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 2026-07-01 |
| Last Updated | 2026-08-21 7:41 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 | 8.86509549425289 |
| 1990-02-01 | 8.95261128343171 |
| 1990-03-01 | 8.60753843479691 |
| 1990-04-01 | 9.20353221485682 |
| 1990-05-01 | 9.37330242526922 |
| 1990-06-01 | 9.43441492635248 |
| 1990-07-01 | 9.39932359575663 |
| 1990-08-01 | 9.37049792544761 |
| 1990-09-01 | 9.27044136033783 |
| 1990-10-01 | 9.12926555611481 |
| 1990-11-01 | 9.17583055225379 |
| 1990-12-01 | 9.11652762703456 |
| 1991-01-01 | 8.97528391958160 |
| 1991-02-01 | 8.94628675568350 |
| 1991-03-01 | 9.01875620832305 |
| 1991-04-01 | 8.99373235293917 |
| 1991-05-01 | 9.07068795059963 |
| 1991-06-01 | 9.13187498502812 |
| 1991-07-01 | 9.09698560158906 |
| 1991-08-01 | 9.15550200209012 |
| 1991-09-01 | 9.26825832889636 |
| 1991-10-01 | 9.43254642657590 |
| 1991-11-01 | 9.49207011819255 |
| 1991-12-01 | 9.51746184902951 |
| 1992-01-01 | 9.60109609754561 |
| 1992-02-01 | 9.44134744875967 |
| 1992-03-01 | 9.42666846707138 |
| 1992-04-01 | 9.27606241472208 |
| 1992-05-01 | 9.16660955275904 |
| 1992-06-01 | 9.12296085265496 |
| 1992-07-01 | 9.18655411534491 |
| 1992-08-01 | 9.03315783852545 |
| 1992-09-01 | 8.86690530846856 |
| 1992-10-01 | 9.43677831577453 |
| 1992-11-01 | 9.22711212331504 |
| 1992-12-01 | 9.21215124023376 |
| 1993-01-01 | 9.43184167145878 |
| 1993-02-01 | 9.54317841392705 |
| 1993-03-01 | 9.54113347748711 |
| 1993-04-01 | 9.75873019242227 |
| 1993-05-01 | 9.55276902127557 |
| 1993-06-01 | 9.50059780014677 |
| 1993-07-01 | 9.57162348263385 |
| 1993-08-01 | 9.71482667600151 |
| 1993-09-01 | 9.67327863743753 |
| 1993-10-01 | 9.64114420032488 |
| 1993-11-01 | 9.55843981497923 |
| 1993-12-01 | 9.49077602056691 |
| 1994-01-01 | 9.57965045377802 |
| 1994-02-01 | 9.65651051008385 |
| 1994-03-01 | 9.56132412845261 |
| 1994-04-01 | 9.73757682390546 |
| 1994-05-01 | 9.72546529902423 |
| 1994-06-01 | 9.77261210197583 |
| 1994-07-01 | 9.76337536823281 |
| 1994-08-01 | 9.79313323821636 |
| 1994-09-01 | 9.99086036650034 |
| 1994-10-01 | 9.74029539608922 |
| 1994-11-01 | 9.78711538059717 |
| 1994-12-01 | 9.86754494899509 |
| 1995-01-01 | 9.82377481345476 |
| 1995-02-01 | 9.97205925665246 |
| 1995-03-01 | 10.18717064931880 |
| 1995-04-01 | 10.21272129346570 |
| 1995-05-01 | 10.29945022677950 |
| 1995-06-01 | 10.44406685202150 |
| 1995-07-01 | 10.65835046800600 |
| 1995-08-01 | 10.57776683017220 |
| 1995-09-01 | 10.62594745528050 |
| 1995-10-01 | 10.52465459249550 |
| 1995-11-01 | 10.59191764276440 |
| 1995-12-01 | 10.84165402433600 |
| 1996-01-01 | 10.86871002457380 |
| 1996-02-01 | 10.80101066506330 |
| 1996-03-01 | 10.81476955887280 |
| 1996-04-01 | 10.68715923105120 |
| 1996-05-01 | 10.87856385551820 |
| 1996-06-01 | 10.91203914993850 |
| 1996-07-01 | 10.85685243241060 |
| 1996-08-01 | 10.86602619640950 |
| 1996-09-01 | 10.77206727494910 |
| 1996-10-01 | 11.09345075441300 |
| 1996-11-01 | 11.18862937296130 |
| 1996-12-01 | 11.22055239054040 |
| 1997-01-01 | 10.99140751322090 |
| 1997-02-01 | 11.02719123278660 |
| 1997-03-01 | 11.05317347439150 |
| 1997-04-01 | 11.18572967247350 |
| 1997-05-01 | 11.26439562496140 |
| 1997-06-01 | 11.18084750704370 |
| 1997-07-01 | 11.14614734481760 |
| 1997-08-01 | 11.15591575762260 |
| 1997-09-01 | 11.11063247284020 |
| 1997-10-01 | 11.04974588058100 |
| 1997-11-01 | 11.06550178314660 |
| 1997-12-01 | 11.02067802635070 |
| 1998-01-01 | 11.42185607721460 |
| 1998-02-01 | 11.25046089299530 |
| 1998-03-01 | 11.19309670185770 |
| 1998-04-01 | 11.09904976365830 |
| 1998-05-01 | 10.75493047560820 |
| 1998-06-01 | 10.65142475783890 |
| 1998-07-01 | 10.73353582074200 |
| 1998-08-01 | 10.72584211409810 |
| 1998-09-01 | 10.63156334363130 |
| 1998-10-01 | 10.81159254769780 |
| 1998-11-01 | 10.74019232922570 |
| 1998-12-01 | 10.73722701457790 |
| 1999-01-01 | 10.85442525943750 |
| 1999-02-01 | 10.76739875129430 |
| 1999-03-01 | 10.83135474240880 |
| 1999-04-01 | 11.02884606518190 |
| 1999-05-01 | 10.94680225483610 |
| 1999-06-01 | 11.13100818024300 |
| 1999-07-01 | 10.91671892570680 |
| 1999-08-01 | 10.88584368707830 |
| 1999-09-01 | 10.72258752399000 |
| 1999-10-01 | 10.97816007069240 |
| 1999-11-01 | 10.91913463125060 |
| 1999-12-01 | 11.06500834074210 |
| 2000-01-01 | 10.99334766501150 |
| 2000-02-01 | 10.99609691276770 |
| 2000-03-01 | 10.95543821852850 |
| 2000-04-01 | 11.06363664183310 |
| 2000-05-01 | 11.53372246721740 |
| 2000-06-01 | 11.50632585625670 |
| 2000-07-01 | 11.60656721609180 |
| 2000-08-01 | 11.54815326811460 |
| 2000-09-01 | 11.88632689756510 |
| 2000-10-01 | 11.47509914986880 |
| 2000-11-01 | 11.51325248553550 |
| 2000-12-01 | 11.38820787896640 |
| 2001-01-01 | 11.41482666053820 |
| 2001-02-01 | 11.72010809683450 |
| 2001-03-01 | 11.56277585128680 |
| 2001-04-01 | 11.40000895091170 |
| 2001-05-01 | 11.31277219091970 |
| 2001-06-01 | 11.39244466108150 |
| 2001-07-01 | 11.40608624304120 |
| 2001-08-01 | 11.63740410358860 |
| 2001-09-01 | 11.43658180915470 |
| 2001-10-01 | 11.58204655318180 |
| 2001-11-01 | 11.71941927724920 |
| 2001-12-01 | 11.70500172397950 |
| 2002-01-01 | 11.52393690982860 |
| 2002-02-01 | 11.53918653875140 |
| 2002-03-01 | 11.55169632739180 |
| 2002-04-01 | 11.61312076567350 |
| 2002-05-01 | 11.68613552885410 |
| 2002-06-01 | 11.57698054597160 |
| 2002-07-01 | 11.63318170356300 |
| 2002-08-01 | 11.65252464533290 |
| 2002-09-01 | 11.79904191270430 |
| 2002-10-01 | 11.61325074322190 |
| 2002-11-01 | 11.42865139854560 |
| 2002-12-01 | 11.40234043316100 |
| 2003-01-01 | 11.70918326651880 |
| 2003-02-01 | 11.43671903389970 |
| 2003-03-01 | 11.22935630649530 |
| 2003-04-01 | 11.60790011995970 |
| 2003-05-01 | 11.76971311764350 |
| 2003-06-01 | 11.88040260614210 |
| 2003-07-01 | 11.96406848756510 |
| 2003-08-01 | 12.08518466928000 |
| 2003-09-01 | 12.18217210742910 |
| 2003-10-01 | 11.93583151059050 |
| 2003-11-01 | 12.04928018288180 |
| 2003-12-01 | 11.88836689953620 |
| 2004-01-01 | 13.07408974083360 |
| 2004-02-01 | 13.02447881759440 |
| 2004-03-01 | 13.01803583117070 |
| 2004-04-01 | 12.90121141072410 |
| 2004-05-01 | 12.65175063045160 |
| 2004-06-01 | 12.56615352953100 |
| 2004-07-01 | 12.60231121372770 |
| 2004-08-01 | 12.42359701304710 |
| 2004-09-01 | 12.58043461225250 |
| 2004-10-01 | 12.77690163843500 |
| 2004-11-01 | 12.66557038964390 |
| 2004-12-01 | 12.85957776567700 |
| 2005-01-01 | 12.82133099488610 |
| 2005-02-01 | 12.80315213771710 |
| 2005-03-01 | 12.91298722816680 |
| 2005-04-01 | 13.21073535393700 |
| 2005-05-01 | 13.14523592990320 |
| 2005-06-01 | 13.16438218336710 |
| 2005-07-01 | 12.91577436022700 |
| 2005-08-01 | 12.94638602520870 |
| 2005-09-01 | 12.69678103781770 |
| 2005-10-01 | 13.00708125061330 |
| 2005-11-01 | 13.18101856203040 |
| 2005-12-01 | 13.22935376784790 |
| 2006-01-01 | 13.17214874606560 |
| 2006-02-01 | 13.27749478693860 |
| 2006-03-01 | 13.41872309900110 |
| 2006-04-01 | 13.14399302876930 |
| 2006-05-01 | 13.03937256836220 |
| 2006-06-01 | 13.05802812165840 |
| 2006-07-01 | 13.21681390865650 |
| 2006-08-01 | 13.24581034772800 |
| 2006-09-01 | 13.22381090200930 |
| 2006-10-01 | 13.33998721216750 |
| 2006-11-01 | 13.27793627747740 |
| 2006-12-01 | 13.30428958190900 |
| 2007-01-01 | 13.33156413864540 |
| 2007-02-01 | 13.45416398317100 |
| 2007-03-01 | 13.41793886526010 |
| 2007-04-01 | 13.59150907372030 |
| 2007-05-01 | 13.75734479841440 |
| 2007-06-01 | 13.87560106138320 |
| 2007-07-01 | 13.68847362607080 |
| 2007-08-01 | 13.71642608479000 |
| 2007-09-01 | 13.84203213932430 |
| 2007-10-01 | 13.65172977122590 |
| 2007-11-01 | 13.68070332591300 |
| 2007-12-01 | 13.69434850353970 |
| 2008-01-01 | 13.80353028702170 |
| 2008-02-01 | 13.54676872608470 |
| 2008-03-01 | 13.81978542855240 |
| 2008-04-01 | 13.55090922766760 |
| 2008-05-01 | 13.47890611483260 |
| 2008-06-01 | 13.37944624785320 |
| 2008-07-01 | 13.44861480237860 |
| 2008-08-01 | 13.47270993292120 |
| 2008-09-01 | 13.33966832542190 |
| 2008-10-01 | 13.36825990288100 |
| 2008-11-01 | 13.39293902248670 |
| 2008-12-01 | 13.40342017720210 |
| 2009-01-01 | 13.38988050344970 |
| 2009-02-01 | 13.44404930241490 |
| 2009-03-01 | 13.30020108850790 |
| 2009-04-01 | 13.28771613281700 |
| 2009-05-01 | 13.41610348442010 |
| 2009-06-01 | 13.29749281094970 |
| 2009-07-01 | 13.30828346272400 |
| 2009-08-01 | 12.82644280872010 |
| 2009-09-01 | 13.13763557551710 |
| 2009-10-01 | 13.26677846865840 |
| 2009-11-01 | 13.31565561656510 |
| 2009-12-01 | 13.10690994364990 |
| 2010-01-01 | 13.08781537168580 |
| 2010-02-01 | 13.04527008256370 |
| 2010-03-01 | 12.98908881538600 |
| 2010-04-01 | 12.80810481854840 |
| 2010-05-01 | 12.64478754979860 |
| 2010-06-01 | 12.59820058546910 |
| 2010-07-01 | 12.59360660586780 |
| 2010-08-01 | 12.49535606674650 |
| 2010-09-01 | 12.53096421714830 |
| 2010-10-01 | 12.35804585532000 |
| 2010-11-01 | 12.33124863854060 |
| 2010-12-01 | 12.31403667288450 |
| 2011-01-01 | 12.29842494647640 |
| 2011-02-01 | 12.13944526260640 |
| 2011-03-01 | 12.27721655307940 |
| 2011-04-01 | 12.20355486524770 |
| 2011-05-01 | 12.17762209784760 |
| 2011-06-01 | 12.49599012686920 |
| 2011-07-01 | 12.59635385863600 |
| 2011-08-01 | 12.68406275579450 |
| 2011-09-01 | 12.72621654729580 |
| 2011-10-01 | 12.43505262230580 |
| 2011-11-01 | 12.34112005138830 |
| 2011-12-01 | 12.22399633908170 |
| 2012-01-01 | 12.40212245506550 |
| 2012-02-01 | 12.63244566582730 |
| 2012-03-01 | 12.67880705714020 |
| 2012-04-01 | 12.79583073819870 |
| 2012-05-01 | 12.79821721841520 |
| 2012-06-01 | 12.67965066559280 |
| 2012-07-01 | 12.71163143633460 |
| 2012-08-01 | 12.79731897832080 |
| 2012-09-01 | 12.71535629422260 |
| 2012-10-01 | 12.80250124792110 |
| 2012-11-01 | 12.84670846489290 |
| 2012-12-01 | 13.05272045755030 |
| 2013-01-01 | 13.00037885958560 |
| 2013-02-01 | 12.91966386740140 |
| 2013-03-01 | 12.88205093463230 |
| 2013-04-01 | 12.86872026287400 |
| 2013-05-01 | 12.81166785397220 |
| 2013-06-01 | 12.87090255792230 |
| 2013-07-01 | 12.83149881887050 |
| 2013-08-01 | 13.02859456608800 |
| 2013-09-01 | 13.11207730946010 |
| 2013-10-01 | 13.07330773172440 |
| 2013-11-01 | 13.13621800335320 |
| 2013-12-01 | 13.08718598028270 |
| 2014-01-01 | 12.98815966465660 |
| 2014-02-01 | 12.99966817051210 |
| 2014-03-01 | 12.98475778999540 |
| 2014-04-01 | 13.04734622800040 |
| 2014-05-01 | 13.32265974071450 |
| 2014-06-01 | 13.16531465675880 |
| 2014-07-01 | 13.05280350669210 |
| 2014-08-01 | 12.96707766744550 |
| 2014-09-01 | 12.90932694140790 |
| 2014-10-01 | 13.04243497944620 |
| 2014-11-01 | 13.00950004813900 |
| 2014-12-01 | 13.02891717053710 |
| 2015-01-01 | 13.08877842564070 |
| 2015-02-01 | 13.08277373867110 |
| 2015-03-01 | 13.08122549087840 |
| 2015-04-01 | 13.02215019749340 |
| 2015-05-01 | 13.13013150894290 |
| 2015-06-01 | 13.05561361305460 |
| 2015-07-01 | 13.17530121717880 |
| 2015-08-01 | 13.09727790430080 |
| 2015-09-01 | 13.20893002064930 |
| 2015-10-01 | 13.33017461610770 |
| 2015-11-01 | 13.18294990376030 |
| 2015-12-01 | 13.15991847899250 |
| 2016-01-01 | 13.38669616501870 |
| 2016-02-01 | 13.37988731597050 |
| 2016-03-01 | 13.36934948123090 |
| 2016-04-01 | 13.51376160373060 |
| 2016-05-01 | 13.42879631092320 |
| 2016-06-01 | 13.14008481043770 |
| 2016-07-01 | 13.69629645748870 |
| 2016-08-01 | 13.60690493576300 |
| 2016-09-01 | 13.80706994711870 |
| 2016-10-01 | 13.62938463602870 |
| 2016-11-01 | 13.77831028979280 |
| 2016-12-01 | 13.67644823815970 |
| 2017-01-01 | 13.69197339434040 |
| 2017-02-01 | 13.97635262782630 |
| 2017-03-01 | 13.96644236948290 |
| 2017-04-01 | 13.70076223876020 |
| 2017-05-01 | 13.61844980292450 |
| 2017-06-01 | 13.62490632765050 |
| 2017-07-01 | 13.61460225077970 |
| 2017-08-01 | 13.60185694936140 |
| 2017-09-01 | 13.61200071844660 |
| 2017-10-01 | 13.73906974924650 |
| 2017-11-01 | 13.78952680669830 |
| 2017-12-01 | 13.77778379699950 |
| 2018-01-01 | 13.69078813076890 |
| 2018-02-01 | 13.77743489110220 |
| 2018-03-01 | 13.86497879806960 |
| 2018-04-01 | 13.89387747134080 |
| 2018-05-01 | 13.90811116119980 |
| 2018-06-01 | 13.90349451673510 |
| 2018-07-01 | 13.82621684894610 |
| 2018-08-01 | 13.99262841308340 |
| 2018-09-01 | 13.92891787501460 |
| 2018-10-01 | 13.84493234071420 |
| 2018-11-01 | 13.91203106662280 |
| 2018-12-01 | 13.86580797707930 |
| 2019-01-01 | 13.90063304644210 |
| 2019-02-01 | 13.77419791441140 |
| 2019-03-01 | 13.86629827778080 |
| 2019-04-01 | 13.78001293947140 |
| 2019-05-01 | 13.90579764660870 |
| 2019-06-01 | 13.87799166049220 |
| 2019-07-01 | 13.71399828441590 |
| 2019-08-01 | 13.79195047755860 |
| 2019-09-01 | 13.76509993709410 |
| 2019-10-01 | 13.64463770375530 |
| 2019-11-01 | 13.64172898346110 |
| 2019-12-01 | 13.75433331017220 |
| 2020-01-01 | 13.70359009758180 |
| 2020-02-01 | 13.77919729182210 |
| 2020-03-01 | 13.46799997796570 |
| 2020-04-01 | 7.16045214709037 |
| 2020-05-01 | 8.00038796102780 |
| 2020-06-01 | 9.44872769311220 |
| 2020-07-01 | 10.78064232954750 |
| 2020-08-01 | 10.80058794684510 |
| 2020-09-01 | 10.91434941936730 |
| 2020-10-01 | 11.04549451703900 |
| 2020-11-01 | 10.88140140647680 |
| 2020-12-01 | 9.24698865542259 |
| 2021-01-01 | 9.40439753184927 |
| 2021-02-01 | 10.67416805388970 |
| 2021-03-01 | 10.77119088411900 |
| 2021-04-01 | 10.83299733097410 |
| 2021-05-01 | 10.89766959620980 |
| 2021-06-01 | 11.02929199043970 |
| 2021-07-01 | 11.83449843294380 |
| 2021-08-01 | 11.91336270172030 |
| 2021-09-01 | 11.55822069445570 |
| 2021-10-01 | 12.04859755575300 |
| 2021-11-01 | 12.31137631303000 |
| 2021-12-01 | 12.25662065318680 |
| 2022-01-01 | 12.20652124404010 |
| 2022-02-01 | 12.47813836367570 |
| 2022-03-01 | 12.57307877965170 |
| 2022-04-01 | 12.50583066046980 |
| 2022-05-01 | 12.38299902245760 |
| 2022-06-01 | 12.30402469323720 |
| 2022-07-01 | 12.69315979364020 |
| 2022-08-01 | 12.61677605418270 |
| 2022-09-01 | 12.60504358891770 |
| 2022-10-01 | 12.97040626179330 |
| 2022-11-01 | 13.02025298552110 |
| 2022-12-01 | 13.16259280816280 |
| 2023-01-01 | 13.22114178124920 |
| 2023-02-01 | 13.18497918856340 |
| 2023-03-01 | 13.26964070565520 |
| 2023-04-01 | 13.48705575026130 |
| 2023-05-01 | 13.46548924662810 |
| 2023-06-01 | 13.49353403436750 |
| 2023-07-01 | 13.45658318296340 |
| 2023-08-01 | 13.40690340410310 |
| 2023-09-01 | 13.33561350678520 |
| 2023-10-01 | 13.09613747445760 |
| 2023-11-01 | 13.21498712522310 |
| 2023-12-01 | 13.27207104083470 |
| 2024-01-01 | 13.33227228516890 |
| 2024-02-01 | 13.30761637471380 |
| 2024-03-01 | 13.27423795836400 |
| 2024-04-01 | 13.17924761033380 |
| 2024-05-01 | 13.23707131937150 |
| 2024-06-01 | 13.18188820567130 |
| 2024-07-01 | 13.13180315912050 |
| 2024-08-01 | 13.18561774138800 |
| 2024-09-01 | 13.25302951783070 |
| 2024-10-01 | 13.23209752145680 |
| 2024-11-01 | 13.20745493393400 |
| 2024-12-01 | 13.17604523438620 |
| 2025-01-01 | 13.23998438659270 |
| 2025-02-01 | 13.32116124549570 |
| 2025-03-01 | 13.27878916218140 |
| 2025-04-01 | 13.28554221116300 |
| 2025-05-01 | 13.31453664161740 |
| 2025-06-01 | 13.38559258016010 |
| 2025-07-01 | 13.11402463887200 |
| 2025-08-01 | 13.26583633225300 |
| 2025-09-01 | 12.85103734609860 |
| 2025-10-01 | 12.75063193370150 |
| 2025-11-01 | 12.90146948170800 |
| 2025-12-01 | 12.78628958455190 |
| 2026-01-01 | 12.64522725539510 |
| 2026-02-01 | 12.53180221470210 |
| 2026-03-01 | 12.58453146864360 |
| 2026-04-01 | 12.59430758975710 |
| 2026-05-01 | 12.59873671983260 |
| 2026-06-01 | 12.58474895966570 |
| 2026-07-01 | 12.80430338194410 |