Table Data - All Employees: Leisure and Hospitality: Accommodation and Food Services in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Leisure and Hospitality: Accommodation and Food Services in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | SMU26280207072000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-05-01 |
| Last Updated | 2026-06-24 10:27 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 | 8.22335498056608 |
| 1990-02-01 | 8.31329149511952 |
| 1990-03-01 | 8.18804651808357 |
| 1990-04-01 | 8.16723879322867 |
| 1990-05-01 | 8.30980772627188 |
| 1990-06-01 | 8.43322671188310 |
| 1990-07-01 | 8.29885036499869 |
| 1990-08-01 | 8.25487188157453 |
| 1990-09-01 | 8.16544760595379 |
| 1990-10-01 | 8.08350707924241 |
| 1990-11-01 | 8.19953144021762 |
| 1990-12-01 | 8.05504738442253 |
| 1991-01-01 | 8.03307148110289 |
| 1991-02-01 | 8.02308059258582 |
| 1991-03-01 | 8.08908136352677 |
| 1991-04-01 | 8.06380033682444 |
| 1991-05-01 | 8.10528791610128 |
| 1991-06-01 | 8.03350339929576 |
| 1991-07-01 | 8.09041777609115 |
| 1991-08-01 | 8.14093790939868 |
| 1991-09-01 | 8.25502755794212 |
| 1991-10-01 | 8.38900020067649 |
| 1991-11-01 | 8.41931952370246 |
| 1991-12-01 | 8.65164320489536 |
| 1992-01-01 | 8.45314932639342 |
| 1992-02-01 | 8.33859575465230 |
| 1992-03-01 | 8.28405569706598 |
| 1992-04-01 | 8.25819501379309 |
| 1992-05-01 | 8.09130032119266 |
| 1992-06-01 | 8.13154080555892 |
| 1992-07-01 | 8.07346848893164 |
| 1992-08-01 | 8.03153279671933 |
| 1992-09-01 | 7.84312012047287 |
| 1992-10-01 | 8.20032489977958 |
| 1992-11-01 | 8.24807920282744 |
| 1992-12-01 | 8.13316790005951 |
| 1993-01-01 | 8.07707832987361 |
| 1993-02-01 | 8.35978513631692 |
| 1993-03-01 | 8.48385539124450 |
| 1993-04-01 | 8.56063800774812 |
| 1993-05-01 | 8.56413509126008 |
| 1993-06-01 | 8.51116310281962 |
| 1993-07-01 | 8.66426259440716 |
| 1993-08-01 | 8.73167484891309 |
| 1993-09-01 | 8.64226589870905 |
| 1993-10-01 | 8.61169402198822 |
| 1993-11-01 | 8.46771436424124 |
| 1993-12-01 | 8.49890861327284 |
| 1994-01-01 | 8.51338763450998 |
| 1994-02-01 | 8.48268695982867 |
| 1994-03-01 | 8.48779702670933 |
| 1994-04-01 | 8.56203534030029 |
| 1994-05-01 | 8.51977616529147 |
| 1994-06-01 | 8.59185510077000 |
| 1994-07-01 | 8.66724553523836 |
| 1994-08-01 | 8.73394796815951 |
| 1994-09-01 | 8.75680850998748 |
| 1994-10-01 | 8.62346159872963 |
| 1994-11-01 | 8.58006718016264 |
| 1994-12-01 | 8.65802641923103 |
| 1995-01-01 | 8.73783060203900 |
| 1995-02-01 | 8.89289166888659 |
| 1995-03-01 | 8.89632265227904 |
| 1995-04-01 | 8.86333832323922 |
| 1995-05-01 | 8.98594627961975 |
| 1995-06-01 | 9.07565502708045 |
| 1995-07-01 | 9.18701718113450 |
| 1995-08-01 | 9.03737054722837 |
| 1995-09-01 | 9.17860785128362 |
| 1995-10-01 | 9.12253973570475 |
| 1995-11-01 | 9.27199997362412 |
| 1995-12-01 | 9.42146075433732 |
| 1996-01-01 | 9.36559224915909 |
| 1996-02-01 | 9.30115813434108 |
| 1996-03-01 | 9.40543848389976 |
| 1996-04-01 | 9.25200611503617 |
| 1996-05-01 | 9.56158465591205 |
| 1996-06-01 | 9.56839128194169 |
| 1996-07-01 | 9.41480683080246 |
| 1996-08-01 | 9.44855837201405 |
| 1996-09-01 | 9.50371031933046 |
| 1996-10-01 | 9.70394203103606 |
| 1996-11-01 | 9.75317835322350 |
| 1996-12-01 | 9.78892814571717 |
| 1997-01-01 | 9.48013379257788 |
| 1997-02-01 | 9.61210497414681 |
| 1997-03-01 | 9.61975554862870 |
| 1997-04-01 | 9.94601875985935 |
| 1997-05-01 | 9.85553302852306 |
| 1997-06-01 | 9.75760242010381 |
| 1997-07-01 | 9.74453540901338 |
| 1997-08-01 | 9.86153489551243 |
| 1997-09-01 | 9.71696361785306 |
| 1997-10-01 | 9.66723083130814 |
| 1997-11-01 | 9.72223375318950 |
| 1997-12-01 | 9.67486927156542 |
| 1998-01-01 | 10.00452486847350 |
| 1998-02-01 | 9.92332311888004 |
| 1998-03-01 | 9.93873439849129 |
| 1998-04-01 | 9.63795618969339 |
| 1998-05-01 | 9.36040205526048 |
| 1998-06-01 | 9.24780872589964 |
| 1998-07-01 | 9.37223846462994 |
| 1998-08-01 | 9.35413426968295 |
| 1998-09-01 | 9.32040692979020 |
| 1998-10-01 | 9.33108208117151 |
| 1998-11-01 | 9.29684844966784 |
| 1998-12-01 | 9.27622818017142 |
| 1999-01-01 | 9.22285143120563 |
| 1999-02-01 | 9.23254711860932 |
| 1999-03-01 | 9.35250536004044 |
| 1999-04-01 | 9.54364150877895 |
| 1999-05-01 | 9.47305722465299 |
| 1999-06-01 | 9.54300232371525 |
| 1999-07-01 | 9.48810152977621 |
| 1999-08-01 | 9.44231981884510 |
| 1999-09-01 | 9.19861137093896 |
| 1999-10-01 | 9.61047381065788 |
| 1999-11-01 | 9.47939093339183 |
| 1999-12-01 | 9.57235044118816 |
| 2000-01-01 | 9.54467521302383 |
| 2000-02-01 | 9.54570469237267 |
| 2000-03-01 | 9.56536780608205 |
| 2000-04-01 | 9.55671054620821 |
| 2000-05-01 | 9.88311100351185 |
| 2000-06-01 | 10.03162221626920 |
| 2000-07-01 | 10.09104318403260 |
| 2000-08-01 | 10.03046587201200 |
| 2000-09-01 | 10.18195137402370 |
| 2000-10-01 | 10.11342323602200 |
| 2000-11-01 | 10.17690855951330 |
| 2000-12-01 | 10.05333537867100 |
| 2001-01-01 | 9.94617908756073 |
| 2001-02-01 | 10.25542187362120 |
| 2001-03-01 | 10.17047639546320 |
| 2001-04-01 | 10.07962638125010 |
| 2001-05-01 | 9.98466893201309 |
| 2001-06-01 | 10.02210629355920 |
| 2001-07-01 | 9.89530649317507 |
| 2001-08-01 | 10.13193192239160 |
| 2001-09-01 | 9.96930112372511 |
| 2001-10-01 | 10.12673270708530 |
| 2001-11-01 | 10.18684568154560 |
| 2001-12-01 | 10.02543174610780 |
| 2002-01-01 | 9.93407952850471 |
| 2002-02-01 | 9.95977195257442 |
| 2002-03-01 | 10.07061807957910 |
| 2002-04-01 | 10.08587525640470 |
| 2002-05-01 | 10.18551090003980 |
| 2002-06-01 | 9.91119959391528 |
| 2002-07-01 | 10.11259177674110 |
| 2002-08-01 | 10.03188285825380 |
| 2002-09-01 | 10.17675261121130 |
| 2002-10-01 | 9.94863443308967 |
| 2002-11-01 | 10.00307699561460 |
| 2002-12-01 | 10.10786327180580 |
| 2003-01-01 | 10.30187403126610 |
| 2003-02-01 | 9.95352639117989 |
| 2003-03-01 | 9.95326678856514 |
| 2003-04-01 | 9.98483035990117 |
| 2003-05-01 | 10.09008579274970 |
| 2003-06-01 | 10.21355867083590 |
| 2003-07-01 | 10.42143516287430 |
| 2003-08-01 | 10.44837010329910 |
| 2003-09-01 | 10.38240920089010 |
| 2003-10-01 | 10.36466399132300 |
| 2003-11-01 | 10.41596393569990 |
| 2003-12-01 | 10.50367493866600 |
| 2004-01-01 | 11.37263187937290 |
| 2004-02-01 | 11.35129200395350 |
| 2004-03-01 | 11.44402002101280 |
| 2004-04-01 | 11.17152706659240 |
| 2004-05-01 | 10.99459567540990 |
| 2004-06-01 | 10.90069696779150 |
| 2004-07-01 | 10.82467694700390 |
| 2004-08-01 | 10.66971703916790 |
| 2004-09-01 | 10.89218502152890 |
| 2004-10-01 | 11.06848696754390 |
| 2004-11-01 | 10.92081550282130 |
| 2004-12-01 | 11.11500910335130 |
| 2005-01-01 | 11.15495927359340 |
| 2005-02-01 | 11.15811008836880 |
| 2005-03-01 | 11.23644186995420 |
| 2005-04-01 | 11.36183275274620 |
| 2005-05-01 | 11.39720586783310 |
| 2005-06-01 | 11.49131158334990 |
| 2005-07-01 | 11.31215422739340 |
| 2005-08-01 | 11.38418381226260 |
| 2005-09-01 | 11.18847240781740 |
| 2005-10-01 | 11.46075493392060 |
| 2005-11-01 | 11.61606392213480 |
| 2005-12-01 | 11.63962630250170 |
| 2006-01-01 | 11.76054700620370 |
| 2006-02-01 | 11.77594516544350 |
| 2006-03-01 | 11.84830806956730 |
| 2006-04-01 | 11.65516693928690 |
| 2006-05-01 | 11.69215328795760 |
| 2006-06-01 | 11.67651437864240 |
| 2006-07-01 | 11.78844017269780 |
| 2006-08-01 | 11.67793187522280 |
| 2006-09-01 | 11.68495747944140 |
| 2006-10-01 | 11.75012814356010 |
| 2006-11-01 | 11.79810541310350 |
| 2006-12-01 | 11.66008843278390 |
| 2007-01-01 | 11.79137971702240 |
| 2007-02-01 | 11.90732340447370 |
| 2007-03-01 | 11.86135141570960 |
| 2007-04-01 | 12.06444528929750 |
| 2007-05-01 | 12.08534251252150 |
| 2007-06-01 | 12.17547161595080 |
| 2007-07-01 | 12.04111481725140 |
| 2007-08-01 | 12.04891723569620 |
| 2007-09-01 | 12.17136053177580 |
| 2007-10-01 | 12.14374229214230 |
| 2007-11-01 | 12.08486157071470 |
| 2007-12-01 | 12.07383223191490 |
| 2008-01-01 | 12.03312133808830 |
| 2008-02-01 | 11.94209350677630 |
| 2008-03-01 | 12.09182165657440 |
| 2008-04-01 | 11.98182101670940 |
| 2008-05-01 | 11.87837338871680 |
| 2008-06-01 | 11.76795311772750 |
| 2008-07-01 | 11.88076986117720 |
| 2008-08-01 | 11.90478285164940 |
| 2008-09-01 | 11.85794316770830 |
| 2008-10-01 | 11.64836410452790 |
| 2008-11-01 | 11.78677020244850 |
| 2008-12-01 | 11.78087554440450 |
| 2009-01-01 | 11.77626477949150 |
| 2009-02-01 | 11.76750125575960 |
| 2009-03-01 | 11.70622849748840 |
| 2009-04-01 | 11.80042189786350 |
| 2009-05-01 | 11.87725301415930 |
| 2009-06-01 | 11.77289186228650 |
| 2009-07-01 | 11.83061415977980 |
| 2009-08-01 | 11.44935103617250 |
| 2009-09-01 | 11.64795254078930 |
| 2009-10-01 | 11.75643523206470 |
| 2009-11-01 | 11.70066507943780 |
| 2009-12-01 | 11.68705669762780 |
| 2010-01-01 | 11.50440808451860 |
| 2010-02-01 | 11.48088653018370 |
| 2010-03-01 | 11.42391018704360 |
| 2010-04-01 | 11.31017143341970 |
| 2010-05-01 | 11.27238640451930 |
| 2010-06-01 | 11.26917852276320 |
| 2010-07-01 | 11.20298992665840 |
| 2010-08-01 | 11.21162868621820 |
| 2010-09-01 | 11.13896714657730 |
| 2010-10-01 | 11.07240199901070 |
| 2010-11-01 | 11.01496138955980 |
| 2010-12-01 | 10.99116434509450 |
| 2011-01-01 | 11.01913690900390 |
| 2011-02-01 | 10.98049254706530 |
| 2011-03-01 | 11.02593543176140 |
| 2011-04-01 | 11.01387840673950 |
| 2011-05-01 | 10.97186110218940 |
| 2011-06-01 | 11.16494576153040 |
| 2011-07-01 | 11.29679133800310 |
| 2011-08-01 | 11.39499812537100 |
| 2011-09-01 | 11.43572489824530 |
| 2011-10-01 | 11.18192396088720 |
| 2011-11-01 | 11.02329530180170 |
| 2011-12-01 | 11.01138207786410 |
| 2012-01-01 | 11.21153733094750 |
| 2012-02-01 | 11.36338098196970 |
| 2012-03-01 | 11.42629821447900 |
| 2012-04-01 | 11.40798789405620 |
| 2012-05-01 | 11.47513186909930 |
| 2012-06-01 | 11.35767851916130 |
| 2012-07-01 | 11.40659260416160 |
| 2012-08-01 | 11.51043628880070 |
| 2012-09-01 | 11.43027158372420 |
| 2012-10-01 | 11.47918844881080 |
| 2012-11-01 | 11.52785732090650 |
| 2012-12-01 | 11.73715149909930 |
| 2013-01-01 | 11.59293642356220 |
| 2013-02-01 | 11.54139300398540 |
| 2013-03-01 | 11.51578824743520 |
| 2013-04-01 | 11.59203165742110 |
| 2013-05-01 | 11.58295321152530 |
| 2013-06-01 | 11.66112445523000 |
| 2013-07-01 | 11.62688496735480 |
| 2013-08-01 | 11.73569320878850 |
| 2013-09-01 | 11.82828115997530 |
| 2013-10-01 | 11.67019894321910 |
| 2013-11-01 | 11.72899113591270 |
| 2013-12-01 | 11.76788152932750 |
| 2014-01-01 | 11.66387330334740 |
| 2014-02-01 | 11.61414743683760 |
| 2014-03-01 | 11.60325614437140 |
| 2014-04-01 | 11.66954164018070 |
| 2014-05-01 | 11.79433412776990 |
| 2014-06-01 | 11.67022177965390 |
| 2014-07-01 | 11.55270900925750 |
| 2014-08-01 | 11.46734821165480 |
| 2014-09-01 | 11.43053047967190 |
| 2014-10-01 | 11.55776006498410 |
| 2014-11-01 | 11.52473167732680 |
| 2014-12-01 | 11.38454813973580 |
| 2015-01-01 | 11.54426706518040 |
| 2015-02-01 | 11.59434279011270 |
| 2015-03-01 | 11.68760633912670 |
| 2015-04-01 | 11.44280797684830 |
| 2015-05-01 | 11.50431162443880 |
| 2015-06-01 | 11.47932475335350 |
| 2015-07-01 | 11.58199551418140 |
| 2015-08-01 | 11.48673273234060 |
| 2015-09-01 | 11.64481938117170 |
| 2015-10-01 | 11.75078347530030 |
| 2015-11-01 | 11.72079826645620 |
| 2015-12-01 | 11.69183457103450 |
| 2016-01-01 | 11.82697640963190 |
| 2016-02-01 | 11.78009690090170 |
| 2016-03-01 | 11.76468360548340 |
| 2016-04-01 | 11.82070203970640 |
| 2016-05-01 | 11.81714179733670 |
| 2016-06-01 | 11.58578619479090 |
| 2016-07-01 | 12.01033983969500 |
| 2016-08-01 | 11.99710807255760 |
| 2016-09-01 | 12.06157900599490 |
| 2016-10-01 | 11.95438213105880 |
| 2016-11-01 | 11.91853225597070 |
| 2016-12-01 | 11.87762663299380 |
| 2017-01-01 | 11.91952920991010 |
| 2017-02-01 | 12.16861857128170 |
| 2017-03-01 | 12.15116456615830 |
| 2017-04-01 | 12.00483331957410 |
| 2017-05-01 | 11.92338690135030 |
| 2017-06-01 | 11.89161497781400 |
| 2017-07-01 | 11.83486846707830 |
| 2017-08-01 | 11.89014350429910 |
| 2017-09-01 | 11.87742993988600 |
| 2017-10-01 | 11.97040475568280 |
| 2017-11-01 | 12.02383557842020 |
| 2017-12-01 | 12.05713255068330 |
| 2018-01-01 | 12.01339514620130 |
| 2018-02-01 | 12.06019229731180 |
| 2018-03-01 | 12.14021622962070 |
| 2018-04-01 | 12.19246265167800 |
| 2018-05-01 | 12.22791851584510 |
| 2018-06-01 | 12.18480359567750 |
| 2018-07-01 | 12.05764818690970 |
| 2018-08-01 | 12.29015356483200 |
| 2018-09-01 | 12.19452347724650 |
| 2018-10-01 | 12.18716684476180 |
| 2018-11-01 | 12.22995603684740 |
| 2018-12-01 | 12.22919178377240 |
| 2019-01-01 | 12.21141284508900 |
| 2019-02-01 | 12.04736943765530 |
| 2019-03-01 | 12.14129347152590 |
| 2019-04-01 | 12.08540586848570 |
| 2019-05-01 | 12.03045119334290 |
| 2019-06-01 | 12.06974249180340 |
| 2019-07-01 | 11.96285972613900 |
| 2019-08-01 | 11.99602384261930 |
| 2019-09-01 | 12.01911787219430 |
| 2019-10-01 | 11.99629507485160 |
| 2019-11-01 | 12.04567418770520 |
| 2019-12-01 | 12.11724551181450 |
| 2020-01-01 | 12.00076165644110 |
| 2020-02-01 | 12.13193167012400 |
| 2020-03-01 | 11.84636047334600 |
| 2020-04-01 | 6.27824051052157 |
| 2020-05-01 | 7.12728892189700 |
| 2020-06-01 | 8.64279627949247 |
| 2020-07-01 | 9.56124684412386 |
| 2020-08-01 | 9.60977550368721 |
| 2020-09-01 | 9.65249550332577 |
| 2020-10-01 | 9.49560581003741 |
| 2020-11-01 | 9.47027464996982 |
| 2020-12-01 | 8.01723539373413 |
| 2021-01-01 | 8.08880573823178 |
| 2021-02-01 | 9.30666926325830 |
| 2021-03-01 | 9.45815645976328 |
| 2021-04-01 | 9.47539020930191 |
| 2021-05-01 | 9.51974389949259 |
| 2021-06-01 | 9.61640758555995 |
| 2021-07-01 | 10.34762546713990 |
| 2021-08-01 | 10.31466165340350 |
| 2021-09-01 | 10.17749496315280 |
| 2021-10-01 | 10.59513872009800 |
| 2021-11-01 | 10.70269265810710 |
| 2021-12-01 | 10.74089032682780 |
| 2022-01-01 | 10.57739865637940 |
| 2022-02-01 | 10.89786764972550 |
| 2022-03-01 | 10.86586989163990 |
| 2022-04-01 | 10.85963596224970 |
| 2022-05-01 | 10.80245231283840 |
| 2022-06-01 | 10.58147645509760 |
| 2022-07-01 | 11.03717880186130 |
| 2022-08-01 | 11.01190770667330 |
| 2022-09-01 | 10.91044499735580 |
| 2022-10-01 | 11.29368833054680 |
| 2022-11-01 | 11.32529248438190 |
| 2022-12-01 | 11.46730957448070 |
| 2023-01-01 | 11.58041525571210 |
| 2023-02-01 | 11.60002621737000 |
| 2023-03-01 | 11.57247839667420 |
| 2023-04-01 | 11.74600409726100 |
| 2023-05-01 | 11.77895495817910 |
| 2023-06-01 | 11.75486863180900 |
| 2023-07-01 | 11.61985728051580 |
| 2023-08-01 | 11.69766769181620 |
| 2023-09-01 | 11.53209524200520 |
| 2023-10-01 | 11.29821365845020 |
| 2023-11-01 | 11.43975412347700 |
| 2023-12-01 | 11.49361296819500 |
| 2024-01-01 | 11.48830107736260 |
| 2024-02-01 | 11.52328737337730 |
| 2024-03-01 | 11.47990067809680 |
| 2024-04-01 | 11.33192737378350 |
| 2024-05-01 | 11.35055230283760 |
| 2024-06-01 | 11.32737202637370 |
| 2024-07-01 | 11.31024418131000 |
| 2024-08-01 | 11.27572498507380 |
| 2024-09-01 | 11.34845736108070 |
| 2024-10-01 | 11.30702627379120 |
| 2024-11-01 | 11.34639019843820 |
| 2024-12-01 | 11.30947525565430 |
| 2025-01-01 | 11.40505236944280 |
| 2025-02-01 | 11.34197710173460 |
| 2025-03-01 | 11.38286251837680 |
| 2025-04-01 | 11.43200768313240 |
| 2025-05-01 | 11.32745811434540 |
| 2025-06-01 | 11.31373224272710 |
| 2025-07-01 | 11.19898511800010 |
| 2025-08-01 | 11.25699381592460 |
| 2025-09-01 | 10.94569553630310 |
| 2025-10-01 | 10.91695072805060 |
| 2025-11-01 | 10.84720241274460 |
| 2025-12-01 | 10.72298721958590 |
| 2026-01-01 | 10.61915455306410 |
| 2026-02-01 | 10.56321440206090 |
| 2026-03-01 | 10.58169780218530 |
| 2026-04-01 | 10.63088941255220 |
| 2026-05-01 | 10.81267198824590 |