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 2024-10-01 |
| Last Updated | 2024-11-20 5:21 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 | 10.404394628150500 |
| 1990-02-01 | 10.532982677604801 |
| 1990-03-01 | 10.264817934483801 |
| 1990-04-01 | 10.799337166577198 |
| 1990-05-01 | 10.970914789237401 |
| 1990-06-01 | 11.000106070402500 |
| 1990-07-01 | 10.860174047713500 |
| 1990-08-01 | 10.827646329888001 |
| 1990-09-01 | 10.797290012438200 |
| 1990-10-01 | 10.611888647007001 |
| 1990-11-01 | 10.759893366451600 |
| 1990-12-01 | 10.666934749256000 |
| 1991-01-01 | 10.616339586050099 |
| 1991-02-01 | 10.532719014485900 |
| 1991-03-01 | 10.574711279816698 |
| 1991-04-01 | 10.489658323236400 |
| 1991-05-01 | 10.567930609790000 |
| 1991-06-01 | 10.599420687373500 |
| 1991-07-01 | 10.552619372397801 |
| 1991-08-01 | 10.608139948082100 |
| 1991-09-01 | 10.682579528431699 |
| 1991-10-01 | 10.915609095989803 |
| 1991-11-01 | 10.978687666743300 |
| 1991-12-01 | 11.078610453483900 |
| 1992-01-01 | 11.046338389853500 |
| 1992-02-01 | 10.936817340854200 |
| 1992-03-01 | 10.887694610658000 |
| 1992-04-01 | 10.777036208907000 |
| 1992-05-01 | 10.663695972006300 |
| 1992-06-01 | 10.688069663029600 |
| 1992-07-01 | 10.821192750077500 |
| 1992-08-01 | 10.672284771750200 |
| 1992-09-01 | 10.565961435434400 |
| 1992-10-01 | 10.820460658244300 |
| 1992-11-01 | 10.817417677489200 |
| 1992-12-01 | 10.788309563126099 |
| 1993-01-01 | 10.991470672940700 |
| 1993-02-01 | 11.153695408246300 |
| 1993-03-01 | 11.212356659797500 |
| 1993-04-01 | 11.373977886634700 |
| 1993-05-01 | 11.243028895026299 |
| 1993-06-01 | 11.157677351240200 |
| 1993-07-01 | 11.174674156747100 |
| 1993-08-01 | 11.330624233898499 |
| 1993-09-01 | 11.360467069973700 |
| 1993-10-01 | 11.222915353848900 |
| 1993-11-01 | 11.147731067610600 |
| 1993-12-01 | 11.091546679183500 |
| 1994-01-01 | 11.362454368806901 |
| 1994-02-01 | 11.384118444284600 |
| 1994-03-01 | 11.343843442729400 |
| 1994-04-01 | 11.472482370318300 |
| 1994-05-01 | 11.403268670988300 |
| 1994-06-01 | 11.423198608692500 |
| 1994-07-01 | 11.431587498605301 |
| 1994-08-01 | 11.476441808855600 |
| 1994-09-01 | 11.758596682397098 |
| 1994-10-01 | 11.529737692702700 |
| 1994-11-01 | 11.584076122765000 |
| 1994-12-01 | 11.594275300138099 |
| 1995-01-01 | 11.623371005751000 |
| 1995-02-01 | 11.809817332358902 |
| 1995-03-01 | 11.975977959835100 |
| 1995-04-01 | 12.076267017255000 |
| 1995-05-01 | 12.161238837536400 |
| 1995-06-01 | 12.387152210424599 |
| 1995-07-01 | 12.500829578680301 |
| 1995-08-01 | 12.436851046857100 |
| 1995-09-01 | 12.476084794971301 |
| 1995-10-01 | 12.321026678303400 |
| 1995-11-01 | 12.495695078416300 |
| 1995-12-01 | 12.798102301139600 |
| 1996-01-01 | 12.674075247115800 |
| 1996-02-01 | 12.630855694409000 |
| 1996-03-01 | 12.703747927225900 |
| 1996-04-01 | 12.579094188735200 |
| 1996-05-01 | 12.932736740487002 |
| 1996-06-01 | 12.948645711026600 |
| 1996-07-01 | 12.892888429854200 |
| 1996-08-01 | 12.913307973433199 |
| 1996-09-01 | 12.799980823477302 |
| 1996-10-01 | 13.097311755645098 |
| 1996-11-01 | 13.200393264721502 |
| 1996-12-01 | 13.194721447319300 |
| 1997-01-01 | 12.894521493328100 |
| 1997-02-01 | 12.942341566956301 |
| 1997-03-01 | 13.034541653859000 |
| 1997-04-01 | 13.204091359433000 |
| 1997-05-01 | 13.313475771848301 |
| 1997-06-01 | 13.214367139785200 |
| 1997-07-01 | 13.391535112994099 |
| 1997-08-01 | 13.507357008867200 |
| 1997-09-01 | 13.420105435180700 |
| 1997-10-01 | 13.056346190566700 |
| 1997-11-01 | 13.178730779919400 |
| 1997-12-01 | 13.105680456378801 |
| 1998-01-01 | 13.512187404862098 |
| 1998-02-01 | 13.350844880377900 |
| 1998-03-01 | 13.368389182501700 |
| 1998-04-01 | 13.026224209653401 |
| 1998-05-01 | 12.709159152116100 |
| 1998-06-01 | 12.586840164064501 |
| 1998-07-01 | 12.600873841688001 |
| 1998-08-01 | 12.493483754231100 |
| 1998-09-01 | 12.412886625602800 |
| 1998-10-01 | 12.626651458669300 |
| 1998-11-01 | 12.553252472119300 |
| 1998-12-01 | 12.624773945513502 |
| 1999-01-01 | 12.817053645471098 |
| 1999-02-01 | 12.855940416296400 |
| 1999-03-01 | 12.901115950459800 |
| 1999-04-01 | 13.069293623126303 |
| 1999-05-01 | 12.908659444435198 |
| 1999-06-01 | 13.068023897011500 |
| 1999-07-01 | 12.804926853863900 |
| 1999-08-01 | 12.873618996925199 |
| 1999-09-01 | 12.583582359699900 |
| 1999-10-01 | 13.105775770128900 |
| 1999-11-01 | 13.024175837525300 |
| 1999-12-01 | 13.143752594750302 |
| 2000-01-01 | 13.025602277654800 |
| 2000-02-01 | 13.077738478360601 |
| 2000-03-01 | 13.125092534848301 |
| 2000-04-01 | 13.212095524668600 |
| 2000-05-01 | 13.614776665065700 |
| 2000-06-01 | 13.643115240509500 |
| 2000-07-01 | 13.808094872117300 |
| 2000-08-01 | 13.747836632505901 |
| 2000-09-01 | 13.840601709173000 |
| 2000-10-01 | 13.716295668910401 |
| 2000-11-01 | 13.805238354812401 |
| 2000-12-01 | 13.642010946369501 |
| 2001-01-01 | 13.431859810732698 |
| 2001-02-01 | 13.804746420648300 |
| 2001-03-01 | 13.727323721954999 |
| 2001-04-01 | 13.757635211217101 |
| 2001-05-01 | 13.610523732092302 |
| 2001-06-01 | 13.732096645778300 |
| 2001-07-01 | 13.711154149621000 |
| 2001-08-01 | 14.036781087798099 |
| 2001-09-01 | 13.704784780666900 |
| 2001-10-01 | 13.835971055343500 |
| 2001-11-01 | 13.993169441031402 |
| 2001-12-01 | 13.927427915288698 |
| 2002-01-01 | 13.637709321563099 |
| 2002-02-01 | 13.832595160545600 |
| 2002-03-01 | 13.810246171301100 |
| 2002-04-01 | 13.762373539282200 |
| 2002-05-01 | 14.009094231331000 |
| 2002-06-01 | 13.926003853958800 |
| 2002-07-01 | 14.034401507936499 |
| 2002-08-01 | 14.145273139092000 |
| 2002-09-01 | 14.088929611770402 |
| 2002-10-01 | 13.972474629846700 |
| 2002-11-01 | 13.788806254686800 |
| 2002-12-01 | 13.802404193020600 |
| 2003-01-01 | 14.028070654916199 |
| 2003-02-01 | 13.728419920513500 |
| 2003-03-01 | 13.572297747241800 |
| 2003-04-01 | 13.850812661041699 |
| 2003-05-01 | 14.016889657125800 |
| 2003-06-01 | 14.141839560391901 |
| 2003-07-01 | 14.262430953434000 |
| 2003-08-01 | 14.371415018791700 |
| 2003-09-01 | 14.391358450021100 |
| 2003-10-01 | 14.197639628835800 |
| 2003-11-01 | 14.300744687568299 |
| 2003-12-01 | 14.272629308087900 |
| 2004-01-01 | 15.303181070971197 |
| 2004-02-01 | 15.309159323004199 |
| 2004-03-01 | 15.340970638737400 |
| 2004-04-01 | 15.226793398167300 |
| 2004-05-01 | 14.924549844478701 |
| 2004-06-01 | 14.846090966272198 |
| 2004-07-01 | 14.800634077638900 |
| 2004-08-01 | 14.712293351665402 |
| 2004-09-01 | 14.804552578318999 |
| 2004-10-01 | 15.126719074355302 |
| 2004-11-01 | 15.006240415657198 |
| 2004-12-01 | 15.135194824925302 |
| 2005-01-01 | 15.070732295428100 |
| 2005-02-01 | 15.079706863142400 |
| 2005-03-01 | 15.211311681081300 |
| 2005-04-01 | 15.425487759947698 |
| 2005-05-01 | 15.438449816274100 |
| 2005-06-01 | 15.465708917556801 |
| 2005-07-01 | 15.211802182399001 |
| 2005-08-01 | 15.241319022270200 |
| 2005-09-01 | 15.027826333185502 |
| 2005-10-01 | 15.338494591671300 |
| 2005-11-01 | 15.502159014075902 |
| 2005-12-01 | 15.504846634408300 |
| 2006-01-01 | 15.538127341060100 |
| 2006-02-01 | 15.658191149258402 |
| 2006-03-01 | 15.708960914099801 |
| 2006-04-01 | 15.449793964939001 |
| 2006-05-01 | 15.349566301151800 |
| 2006-06-01 | 15.371518149022600 |
| 2006-07-01 | 15.501839472166400 |
| 2006-08-01 | 15.547153605883999 |
| 2006-09-01 | 15.559749825961198 |
| 2006-10-01 | 15.546223369670802 |
| 2006-11-01 | 15.480044593956801 |
| 2006-12-01 | 15.582208999176600 |
| 2007-01-01 | 15.616906953542399 |
| 2007-02-01 | 15.739872984118900 |
| 2007-03-01 | 15.707386199615900 |
| 2007-04-01 | 15.913204739441800 |
| 2007-05-01 | 16.079889024147500 |
| 2007-06-01 | 16.287424229422900 |
| 2007-07-01 | 15.952940085931802 |
| 2007-08-01 | 16.011913188618802 |
| 2007-09-01 | 16.178094928620400 |
| 2007-10-01 | 16.038202681448500 |
| 2007-11-01 | 16.074241972804200 |
| 2007-12-01 | 16.076336611866697 |
| 2008-01-01 | 16.107266604097600 |
| 2008-02-01 | 15.940642931167100 |
| 2008-03-01 | 16.117511388629502 |
| 2008-04-01 | 15.894274931051700 |
| 2008-05-01 | 15.805252424840300 |
| 2008-06-01 | 15.680711710671700 |
| 2008-07-01 | 15.783846246624900 |
| 2008-08-01 | 15.757146889079900 |
| 2008-09-01 | 15.579909295977800 |
| 2008-10-01 | 15.638101012225700 |
| 2008-11-01 | 15.691029656493600 |
| 2008-12-01 | 15.588488521853400 |
| 2009-01-01 | 15.617664999104500 |
| 2009-02-01 | 15.546999050620501 |
| 2009-03-01 | 15.401283711483801 |
| 2009-04-01 | 15.454854584373699 |
| 2009-05-01 | 15.639231841859300 |
| 2009-06-01 | 15.475084501293800 |
| 2009-07-01 | 15.414870037966098 |
| 2009-08-01 | 14.994152089342300 |
| 2009-09-01 | 15.286126679430598 |
| 2009-10-01 | 15.428632650432197 |
| 2009-11-01 | 15.426613328735800 |
| 2009-12-01 | 15.305054953794300 |
| 2010-01-01 | 15.136752993499900 |
| 2010-02-01 | 15.159465132548801 |
| 2010-03-01 | 15.101329741893300 |
| 2010-04-01 | 14.883180855735700 |
| 2010-05-01 | 14.748330018752998 |
| 2010-06-01 | 14.744602090085301 |
| 2010-07-01 | 14.776392442858600 |
| 2010-08-01 | 14.644068007922803 |
| 2010-09-01 | 14.686266738217402 |
| 2010-10-01 | 14.529004325004600 |
| 2010-11-01 | 14.472241766825800 |
| 2010-12-01 | 14.423608675662502 |
| 2011-01-01 | 14.469011830378099 |
| 2011-02-01 | 14.362082189321699 |
| 2011-03-01 | 14.390833060202100 |
| 2011-04-01 | 14.280821418626900 |
| 2011-05-01 | 14.254209442887499 |
| 2011-06-01 | 14.509024181896100 |
| 2011-07-01 | 14.660721887915999 |
| 2011-08-01 | 14.811411000871400 |
| 2011-09-01 | 14.886969336492100 |
| 2011-10-01 | 14.527902890792800 |
| 2011-11-01 | 14.420031596876200 |
| 2011-12-01 | 14.248606997115800 |
| 2012-01-01 | 14.590722823595800 |
| 2012-02-01 | 14.753603122112000 |
| 2012-03-01 | 14.897089567371099 |
| 2012-04-01 | 15.063826609669000 |
| 2012-05-01 | 14.943486391764600 |
| 2012-06-01 | 14.866151946032300 |
| 2012-07-01 | 14.862701593339699 |
| 2012-08-01 | 15.004491152102700 |
| 2012-09-01 | 14.883629713974800 |
| 2012-10-01 | 15.025188770065300 |
| 2012-11-01 | 15.060314036520401 |
| 2012-12-01 | 15.179484190981600 |
| 2013-01-01 | 15.207428294623401 |
| 2013-02-01 | 15.141992264020200 |
| 2013-03-01 | 15.097541653461200 |
| 2013-04-01 | 15.229184141315300 |
| 2013-05-01 | 15.234806847763900 |
| 2013-06-01 | 15.237002678156300 |
| 2013-07-01 | 15.169927064675800 |
| 2013-08-01 | 15.312186447799098 |
| 2013-09-01 | 15.394336434022401 |
| 2013-10-01 | 15.220764227379197 |
| 2013-11-01 | 15.271864443606802 |
| 2013-12-01 | 15.314492454353699 |
| 2014-01-01 | 15.212598101302700 |
| 2014-02-01 | 15.218772687835500 |
| 2014-03-01 | 15.305661661441901 |
| 2014-04-01 | 15.300099536018300 |
| 2014-05-01 | 15.534035660660200 |
| 2014-06-01 | 15.417992382761400 |
| 2014-07-01 | 15.278578995723901 |
| 2014-08-01 | 15.226417259859700 |
| 2014-09-01 | 15.203502534226999 |
| 2014-10-01 | 15.508326668341100 |
| 2014-11-01 | 15.361470481583300 |
| 2014-12-01 | 15.350418255148199 |
| 2015-01-01 | 15.425942660239000 |
| 2015-02-01 | 15.499165753355500 |
| 2015-03-01 | 15.407180902529399 |
| 2015-04-01 | 15.373877164067900 |
| 2015-05-01 | 15.444448136605802 |
| 2015-06-01 | 15.403940248370098 |
| 2015-07-01 | 15.485648894483900 |
| 2015-08-01 | 15.431838599136200 |
| 2015-09-01 | 15.515193365730400 |
| 2015-10-01 | 15.596818717028400 |
| 2015-11-01 | 15.545362206473800 |
| 2015-12-01 | 15.389546997101801 |
| 2016-01-01 | 15.824151922502400 |
| 2016-02-01 | 15.681223011047802 |
| 2016-03-01 | 15.707143834022999 |
| 2016-04-01 | 15.869703958229302 |
| 2016-05-01 | 15.858080912265699 |
| 2016-06-01 | 15.593462240323500 |
| 2016-07-01 | 16.091380046051302 |
| 2016-08-01 | 16.025149914851600 |
| 2016-09-01 | 16.115085374079800 |
| 2016-10-01 | 15.986815509342199 |
| 2016-11-01 | 16.148590184074600 |
| 2016-12-01 | 15.812078275565200 |
| 2017-01-01 | 16.010447599495400 |
| 2017-02-01 | 16.273481685231303 |
| 2017-03-01 | 16.217309660986900 |
| 2017-04-01 | 16.066248483684800 |
| 2017-05-01 | 15.969117860842200 |
| 2017-06-01 | 15.991485873354199 |
| 2017-07-01 | 16.001286103905800 |
| 2017-08-01 | 16.013347638828098 |
| 2017-09-01 | 16.008820509883000 |
| 2017-10-01 | 16.173430137216800 |
| 2017-11-01 | 16.354890942080200 |
| 2017-12-01 | 16.122744474444097 |
| 2018-01-01 | 16.089029176318100 |
| 2018-02-01 | 16.177874901396700 |
| 2018-03-01 | 16.229520696788600 |
| 2018-04-01 | 16.362800239252200 |
| 2018-05-01 | 16.385849749090900 |
| 2018-06-01 | 16.402281808684098 |
| 2018-07-01 | 16.309158702952303 |
| 2018-08-01 | 16.499299776497900 |
| 2018-09-01 | 16.300866914841800 |
| 2018-10-01 | 16.244588749105500 |
| 2018-11-01 | 16.262036395175900 |
| 2018-12-01 | 16.218703181300302 |
| 2019-01-01 | 16.381010710182600 |
| 2019-02-01 | 16.294413194730300 |
| 2019-03-01 | 16.352500325120200 |
| 2019-04-01 | 16.243681763655600 |
| 2019-05-01 | 16.400316020831898 |
| 2019-06-01 | 16.417867702206200 |
| 2019-07-01 | 16.201402974928800 |
| 2019-08-01 | 16.189906587592500 |
| 2019-09-01 | 16.208100995405100 |
| 2019-10-01 | 16.010356253854898 |
| 2019-11-01 | 15.966389741398599 |
| 2019-12-01 | 16.217421476946600 |
| 2020-01-01 | 16.178297693195700 |
| 2020-02-01 | 16.117525651624600 |
| 2020-03-01 | 15.777167621288900 |
| 2020-04-01 | 8.416704842101671 |
| 2020-05-01 | 9.299398558796780 |
| 2020-06-01 | 11.232876470790501 |
| 2020-07-01 | 12.569789165553301 |
| 2020-08-01 | 12.589520466861401 |
| 2020-09-01 | 12.938347078611699 |
| 2020-10-01 | 13.093202250069199 |
| 2020-11-01 | 13.070643384086500 |
| 2020-12-01 | 11.002853885966802 |
| 2021-01-01 | 11.190256460727100 |
| 2021-02-01 | 12.630755953274699 |
| 2021-03-01 | 12.902338864480100 |
| 2021-04-01 | 13.086325513790500 |
| 2021-05-01 | 13.086240124057698 |
| 2021-06-01 | 13.342861930383300 |
| 2021-07-01 | 13.925832235727100 |
| 2021-08-01 | 13.997435264060800 |
| 2021-09-01 | 13.766988649523402 |
| 2021-10-01 | 14.404107060451300 |
| 2021-11-01 | 14.468605981228098 |
| 2021-12-01 | 14.499331565349800 |
| 2022-01-01 | 14.512030621268101 |
| 2022-02-01 | 14.741378239386000 |
| 2022-03-01 | 14.807208509737501 |
| 2022-04-01 | 14.957291375771401 |
| 2022-05-01 | 14.864999156726000 |
| 2022-06-01 | 14.939673471357200 |
| 2022-07-01 | 15.084321569540300 |
| 2022-08-01 | 15.101602555808000 |
| 2022-09-01 | 14.907229004346500 |
| 2022-10-01 | 15.334336387062399 |
| 2022-11-01 | 15.362432898633600 |
| 2022-12-01 | 15.495409039752099 |
| 2023-01-01 | 15.644712499529100 |
| 2023-02-01 | 15.638045731472800 |
| 2023-03-01 | 15.703684716662700 |
| 2023-04-01 | 15.935789641186700 |
| 2023-05-01 | 16.038606833544300 |
| 2023-06-01 | 16.324056044761900 |
| 2023-07-01 | 15.959326466659501 |
| 2023-08-01 | 15.802902480905900 |
| 2023-09-01 | 15.635870872903700 |
| 2023-10-01 | 15.576747357418200 |
| 2023-11-01 | 15.763159999079301 |
| 2023-12-01 | 15.799398589808400 |
| 2024-01-01 | 15.657953197313300 |
| 2024-02-01 | 15.736321665508301 |
| 2024-03-01 | 15.698374901225100 |
| 2024-04-01 | 15.526536981596902 |
| 2024-05-01 | 15.607774406136400 |
| 2024-06-01 | 15.598979939784900 |
| 2024-07-01 | 15.547391019562500 |
| 2024-08-01 | 15.605331600525998 |
| 2024-09-01 | 15.758261899130900 |
| 2024-10-01 | 15.521646650581200 |
