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 2026-09-01 |
| Last Updated | 2026-10-20 9:46 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 | 8.8650955027 |
| 1990-02-01 | 8.9526112838 |
| 1990-03-01 | 8.6075384377 |
| 1990-04-01 | 9.2035322293 |
| 1990-05-01 | 9.3733024228 |
| 1990-06-01 | 9.4344149227 |
| 1990-07-01 | 9.3993235963 |
| 1990-08-01 | 9.3704979308 |
| 1990-09-01 | 9.2704413570 |
| 1990-10-01 | 9.1292655732 |
| 1990-11-01 | 9.1758305335 |
| 1990-12-01 | 9.1165276013 |
| 1991-01-01 | 8.9752839196 |
| 1991-02-01 | 8.9462867562 |
| 1991-03-01 | 9.0187562205 |
| 1991-04-01 | 8.9937323838 |
| 1991-05-01 | 9.0706879575 |
| 1991-06-01 | 9.1318749826 |
| 1991-07-01 | 9.0969855997 |
| 1991-08-01 | 9.1555020053 |
| 1991-09-01 | 9.2682583010 |
| 1991-10-01 | 9.4325464430 |
| 1991-11-01 | 9.4920701058 |
| 1991-12-01 | 9.5174618352 |
| 1992-01-01 | 9.6010959585 |
| 1992-02-01 | 9.4413474917 |
| 1992-03-01 | 9.4266685394 |
| 1992-04-01 | 9.2760625180 |
| 1992-05-01 | 9.1666096260 |
| 1992-06-01 | 9.1229609060 |
| 1992-07-01 | 9.1865539113 |
| 1992-08-01 | 9.0331578511 |
| 1992-09-01 | 8.8669052448 |
| 1992-10-01 | 9.4367785004 |
| 1992-11-01 | 9.2271120547 |
| 1992-12-01 | 9.2121511750 |
| 1993-01-01 | 9.4318413180 |
| 1993-02-01 | 9.5431784014 |
| 1993-03-01 | 9.5411335103 |
| 1993-04-01 | 9.7587308052 |
| 1993-05-01 | 9.5527691056 |
| 1993-06-01 | 9.5005979083 |
| 1993-07-01 | 9.5716231478 |
| 1993-08-01 | 9.7148268244 |
| 1993-09-01 | 9.6732780840 |
| 1993-10-01 | 9.6411446748 |
| 1993-11-01 | 9.5584397547 |
| 1993-12-01 | 9.4907756974 |
| 1994-01-01 | 9.5796498411 |
| 1994-02-01 | 9.6565104256 |
| 1994-03-01 | 9.5613241901 |
| 1994-04-01 | 9.7375781062 |
| 1994-05-01 | 9.7254655974 |
| 1994-06-01 | 9.7726124168 |
| 1994-07-01 | 9.7633749585 |
| 1994-08-01 | 9.7931334704 |
| 1994-09-01 | 9.9908591968 |
| 1994-10-01 | 9.7402959731 |
| 1994-11-01 | 9.7871151519 |
| 1994-12-01 | 9.8675442467 |
| 1995-01-01 | 9.8237730167 |
| 1995-02-01 | 9.9720592780 |
| 1995-03-01 | 10.1871712052 |
| 1995-04-01 | 10.2127239446 |
| 1995-05-01 | 10.2994514957 |
| 1995-06-01 | 10.4440678954 |
| 1995-07-01 | 10.6583502629 |
| 1995-08-01 | 10.5777665948 |
| 1995-09-01 | 10.6259447199 |
| 1995-10-01 | 10.5246541061 |
| 1995-11-01 | 10.5919165942 |
| 1995-12-01 | 10.8416527150 |
| 1996-01-01 | 10.8687072254 |
| 1996-02-01 | 10.8010112511 |
| 1996-03-01 | 10.8147714077 |
| 1996-04-01 | 10.6871637049 |
| 1996-05-01 | 10.8785669049 |
| 1996-06-01 | 10.9120437170 |
| 1996-07-01 | 10.8568533465 |
| 1996-08-01 | 10.8660264366 |
| 1996-09-01 | 10.7720524740 |
| 1996-10-01 | 11.0934502086 |
| 1996-11-01 | 11.1886283617 |
| 1996-12-01 | 11.2205514685 |
| 1997-01-01 | 10.9914048725 |
| 1997-02-01 | 11.0271932226 |
| 1997-03-01 | 11.0531765314 |
| 1997-04-01 | 11.1857347009 |
| 1997-05-01 | 11.2644114256 |
| 1997-06-01 | 11.1808531873 |
| 1997-07-01 | 11.1461467968 |
| 1997-08-01 | 11.1559129671 |
| 1997-09-01 | 11.1105961985 |
| 1997-10-01 | 11.0497429136 |
| 1997-11-01 | 11.0654999893 |
| 1997-12-01 | 11.0206773041 |
| 1998-01-01 | 11.4218542512 |
| 1998-02-01 | 11.2504932258 |
| 1998-03-01 | 11.1930996127 |
| 1998-04-01 | 11.0990533315 |
| 1998-05-01 | 10.7549574988 |
| 1998-06-01 | 10.6514294857 |
| 1998-07-01 | 10.7335278878 |
| 1998-08-01 | 10.7258316416 |
| 1998-09-01 | 10.6314932170 |
| 1998-10-01 | 10.8115754589 |
| 1998-11-01 | 10.7401843593 |
| 1998-12-01 | 10.7372304933 |
| 1999-01-01 | 10.8544365435 |
| 1999-02-01 | 10.7674787532 |
| 1999-03-01 | 10.8313734185 |
| 1999-04-01 | 11.0288587681 |
| 1999-05-01 | 10.9468459835 |
| 1999-06-01 | 11.1310100668 |
| 1999-07-01 | 10.9166894379 |
| 1999-08-01 | 10.8857949037 |
| 1999-09-01 | 10.7225140652 |
| 1999-10-01 | 10.9780746517 |
| 1999-11-01 | 10.9190576869 |
| 1999-12-01 | 11.0649525619 |
| 2000-01-01 | 10.9936148173 |
| 2000-02-01 | 10.9961844592 |
| 2000-03-01 | 10.9554629342 |
| 2000-04-01 | 11.0636541541 |
| 2000-05-01 | 11.5337743603 |
| 2000-06-01 | 11.5063325933 |
| 2000-07-01 | 11.6065263592 |
| 2000-08-01 | 11.5480717679 |
| 2000-09-01 | 11.8862474413 |
| 2000-10-01 | 11.4749109721 |
| 2000-11-01 | 11.5130287421 |
| 2000-12-01 | 11.3879563975 |
| 2001-01-01 | 11.4155045271 |
| 2001-02-01 | 11.7202650521 |
| 2001-03-01 | 11.5628481641 |
| 2001-04-01 | 11.4000410243 |
| 2001-05-01 | 11.3128235239 |
| 2001-06-01 | 11.3924336658 |
| 2001-07-01 | 11.4060135616 |
| 2001-08-01 | 11.6372870978 |
| 2001-09-01 | 11.4364967830 |
| 2001-10-01 | 11.5817465418 |
| 2001-11-01 | 11.7190417538 |
| 2001-12-01 | 11.7045501969 |
| 2002-01-01 | 11.5250254689 |
| 2002-02-01 | 11.5394174075 |
| 2002-03-01 | 11.5518248885 |
| 2002-04-01 | 11.6131571419 |
| 2002-05-01 | 11.6861787866 |
| 2002-06-01 | 11.5769534391 |
| 2002-07-01 | 11.6330823115 |
| 2002-08-01 | 11.6523955633 |
| 2002-09-01 | 11.7989337619 |
| 2002-10-01 | 11.6128831875 |
| 2002-11-01 | 11.4281751583 |
| 2002-12-01 | 11.4017491940 |
| 2003-01-01 | 11.7104413589 |
| 2003-02-01 | 11.4370394943 |
| 2003-03-01 | 11.2295745696 |
| 2003-04-01 | 11.6079508263 |
| 2003-05-01 | 11.7697464713 |
| 2003-06-01 | 11.8803522148 |
| 2003-07-01 | 11.9639358445 |
| 2003-08-01 | 12.0850423131 |
| 2003-09-01 | 12.1820640966 |
| 2003-10-01 | 11.9354448324 |
| 2003-11-01 | 12.0487899288 |
| 2003-12-01 | 11.8877698174 |
| 2004-01-01 | 13.0753516459 |
| 2004-02-01 | 13.0247814237 |
| 2004-03-01 | 13.0182876676 |
| 2004-04-01 | 12.9012573573 |
| 2004-05-01 | 12.6517777912 |
| 2004-06-01 | 12.5660999674 |
| 2004-07-01 | 12.6021849286 |
| 2004-08-01 | 12.4234791196 |
| 2004-09-01 | 12.5803201166 |
| 2004-10-01 | 12.7765703448 |
| 2004-11-01 | 12.6651404515 |
| 2004-12-01 | 12.8590368375 |
| 2005-01-01 | 12.8223420051 |
| 2005-02-01 | 12.8034512143 |
| 2005-03-01 | 12.9132676806 |
| 2005-04-01 | 13.2107776136 |
| 2005-05-01 | 13.1452528905 |
| 2005-06-01 | 13.1643156225 |
| 2005-07-01 | 12.9156539156 |
| 2005-08-01 | 12.9462965328 |
| 2005-09-01 | 12.6966708887 |
| 2005-10-01 | 13.0068521148 |
| 2005-11-01 | 13.1807353372 |
| 2005-12-01 | 13.2290085857 |
| 2006-01-01 | 13.1727520132 |
| 2006-02-01 | 13.2777231184 |
| 2006-03-01 | 13.4189675386 |
| 2006-04-01 | 13.1440179010 |
| 2006-05-01 | 13.0393872409 |
| 2006-06-01 | 13.0579714228 |
| 2006-07-01 | 13.2167232556 |
| 2006-08-01 | 13.2457543465 |
| 2006-09-01 | 13.2237179717 |
| 2006-10-01 | 13.3398696383 |
| 2006-11-01 | 13.2778052015 |
| 2006-12-01 | 13.3041432368 |
| 2007-01-01 | 13.3317580036 |
| 2007-02-01 | 13.4543153118 |
| 2007-03-01 | 13.4181376593 |
| 2007-04-01 | 13.5915270918 |
| 2007-05-01 | 13.7573528935 |
| 2007-06-01 | 13.8755576592 |
| 2007-07-01 | 13.6884100115 |
| 2007-08-01 | 13.7163832970 |
| 2007-09-01 | 13.8419834111 |
| 2007-10-01 | 13.6516821639 |
| 2007-11-01 | 13.6806710665 |
| 2007-12-01 | 13.6943424393 |
| 2008-01-01 | 13.8035549779 |
| 2008-02-01 | 13.5468013164 |
| 2008-03-01 | 13.8198958283 |
| 2008-04-01 | 13.5509147370 |
| 2008-05-01 | 13.4789110651 |
| 2008-06-01 | 13.3794271400 |
| 2008-07-01 | 13.4485918536 |
| 2008-08-01 | 13.4726865186 |
| 2008-09-01 | 13.3396539221 |
| 2008-10-01 | 13.3682455614 |
| 2008-11-01 | 13.3929262452 |
| 2008-12-01 | 13.4034162568 |
| 2009-01-01 | 13.3898891567 |
| 2009-02-01 | 13.4440527952 |
| 2009-03-01 | 13.3002627281 |
| 2009-04-01 | 13.2877171292 |
| 2009-05-01 | 13.4160957802 |
| 2009-06-01 | 13.2974797161 |
| 2009-07-01 | 13.3082759081 |
| 2009-08-01 | 12.8264327227 |
| 2009-09-01 | 13.1376317872 |
| 2009-10-01 | 13.2667771946 |
| 2009-11-01 | 13.3156519426 |
| 2009-12-01 | 13.1069089044 |
| 2010-01-01 | 13.0878205611 |
| 2010-02-01 | 13.0452698066 |
| 2010-03-01 | 12.9891156872 |
| 2010-04-01 | 12.8081037252 |
| 2010-05-01 | 12.6447790265 |
| 2010-06-01 | 12.5981952881 |
| 2010-07-01 | 12.5936046986 |
| 2010-08-01 | 12.4953504998 |
| 2010-09-01 | 12.5309639242 |
| 2010-10-01 | 12.3580465085 |
| 2010-11-01 | 12.3312461252 |
| 2010-12-01 | 12.3140355275 |
| 2011-01-01 | 12.2984284393 |
| 2011-02-01 | 12.1394459754 |
| 2011-03-01 | 12.2772306340 |
| 2011-04-01 | 12.2035547071 |
| 2011-05-01 | 12.1776145934 |
| 2011-06-01 | 12.4959889173 |
| 2011-07-01 | 12.5963526205 |
| 2011-08-01 | 12.6840585990 |
| 2011-09-01 | 12.7262167411 |
| 2011-10-01 | 12.4350537598 |
| 2011-11-01 | 12.3411193858 |
| 2011-12-01 | 12.2239957196 |
| 2012-01-01 | 12.4021249910 |
| 2012-02-01 | 12.6324483500 |
| 2012-03-01 | 12.6788094817 |
| 2012-04-01 | 12.7958325093 |
| 2012-05-01 | 12.7982114739 |
| 2012-06-01 | 12.6796506773 |
| 2012-07-01 | 12.7116309999 |
| 2012-08-01 | 12.7973162744 |
| 2012-09-01 | 12.7153566245 |
| 2012-10-01 | 12.8025024981 |
| 2012-11-01 | 12.8467083533 |
| 2012-12-01 | 13.0527203714 |
| 2013-01-01 | 13.0003805247 |
| 2013-02-01 | 12.9196658244 |
| 2013-03-01 | 12.8820529078 |
| 2013-04-01 | 12.8687207455 |
| 2013-05-01 | 12.8116652718 |
| 2013-06-01 | 12.8709020624 |
| 2013-07-01 | 12.8314931418 |
| 2013-08-01 | 13.0285945128 |
| 2013-09-01 | 13.1120776456 |
| 2013-10-01 | 13.0733098089 |
| 2013-11-01 | 13.1362191597 |
| 2013-12-01 | 13.0871876610 |
| 2014-01-01 | 12.9881613233 |
| 2014-02-01 | 12.9996636683 |
| 2014-03-01 | 12.9847649132 |
| 2014-04-01 | 13.0473455432 |
| 2014-05-01 | 13.3226600932 |
| 2014-06-01 | 13.1653135877 |
| 2014-07-01 | 13.0527926704 |
| 2014-08-01 | 12.9670795698 |
| 2014-09-01 | 12.9093273395 |
| 2014-10-01 | 13.0424377117 |
| 2014-11-01 | 13.0095003332 |
| 2014-12-01 | 13.0289201957 |
| 2015-01-01 | 13.0887797994 |
| 2015-02-01 | 13.0827634533 |
| 2015-03-01 | 13.0812389914 |
| 2015-04-01 | 13.0221498548 |
| 2015-05-01 | 13.1301357215 |
| 2015-06-01 | 13.0556115795 |
| 2015-07-01 | 13.1752833607 |
| 2015-08-01 | 13.0972796858 |
| 2015-09-01 | 13.2089296438 |
| 2015-10-01 | 13.3301787744 |
| 2015-11-01 | 13.1829519801 |
| 2015-12-01 | 13.1599256005 |
| 2016-01-01 | 13.3867018408 |
| 2016-02-01 | 13.3798751459 |
| 2016-03-01 | 13.3693699683 |
| 2016-04-01 | 13.5137593244 |
| 2016-05-01 | 13.4287925993 |
| 2016-06-01 | 13.1400697634 |
| 2016-07-01 | 13.6962620776 |
| 2016-08-01 | 13.6068951860 |
| 2016-09-01 | 13.8070710368 |
| 2016-10-01 | 13.6294074405 |
| 2016-11-01 | 13.7783431988 |
| 2016-12-01 | 13.6764949076 |
| 2017-01-01 | 13.6920139158 |
| 2017-02-01 | 13.9762919569 |
| 2017-03-01 | 13.9664749009 |
| 2017-04-01 | 13.7007197419 |
| 2017-05-01 | 13.6185019341 |
| 2017-06-01 | 13.6246618188 |
| 2017-07-01 | 13.6145586591 |
| 2017-08-01 | 13.6018893725 |
| 2017-09-01 | 13.6120984733 |
| 2017-10-01 | 13.7390214179 |
| 2017-11-01 | 13.7897292933 |
| 2017-12-01 | 13.7779659586 |
| 2018-01-01 | 13.6909575746 |
| 2018-02-01 | 13.7772496802 |
| 2018-03-01 | 13.8649381242 |
| 2018-04-01 | 13.8936974169 |
| 2018-05-01 | 13.9081112002 |
| 2018-06-01 | 13.9029264237 |
| 2018-07-01 | 13.8261657042 |
| 2018-08-01 | 13.9926965874 |
| 2018-09-01 | 13.9293120846 |
| 2018-10-01 | 13.8447382710 |
| 2018-11-01 | 13.9127399727 |
| 2018-12-01 | 13.8659456592 |
| 2019-01-01 | 13.9012951308 |
| 2019-02-01 | 13.7737632104 |
| 2019-03-01 | 13.8660275491 |
| 2019-04-01 | 13.7795906270 |
| 2019-05-01 | 13.9056670706 |
| 2019-06-01 | 13.8767256551 |
| 2019-07-01 | 13.7136837830 |
| 2019-08-01 | 13.7916857259 |
| 2019-09-01 | 13.7677525317 |
| 2019-10-01 | 13.6438678714 |
| 2019-11-01 | 13.6426149075 |
| 2019-12-01 | 13.7542357975 |
| 2020-01-01 | 13.7046794758 |
| 2020-02-01 | 13.7786113152 |
| 2020-03-01 | 13.4676030529 |
| 2020-04-01 | 7.1599160292 |
| 2020-05-01 | 8.0000218996 |
| 2020-06-01 | 9.4468269828 |
| 2020-07-01 | 10.7798368247 |
| 2020-08-01 | 10.7997132438 |
| 2020-09-01 | 10.9189971051 |
| 2020-10-01 | 11.0445081948 |
| 2020-11-01 | 10.8823847492 |
| 2020-12-01 | 9.2467459327 |
| 2021-01-01 | 9.4060866186 |
| 2021-02-01 | 10.6738535266 |
| 2021-03-01 | 10.7710306287 |
| 2021-04-01 | 10.8324969719 |
| 2021-05-01 | 10.8968888490 |
| 2021-06-01 | 11.0262787686 |
| 2021-07-01 | 11.8325458490 |
| 2021-08-01 | 11.9113970564 |
| 2021-09-01 | 11.5645253994 |
| 2021-10-01 | 12.0477045631 |
| 2021-11-01 | 12.3125903798 |
| 2021-12-01 | 12.2569435714 |
| 2022-01-01 | 12.2088073237 |
| 2022-02-01 | 12.4787219839 |
| 2022-03-01 | 12.5738155591 |
| 2022-04-01 | 12.5058910841 |
| 2022-05-01 | 12.3824602829 |
| 2022-06-01 | 12.2993252796 |
| 2022-07-01 | 12.6919828980 |
| 2022-08-01 | 12.6028173468 |
| 2022-09-01 | 12.6149609542 |
| 2022-10-01 | 12.9726872066 |
| 2022-11-01 | 13.0232494100 |
| 2022-12-01 | 13.1646394491 |
| 2023-01-01 | 13.2249837032 |
| 2023-02-01 | 13.1874606475 |
| 2023-03-01 | 13.2719055076 |
| 2023-04-01 | 13.4877745457 |
| 2023-05-01 | 13.4646165878 |
| 2023-06-01 | 13.4853402618 |
| 2023-07-01 | 13.4547840654 |
| 2023-08-01 | 13.3705376023 |
| 2023-09-01 | 13.3572725034 |
| 2023-10-01 | 13.1035173191 |
| 2023-11-01 | 13.2206603807 |
| 2023-12-01 | 13.2768338542 |
| 2024-01-01 | 13.3378765520 |
| 2024-02-01 | 13.3124860918 |
| 2024-03-01 | 13.2784778133 |
| 2024-04-01 | 13.1808033617 |
| 2024-05-01 | 13.2361100697 |
| 2024-06-01 | 13.1709158579 |
| 2024-07-01 | 13.1311832690 |
| 2024-08-01 | 13.1208184789 |
| 2024-09-01 | 13.2817236936 |
| 2024-10-01 | 13.2467627273 |
| 2024-11-01 | 13.2171106281 |
| 2024-12-01 | 13.1845148499 |
| 2025-01-01 | 13.2483354742 |
| 2025-02-01 | 13.3291526927 |
| 2025-03-01 | 13.2852573626 |
| 2025-04-01 | 13.2877051289 |
| 2025-05-01 | 13.3129661633 |
| 2025-06-01 | 13.3720912058 |
| 2025-07-01 | 13.1133749849 |
| 2025-08-01 | 13.1760299925 |
| 2025-09-01 | 12.8851315109 |
| 2025-10-01 | 12.7712959718 |
| 2025-11-01 | 12.9149433467 |
| 2025-12-01 | 12.7983136670 |
| 2026-01-01 | 12.6560856728 |
| 2026-02-01 | 12.5424828413 |
| 2026-03-01 | 12.5929064772 |
| 2026-04-01 | 12.5970917501 |
| 2026-05-01 | 12.5975072795 |
| 2026-06-01 | 12.5704449258 |
| 2026-07-01 | 12.8061863726 |
| 2026-08-01 | 12.8390158056 |
| 2026-09-01 | 12.6845662325 |