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Table Data - All Employees: Leisure and Hospitality in Kalamazoo-Portage, MI (MSA)

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

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 2024-05-01
Last Updated 2024-06-26 5:09 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 10.404394626066800
1990-02-01 10.532982696904600
1990-03-01 10.264817984129600
1990-04-01 10.799337508293100
1990-05-01 10.970914874825500
1990-06-01 11.000106137238300
1990-07-01 10.860174070367698
1990-08-01 10.827646297387000
1990-09-01 10.797289795159301
1990-10-01 10.611888527361900
1990-11-01 10.759893235848200
1990-12-01 10.666934616988900
1991-01-01 10.616339555880500
1991-02-01 10.532719030674100
1991-03-01 10.574711357354198
1991-04-01 10.489658780328500
1991-05-01 10.567930760596500
1991-06-01 10.599420816873900
1991-07-01 10.552619429965699
1991-08-01 10.608139910422901
1991-09-01 10.682578948584501
1991-10-01 10.915608909519400
1991-11-01 10.978687466845699
1991-12-01 11.078610277990300
1992-01-01 11.046338388422999
1992-02-01 10.936817497600900
1992-03-01 10.887694917928400
1992-04-01 10.777037006766800
1992-05-01 10.663696362906400
1992-06-01 10.688069886916600
1992-07-01 10.821192641455701
1992-08-01 10.672284364139400
1992-09-01 10.565960164548600
1992-10-01 10.820459507726400
1992-11-01 10.817417600407698
1992-12-01 10.788309679960600
1993-01-01 10.991471273453800
1993-02-01 11.153696141051100
1993-03-01 11.212357340046600
1993-04-01 11.373980556168199
1993-05-01 11.243029083679499
1993-06-01 11.157677111610802
1993-07-01 11.174673095228501
1993-08-01 11.330622501338300
1993-09-01 11.360464397852700
1993-10-01 11.222912603320500
1993-11-01 11.147730882934900
1993-12-01 11.091547221465700
1994-01-01 11.362459326066501
1994-02-01 11.384120014633998
1994-03-01 11.343844530553902
1994-04-01 11.472486787187500
1994-05-01 11.403268466899100
1994-06-01 11.423197800909500
1994-07-01 11.431585080536900
1994-08-01 11.476437987679999
1994-09-01 11.758591998446601
1994-10-01 11.529729005694401
1994-11-01 11.584072457612200
1994-12-01 11.594273986894800
1995-01-01 11.623401571893199
1995-02-01 11.809815228775700
1995-03-01 11.975976833604697
1995-04-01 12.076271291066401
1995-05-01 12.161237280908900
1995-06-01 12.387149875766400
1995-07-01 12.500824861849802
1995-08-01 12.436844066704800
1995-09-01 12.476076761398499
1995-10-01 12.321012036559000
1995-11-01 12.495688193117699
1995-12-01 12.798100624252500
1996-01-01 12.674133537484900
1996-02-01 12.630852311444599
1996-03-01 12.703746830371198
1996-04-01 12.579098088819899
1996-05-01 12.932734238940000
1996-06-01 12.948641026070499
1996-07-01 12.892878595996999
1996-08-01 12.913293627236200
1996-09-01 12.799959792653599
1996-10-01 13.097289953624700
1996-11-01 13.200385962585301
1996-12-01 13.194725933105400
1997-01-01 12.894612621047001
1997-02-01 12.942345201553400
1997-03-01 13.034546409441099
1997-04-01 13.204096964454400
1997-05-01 13.313470764428400
1997-06-01 13.214355967945002
1997-07-01 13.391510703631400
1997-08-01 13.507321566531100
1997-09-01 13.420057917808899
1997-10-01 13.056310620586100
1997-11-01 13.178719036291803
1997-12-01 13.105690322213599
1998-01-01 13.512375182819400
1998-02-01 13.350859969508400
1998-03-01 13.368401440847100
1998-04-01 13.026229532876899
1998-05-01 12.709149686620900
1998-06-01 12.586820180562300
1998-07-01 12.600824296596100
1998-08-01 12.493413495743802
1998-09-01 12.412784203868801
1998-10-01 12.626565050156000
1998-11-01 12.553192140304400
1998-12-01 12.624743132126401
1999-01-01 12.817594208202400
1999-02-01 12.855935341651099
1999-03-01 12.901116219205600
1999-04-01 13.069289560181598
1999-05-01 12.908642345741000
1999-06-01 13.067991857583802
1999-07-01 12.804843751438598
1999-08-01 12.873494802828500
1999-09-01 12.583398454017699
1999-10-01 13.105592547936599
1999-11-01 13.024005841485900
1999-12-01 13.143614825108099
2000-01-01 13.026790099621598
2000-02-01 13.077674364142300
2000-03-01 13.125048049946400
2000-04-01 13.212076565546598
2000-05-01 13.614754582861000
2000-06-01 13.643076858735100
2000-07-01 13.807991680946401
2000-08-01 13.747670902960800
2000-09-01 13.840332034480600
2000-10-01 13.715979518108599
2000-11-01 13.804870411926900
2000-12-01 13.641604166894698
2001-01-01 13.433805111403000
2001-02-01 13.804739360963302
2001-03-01 13.727287791084200
2001-04-01 13.757615175397301
2001-05-01 13.610486341348400
2001-06-01 13.732027787649800
2001-07-01 13.711012655542700
2001-08-01 14.036562531837700
2001-09-01 13.704436590085600
2001-10-01 13.835567038642800
2001-11-01 13.992624496541200
2001-12-01 13.926786622810600
2002-01-01 13.640159343980000
2002-02-01 13.832692158408900
2002-03-01 13.810257833847402
2002-04-01 13.762378109903700
2002-05-01 14.009053658665900
2002-06-01 13.925908627887900
2002-07-01 14.034230975225698
2002-08-01 14.145026879666500
2002-09-01 14.088540670356900
2002-10-01 13.972027513709200
2002-11-01 13.788138441270000
2002-12-01 13.801582406606698
2003-01-01 14.030630956085100
2003-02-01 13.728679837471300
2003-03-01 13.572430219691801
2003-04-01 13.850843633154000
2003-05-01 14.016842108265400
2003-06-01 14.141712069576302
2003-07-01 14.262231157664198
2003-08-01 14.371151622875098
2003-09-01 14.390973929339900
2003-10-01 14.197233517621000
2003-11-01 14.300093507079302
2003-12-01 14.271837713978600
2004-01-01 15.305396942969000
2004-02-01 15.309498858872000
2004-03-01 15.341193389004600
2004-04-01 15.226853958238099
2004-05-01 14.924517469022600
2004-06-01 14.845952553652500
2004-07-01 14.800432464636800
2004-08-01 14.712067932481402
2004-09-01 14.804235327903200
2004-10-01 15.126399830015600
2004-11-01 15.005690942150700
2004-12-01 15.134505052026801
2005-01-01 15.072272060650900
2005-02-01 15.080140827473400
2005-03-01 15.211647684198900
2005-04-01 15.425561951836600
2005-05-01 15.438419776487400
2005-06-01 15.465559698511200
2005-07-01 15.211595516460200
2005-08-01 15.241131680614300
2005-09-01 15.027595001216600
2005-10-01 15.338313778424200
2005-11-01 15.501811812657099
2005-12-01 15.504428714878399
2006-01-01 15.538885163631301
2006-02-01 15.658572847435801
2006-03-01 15.709309427686500
2006-04-01 15.449872001142001
2006-05-01 15.349555037753800
2006-06-01 15.371390388391200
2006-07-01 15.501656902839300
2006-08-01 15.547026291536500
2006-09-01 15.559611222963701
2006-10-01 15.546138901827400
2006-11-01 15.479876460136600
2006-12-01 15.582020909638500
2007-01-01 15.617127592008400
2007-02-01 15.740142889399399
2007-03-01 15.707697371821899
2007-04-01 15.913253183528000
2007-05-01 16.079880023103200
2007-06-01 16.287328487954902
2007-07-01 15.952796640060502
2007-08-01 16.011831016302400
2007-09-01 16.178022851651498
2007-10-01 16.038176595755402
2007-11-01 16.074202362642000
2007-12-01 16.076325019344598
2008-01-01 16.107281249912500
2008-02-01 15.940739008190300
2008-03-01 16.117694540842300
2008-04-01 15.894295439919400
2008-05-01 15.805255591028098
2008-06-01 15.680656597289900
2008-07-01 15.783757158104802
2008-08-01 15.757116268807400
2008-09-01 15.579888002515200
2008-10-01 15.638086598893500
2008-11-01 15.691023082496600
2008-12-01 15.588488117547400
2009-01-01 15.617667678513401
2009-02-01 15.547035660490500
2009-03-01 15.401389085869500
2009-04-01 15.454849289403501
2009-05-01 15.639228517987100
2009-06-01 15.475053280562500
2009-07-01 15.414817831937098
2009-08-01 14.994139089880700
2009-09-01 15.286120997261800
2009-10-01 15.428634380198400
2009-11-01 15.426618852984200
2009-12-01 15.305062272235599
2010-01-01 15.136759436431800
2010-02-01 15.159471027694499
2010-03-01 15.101370371440401
2010-04-01 14.883173743325800
2010-05-01 14.748331781474500
2010-06-01 14.744589456122000
2010-07-01 14.776365931576400
2010-08-01 14.644058327464800
2010-09-01 14.686261138463800
2010-10-01 14.529006048368199
2010-11-01 14.472248460659900
2010-12-01 14.423617944645800
2011-01-01 14.469020269883599
2011-02-01 14.362089528520300
2011-03-01 14.390855792535100
2011-04-01 14.280806589741500
2011-05-01 14.254211950828000
2011-06-01 14.509014968747199
2011-07-01 14.660703672168800
2011-08-01 14.811390429508100
2011-09-01 14.886950285236800
2011-10-01 14.527926364608400
2011-11-01 14.420043737614500
2011-12-01 14.248624537250800
2012-01-01 14.590738263618500
2012-02-01 14.753612605126800
2012-03-01 14.897091083283598
2012-04-01 15.063806187388401
2012-05-01 14.943495244283500
2012-06-01 14.866144435721700
2012-07-01 14.862686157911500
2012-08-01 15.004466542597001
2012-09-01 14.883593714979300
2012-10-01 15.025212101143700
2012-11-01 15.060289739931400
2012-12-01 15.179494966804100
2013-01-01 15.207594238800600
2013-02-01 15.141950212838600
2013-03-01 15.097505607807600
2013-04-01 15.229146692114599
2013-05-01 15.234832831718600
2013-06-01 15.236986165400099
2013-07-01 15.169935684170100
2013-08-01 15.312168128666000
2013-09-01 15.394277337926400
2013-10-01 15.220766967435100
2013-11-01 15.271782981707700
2013-12-01 15.314568587705601
2014-01-01 15.212953373542400
2014-02-01 15.218595423164698
2014-03-01 15.305418624285400
2014-04-01 15.300112847530698
2014-05-01 15.534123166112800
2014-06-01 15.418012268846800
2014-07-01 15.278649654937300
2014-08-01 15.226470912666302
2014-09-01 15.203543786252599
2014-10-01 15.508462808230801
2014-11-01 15.360536857587800
2014-12-01 15.350773174136600
2015-01-01 15.426655102131200
2015-02-01 15.498954502328000
2015-03-01 15.406752713688700
2015-04-01 15.373917098406599
2015-05-01 15.444545510949500
2015-06-01 15.403957599909900
2015-07-01 15.485799834769300
2015-08-01 15.431819924469302
2015-09-01 15.515420141196100
2015-10-01 15.597189880966000
2015-11-01 15.543692877270802
2015-12-01 15.390262365274301
2016-01-01 15.825121942860200
2016-02-01 15.681028857747400
2016-03-01 15.706445326531698
2016-04-01 15.869572392169001
2016-05-01 15.857949641525499
2016-06-01 15.593383111875100
2016-07-01 16.091649748804800
2016-08-01 16.025234033798000
2016-09-01 16.115773322386000
2016-10-01 15.987677854943000
2016-11-01 16.146400204362300
2016-12-01 15.812828059737502
2017-01-01 16.011915977097700
2017-02-01 16.273855593378900
2017-03-01 16.215528901760500
2017-04-01 16.065941782003300
2017-05-01 15.968101415072600
2017-06-01 15.990008153524899
2017-07-01 16.001133360900500
2017-08-01 16.013281925668600
2017-09-01 16.016296688152302
2017-10-01 16.171731606560600
2017-11-01 16.352995235593900
2017-12-01 16.123260328189097
2018-01-01 16.090344258246800
2018-02-01 16.178653491851000
2018-03-01 16.226312848227200
2018-04-01 16.361686708296098
2018-05-01 16.382912165230700
2018-06-01 16.398276675566198
2018-07-01 16.309556693732200
2018-08-01 16.497431013135700
2018-09-01 16.323272881699100
2018-10-01 16.238470206138700
2018-11-01 16.258871315531200
2018-12-01 16.217767698140303
2019-01-01 16.381558278362500
2019-02-01 16.295609029670402
2019-03-01 16.348188487815900
2019-04-01 16.241922912490700
2019-05-01 16.395524967787000
2019-06-01 16.410720756475800
2019-07-01 16.200628658335500
2019-08-01 16.183352550948698
2019-09-01 16.257578727108500
2019-10-01 15.996001815400400
2019-11-01 15.959695911465301
2019-12-01 16.213216916226898
2020-01-01 16.176781467452900
2020-02-01 16.118281166153100
2020-03-01 15.772900979836200
2020-04-01 8.415089080062570
2020-05-01 9.294521980722381
2020-06-01 11.223640733440100
2020-07-01 12.570412611989100
2020-08-01 12.581465073267000
2020-09-01 13.011529470519000
2020-10-01 13.060104565784800
2020-11-01 13.062034321788499
2020-12-01 10.995986062395598
2021-01-01 11.187083095296600
2021-02-01 12.631431056037400
2021-03-01 12.900257423401198
2021-04-01 13.089814629039000
2021-05-01 13.083395191722800
2021-06-01 13.329190957609999
2021-07-01 13.925627850696700
2021-08-01 13.990384717475100
2021-09-01 13.864828699178400
2021-10-01 14.344618276108802
2021-11-01 14.456548473260801
2021-12-01 14.489770700546599
2022-01-01 14.507547234090800
2022-02-01 14.742578931189199
2022-03-01 14.809824593943699
2022-04-01 14.967230776403100
2022-05-01 14.863755444574500
2022-06-01 14.929668075167802
2022-07-01 15.083926550246500
2022-08-01 15.096457059260700
2022-09-01 15.018395363467100
2022-10-01 15.243850107052800
2022-11-01 15.347798948915601
2022-12-01 15.484693455862100
2023-01-01 15.640402862486901
2023-02-01 15.640884457385600
2023-03-01 15.712444936562200
2023-04-01 15.953806447456600
2023-05-01 16.039166868979400
2023-06-01 16.321490160755000
2023-07-01 15.956299913807600
2023-08-01 15.796667420350001
2023-09-01 15.756532437382200
2023-10-01 15.459452073196500
2023-11-01 15.744711304147401
2023-12-01 15.787311320744600
2024-01-01 15.654289131850100
2024-02-01 15.741137551921700
2024-03-01 15.712480064383900
2024-04-01 15.549780787882199
2024-05-01 15.709296058794902

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