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 2026-08-01 |
| Last Updated | 2026-09-18 11:16 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 | 8.2233549728 |
| 1990-02-01 | 8.3132914884 |
| 1990-03-01 | 8.1880465107 |
| 1990-04-01 | 8.1672387769 |
| 1990-05-01 | 8.3098077168 |
| 1990-06-01 | 8.4332267185 |
| 1990-07-01 | 8.2988503537 |
| 1990-08-01 | 8.2548718761 |
| 1990-09-01 | 8.1654476026 |
| 1990-10-01 | 8.0835071027 |
| 1990-11-01 | 8.1995314831 |
| 1990-12-01 | 8.0550473859 |
| 1991-01-01 | 8.0330714748 |
| 1991-02-01 | 8.0230805835 |
| 1991-03-01 | 8.0890813494 |
| 1991-04-01 | 8.0638003121 |
| 1991-05-01 | 8.1052878976 |
| 1991-06-01 | 8.0335034016 |
| 1991-07-01 | 8.0904177673 |
| 1991-08-01 | 8.1409379164 |
| 1991-09-01 | 8.2550275706 |
| 1991-10-01 | 8.3890002409 |
| 1991-11-01 | 8.4193195835 |
| 1991-12-01 | 8.6516432143 |
| 1992-01-01 | 8.4531493114 |
| 1992-02-01 | 8.3385957177 |
| 1992-03-01 | 8.2840556404 |
| 1992-04-01 | 8.2581949473 |
| 1992-05-01 | 8.0913002720 |
| 1992-06-01 | 8.1315408036 |
| 1992-07-01 | 8.0734685207 |
| 1992-08-01 | 8.0315328806 |
| 1992-09-01 | 7.8431202122 |
| 1992-10-01 | 8.2003249988 |
| 1992-11-01 | 8.2480792815 |
| 1992-12-01 | 8.1331678793 |
| 1993-01-01 | 8.0770782552 |
| 1993-02-01 | 8.3597850360 |
| 1993-03-01 | 8.4838552934 |
| 1993-04-01 | 8.5606375470 |
| 1993-05-01 | 8.5641351427 |
| 1993-06-01 | 8.5111631696 |
| 1993-07-01 | 8.6642627659 |
| 1993-08-01 | 8.7316751255 |
| 1993-09-01 | 8.6422661804 |
| 1993-10-01 | 8.6116942768 |
| 1993-11-01 | 8.4677145387 |
| 1993-12-01 | 8.4989086305 |
| 1994-01-01 | 8.5133867829 |
| 1994-02-01 | 8.4826868824 |
| 1994-03-01 | 8.4877969897 |
| 1994-04-01 | 8.5620342144 |
| 1994-05-01 | 8.5197764160 |
| 1994-06-01 | 8.5918553112 |
| 1994-07-01 | 8.6672459422 |
| 1994-08-01 | 8.7339485764 |
| 1994-09-01 | 8.7568091474 |
| 1994-10-01 | 8.6234622665 |
| 1994-11-01 | 8.5800678447 |
| 1994-12-01 | 8.6580269538 |
| 1995-01-01 | 8.7378264025 |
| 1995-02-01 | 8.8928920966 |
| 1995-03-01 | 8.8963230160 |
| 1995-04-01 | 8.8633366972 |
| 1995-05-01 | 8.9859468041 |
| 1995-06-01 | 9.0756555306 |
| 1995-07-01 | 9.1870179443 |
| 1995-08-01 | 9.0373716263 |
| 1995-09-01 | 9.1786090066 |
| 1995-10-01 | 9.1225408770 |
| 1995-11-01 | 9.2720010271 |
| 1995-12-01 | 9.4214615889 |
| 1996-01-01 | 9.3655844458 |
| 1996-02-01 | 9.3011588772 |
| 1996-03-01 | 9.4054391401 |
| 1996-04-01 | 9.2520043411 |
| 1996-05-01 | 9.5615853638 |
| 1996-06-01 | 9.5683919810 |
| 1996-07-01 | 9.4148078099 |
| 1996-08-01 | 9.4485597929 |
| 1996-09-01 | 9.5037135918 |
| 1996-10-01 | 9.7039434978 |
| 1996-11-01 | 9.7531794746 |
| 1996-12-01 | 9.7889287107 |
| 1997-01-01 | 9.4801223998 |
| 1997-02-01 | 9.6121052470 |
| 1997-03-01 | 9.6197559969 |
| 1997-04-01 | 9.9460178256 |
| 1997-05-01 | 9.8555339871 |
| 1997-06-01 | 9.7576033300 |
| 1997-07-01 | 9.7445367041 |
| 1997-08-01 | 9.8615369216 |
| 1997-09-01 | 9.7169693686 |
| 1997-10-01 | 9.6672333845 |
| 1997-11-01 | 9.7222362003 |
| 1997-12-01 | 9.6748711006 |
| 1998-01-01 | 10.0045024800 |
| 1998-02-01 | 9.9233239489 |
| 1998-03-01 | 9.9387352457 |
| 1998-04-01 | 9.6379567636 |
| 1998-05-01 | 9.3604031161 |
| 1998-06-01 | 9.2478096121 |
| 1998-07-01 | 9.3722402662 |
| 1998-08-01 | 9.3541345903 |
| 1998-09-01 | 9.3204162842 |
| 1998-10-01 | 9.3310867378 |
| 1998-11-01 | 9.2968648694 |
| 1998-12-01 | 9.2762299160 |
| 1999-01-01 | 9.2228155372 |
| 1999-02-01 | 9.2325436535 |
| 1999-03-01 | 9.3525005205 |
| 1999-04-01 | 9.5436371178 |
| 1999-05-01 | 9.4730517525 |
| 1999-06-01 | 9.5430190573 |
| 1999-07-01 | 9.4881023139 |
| 1999-08-01 | 9.4423216046 |
| 1999-09-01 | 9.1986168475 |
| 1999-10-01 | 9.6104901851 |
| 1999-11-01 | 9.4794302109 |
| 1999-12-01 | 9.5723582519 |
| 2000-01-01 | 9.5446152996 |
| 2000-02-01 | 9.5456950656 |
| 2000-03-01 | 9.5653526800 |
| 2000-04-01 | 9.5566950220 |
| 2000-05-01 | 9.8830940820 |
| 2000-06-01 | 10.0316498366 |
| 2000-07-01 | 10.0910389235 |
| 2000-08-01 | 10.0304681541 |
| 2000-09-01 | 10.1819562850 |
| 2000-10-01 | 10.1134632668 |
| 2000-11-01 | 10.1769978907 |
| 2000-12-01 | 10.0533972532 |
| 2001-01-01 | 9.9460523995 |
| 2001-02-01 | 10.2553727569 |
| 2001-03-01 | 10.1704451625 |
| 2001-04-01 | 10.0795927551 |
| 2001-05-01 | 9.9846403317 |
| 2001-06-01 | 10.0221495366 |
| 2001-07-01 | 9.8953037270 |
| 2001-08-01 | 10.1319389241 |
| 2001-09-01 | 9.9693099311 |
| 2001-10-01 | 10.1268025629 |
| 2001-11-01 | 10.1869778075 |
| 2001-12-01 | 10.0255512666 |
| 2002-01-01 | 9.9338870095 |
| 2002-02-01 | 9.9596832878 |
| 2002-03-01 | 10.0705703301 |
| 2002-04-01 | 10.0858233307 |
| 2002-05-01 | 10.1854735533 |
| 2002-06-01 | 9.9112417507 |
| 2002-07-01 | 10.1125968737 |
| 2002-08-01 | 10.0318939513 |
| 2002-09-01 | 10.1767731439 |
| 2002-10-01 | 9.9487275383 |
| 2002-11-01 | 10.0032445035 |
| 2002-12-01 | 10.1080338669 |
| 2003-01-01 | 10.3016362065 |
| 2003-02-01 | 9.9533973325 |
| 2003-03-01 | 9.9531994434 |
| 2003-04-01 | 9.9847635235 |
| 2003-05-01 | 10.0900441096 |
| 2003-06-01 | 10.2136055295 |
| 2003-07-01 | 10.4214530014 |
| 2003-08-01 | 10.4483892662 |
| 2003-09-01 | 10.3824371230 |
| 2003-10-01 | 10.3647665989 |
| 2003-11-01 | 10.4161254088 |
| 2003-12-01 | 10.5038479985 |
| 2004-01-01 | 11.3724047828 |
| 2004-02-01 | 11.3511591015 |
| 2004-03-01 | 11.4439437815 |
| 2004-04-01 | 11.1714580070 |
| 2004-05-01 | 10.9945563798 |
| 2004-06-01 | 10.9007279849 |
| 2004-07-01 | 10.8247022091 |
| 2004-08-01 | 10.6697389455 |
| 2004-09-01 | 10.8922201942 |
| 2004-10-01 | 11.0685820050 |
| 2004-11-01 | 10.9209566174 |
| 2004-12-01 | 11.1151766232 |
| 2005-01-01 | 11.1547588516 |
| 2005-02-01 | 11.1579809774 |
| 2005-03-01 | 11.2363664992 |
| 2005-04-01 | 11.3617741250 |
| 2005-05-01 | 11.3971780859 |
| 2005-06-01 | 11.4913304060 |
| 2005-07-01 | 11.3121865081 |
| 2005-08-01 | 11.3842069593 |
| 2005-09-01 | 11.1885092394 |
| 2005-10-01 | 11.4608251428 |
| 2005-11-01 | 11.6161550289 |
| 2005-12-01 | 11.6397396412 |
| 2006-01-01 | 11.7604170694 |
| 2006-02-01 | 11.7758553371 |
| 2006-03-01 | 11.8482466415 |
| 2006-04-01 | 11.6551269101 |
| 2006-05-01 | 11.6921375418 |
| 2006-06-01 | 11.6765153628 |
| 2006-07-01 | 11.7884714769 |
| 2006-08-01 | 11.6779511033 |
| 2006-09-01 | 11.6849888536 |
| 2006-10-01 | 11.7501670089 |
| 2006-11-01 | 11.7981539956 |
| 2006-12-01 | 11.6601447195 |
| 2007-01-01 | 11.7913195564 |
| 2007-02-01 | 11.9072740191 |
| 2007-03-01 | 11.8613051794 |
| 2007-04-01 | 12.0644233211 |
| 2007-05-01 | 12.0853359128 |
| 2007-06-01 | 12.1754714315 |
| 2007-07-01 | 12.0411385559 |
| 2007-08-01 | 12.0489327747 |
| 2007-09-01 | 12.1713781296 |
| 2007-10-01 | 12.1437555328 |
| 2007-11-01 | 12.0848737399 |
| 2007-12-01 | 12.0738363837 |
| 2008-01-01 | 12.0331175722 |
| 2008-02-01 | 11.9420840025 |
| 2008-03-01 | 12.0917945997 |
| 2008-04-01 | 11.9818127284 |
| 2008-05-01 | 11.8783709789 |
| 2008-06-01 | 11.7679481010 |
| 2008-07-01 | 11.8807800456 |
| 2008-08-01 | 11.9047924101 |
| 2008-09-01 | 11.8579495346 |
| 2008-10-01 | 11.6483656331 |
| 2008-11-01 | 11.7867741859 |
| 2008-12-01 | 11.7808768458 |
| 2009-01-01 | 11.7762644881 |
| 2009-02-01 | 11.7674998159 |
| 2009-03-01 | 11.7062159734 |
| 2009-04-01 | 11.8004215671 |
| 2009-05-01 | 11.8772549616 |
| 2009-06-01 | 11.7728870113 |
| 2009-07-01 | 11.8306178892 |
| 2009-08-01 | 11.4493563702 |
| 2009-09-01 | 11.6479550407 |
| 2009-10-01 | 11.7564318952 |
| 2009-11-01 | 11.7006654523 |
| 2009-12-01 | 11.6870556095 |
| 2010-01-01 | 11.5044083286 |
| 2010-02-01 | 11.4808871575 |
| 2010-03-01 | 11.4239072264 |
| 2010-04-01 | 11.3101730834 |
| 2010-05-01 | 11.2723890550 |
| 2010-06-01 | 11.2691754231 |
| 2010-07-01 | 11.2029916504 |
| 2010-08-01 | 11.2116319898 |
| 2010-09-01 | 11.1389673980 |
| 2010-10-01 | 11.0723983089 |
| 2010-11-01 | 11.0149598010 |
| 2010-12-01 | 10.9911610046 |
| 2011-01-01 | 11.0191366456 |
| 2011-02-01 | 10.9804933596 |
| 2011-03-01 | 11.0259350240 |
| 2011-04-01 | 11.0138803627 |
| 2011-05-01 | 10.9718695711 |
| 2011-06-01 | 11.1649447371 |
| 2011-07-01 | 11.2967922797 |
| 2011-08-01 | 11.3950002194 |
| 2011-09-01 | 11.4357236757 |
| 2011-10-01 | 11.1819196164 |
| 2011-11-01 | 11.0232913506 |
| 2011-12-01 | 11.0113691753 |
| 2012-01-01 | 11.2115337314 |
| 2012-02-01 | 11.3633778081 |
| 2012-03-01 | 11.4263247049 |
| 2012-04-01 | 11.4079857154 |
| 2012-05-01 | 11.4751427430 |
| 2012-06-01 | 11.3576770169 |
| 2012-07-01 | 11.4065905191 |
| 2012-08-01 | 11.5104398063 |
| 2012-09-01 | 11.4302664034 |
| 2012-10-01 | 11.4791814030 |
| 2012-11-01 | 11.5278493914 |
| 2012-12-01 | 11.7371292330 |
| 2013-01-01 | 11.5929311519 |
| 2013-02-01 | 11.5413893786 |
| 2013-03-01 | 11.5158436773 |
| 2013-04-01 | 11.5920282725 |
| 2013-05-01 | 11.5829669181 |
| 2013-06-01 | 11.6611221178 |
| 2013-07-01 | 11.6268765629 |
| 2013-08-01 | 11.7356939995 |
| 2013-09-01 | 11.8282680513 |
| 2013-10-01 | 11.6701845197 |
| 2013-11-01 | 11.7289782493 |
| 2013-12-01 | 11.7678502567 |
| 2014-01-01 | 11.6638670791 |
| 2014-02-01 | 11.6141489107 |
| 2014-03-01 | 11.6033693434 |
| 2014-04-01 | 11.6695384971 |
| 2014-05-01 | 11.7943453321 |
| 2014-06-01 | 11.6702174272 |
| 2014-07-01 | 11.5526895939 |
| 2014-08-01 | 11.4673353931 |
| 2014-09-01 | 11.4304916750 |
| 2014-10-01 | 11.5577164503 |
| 2014-11-01 | 11.5246928910 |
| 2014-12-01 | 11.3845032588 |
| 2015-01-01 | 11.5442705838 |
| 2015-02-01 | 11.5943855497 |
| 2015-03-01 | 11.6878013955 |
| 2015-04-01 | 11.4428659932 |
| 2015-05-01 | 11.5043762802 |
| 2015-06-01 | 11.4793581931 |
| 2015-07-01 | 11.5818297169 |
| 2015-08-01 | 11.4866879971 |
| 2015-09-01 | 11.6447132393 |
| 2015-10-01 | 11.7506528646 |
| 2015-11-01 | 11.7206744272 |
| 2015-12-01 | 11.6917344311 |
| 2016-01-01 | 11.8269810494 |
| 2016-02-01 | 11.7803595624 |
| 2016-03-01 | 11.7650340131 |
| 2016-04-01 | 11.8209079640 |
| 2016-05-01 | 11.8173210378 |
| 2016-06-01 | 11.5858746970 |
| 2016-07-01 | 12.0099975232 |
| 2016-08-01 | 11.9969584701 |
| 2016-09-01 | 12.0613039885 |
| 2016-10-01 | 11.9540510025 |
| 2016-11-01 | 11.9181996367 |
| 2016-12-01 | 11.8773371383 |
| 2017-01-01 | 11.9193949842 |
| 2017-02-01 | 12.1693517772 |
| 2017-03-01 | 12.1518746201 |
| 2017-04-01 | 12.0054461673 |
| 2017-05-01 | 11.9239746302 |
| 2017-06-01 | 11.8919326441 |
| 2017-07-01 | 11.8339389964 |
| 2017-08-01 | 11.8896368227 |
| 2017-09-01 | 11.8768050417 |
| 2017-10-01 | 11.9698109224 |
| 2017-11-01 | 12.0232635004 |
| 2017-12-01 | 12.0566495367 |
| 2018-01-01 | 12.0131147480 |
| 2018-02-01 | 12.0614454395 |
| 2018-03-01 | 12.1413606876 |
| 2018-04-01 | 12.1936137647 |
| 2018-05-01 | 12.2291420509 |
| 2018-06-01 | 12.1857014218 |
| 2018-07-01 | 12.0558587443 |
| 2018-08-01 | 12.2890239019 |
| 2018-09-01 | 12.1934323656 |
| 2018-10-01 | 12.1862924749 |
| 2018-11-01 | 12.2292130542 |
| 2018-12-01 | 12.2286400462 |
| 2019-01-01 | 12.2107223239 |
| 2019-02-01 | 12.0491853849 |
| 2019-03-01 | 12.1428826405 |
| 2019-04-01 | 12.0870794927 |
| 2019-05-01 | 12.0322622090 |
| 2019-06-01 | 12.0714626940 |
| 2019-07-01 | 11.9602576797 |
| 2019-08-01 | 11.9942251373 |
| 2019-09-01 | 12.0174972829 |
| 2019-10-01 | 11.9951799787 |
| 2019-11-01 | 12.0448426034 |
| 2019-12-01 | 12.1167519623 |
| 2020-01-01 | 11.9998175332 |
| 2020-02-01 | 12.1340889031 |
| 2020-03-01 | 11.8482100227 |
| 2020-04-01 | 6.2802315300 |
| 2020-05-01 | 7.1294362357 |
| 2020-06-01 | 8.6451710385 |
| 2020-07-01 | 9.5583613300 |
| 2020-08-01 | 9.6074996138 |
| 2020-09-01 | 9.6504571703 |
| 2020-10-01 | 9.4939463246 |
| 2020-11-01 | 9.4693653094 |
| 2020-12-01 | 8.0168524155 |
| 2021-01-01 | 8.0877394385 |
| 2021-02-01 | 9.3091773570 |
| 2021-03-01 | 9.4604449578 |
| 2021-04-01 | 9.4777991373 |
| 2021-05-01 | 9.5221288104 |
| 2021-06-01 | 9.6190741546 |
| 2021-07-01 | 10.3447093440 |
| 2021-08-01 | 10.3118718939 |
| 2021-09-01 | 10.1747842865 |
| 2021-10-01 | 10.5925857417 |
| 2021-11-01 | 10.7013980281 |
| 2021-12-01 | 10.7404921331 |
| 2022-01-01 | 10.5767585004 |
| 2022-02-01 | 10.9007928368 |
| 2022-03-01 | 10.8691185225 |
| 2022-04-01 | 10.8630660981 |
| 2022-05-01 | 10.8056061294 |
| 2022-06-01 | 10.5846244792 |
| 2022-07-01 | 11.0349408501 |
| 2022-08-01 | 11.0055707939 |
| 2022-09-01 | 10.9070428132 |
| 2022-10-01 | 11.2897266396 |
| 2022-11-01 | 11.3229842836 |
| 2022-12-01 | 11.4664275786 |
| 2023-01-01 | 11.5802057962 |
| 2023-02-01 | 11.6041442943 |
| 2023-03-01 | 11.5786841093 |
| 2023-04-01 | 11.7541076752 |
| 2023-05-01 | 11.7819448302 |
| 2023-06-01 | 11.7592429823 |
| 2023-07-01 | 11.6166978985 |
| 2023-08-01 | 11.6851274244 |
| 2023-09-01 | 11.5256865632 |
| 2023-10-01 | 11.2922329694 |
| 2023-11-01 | 11.4363240753 |
| 2023-12-01 | 11.4929038991 |
| 2024-01-01 | 11.4904214558 |
| 2024-02-01 | 11.5306507770 |
| 2024-03-01 | 11.4905220625 |
| 2024-04-01 | 11.3455946633 |
| 2024-05-01 | 11.3538332761 |
| 2024-06-01 | 11.3370468826 |
| 2024-07-01 | 11.2996446626 |
| 2024-08-01 | 11.2513074681 |
| 2024-09-01 | 11.3393949480 |
| 2024-10-01 | 11.2995283558 |
| 2024-11-01 | 11.3425117018 |
| 2024-12-01 | 11.3098508342 |
| 2025-01-01 | 11.4104798616 |
| 2025-02-01 | 11.3535964360 |
| 2025-03-01 | 11.3986500023 |
| 2025-04-01 | 11.4521882147 |
| 2025-05-01 | 11.3307893270 |
| 2025-06-01 | 11.3296760183 |
| 2025-07-01 | 11.1767681296 |
| 2025-08-01 | 11.2208317711 |
| 2025-09-01 | 10.9337029629 |
| 2025-10-01 | 10.9086176860 |
| 2025-11-01 | 10.8436405655 |
| 2025-12-01 | 10.7253713979 |
| 2026-01-01 | 10.6286732063 |
| 2026-02-01 | 10.5794594627 |
| 2026-03-01 | 10.6020492612 |
| 2026-04-01 | 10.6555861087 |
| 2026-05-01 | 10.8174444994 |
| 2026-06-01 | 10.8265320847 |
| 2026-07-01 | 11.0580715033 |
| 2026-08-01 | 10.9976478085 |