
| 2006-04-01 | 13.14397238727700 |
| 2006-05-01 | 13.03936161804360 |
| 2006-06-01 | 13.05807093132940 |
| 2006-07-01 | 13.21688175175900 |
| 2006-08-01 | 13.24585244213120 |
| 2006-09-01 | 13.22388028531410 |
| 2006-10-01 | 13.34007500808390 |
| 2006-11-01 | 13.27803174788920 |
| 2006-12-01 | 13.30439881623170 |
| 2007-01-01 | 13.33142112649010 |
| 2007-02-01 | 13.45405167429250 |
| 2007-03-01 | 13.41779062095690 |
| 2007-04-01 | 13.59149378376150 |
| 2007-05-01 | 13.75733840007900 |
| 2007-06-01 | 13.87563407720120 |
| 2007-07-01 | 13.68852186310230 |
| 2007-08-01 | 13.71645827751050 |
| 2007-09-01 | 13.84206976401020 |
| 2007-10-01 | 13.65176640953110 |
| 2007-11-01 | 13.68072353534920 |
| 2007-12-01 | 13.69435386643430 |
| 2008-01-01 | 13.80351311059880 |
| 2008-02-01 | 13.54674474412100 |
| 2008-03-01 | 13.81970293734820 |
| 2008-04-01 | 13.55090404064630 |
| 2008-05-01 | 13.47889697468230 |
| 2008-06-01 | 13.37946143947990 |
| 2008-07-01 | 13.44863279573200 |
| 2008-08-01 | 13.47273067181430 |
| 2008-09-01 | 13.33968619768110 |
| 2008-10-01 | 13.36827106360860 |
| 2008-11-01 | 13.39294147650510 |
| 2008-12-01 | 13.40342290960430 |
| 2009-01-01 | 13.38987472119180 |
| 2009-02-01 | 13.44404674804820 |
| 2009-03-01 | 13.30015510169130 |
| 2009-04-01 | 13.28771552452860 |
| 2009-05-01 | 13.41609872686080 |
| 2009-06-01 | 13.29750334298070 |
| 2009-07-01 | 13.30828962268790 |
| 2009-08-01 | 12.82645715671560 |
| 2009-09-01 | 13.13765153471890 |
| 2009-10-01 | 13.26678109029580 |
| 2009-11-01 | 13.31565479976830 |
| 2009-12-01 | 13.10690099558150 |
| 2010-01-01 | 13.08781634986770 |
| 2010-02-01 | 13.04527133210150 |
| 2010-03-01 | 12.98906524408360 |
| 2010-04-01 | 12.80809613360030 |
| 2010-05-01 | 12.64476618974530 |
| 2010-06-01 | 12.59820042325780 |
| 2010-07-01 | 12.59361663555790 |
| 2010-08-01 | 12.49539064696950 |
| 2010-09-01 | 12.53100759924980 |
| 2010-10-01 | 12.35806464883710 |
| 2010-11-01 | 12.33125257539740 |
| 2010-12-01 | 12.31400599832190 |
| 2011-01-01 | 12.29840678568000 |
| 2011-02-01 | 12.13941728585020 |
| 2011-03-01 | 12.27717283438700 |
| 2011-04-01 | 12.20351617471440 |
| 2011-05-01 | 12.17757220782170 |
| 2011-06-01 | 12.49599982636620 |
| 2011-07-01 | 12.59641916569520 |
| 2011-08-01 | 12.68418456862340 |
| 2011-09-01 | 12.72631225371540 |
| 2011-10-01 | 12.43512366417520 |
| 2011-11-01 | 12.34112116434570 |
| 2011-12-01 | 12.22389687395170 |
| 2012-01-01 | 12.40202167932850 |
| 2012-02-01 | 12.63233860032410 |
| 2012-03-01 | 12.67872383563230 |
| 2012-04-01 | 12.79575023652870 |
| 2012-05-01 | 12.79811870015540 |
| 2012-06-01 | 12.67967613405650 |
| 2012-07-01 | 12.71174626810630 |
| 2012-08-01 | 12.79747587041410 |
| 2012-09-01 | 12.71543563175200 |
| 2012-10-01 | 12.80367945087480 |
| 2012-11-01 | 12.84666797173160 |
| 2012-12-01 | 13.05151526682810 |
| 2013-01-01 | 13.00020625562980 |
| 2013-02-01 | 12.91943387383980 |
| 2013-03-01 | 12.88177278230040 |
| 2013-04-01 | 12.86924422525350 |
| 2013-05-01 | 12.81124608824940 |
| 2013-06-01 | 12.87056541879460 |
| 2013-07-01 | 12.83234616387500 |
| 2013-08-01 | 13.02837841323540 |
| 2013-09-01 | 13.11287488063980 |
| 2013-10-01 | 13.07530533429660 |
| 2013-11-01 | 13.13593046416910 |
| 2013-12-01 | 13.08470216648070 |
| 2014-01-01 | 12.98778857638390 |
| 2014-02-01 | 12.99937913651250 |
| 2014-03-01 | 12.98442548885410 |
| 2014-04-01 | 13.04848469117540 |
| 2014-05-01 | 13.32196360651980 |
| 2014-06-01 | 13.16466113130550 |
| 2014-07-01 | 13.05440794241110 |
| 2014-08-01 | 12.96646840853560 |
| 2014-09-01 | 12.91081025863000 |
| 2014-10-01 | 13.04514927037320 |
| 2014-11-01 | 13.00885919017170 |
| 2014-12-01 | 13.02509871592750 |
| 2015-01-01 | 13.08820411236240 |
| 2015-02-01 | 13.08249034470060 |
| 2015-03-01 | 13.08095217458880 |
| 2015-04-01 | 13.02406281219400 |
| 2015-05-01 | 13.12933102593940 |
| 2015-06-01 | 13.05474399861850 |
| 2015-07-01 | 13.17769960386520 |
| 2015-08-01 | 13.09626546034710 |
| 2015-09-01 | 13.21101194114370 |
| 2015-10-01 | 13.33233343082660 |
| 2015-11-01 | 13.18177657347920 |
| 2015-12-01 | 13.15566699280440 |
| 2016-01-01 | 13.38589083214520 |
| 2016-02-01 | 13.37979067773530 |
| 2016-03-01 | 13.36952879901860 |
| 2016-04-01 | 13.51609122531210 |
| 2016-05-01 | 13.42841829628680 |
| 2016-06-01 | 13.13951995158100 |
| 2016-07-01 | 13.69886100361660 |
| 2016-08-01 | 13.60583043061570 |
| 2016-09-01 | 13.80884547825190 |
| 2016-10-01 | 13.63096682911640 |
| 2016-11-01 | 13.77631801826300 |
| 2016-12-01 | 13.67115104828460 |
| 2017-01-01 | 13.68997932843600 |
| 2017-02-01 | 13.97826544080160 |
| 2017-03-01 | 13.96757593756510 |
| 2017-04-01 | 13.70369503976820 |
| 2017-05-01 | 13.61902161368850 |
| 2017-06-01 | 13.62499099797990 |
| 2017-07-01 | 13.61660589889040 |
| 2017-08-01 | 13.60043303453560 |
| 2017-09-01 | 13.61358905014490 |
| 2017-10-01 | 13.73854581427650 |
| 2017-11-01 | 13.78740187069890 |
| 2017-12-01 | 13.77165600387940 |
| 2018-01-01 | 13.68693116679240 |
| 2018-02-01 | 13.78162729125100 |
| 2018-03-01 | 13.86752425676930 |
| 2018-04-01 | 13.89715623061530 |
| 2018-05-01 | 13.91045594489270 |
| 2018-06-01 | 13.90533775412580 |
| 2018-07-01 | 13.82622034596920 |
| 2018-08-01 | 13.99083025264250 |
| 2018-09-01 | 13.92971491692780 |
| 2018-10-01 | 13.84282109064120 |
| 2018-11-01 | 13.91031230894040 |
| 2018-12-01 | 13.85980585738790 |
| 2019-01-01 | 13.89234306588730 |
| 2019-02-01 | 13.78132446314760 |
| 2019-03-01 | 13.86994837632670 |
| 2019-04-01 | 13.78392295459430 |
| 2019-05-01 | 13.90998344675320 |
| 2019-06-01 | 13.88245945561130 |
| 2019-07-01 | 13.71216745130040 |
| 2019-08-01 | 13.79003214359860 |
| 2019-09-01 | 13.76396253061830 |
| 2019-10-01 | 13.64110514127330 |
| 2019-11-01 | 13.64041074665240 |
| 2019-12-01 | 13.74852137227560 |
| 2020-01-01 | 13.69134834129920 |
| 2020-02-01 | 13.78724880357680 |
| 2020-03-01 | 13.47261951554250 |
| 2020-04-01 | 7.16620931743270 |
| 2020-05-01 | 8.00694077204993 |
| 2020-06-01 | 9.45627736423679 |
| 2020-07-01 | 10.77802932167460 |
| 2020-08-01 | 10.79862937920180 |
| 2020-09-01 | 10.91050195153800 |
| 2020-10-01 | 11.04195358772620 |
| 2020-11-01 | 10.87847394337610 |
| 2020-12-01 | 9.23967133048665 |
| 2021-01-01 | 9.38782264769189 |
| 2021-02-01 | 10.68238012060300 |
| 2021-03-01 | 10.77640263255210 |
| 2021-04-01 | 10.84122718388320 |
| 2021-05-01 | 10.91229104007220 |
| 2021-06-01 | 11.03772096484190 |
| 2021-07-01 | 11.82990847444720 |
| 2021-08-01 | 11.91317699555260 |
| 2021-09-01 | 11.55208863344250 |
| 2021-10-01 | 12.04919547917790 |
| 2021-11-01 | 12.30871005819410 |
| 2021-12-01 | 12.23297914755230 |
| 2022-01-01 | 12.18412888681520 |
| 2022-02-01 | 12.48853535335140 |
| 2022-03-01 | 12.57366001966440 |
| 2022-04-01 | 12.52169140527020 |
| 2022-05-01 | 12.41666743668030 |
| 2022-06-01 | 12.32237092444170 |
| 2022-07-01 | 12.67921671483290 |
| 2022-08-01 | 12.61313624931820 |
| 2022-09-01 | 12.59576249922410 |
| 2022-10-01 | 12.96940670181270 |
| 2022-11-01 | 13.02561510820210 |
| 2022-12-01 | 13.12601876449520 |
| 2023-01-01 | 13.19129968275760 |
| 2023-02-01 | 13.18932133738180 |
| 2023-03-01 | 13.26237985670080 |
| 2023-04-01 | 13.51357288419500 |
| 2023-05-01 | 13.52038852012560 |
| 2023-06-01 | 13.51911552152650 |
| 2023-07-01 | 13.44086388098870 |
| 2023-08-01 | 13.40284277536830 |
| 2023-09-01 | 13.32033356767750 |
| 2023-10-01 | 13.09132091862390 |
| 2023-11-01 | 13.23262877281910 |
| 2023-12-01 | 13.21759913909670 |
| 2024-01-01 | 13.29404782644520 |
| 2024-02-01 | 13.30533979992350 |
| 2024-03-01 | 13.25845990763230 |
| 2024-04-01 | 13.21623686883800 |
| 2024-05-01 | 13.21188375678960 |
| 2024-06-01 | 13.21713225275490 |
| 2024-07-01 | 13.11852275418240 |
| 2024-08-01 | 13.07918628918800 |
| 2024-09-01 | 13.13197367481830 |
| 2024-10-01 | 13.01655806398230 |
| 2024-11-01 | 13.03816919059290 |
| 2024-12-01 | 13.11327274121590 |
| 2025-01-01 | 12.99465773777840 |
| 2025-02-01 | 12.90949117511120 |
| 2025-03-01 | 12.95880161534490 |
| 2025-04-01 | 12.72722279058130 |
| 2025-05-01 | 12.90328728237750 |
| 2025-06-01 | 12.92136024789590 |
| 2025-07-01 | 13.11003406831760 |
| 2025-08-01 | 13.16190742227980 |
| 2025-09-01 | 13.02561699159990 |