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 2026-06-01 |
| Last Updated | 2026-07-22 10:15 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 | 8.22335498208497 |
| 1990-02-01 | 8.31329149643325 |
| 1990-03-01 | 8.18804651953432 |
| 1990-04-01 | 8.16723879644919 |
| 1990-05-01 | 8.30980772812879 |
| 1990-06-01 | 8.43322671058150 |
| 1990-07-01 | 8.29885036722705 |
| 1990-08-01 | 8.25487188264313 |
| 1990-09-01 | 8.16544760661897 |
| 1990-10-01 | 8.08350707462259 |
| 1990-11-01 | 8.19953143178227 |
| 1990-12-01 | 8.05504738413572 |
| 1991-01-01 | 8.03307148234362 |
| 1991-02-01 | 8.02308059436779 |
| 1991-03-01 | 8.08908136630041 |
| 1991-04-01 | 8.06380034168722 |
| 1991-05-01 | 8.10528791974612 |
| 1991-06-01 | 8.03350339884744 |
| 1991-07-01 | 8.09041777781495 |
| 1991-08-01 | 8.14093790801266 |
| 1991-09-01 | 8.25502755544279 |
| 1991-10-01 | 8.38900019277265 |
| 1991-11-01 | 8.41931951194422 |
| 1991-12-01 | 8.65164320303800 |
| 1992-01-01 | 8.45314932934757 |
| 1992-02-01 | 8.33859576192558 |
| 1992-03-01 | 8.28405570821467 |
| 1992-04-01 | 8.25819502687050 |
| 1992-05-01 | 8.09130033087761 |
| 1992-06-01 | 8.13154080594204 |
| 1992-07-01 | 8.07346848267136 |
| 1992-08-01 | 8.03153278020826 |
| 1992-09-01 | 7.84312010242298 |
| 1992-10-01 | 8.20032488029657 |
| 1992-11-01 | 8.24807918736115 |
| 1992-12-01 | 8.13316790414139 |
| 1993-01-01 | 8.07707834455566 |
| 1993-02-01 | 8.35978515604989 |
| 1993-03-01 | 8.48385541047766 |
| 1993-04-01 | 8.56063809836493 |
| 1993-05-01 | 8.56413508114329 |
| 1993-06-01 | 8.51116308968246 |
| 1993-07-01 | 8.66426256067093 |
| 1993-08-01 | 8.73167479450529 |
| 1993-09-01 | 8.64226584329531 |
| 1993-10-01 | 8.61169397186753 |
| 1993-11-01 | 8.46771432994108 |
| 1993-12-01 | 8.49890860988599 |
| 1994-01-01 | 8.51338780202150 |
| 1994-02-01 | 8.48268697503466 |
| 1994-03-01 | 8.48779703396535 |
| 1994-04-01 | 8.56203556175801 |
| 1994-05-01 | 8.51977611599228 |
| 1994-06-01 | 8.59185505937841 |
| 1994-07-01 | 8.66724545518159 |
| 1994-08-01 | 8.73394784851790 |
| 1994-09-01 | 8.75680838460054 |
| 1994-10-01 | 8.62346146739015 |
| 1994-11-01 | 8.58006704945117 |
| 1994-12-01 | 8.65802631407614 |
| 1995-01-01 | 8.73783142826072 |
| 1995-02-01 | 8.89289158475804 |
| 1995-03-01 | 8.89632258042566 |
| 1995-04-01 | 8.86333864311890 |
| 1995-05-01 | 8.98594617650625 |
| 1995-06-01 | 9.07565492815704 |
| 1995-07-01 | 9.18701703101345 |
| 1995-08-01 | 9.03737033494402 |
| 1995-09-01 | 9.17860762401108 |
| 1995-10-01 | 9.12253951118706 |
| 1995-11-01 | 9.27199976637284 |
| 1995-12-01 | 9.42146059012275 |
| 1996-01-01 | 9.36559378442571 |
| 1996-02-01 | 9.30115798823797 |
| 1996-03-01 | 9.40543835426811 |
| 1996-04-01 | 9.25200646410956 |
| 1996-05-01 | 9.56158451679197 |
| 1996-06-01 | 9.56839114473249 |
| 1996-07-01 | 9.41480663822902 |
| 1996-08-01 | 9.44855809251446 |
| 1996-09-01 | 9.50370967547595 |
| 1996-10-01 | 9.70394174244671 |
| 1996-11-01 | 9.75317813251371 |
| 1996-12-01 | 9.78892803438804 |
| 1997-01-01 | 9.48013603387093 |
| 1997-02-01 | 9.61210492037520 |
| 1997-03-01 | 9.61975545957039 |
| 1997-04-01 | 9.94601894451395 |
| 1997-05-01 | 9.85553284025070 |
| 1997-06-01 | 9.75760224168424 |
| 1997-07-01 | 9.74453515439903 |
| 1997-08-01 | 9.86153449696729 |
| 1997-09-01 | 9.71696248627783 |
| 1997-10-01 | 9.66723032881198 |
| 1997-11-01 | 9.72223327144491 |
| 1997-12-01 | 9.67486891122986 |
| 1998-01-01 | 10.00452927232670 |
| 1998-02-01 | 9.92332295518164 |
| 1998-03-01 | 9.93873423089447 |
| 1998-04-01 | 9.63795607856660 |
| 1998-05-01 | 9.36040184737586 |
| 1998-06-01 | 9.24780855287613 |
| 1998-07-01 | 9.37223811114850 |
| 1998-08-01 | 9.35413420500226 |
| 1998-09-01 | 9.32040508987100 |
| 1998-10-01 | 9.33108116542772 |
| 1998-11-01 | 9.29684521850278 |
| 1998-12-01 | 9.27622783816122 |
| 1999-01-01 | 9.22285849122814 |
| 1999-02-01 | 9.23254779896846 |
| 1999-03-01 | 9.35250630995171 |
| 1999-04-01 | 9.54364237358259 |
| 1999-05-01 | 9.47305830037335 |
| 1999-06-01 | 9.54299904210528 |
| 1999-07-01 | 9.48810137571627 |
| 1999-08-01 | 9.44231946368726 |
| 1999-09-01 | 9.19861029242596 |
| 1999-10-01 | 9.61047059108537 |
| 1999-11-01 | 9.47938320565167 |
| 1999-12-01 | 9.57234890464615 |
| 2000-01-01 | 9.54468699701260 |
| 2000-02-01 | 9.54570658367440 |
| 2000-03-01 | 9.56537077810074 |
| 2000-04-01 | 9.55671359913619 |
| 2000-05-01 | 9.88311432962153 |
| 2000-06-01 | 10.03161680149610 |
| 2000-07-01 | 10.09104402141860 |
| 2000-08-01 | 10.03046541695320 |
| 2000-09-01 | 10.18195040578440 |
| 2000-10-01 | 10.11341536544850 |
| 2000-11-01 | 10.17689098812740 |
| 2000-12-01 | 10.05332321236190 |
| 2001-01-01 | 9.94620400207203 |
| 2001-02-01 | 10.25543152996810 |
| 2001-03-01 | 10.17048253056930 |
| 2001-04-01 | 10.07963299313800 |
| 2001-05-01 | 9.98467455383734 |
| 2001-06-01 | 10.02209781429360 |
| 2001-07-01 | 9.89530703593904 |
| 2001-08-01 | 10.13193053858170 |
| 2001-09-01 | 9.96929938812931 |
| 2001-10-01 | 10.12671897196730 |
| 2001-11-01 | 10.18681969551260 |
| 2001-12-01 | 10.02540824531730 |
| 2002-01-01 | 9.93411738790801 |
| 2002-02-01 | 9.95978938533034 |
| 2002-03-01 | 10.07062745861170 |
| 2002-04-01 | 10.08588546616350 |
| 2002-05-01 | 10.18551824199700 |
| 2002-06-01 | 9.91119132844342 |
| 2002-07-01 | 10.11259077568990 |
| 2002-08-01 | 10.03188067001880 |
| 2002-09-01 | 10.17674857006250 |
| 2002-10-01 | 9.94861612688283 |
| 2002-11-01 | 10.00304405311730 |
| 2002-12-01 | 10.10782972936310 |
| 2003-01-01 | 10.30192079913410 |
| 2003-02-01 | 9.95355176776991 |
| 2003-03-01 | 9.95328001352249 |
| 2003-04-01 | 9.98484350177823 |
| 2003-05-01 | 10.09009398776210 |
| 2003-06-01 | 10.21354948079230 |
| 2003-07-01 | 10.42143165825840 |
| 2003-08-01 | 10.44836633006990 |
| 2003-09-01 | 10.38240370630270 |
| 2003-10-01 | 10.36464381643220 |
| 2003-11-01 | 10.41593218193130 |
| 2003-12-01 | 10.50364091171350 |
| 2004-01-01 | 11.37267653725290 |
| 2004-02-01 | 11.35131813694120 |
| 2004-03-01 | 11.44403499160820 |
| 2004-04-01 | 11.17154064609800 |
| 2004-05-01 | 10.99460340219470 |
| 2004-06-01 | 10.90069088552750 |
| 2004-07-01 | 10.82467198576270 |
| 2004-08-01 | 10.66971272932760 |
| 2004-09-01 | 10.89217810217620 |
| 2004-10-01 | 11.06846828110600 |
| 2004-11-01 | 10.92078775434580 |
| 2004-12-01 | 11.11497616565770 |
| 2005-01-01 | 11.15499868468350 |
| 2005-02-01 | 11.15813547613670 |
| 2005-03-01 | 11.23645666808960 |
| 2005-04-01 | 11.36184428142700 |
| 2005-05-01 | 11.39721133108410 |
| 2005-06-01 | 11.49130789585390 |
| 2005-07-01 | 11.31214788659900 |
| 2005-08-01 | 11.38417926085530 |
| 2005-09-01 | 11.18846516291580 |
| 2005-10-01 | 11.46074113118400 |
| 2005-11-01 | 11.61604600649210 |
| 2005-12-01 | 11.63960401509220 |
| 2006-01-01 | 11.76057255409120 |
| 2006-02-01 | 11.77596282699390 |
| 2006-03-01 | 11.84832013192680 |
| 2006-04-01 | 11.65517481219340 |
| 2006-05-01 | 11.69215638740550 |
| 2006-06-01 | 11.67651419894940 |
| 2006-07-01 | 11.78843402712860 |
| 2006-08-01 | 11.67792809838730 |
| 2006-09-01 | 11.68495130618720 |
| 2006-10-01 | 11.75012050106020 |
| 2006-11-01 | 11.79809585036920 |
| 2006-12-01 | 11.66007735386780 |
| 2007-01-01 | 11.79139153670100 |
| 2007-02-01 | 11.90733311099850 |
| 2007-03-01 | 11.86136050034150 |
| 2007-04-01 | 12.06444961882100 |
| 2007-05-01 | 12.08534382413860 |
| 2007-06-01 | 12.17547168250500 |
| 2007-07-01 | 12.04111016644290 |
| 2007-08-01 | 12.04891419008210 |
| 2007-09-01 | 12.17135706153680 |
| 2007-10-01 | 12.14373967665800 |
| 2007-11-01 | 12.08485914568710 |
| 2007-12-01 | 12.07383137887330 |
| 2008-01-01 | 12.03312204839200 |
| 2008-02-01 | 11.94209535834990 |
| 2008-03-01 | 12.09182697411350 |
| 2008-04-01 | 11.98182266019360 |
| 2008-05-01 | 11.87837396842840 |
| 2008-06-01 | 11.76795417027160 |
| 2008-07-01 | 11.88076787839410 |
| 2008-08-01 | 11.90478100532060 |
| 2008-09-01 | 11.85794189125210 |
| 2008-10-01 | 11.64836384011530 |
| 2008-11-01 | 11.78676928834130 |
| 2008-12-01 | 11.78087504514570 |
| 2009-01-01 | 11.77626477671060 |
| 2009-02-01 | 11.76750150216430 |
| 2009-03-01 | 11.70623097923550 |
| 2009-04-01 | 11.80042205027120 |
| 2009-05-01 | 11.87725294260260 |
| 2009-06-01 | 11.77289305307680 |
| 2009-07-01 | 11.83061356515680 |
| 2009-08-01 | 11.44935008981950 |
| 2009-09-01 | 11.64795193594510 |
| 2009-10-01 | 11.75643578938920 |
| 2009-11-01 | 11.70066454587640 |
| 2009-12-01 | 11.68705609091260 |
| 2010-01-01 | 11.50440789249480 |
| 2010-02-01 | 11.48088645984860 |
| 2010-03-01 | 11.42391105572660 |
| 2010-04-01 | 11.31017158575650 |
| 2010-05-01 | 11.27238669307480 |
| 2010-06-01 | 11.26917973014510 |
| 2010-07-01 | 11.20298990208620 |
| 2010-08-01 | 11.21162812823110 |
| 2010-09-01 | 11.13896665133370 |
| 2010-10-01 | 11.07240214846950 |
| 2010-11-01 | 11.01496051197800 |
| 2010-12-01 | 10.99116328962560 |
| 2011-01-01 | 11.01913664851040 |
| 2011-02-01 | 10.98049257334660 |
| 2011-03-01 | 11.02593607055120 |
| 2011-04-01 | 11.01387871702710 |
| 2011-05-01 | 10.97186367144550 |
| 2011-06-01 | 11.16494641767720 |
| 2011-07-01 | 11.29679126243910 |
| 2011-08-01 | 11.39499758869030 |
| 2011-09-01 | 11.43572414112040 |
| 2011-10-01 | 11.18192334633860 |
| 2011-11-01 | 11.02329400548470 |
| 2011-12-01 | 11.01137895633570 |
| 2012-01-01 | 11.21153658399900 |
| 2012-02-01 | 11.36338041569130 |
| 2012-03-01 | 11.42630459323470 |
| 2012-04-01 | 11.40798746051220 |
| 2012-05-01 | 11.47513594409620 |
| 2012-06-01 | 11.35767799280990 |
| 2012-07-01 | 11.40659193951280 |
| 2012-08-01 | 11.51043544448710 |
| 2012-09-01 | 11.43027010795800 |
| 2012-10-01 | 11.47918674730690 |
| 2012-11-01 | 11.52785537776540 |
| 2012-12-01 | 11.73714644840130 |
| 2013-01-01 | 11.59293561069190 |
| 2013-02-01 | 11.54139251765370 |
| 2013-03-01 | 11.51580149485810 |
| 2013-04-01 | 11.59203100117540 |
| 2013-05-01 | 11.58295893217370 |
| 2013-06-01 | 11.66112077300580 |
| 2013-07-01 | 11.62688348541730 |
| 2013-08-01 | 11.73569190030850 |
| 2013-09-01 | 11.82827882566400 |
| 2013-10-01 | 11.67019630953020 |
| 2013-11-01 | 11.72898836719030 |
| 2013-12-01 | 11.76787388573830 |
| 2014-01-01 | 11.66387105255330 |
| 2014-02-01 | 11.61415046980610 |
| 2014-03-01 | 11.60328091963910 |
| 2014-04-01 | 11.66953957069980 |
| 2014-05-01 | 11.79433856309140 |
| 2014-06-01 | 11.67021443273920 |
| 2014-07-01 | 11.55270579879430 |
| 2014-08-01 | 11.46734473830250 |
| 2014-09-01 | 11.43052534608820 |
| 2014-10-01 | 11.55775438543390 |
| 2014-11-01 | 11.52472590506550 |
| 2014-12-01 | 11.38453923583100 |
| 2015-01-01 | 11.54426692312460 |
| 2015-02-01 | 11.59435668299070 |
| 2015-03-01 | 11.68764472658210 |
| 2015-04-01 | 11.44281232374740 |
| 2015-05-01 | 11.50431898263940 |
| 2015-06-01 | 11.47931310237520 |
| 2015-07-01 | 11.58197016547600 |
| 2015-08-01 | 11.48671977611130 |
| 2015-09-01 | 11.64480533488390 |
| 2015-10-01 | 11.75077156985380 |
| 2015-11-01 | 11.72079066207850 |
| 2015-12-01 | 11.69183155649200 |
| 2016-01-01 | 11.82699114935280 |
| 2016-02-01 | 11.78012003764770 |
| 2016-03-01 | 11.76475234734930 |
| 2016-04-01 | 11.82072428637050 |
| 2016-05-01 | 11.81715215899430 |
| 2016-06-01 | 11.58576480070360 |
| 2016-07-01 | 12.01027713076480 |
| 2016-08-01 | 11.99706751354080 |
| 2016-09-01 | 12.06154201287710 |
| 2016-10-01 | 11.95435632294240 |
| 2016-11-01 | 11.91851612151750 |
| 2016-12-01 | 11.87763260818820 |
| 2017-01-01 | 11.91957472938800 |
| 2017-02-01 | 12.16867013099910 |
| 2017-03-01 | 12.15122702996930 |
| 2017-04-01 | 12.00496970845140 |
| 2017-05-01 | 11.92357117478730 |
| 2017-06-01 | 11.89137214001010 |
| 2017-07-01 | 11.83471016536970 |
| 2017-08-01 | 11.89005392833350 |
| 2017-09-01 | 11.87736058457770 |
| 2017-10-01 | 11.97037830114660 |
| 2017-11-01 | 12.02384260978780 |
| 2017-12-01 | 12.05717677363360 |
| 2018-01-01 | 12.01350885202940 |
| 2018-02-01 | 12.06025864927150 |
| 2018-03-01 | 12.14026645175210 |
| 2018-04-01 | 12.19270802780320 |
| 2018-05-01 | 12.22826639187490 |
| 2018-06-01 | 12.18432358444670 |
| 2018-07-01 | 12.05740680673990 |
| 2018-08-01 | 12.29000934811770 |
| 2018-09-01 | 12.19441247955090 |
| 2018-10-01 | 12.18713871503970 |
| 2018-11-01 | 12.22998584654670 |
| 2018-12-01 | 12.22927046754810 |
| 2019-01-01 | 12.21161117091670 |
| 2019-02-01 | 12.04747648446020 |
| 2019-03-01 | 12.14131526483880 |
| 2019-04-01 | 12.08576064829400 |
| 2019-05-01 | 12.03097970598990 |
| 2019-06-01 | 12.06898147361630 |
| 2019-07-01 | 11.96250435197910 |
| 2019-08-01 | 11.99586903326470 |
| 2019-09-01 | 12.01895391691280 |
| 2019-10-01 | 11.99630092276000 |
| 2019-11-01 | 12.04576178386600 |
| 2019-12-01 | 12.11737789203970 |
| 2020-01-01 | 12.00103766411380 |
| 2020-02-01 | 12.13204568299930 |
| 2020-03-01 | 11.84636046224230 |
| 2020-04-01 | 6.27858408459832 |
| 2020-05-01 | 7.12781536550428 |
| 2020-06-01 | 8.64196683932663 |
| 2020-07-01 | 9.56085575707644 |
| 2020-08-01 | 9.60962739786778 |
| 2020-09-01 | 9.65226866600099 |
| 2020-10-01 | 9.49555882529344 |
| 2020-11-01 | 9.47038605376455 |
| 2020-12-01 | 8.01744173633037 |
| 2021-01-01 | 8.08921885958472 |
| 2021-02-01 | 9.30692066959073 |
| 2021-03-01 | 9.45819524942550 |
| 2021-04-01 | 9.47571292210521 |
| 2021-05-01 | 9.52020617259185 |
| 2021-06-01 | 9.61544060991298 |
| 2021-07-01 | 10.34712772929760 |
| 2021-08-01 | 10.31445821255450 |
| 2021-09-01 | 10.17713409597730 |
| 2021-10-01 | 10.59494434469320 |
| 2021-11-01 | 10.70278377778200 |
| 2021-12-01 | 10.74125366772510 |
| 2022-01-01 | 10.57816766550120 |
| 2022-02-01 | 10.89853105033870 |
| 2022-03-01 | 10.86621310874830 |
| 2022-04-01 | 10.85989620242830 |
| 2022-05-01 | 10.80243118256220 |
| 2022-06-01 | 10.58013725680430 |
| 2022-07-01 | 11.03602300588920 |
| 2022-08-01 | 11.01322260406580 |
| 2022-09-01 | 10.90933650639860 |
| 2022-10-01 | 11.29267805683040 |
| 2022-11-01 | 11.32481054723770 |
| 2022-12-01 | 11.46757159867870 |
| 2023-01-01 | 11.58160245057570 |
| 2023-02-01 | 11.60181500711700 |
| 2023-03-01 | 11.57474942954070 |
| 2023-04-01 | 11.74891399707280 |
| 2023-05-01 | 11.77578642487030 |
| 2023-06-01 | 11.75106137376520 |
| 2023-07-01 | 11.61793311159620 |
| 2023-08-01 | 11.70044714175690 |
| 2023-09-01 | 11.53045801078050 |
| 2023-10-01 | 11.29663340432220 |
| 2023-11-01 | 11.43898134215960 |
| 2023-12-01 | 11.49421938521630 |
| 2024-01-01 | 11.49041927559620 |
| 2024-02-01 | 11.52661036960940 |
| 2024-03-01 | 11.48413491962360 |
| 2024-04-01 | 11.33663158779490 |
| 2024-05-01 | 11.34257414758410 |
| 2024-06-01 | 11.32212615890180 |
| 2024-07-01 | 11.30751219099840 |
| 2024-08-01 | 11.28045506237650 |
| 2024-09-01 | 11.34634342582680 |
| 2024-10-01 | 11.30479834221640 |
| 2024-11-01 | 11.34518568887070 |
| 2024-12-01 | 11.31036989110530 |
| 2025-01-01 | 11.40813867072930 |
| 2025-02-01 | 11.34698040280680 |
| 2025-03-01 | 11.38933557222400 |
| 2025-04-01 | 11.43904721128920 |
| 2025-05-01 | 11.31392209588470 |
| 2025-06-01 | 11.30669841152020 |
| 2025-07-01 | 11.19585726541690 |
| 2025-08-01 | 11.26247702182570 |
| 2025-09-01 | 10.94367015916730 |
| 2025-10-01 | 10.91467380971110 |
| 2025-11-01 | 10.84604209072340 |
| 2025-12-01 | 10.72450033592120 |
| 2026-01-01 | 10.62338681500240 |
| 2026-02-01 | 10.56959447801830 |
| 2026-03-01 | 10.58935483398660 |
| 2026-04-01 | 10.63816114666330 |
| 2026-05-01 | 10.79525212433150 |
| 2026-06-01 | 10.79610782034200 |